{"id":231167,"date":"2025-03-05T11:36:02","date_gmt":"2025-03-05T03:36:02","guid":{"rendered":"https:\/\/www.hkubs.hku.hk\/research\/thought-leadership\/the-taming-of-the-data-shaping-a-world-class-analytics-team\/"},"modified":"2025-03-05T11:47:44","modified_gmt":"2025-03-05T03:47:44","slug":"the-taming-of-the-data-shaping-a-world-class-analytics-team","status":"publish","type":"thought-leadership","link":"https:\/\/www.hkubs.hku.hk\/sc\/research\/thought-leadership\/hkej-column\/the-taming-of-the-data-shaping-a-world-class-analytics-team\/","title":{"rendered":"\u6253\u9020\u5353\u8d8a\u6570\u636e\u5206\u6790\u56e2\u961f\u7684\u65b9\u7565"},"content":{"rendered":"<p>\u5728\u5927\u6570\u636e\u4e0e\u4eba\u5de5\u667a\u80fd\u6df1\u5ea6\u878d\u5408\u7684\u4eca\u5929\uff0c\u6570\u636e\u5df2\u6210\u4e3a\u4f01\u4e1a\u53d1\u5c55\u7684\u6838\u5fc3\u8d44\u4ea7\u3002\u968f\u7740\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u4e0d\u65ad\u7a81\u7834\u4e0e\u5e7f\u6cdb\u5e94\u7528\uff0c\u6570\u636e\u7684\u4ef7\u503c\u4e0a\u5347\u81f3\u524d\u6240\u672a\u6709\u7684\u9ad8\u5ea6\uff0c\u51e0\u4e4e\u6240\u6709\u4f01\u4e1a\u90fd\u81f4\u529b\u4e8e\u5229\u7528\u6570\u636e\u5206\u6790\u6765\u83b7\u53d6\u6709\u4ef7\u503c\u7684\u5546\u4e1a\u6d1e\u89c1\u3002<\/p>\n<p>\u636eFortune Business Insights\u7684\u7814\u7a76\uff0c2022\u5e74\uff0c\u6570\u636e\u5206\u6790\u5e02\u573a\u89c4\u6a21\u4f30\u503c\u4e3a410.5\u4ebf\u7f8e\u5143\uff0c\u9884\u8ba1\u52302030\u5e74\u5c06\u589e\u957f\u81f32793.1\u4ebf\u7f8e\u5143\uff0c2023\u81f32030\u5e74\u671f\u95f4\u7684\u5e74\u5747\u589e\u957f\u7387\u4e3a27.3%\uff0c\u8db3\u89c1\u6570\u636e\u5206\u6790\u56e2\u961f\u65e5\u76ca\u91cd\u8981\u3002<\/p>\n<h4><strong>\u6570\u636e\u6d6a\u6f6e\u4e0b\u6311\u6218\u4e0d\u65ad<\/strong><\/h4>\n<p>\u4e00\u4e2a\u4f18\u79c0\u7684\u6570\u636e\u5206\u6790\u56e2\u961f\uff0c\u80fd\u591f\u534f\u52a9\u4f01\u4e1a\u4ece\u6d77\u91cf\u7684\u6570\u636e\u4e2d\u63d0\u53d6\u5173\u952e\u8d44\u8baf\uff0c\u5927\u529b\u652f\u63f4\u4f01\u4e1a\u7684\u6218\u7565\u51b3\u7b56\uff0c\u8fdb\u800c\u63d0\u9ad8\u8fd0\u8425\u6548\u7387\uff0c\u589e\u5f3a\u5728\u5e02\u573a\u4e0a\u7684\u7ade\u4e89\u4f18\u52bf\u3002\u901a\u8fc7\u5bf9\u9500\u552e\u6570\u636e\u7684\u6df1\u5165\u5206\u6790\uff0c\u4f01\u4e1a\u53ef\u4ee5\u7cbe\u51c6\u628a\u63e1\u5e02\u573a\u9700\u6c42\uff0c\u4f18\u5316\u4ea7\u54c1\u5e03\u5c40\uff1b\u901a\u8fc7\u5bf9\u7528\u6237\u884c\u4e3a\u6570\u636e\u7684\u5f00\u91c7\uff08data mining\uff09\uff0c\u4f01\u4e1a\u80fd\u591f\u5b9e\u73b0\u4e2a\u6027\u5316\u8425\u9500\uff0c\u52a0\u5f3a\u7528\u6237\u6ee1\u610f\u5ea6\u548c\u5fe0\u8bda\u5ea6\u3002<\/p>\n<p>\u7136\u800c\uff0c\u5f53\u524d\u6570\u636e\u5206\u6790\u56e2\u961f\u7684\u7ba1\u7406\u5374\u9762\u4e34\u4e0d\u5c11\u56f0\u96be\u3002\u8bb8\u591a\u516c\u53f8\u867d\u5728\u5927\u6570\u636e\u3001\u4eba\u5de5\u667a\u80fd\u548c\u673a\u5668\u5b66\u4e60\u65b9\u9762\u6295\u5165\u4e86\u5927\u91cf\u8d44\u6e90\uff0c\u5374\u672a\u80fd\u4ece\u4e2d\u6301\u7eed\u83b7\u5f97\u5546\u4e1a\u4ef7\u503c\u3002\u7814\u7a76\u673a\u6784Gartner\u7684\u62a5\u544a\u663e\u793a\uff0c\u4e00\u534a\u4ee5\u4e0a\u7684\u5e02\u573a\u603b\u76d1\u5bf9\u5176\u516c\u53f8\u8425\u9500\u6570\u636e\u5206\u6790\u56e2\u961f\u7684\u8868\u73b0\u8868\u793a\u4e0d\u6ee1\u3002<\/p>\n<p>\u7a76\u5176\u539f\u56e0\uff0c\u5728\u4e8e\u5927\u6570\u636e\u5206\u6790\u662f\u4e00\u4e2a\u590d\u6742\u7684\u7cfb\u7edf\u5de5\u7a0b\uff0c\u5176\u6210\u529f\u7684\u8981\u7d20\u4e0d\u4ec5\u5728\u4e8e\u641c\u96c6\u3001\u5b58\u50a8\u548c\u7ba1\u7406\u6570\u636e\u8d44\u4ea7\u3001\u9002\u5f53\u7684\u5206\u6790\u65b9\u6cd5\u548c\u5de5\u5177\uff0c\u8fd8\u6709\u8d56\u56e2\u961f\u6210\u5458\u4e4b\u95f4\u9ad8\u6548\u7684\u8d44\u8baf\u4ea4\u4e92\u6a21\u5f0f\u4e0e\u534f\u540c\u673a\u5236\u3002\u6570\u636e\u3001\u5206\u6790\u5de5\u5177\u3001\u56e2\u961f\u8fd0\u4f5c\u548c\u516c\u53f8\u73af\u5883\u7b49\u591a\u9879\u56e0\u7d20\u76f8\u4e92\u4ea4\u7ec7\uff0c\u8981\u662f\u4efb\u4f55\u4e00\u4e2a\u73af\u8282\u51fa\u73b0\u95ee\u9898\uff0c\u90fd\u53ef\u80fd\u5bfc\u81f4\u6570\u636e\u5206\u6790\u9879\u76ee\u4ee5\u5931\u8d25\u544a\u7ec8\u3002\u56e0\u6b64\uff0c\u4f01\u4e1a\u5e94\u5236\u8ba2\u6709\u6548\u7684\u7ba1\u7406\u7b56\u7565\uff0c\u4ee5\u4fc3\u8fdb\u6570\u636e\u5206\u6790\u56e2\u961f\u7684\u6548\u80fd\uff0c\u5e76\u5145\u5206\u53d1\u6325\u6570\u636e\u7684\u4ef7\u503c\u3002<\/p>\n<h4><strong>\u5efa\u8bbe<\/strong><strong>\u56e2\u961f\u7684\u4e3b\u8f74\u7eb2\u9886<\/strong><\/h4>\n<p>\u4e8b\u5b9e\u4e0a\uff0c\u9762\u5bf9\u5927\u6570\u636e\u5206\u6790\u7684\u91cd\u91cd\u963b\u969c\uff0c\u4f01\u4e1a\u5e76\u975e\u675f\u624b\u65e0\u7b56\u3002\u51fa\u8def\u662f\u6253\u9020\u5353\u8d8a\u7684\u6570\u636e\u5206\u6790\u56e2\u961f\uff0c\u4ece\u800c\u91ca\u653e\u5927\u6570\u636e\u7684\u6f5c\u529b\uff0c\u5b9e\u73b0\u5546\u4e1a\u4ef7\u503c\u7684\u6700\u5927\u5316\u3002\u4ee5\u4e0b\u52fe\u52d2\u5176\u4e2d\u4e03\u5927\u91cd\u70b9\u3002<\/p>\n<p>\u4e00\u3001\u592f\u5b9e\u6570\u636e\u6839\u57fa\uff0c\u4fdd\u969c\u5206\u6790\u8d28\u91cf<a href=\"#\u6ce81\">\u3010\u6ce81\u3011<\/a>\u3002\u786e\u4fdd\u5206\u6790\u56e2\u961f\u7684\u6570\u636e\u6765\u6e90\u5e7f\u6cdb\u3001\u51c6\u786e\uff0c\u4ee5\u53ca\u5373\u65f6\u66f4\u65b0\u3002\u6570\u636e\u5206\u6790\u6db5\u76d6\u4ea4\u6613\u3001\u7528\u6237\u884c\u4e3a\u3001\u5e02\u573a\u52a8\u6001\u7b49\u591a\u7ef4\u5ea6\uff0c\u4e3a\u540e\u7eed\u7684\u6570\u636e\u5f00\u91c7\u63d0\u4f9b\u575a\u5b9e\u7684\u57fa\u7840\u3002\u5efa\u7acb\u79d1\u5b66\u7684\u6570\u636e\u5206\u6790\u6d41\u7a0b\u548c\u8d28\u91cf\u7ba1\u63a7\u4f53\u7cfb\u65f6\uff0c\u540e\u8005\u901a\u8fc7\u5efa\u7acb\u6570\u636e\u8d28\u91cf\u76d1\u63a7\u6307\u6807\u3001\u5b9a\u671f\u8bc4\u4f30\u6570\u636e\u8d28\u91cf\u7b49\u65b9\u5f0f\uff0c\u4ee5\u7ef4\u6301\u6570\u636e\u7684\u51c6\u786e\u6027\u548c\u4e00\u81f4\u6027\u3002<\/p>\n<p>\u4e8c\u3001\u6df1\u5ea6\u5951\u5408\u4e1a\u52a1\uff0c\u7cbe\u51c6\u951a\u5b9a\u9700\u6c42<a href=\"#\u6ce81\">\u3010\u6ce81\u3011<\/a>\u3002\u6570\u636e\u5206\u6790\u56e2\u961f\u5e94\u4e0e\u4e1a\u52a1\u90e8\u95e8\u5408\u4f5c\u65e0\u95f4\uff0c\u6df1\u5165\u4e86\u89e3\u4e1a\u52a1\u9700\u6c42\uff0c\u63d0\u4f9b\u9488\u5bf9\u6027\u7684\u6570\u636e\u5206\u6790\u548c\u89e3\u51b3\u65b9\u6848\u3002\u6570\u636e\u5206\u6790\u56e2\u961f\u5728\u4f01\u4e1a\u4e2d\u7684\u5b9a\u4f4d\u5fc5\u987b\u9002\u5f53\u754c\u5b9a\uff0c\u4f7f\u5176\u6210\u4e3a\u4e1a\u52a1\u90e8\u95e8\u7684\u7d27\u5bc6\u4f19\u4f34\u3002\u56e2\u961f\u901a\u8fc7\u641c\u96c6\u3001\u6574\u7406\u3001\u5206\u6790\u6570\u636e\uff0c\u53ef\u652f\u63f4\u4f01\u4e1a\u7684\u65e5\u5e38\u8fd0\u8425\uff1b\u900f\u8fc7\u6df1\u5165\u4e86\u89e3\u4e1a\u52a1\u90e8\u95e8\u7684\u5de5\u4f5c\u6d41\u7a0b\u548c\u9700\u6c42\uff0c\u5c31\u80fd\u63d0\u4f9b\u91cf\u4f53\u88c1\u8863\u7684\u6570\u636e\u5206\u6790\u670d\u52a1\u3002<\/p>\n<p>\u4e09\u3001\u6e05\u6670\u6c9f\u901a\u673a\u5236\uff0c\u4f18\u5316\u7ba1\u7406\u67b6\u6784<a href=\"#\u6ce82\">\u3010\u6ce82\u3011<\/a>\u3002\u6784\u5efa\u79d1\u5b66\u5408\u7406\u7684\u56e2\u961f\u7ba1\u7406\u67b6\u6784\u81f3\u5173\u91cd\u8981\uff0c\u5176\u4e2d\u5b8c\u5584\u7684\u6c9f\u901a\u673a\u5236\u4e0d\u53ef\u6216\u7f3a\u3002\u6210\u7acb\u4e13\u95e8\u7684\u6570\u636e\u7ba1\u7406\u90e8\u95e8\uff0c\u8d1f\u8d23\u7edf\u7b79\u6570\u636e\u7684\u641c\u96c6\u3001\u6574\u7406\u4e0e\u5206\u6790\u5de5\u4f5c\u65f6\uff0c\u5398\u6e05\u5404\u90e8\u95e8\u5728\u6570\u636e\u7ba1\u7406\u6d41\u7a0b\u4e2d\u7684\u804c\u8d23\uff0c\u800c\u90e8\u95e8\u4e4b\u95f4\u7684\u826f\u597d\u6c9f\u901a\u80fd\u591f\u907f\u514d\u8d23\u4efb\u63a8\u8bff\u548c\u5de5\u5e8f\u91cd\u53e0\uff0c\u4f7f\u5de5\u4f5c\u6548\u7387\u63d0\u9ad8\u3002\u5404\u90e8\u95e8\u53ea\u6709\u901a\u8fc7\u6709\u6548\u7684\u6c9f\u901a\uff0c\u624d\u80fd\u5404\u5c55\u6240\u957f\uff0c\u5b9e\u73b0\u8d44\u6e90\u7684\u4f18\u5316\u914d\u7f6e\uff0c\u8ba9\u6570\u636e\u5206\u6790\u9879\u76ee\u5f97\u4ee5\u987a\u5229\u8fdb\u884c\u3002<\/p>\n<p>\u56db\u3001\u5851\u9020\u4ea4\u4e92\u8bb0\u5fc6\uff0c\u5f3a\u5316\u56e2\u961f\u534f\u4f5c<a href=\"#\u6ce82\">\u3010\u6ce82\u3011<\/a>\u3002\u56e2\u961f\u4e2d\u6bcf\u4e2a\u6210\u5458\u90fd\u6709\u5176\u64c5\u957f\u7684\u9886\u57df\u548c\u77e5\u8bc6\uff0c\u5fc5\u987b\u5f7c\u6b64\u4e86\u89e3\u5404\u81ea\u7684\u4e13\u957f\uff0c\u4ee5\u4fbf\u5728\u5904\u7406\u590d\u6742\u7684\u6570\u636e\u5206\u6790\u4e4b\u9645\uff0c\u6df1\u660e\u8c01\u5728\u54ea\u4e9b\u65b9\u9762\u8f83\u5f3a\uff0c\u8fbe\u81f3\u9ad8\u6548\u534f\u4f5c\u3002\u82e5\u5728\u4e00\u4e2a\u7efc\u5408\u6027\u6570\u636e\u5206\u6790\u9879\u76ee\u4e2d\uff0c\u8d1f\u8d23\u6570\u636e\u641c\u96c6\u7684\u6210\u5458\u77e5\u6089\u6570\u636e\u6765\u6e90\u7684\u4f18\u52bf\uff0c\u8d1f\u8d23\u5206\u6790\u7684\u6210\u5458\u64c5\u4e8e\u8fd0\u7528\u5404\u79cd\u65b9\u6cd5\uff0c\u901a\u8fc7\u4ea4\u4e92\u8bb0\u5fc6\u7cfb\u7edf\u59a5\u5584\u5206\u5de5\u800c\u5b8c\u6210\u9879\u76ee\uff0c\u5c31\u80fd\u6301\u7eed\u63d0\u9ad8\u56e2\u961f\u6574\u4f53\u8868\u73b0\u3002<\/p>\n<p>\u4e94\u3001\u5b9e\u65bd\u521b\u9020\u6027\u6574\u5408\uff0c\u8d4b\u80fd\u4f01\u4e1a\u53d1\u5c55<a href=\"#\u6ce83\">\u3010\u6ce83\u3011<\/a>\u3002\u51ed\u501f\u6765\u6e90\u591a\u6837\u7684\u6570\u636e\u3001\u591a\u5143\u7684\u5206\u6790\u65b9\u6cd5\u4ee5\u53ca\u4e1a\u52a1\u77e5\u8bc6\uff0c\u56e2\u961f\u5c31\u80fd\u8fdb\u884c\u521b\u9020\u6027\u6574\u5408\u3002\u4ee5\u5206\u6790\u5e02\u573a\u73af\u5883\u548c\u7ade\u4e89\u4e3a\u4f8b\uff0c\u4e0d\u80fd\u5355\u9760\u5e02\u573a\u52a8\u6001\u6570\u636e\u548c\u6709\u5173\u5bf9\u624b\u7684\u6570\u636e\uff0c\u8fd8\u987b\u8fde\u7ed3\u4f01\u4e1a\u81ea\u8eab\u7684\u4e1a\u52a1\u7279\u70b9\u548c\u6218\u7565\u76ee\u6807\uff0c\u521b\u9020\u6027\u5730\u5c06\u8fd9\u4e9b\u8d44\u8baf\u6574\u5408\u8d77\u6765\uff0c\u4ece\u800c\u4e3a\u4f01\u4e1a\u5236\u5b9a\u51fa\u72ec\u7279\u7684\u5e02\u573a\u7b56\u7565\u3002<\/p>\n<p>\u516d\u3001\u5f3a\u5316\u77e5\u8bc6\u7ba1\u7406\uff0c\u4fc3\u8fdb\u534f\u540c\u521b\u9020<a href=\"#\u6ce84\">\u3010\u6ce84\u3011<\/a>\u3002\u4e00\u4e2a\u6770\u51fa\u7684\u6570\u636e\u5206\u6790\u56e2\u961f\uff0c\u72b9\u5982\u4e00\u5ea7\u77e5\u8bc6\u5b9d\u5e93\uff0c\u5728\u957f\u671f\u5b9e\u8df5\u4e2d\u79ef\u7d2f\u4e86\u4e30\u5bcc\u7684\u4e13\u4e1a\u77e5\u8bc6\u4e0e\u6570\u636e\u5206\u6790\u6280\u5de7\u3002\u642d\u5efa\u5b8c\u5584\u7684\u77e5\u8bc6\u7ba1\u7406\u7cfb\u7edf\uff0c\u662f\u5f00\u542f\u8fd9\u5ea7\u5b9d\u5e93\u7684\u94a5\u5319\uff0c\u8ba9\u56e2\u961f\u7684\u77e5\u8bc6\u5f97\u4ee5\u9ad8\u6548\u6574\u5408\u4e0e\u5171\u521b\u3002\u5c06\u4e00\u7cfb\u5217\u9879\u76ee\u4e2d\u7684\u6570\u636e\u5206\u6790\u7ecf\u9a8c\u6574\u7406\u5f52\u6863\uff0c\u6210\u4e3a\u5b9d\u8d35\u7684\u201c\u667a\u6167\u9526\u56ca\u201d\uff0c\u6709\u5229\u4e8e\u56e2\u961f\u6210\u5458\u968f\u65f6\u4ece\u4e2d\u83b7\u53d6\u7075\u611f\uff0c\u6c72\u53d6\u517b\u5206\uff0c\u6301\u7eed\u63d0\u5347\u4e13\u4e1a\u80fd\u529b\u3002\u5bf9\u65b0\u6210\u5458\u6765\u8bf4\uff0c\u8fd9\u65e0\u7591\u662f\u878d\u5165\u56e2\u961f\u7684\u201c\u7eff\u8272\u901a\u9053\u201d\uff0c\u53ef\u8fc5\u901f\u8ba4\u8bc6\u5176\u4e2d\u5de5\u4f5c\u6a21\u5f0f\u548c\u638c\u63e1\u5fc5\u5907\u77e5\u8bc6\uff0c\u5e76\u5c3d\u5feb\u4e3a\u56e2\u961f\u8d21\u732e\u529b\u91cf\u3002<\/p>\n<p>\u4e03\u3001\u501f\u52a9\u5148\u8fdb\u6280\u672f\uff0c\u5f3a\u5316\u534f\u4f5c\u6548\u80fd<a href=\"#\u6ce83\">\u3010\u6ce83\u3011<\/a>\u3002\u6570\u636e\u5206\u6790\u56e2\u961f\u9700\u719f\u7ec3\u8fd0\u7528\u5404\u7c7b\u9879\u76ee\u7ba1\u7406\u5de5\u5177\uff0c\u5982\u7518\u7279\u56fe\u3001\u770b\u677f\u7ba1\u7406\u7cfb\u7edf\u7b49\uff0c\u6765\u5408\u7406\u89c4\u5212\u9879\u76ee\u8fdb\u5ea6\u3001\u660e\u786e\u4efb\u52a1\u5206\u914d\u4e0e\u76d1\u63a7\u9879\u76ee\u8fdb\u5c55\uff0c\u63d0\u5347\u56e2\u961f\u534f\u4f5c\u6548\u7387\u4e0e\u9879\u76ee\u6267\u884c\u80fd\u529b\uff0c\u52a9\u529b\u4f01\u4e1a\u7684\u4e1a\u52a1\u7a33\u5065\u63a8\u8fdb\u4e0e\u9ad8\u6548\u62d3\u5c55\u3002\u5728\u56e2\u961f\u534f\u4f5c\u8fc7\u7a0b\u4e2d\uff0c\u5e94\u5229\u7528\u5373\u65f6\u901a\u8baf\u5de5\u5177\u3001\u5728\u7ebf\u6587\u6863\u534f\u4f5c\u5e73\u53f0\u7b49\u534f\u4f5c\u6280\u672f\uff0c\u4ee5\u6253\u7834\u6c9f\u901a\u58c1\u5792\uff0c\u8fbe\u81f3\u8d44\u8baf\u5b9e\u65f6\u5171\u4eab\u4e0e\u9ad8\u6548\u534f\u540c\u3002\u968f\u7740\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u51e0\u4f55\u7ea7\u6570\u53d1\u5c55\uff0c\u6570\u636e\u5206\u6790\u56e2\u961f\u5e94\u8bbe\u6cd5\u5c06\u5176\u878d\u5165\u5de5\u4f5c\u6d41\u7a0b\uff0c\u4fc3\u8fdb\u4eba\u7c7b\u4e0e\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u7684\u534f\u540c\u5408\u4f5c\uff0c\u4ee5\u63d0\u5347\u6548\u7387\u548c\u521b\u9020\u529b\u3002<\/p>\n<h4><strong>\u77e5\u884c\u5408\u4e00<\/strong><strong>\u00a0 <\/strong><strong>\u524d\u666f\u65e0\u9650<\/strong><\/h4>\n<p>\u5c55\u671b\u672a\u6765\uff0c\u5927\u6570\u636e\u5206\u6790\u6280\u672f\u5c06\u5448\u73b0\u51fa\u66f4\u52a0\u8fc5\u731b\u7684\u53d1\u5c55\u6001\u52bf\uff0c\u5e76\u4e3a\u4f01\u4e1a\u5e26\u6765\u65e0\u7a77\u65e0\u5c3d\u7684\u673a\u9047\u548c\u53ef\u80fd\u3002\u9762\u5bf9\u8fd9\u573a\u79d1\u6280\u6d6a\u6f6e\uff0c\u5404\u65b9\u643a\u624b\u5171\u8fdb\uff0c\u4f18\u5316\u6570\u636e\u5206\u6790\u56e2\u961f\u7684\u7ba1\u7406\u534f\u4f5c\u673a\u5236\uff0c\u6253\u9020\u7cbe\u9510\u5353\u8d8a\u7684\u56e2\u961f\uff0c\u5b9a\u80fd\u5145\u5206\u5f00\u91c7\u5927\u6570\u636e\u7684\u4ef7\u503c\uff0c\u5171\u540c\u8c31\u5199\u667a\u80fd\u9ad8\u6548\u53d1\u5c55\u7684\u65b0\u7bc7\u7ae0\u3002<\/p>\n<p>&nbsp;<\/p>\n<p><a id=\"\u6ce81\" name=\"\u6ce81\"><\/a>\u6ce81\uff1a<span>Zhang, X., Tian, F., Fang, Y., and Shen, H. \u201cHow to Promote Business Analytics Project Effectiveness: A Cross-disciplinary Bibliometric Analysis\u201d. <em>Industrial Management &amp; Data Systems<\/em>, under 1st round of revision.<\/span><\/p>\n<p><a id=\"\u6ce82\" name=\"\u6ce82\"><\/a>\u6ce82\uff1a<span>Fang, Y., Neufeld, D., and Zhang, X. 2022. \u201cKnowledge coordination via digital artifacts in highly dispersed teams\u201d. <em>Information Systems Journal<\/em> 32(3): pp. 520\u201343.<\/span><\/p>\n<p><a id=\"\u6ce83\" name=\"\u6ce83\"><\/a>\u6ce83\uff1a <span>Zhang, X., Fang, Y., Zhou, J. and Lim, KH. 2025. \u201cHow Collaboration Technology Use Affects IT Project Team Creativity: Integrating Team Knowledge and Creative Synthesis Perspectives\u201d. <em>MIS Quarterly<\/em>, forthcoming.<\/span><\/p>\n<p><a id=\"\u6ce84\" name=\"\u6ce84\"><\/a>\u6ce84\uff1a<span>He, W., Hsieh, JJ., Schroeder, A., and Fang, Y. 2022. \u201cAttaining Individual Creativity and Performance in Multi-Disciplinary and Geographically-Distributed IT Project Teams: The Role of Transactive Memory Systems\u201d. <em>MIS Quarterly<\/em> 46(2): pp. 1035\u201372.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><strong>\u5f20\u6653\u6d01<\/strong><\/p>\n<p><strong>\u9999\u6e2f\u5927\u5b66\u6570\u5b57\u7ecf\u6d4e\u548c\u521b\u65b0\u7814\u7a76\u6240\u7814\u7a76\u5458\u3001\u4e2d\u56fd\u6d77\u6d0b\u5927\u5b66\u7ba1\u7406\u5b66\u9662\u526f\u6559\u6388<\/strong><\/p>\n<p><strong>\u65b9\u94b0\u9e9f<\/strong><\/p>\n<p><strong>\u9999\u6e2f\u5927\u5b66\u6570\u5b57\u7ecf\u6d4e\u4e0e\u521b\u65b0\u7814\u7a76\u6240\u6240\u957f\u3001\u6e2f\u5927\u7ecf\u7ba1\u5b66\u9662\u521b\u65b0\u53ca\u8d44\u8baf\u7ba1\u7406\u5b66\u6559\u6388<\/strong><\/p>\n<p><span>\uff08\u672c\u6587\u540c\u6642\u65bc\u4e8c\u96f6\u4e8c\u4e94\u5e74\u4e09\u6708\u4e94\u65e5\u8f09\u65bc\u300a\u4fe1\u5831\u300b\u300c\u9f8d\u864e\u5c71\u4e0b\u300d\u5c08\u6b04\uff09<\/span><\/p>\n","protected":false},"featured_media":0,"template":"","meta":{"_lmt_disableupdate":"no","_lmt_disable":"","footnotes":""},"tags":[],"class_list":["post-231167","thought-leadership","type-thought-leadership","status-publish","hentry","leadership-topic-categories-hkej-column-sc","leadership-topic-categories-opinions-and-speeches-sc","in-the-media-topic-categories-faculty-sc","opinion-speeches-categories-faculty-sc"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 4.9.10 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u5728\u5927\u6570\u636e\u4e0e\u4eba\u5de5\u667a\u80fd\u6df1\u5ea6\u878d\u5408\u7684\u4eca\u5929\uff0c\u6570\u636e\u5df2\u6210\u4e3a\u4f01\u4e1a\u53d1\u5c55\u7684\u6838\u5fc3\u8d44\u4ea7\u3002\u968f\u7740\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u4e0d\u65ad\u7a81\u7834\u4e0e\u5e7f\u6cdb\u5e94\u7528\uff0c\u6570\u636e\u7684\u4ef7\u503c\u4e0a\u5347\u81f3\u524d\u6240\u672a\u6709\u7684\u9ad8\u5ea6\uff0c\u51e0\u4e4e\u6240\u6709\u4f01\u4e1a\u90fd\u81f4\u529b\u4e8e\u5229\u7528\u6570\u636e\u5206\u6790\u6765\u83b7\u53d6\u6709\u4ef7\u503c\u7684\u5546\u4e1a\u6d1e\u89c1\u3002 \u636eFortune Business Insights\u7684\u7814\u7a76\uff0c2022\u5e74\uff0c\u6570\u636e\u5206\u6790\u5e02\u573a\u89c4\u6a21\u4f30\u503c\u4e3a410.5\u4ebf\u7f8e\u5143\uff0c\u9884\u8ba1\u52302030\u5e74\u5c06\u589e\u957f\u81f32793.1\u4ebf\u7f8e\u5143\uff0c2023\u81f32030\u5e74\u671f\u95f4\u7684\u5e74\u5747\u589e\u957f\u7387\u4e3a27.3%\uff0c\u8db3\u89c1\u6570\u636e\u5206\u6790\u56e2\u961f\u65e5\u76ca\u91cd\u8981\u3002 \u6570\u636e\u6d6a\u6f6e\u4e0b\u6311\u6218\u4e0d\u65ad \u4e00\u4e2a\u4f18\u79c0\u7684\u6570\u636e\u5206\u6790\u56e2\u961f\uff0c\u80fd\u591f\u534f\u52a9\u4f01\u4e1a\u4ece\u6d77\u91cf\u7684\u6570\u636e\u4e2d\u63d0\u53d6\u5173\u952e\u8d44\u8baf\uff0c\u5927\u529b\u652f\u63f4\u4f01\u4e1a\u7684\u6218\u7565\u51b3\u7b56\uff0c\u8fdb\u800c\u63d0\u9ad8\u8fd0\u8425\u6548\u7387\uff0c\u589e\u5f3a\u5728\u5e02\u573a\u4e0a\u7684\u7ade\u4e89\u4f18\u52bf\u3002\u901a\u8fc7\u5bf9\u9500\u552e\u6570\u636e\u7684\u6df1\u5165\u5206\u6790\uff0c\u4f01\u4e1a\u53ef\u4ee5\u7cbe\u51c6\u628a\u63e1\u5e02\u573a\u9700\u6c42\uff0c\u4f18\u5316\u4ea7\u54c1\u5e03\u5c40\uff1b\u901a\u8fc7\u5bf9\u7528\u6237\u884c\u4e3a\u6570\u636e\u7684\u5f00\u91c7\uff08data mining\uff09\uff0c\u4f01\u4e1a\u80fd\u591f\u5b9e\u73b0\u4e2a\u6027\u5316\u8425\u9500\uff0c\u52a0\u5f3a\u7528\u6237\u6ee1\u610f\u5ea6\u548c\u5fe0\u8bda\u5ea6\u3002 \u7136\u800c\uff0c\u5f53\u524d\u6570\u636e\u5206\u6790\u56e2\u961f\u7684\u7ba1\u7406\u5374\u9762\u4e34\u4e0d\u5c11\u56f0\u96be\u3002\u8bb8\u591a\u516c\u53f8\u867d\u5728\u5927\u6570\u636e\u3001\u4eba\u5de5\u667a\u80fd\u548c\u673a\u5668\u5b66\u4e60\u65b9\u9762\u6295\u5165\u4e86\u5927\u91cf\u8d44\u6e90\uff0c\u5374\u672a\u80fd\u4ece\u4e2d\u6301\u7eed\u83b7\u5f97\u5546\u4e1a\u4ef7\u503c\u3002\u7814\u7a76\u673a\u6784Gartner\u7684\u62a5\u544a\u663e\u793a\uff0c\u4e00\u534a\u4ee5\u4e0a\u7684\u5e02\u573a\u603b\u76d1\u5bf9\u5176\u516c\u53f8\u8425\u9500\u6570\u636e\u5206\u6790\u56e2\u961f\u7684\u8868\u73b0\u8868\u793a\u4e0d\u6ee1\u3002 \u7a76\u5176\u539f\u56e0\uff0c\u5728\u4e8e\u5927\u6570\u636e\u5206\u6790\u662f\u4e00\u4e2a\u590d\u6742\u7684\u7cfb\u7edf\u5de5\u7a0b\uff0c\u5176\u6210\u529f\u7684\u8981\u7d20\u4e0d\u4ec5\u5728\u4e8e\u641c\u96c6\u3001\u5b58\u50a8\u548c\u7ba1\u7406\u6570\u636e\u8d44\u4ea7\u3001\u9002\u5f53\u7684\u5206\u6790\u65b9\u6cd5\u548c\u5de5\u5177\uff0c\u8fd8\u6709\u8d56\u56e2\u961f\u6210\u5458\u4e4b\u95f4\u9ad8\u6548\u7684\u8d44\u8baf\u4ea4\u4e92\u6a21\u5f0f\u4e0e\u534f\u540c\u673a\u5236\u3002\u6570\u636e\u3001\u5206\u6790\u5de5\u5177\u3001\u56e2\u961f\u8fd0\u4f5c\u548c\u516c\u53f8\u73af\u5883\u7b49\u591a\u9879\u56e0\u7d20\u76f8\u4e92\u4ea4\u7ec7\uff0c\u8981\u662f\u4efb\u4f55\u4e00\u4e2a\u73af\u8282\u51fa\u73b0\u95ee\u9898\uff0c\u90fd\u53ef\u80fd\u5bfc\u81f4\u6570\u636e\u5206\u6790\u9879\u76ee\u4ee5\u5931\u8d25\u544a\u7ec8\u3002\u56e0\u6b64\uff0c\u4f01\u4e1a\u5e94\u5236\u8ba2\u6709\u6548\u7684\u7ba1\u7406\u7b56\u7565\uff0c\u4ee5\u4fc3\u8fdb\u6570\u636e\u5206\u6790\u56e2\u961f\u7684\u6548\u80fd\uff0c\u5e76\u5145\u5206\u53d1\u6325\u6570\u636e\u7684\u4ef7\u503c\u3002 \u5efa\u8bbe\u56e2\u961f\u7684\u4e3b\u8f74\u7eb2\u9886 \u4e8b\u5b9e\u4e0a\uff0c\u9762\u5bf9\u5927\u6570\u636e\u5206\u6790\u7684\u91cd\u91cd\u963b\u969c\uff0c\u4f01\u4e1a\u5e76\u975e\u675f\u624b\u65e0\u7b56\u3002\u51fa\u8def\u662f\u6253\u9020\u5353\u8d8a\u7684\u6570\u636e\u5206\u6790\u56e2\u961f\uff0c\u4ece\u800c\u91ca\u653e\u5927\u6570\u636e\u7684\u6f5c\u529b\uff0c\u5b9e\u73b0\u5546\u4e1a\u4ef7\u503c\u7684\u6700\u5927\u5316\u3002\u4ee5\u4e0b\u52fe\u52d2\u5176\u4e2d\u4e03\u5927\u91cd\u70b9\u3002 \u4e00\u3001\u592f\u5b9e\u6570\u636e\u6839\u57fa\uff0c\u4fdd\u969c\u5206\u6790\u8d28\u91cf\u3010\u6ce81\u3011\u3002\u786e\u4fdd\u5206\u6790\u56e2\u961f\u7684\u6570\u636e\u6765\u6e90\u5e7f\u6cdb\u3001\u51c6\u786e\uff0c\u4ee5\u53ca\u5373\u65f6\u66f4\u65b0\u3002\u6570\u636e\u5206\u6790\u6db5\u76d6\u4ea4\u6613\u3001\u7528\u6237\u884c\u4e3a\u3001\u5e02\u573a\u52a8\u6001\u7b49\u591a\u7ef4\u5ea6\uff0c\u4e3a\u540e\u7eed\u7684\u6570\u636e\u5f00\u91c7\u63d0\u4f9b\u575a\u5b9e\u7684\u57fa\u7840\u3002\u5efa\u7acb\u79d1\u5b66\u7684\u6570\u636e\u5206\u6790\u6d41\u7a0b\u548c\u8d28\u91cf\u7ba1\u63a7\u4f53\u7cfb\u65f6\uff0c\u540e\u8005\u901a\u8fc7\u5efa\u7acb\u6570\u636e\u8d28\u91cf\u76d1\u63a7\u6307\u6807\u3001\u5b9a\u671f\u8bc4\u4f30\u6570\u636e\u8d28\u91cf\u7b49\u65b9\u5f0f\uff0c\u4ee5\u7ef4\u6301\u6570\u636e\u7684\u51c6\u786e\u6027\u548c\u4e00\u81f4\u6027\u3002 \u4e8c\u3001\u6df1\u5ea6\u5951\u5408\u4e1a\u52a1\uff0c\u7cbe\u51c6\u951a\u5b9a\u9700\u6c42\u3010\u6ce81\u3011\u3002\u6570\u636e\u5206\u6790\u56e2\u961f\u5e94\u4e0e\u4e1a\u52a1\u90e8\u95e8\u5408\u4f5c\u65e0\u95f4\uff0c\u6df1\u5165\u4e86\u89e3\u4e1a\u52a1\u9700\u6c42\uff0c\u63d0\u4f9b\u9488\u5bf9\u6027\u7684\u6570\u636e\u5206\u6790\u548c\u89e3\u51b3\u65b9\u6848\u3002\u6570\u636e\u5206\u6790\u56e2\u961f\u5728\u4f01\u4e1a\u4e2d\u7684\u5b9a\u4f4d\u5fc5\u987b\u9002\u5f53\u754c\u5b9a\uff0c\u4f7f\u5176\u6210\u4e3a\u4e1a\u52a1\u90e8\u95e8\u7684\u7d27\u5bc6\u4f19\u4f34\u3002\u56e2\u961f\u901a\u8fc7\u641c\u96c6\u3001\u6574\u7406\u3001\u5206\u6790\u6570\u636e\uff0c\u53ef\u652f\u63f4\u4f01\u4e1a\u7684\u65e5\u5e38\u8fd0\u8425\uff1b\u900f\u8fc7\u6df1\u5165\u4e86\u89e3\u4e1a\u52a1\u90e8\u95e8\u7684\u5de5\u4f5c\u6d41\u7a0b\u548c\u9700\u6c42\uff0c\u5c31\u80fd\u63d0\u4f9b\u91cf\u4f53\u88c1\u8863\u7684\u6570\u636e\u5206\u6790\u670d\u52a1\u3002 \u4e09\u3001\u6e05\u6670\u6c9f\u901a\u673a\u5236\uff0c\u4f18\u5316\u7ba1\u7406\u67b6\u6784\u3010\u6ce82\u3011\u3002\u6784\u5efa\u79d1\u5b66\u5408\u7406\u7684\u56e2\u961f\u7ba1\u7406\u67b6\u6784\u81f3\u5173\u91cd\u8981\uff0c\u5176\u4e2d\u5b8c\u5584\u7684\u6c9f\u901a\u673a\u5236\u4e0d\u53ef\u6216\u7f3a\u3002\u6210\u7acb\u4e13\u95e8\u7684\u6570\u636e\u7ba1\u7406\u90e8\u95e8\uff0c\u8d1f\u8d23\u7edf\u7b79\u6570\u636e\u7684\u641c\u96c6\u3001\u6574\u7406\u4e0e\u5206\u6790\u5de5\u4f5c\u65f6\uff0c\u5398\u6e05\u5404\u90e8\u95e8\u5728\u6570\u636e\u7ba1\u7406\u6d41\u7a0b\u4e2d\u7684\u804c\u8d23\uff0c\u800c\u90e8\u95e8\u4e4b\u95f4\u7684\u826f\u597d\u6c9f\u901a\u80fd\u591f\u907f\u514d\u8d23\u4efb\u63a8\u8bff\u548c\u5de5\u5e8f\u91cd\u53e0\uff0c\u4f7f\u5de5\u4f5c\u6548\u7387\u63d0\u9ad8\u3002\u5404\u90e8\u95e8\u53ea\u6709\u901a\u8fc7\u6709\u6548\u7684\u6c9f\u901a\uff0c\u624d\u80fd\u5404\u5c55\u6240\u957f\uff0c\u5b9e\u73b0\u8d44\u6e90\u7684\u4f18\u5316\u914d\u7f6e\uff0c\u8ba9\u6570\u636e\u5206\u6790\u9879\u76ee\u5f97\u4ee5\u987a\u5229\u8fdb\u884c\u3002 \u56db\u3001\u5851\u9020\u4ea4\u4e92\u8bb0\u5fc6\uff0c\u5f3a\u5316\u56e2\u961f\u534f\u4f5c\u3010\u6ce82\u3011\u3002\u56e2\u961f\u4e2d\u6bcf\u4e2a\u6210\u5458\u90fd\u6709\u5176\u64c5\u957f\u7684\u9886\u57df\u548c\u77e5\u8bc6\uff0c\u5fc5\u987b\u5f7c\u6b64\u4e86\u89e3\u5404\u81ea\u7684\u4e13\u957f\uff0c\u4ee5\u4fbf\u5728\u5904\u7406\u590d\u6742\u7684\u6570\u636e\u5206\u6790\u4e4b\u9645\uff0c\u6df1\u660e\u8c01\u5728\u54ea\u4e9b\u65b9\u9762\u8f83\u5f3a\uff0c\u8fbe\u81f3\u9ad8\u6548\u534f\u4f5c\u3002\u82e5\u5728\u4e00\u4e2a\u7efc\u5408\u6027\u6570\u636e\u5206\u6790\u9879\u76ee\u4e2d\uff0c\u8d1f\u8d23\u6570\u636e\u641c\u96c6\u7684\u6210\u5458\u77e5\u6089\u6570\u636e\u6765\u6e90\u7684\u4f18\u52bf\uff0c\u8d1f\u8d23\u5206\u6790\u7684\u6210\u5458\u64c5\u4e8e\u8fd0\u7528\u5404\u79cd\u65b9\u6cd5\uff0c\u901a\u8fc7\u4ea4\u4e92\u8bb0\u5fc6\u7cfb\u7edf\u59a5\u5584\u5206\u5de5\u800c\u5b8c\u6210\u9879\u76ee\uff0c\u5c31\u80fd\u6301\u7eed\u63d0\u9ad8\u56e2\u961f\u6574\u4f53\u8868\u73b0\u3002 \u4e94\u3001\u5b9e\u65bd\u521b\u9020\u6027\u6574\u5408\uff0c\u8d4b\u80fd\u4f01\u4e1a\u53d1\u5c55\u3010\u6ce83\u3011\u3002\u51ed\u501f\u6765\u6e90\u591a\u6837\u7684\u6570\u636e\u3001\u591a\u5143\u7684\u5206\u6790\u65b9\u6cd5\u4ee5\u53ca\u4e1a\u52a1\u77e5\u8bc6\uff0c\u56e2\u961f\u5c31\u80fd\u8fdb\u884c\u521b\u9020\u6027\u6574\u5408\u3002\u4ee5\u5206\u6790\u5e02\u573a\u73af\u5883\u548c\u7ade\u4e89\u4e3a\u4f8b\uff0c\u4e0d\u80fd\u5355\u9760\u5e02\u573a\u52a8\u6001\u6570\u636e\u548c\u6709\u5173\u5bf9\u624b\u7684\u6570\u636e\uff0c\u8fd8\u987b\u8fde\u7ed3\u4f01\u4e1a\u81ea\u8eab\u7684\u4e1a\u52a1\u7279\u70b9\u548c\u6218\u7565\u76ee\u6807\uff0c\u521b\u9020\u6027\u5730\u5c06\u8fd9\u4e9b\u8d44\u8baf\u6574\u5408\u8d77\u6765\uff0c\u4ece\u800c\u4e3a\u4f01\u4e1a\u5236\u5b9a\u51fa\u72ec\u7279\u7684\u5e02\u573a\u7b56\u7565\u3002 \u516d\u3001\u5f3a\u5316\u77e5\u8bc6\u7ba1\u7406\uff0c\u4fc3\u8fdb\u534f\u540c\u521b\u9020\u3010\u6ce84\u3011\u3002\u4e00\u4e2a\u6770\u51fa\u7684\u6570\u636e\u5206\u6790\u56e2\u961f\uff0c\u72b9\u5982\u4e00\u5ea7\u77e5\u8bc6\u5b9d\u5e93\uff0c\u5728\u957f\u671f\u5b9e\u8df5\u4e2d\u79ef\u7d2f\u4e86\u4e30\u5bcc\u7684\u4e13\u4e1a\u77e5\u8bc6\u4e0e\u6570\u636e\u5206\u6790\u6280\u5de7\u3002\u642d\u5efa\u5b8c\u5584\u7684\u77e5\u8bc6\u7ba1\u7406\u7cfb\u7edf\uff0c\u662f\u5f00\u542f\u8fd9\u5ea7\u5b9d\u5e93\u7684\u94a5\u5319\uff0c\u8ba9\u56e2\u961f\u7684\u77e5\u8bc6\u5f97\u4ee5\u9ad8\u6548\u6574\u5408\u4e0e\u5171\u521b\u3002\u5c06\u4e00\u7cfb\u5217\u9879\u76ee\u4e2d\u7684\u6570\u636e\u5206\u6790\u7ecf\u9a8c\u6574\u7406\u5f52\u6863\uff0c\u6210\u4e3a\u5b9d\u8d35\u7684\u201c\u667a\u6167\u9526\u56ca\u201d\uff0c\u6709\u5229\u4e8e\u56e2\u961f\u6210\u5458\u968f\u65f6\u4ece\u4e2d\u83b7\u53d6\u7075\u611f\uff0c\u6c72\u53d6\u517b\u5206\uff0c\u6301\u7eed\u63d0\u5347\u4e13\u4e1a\u80fd\u529b\u3002\u5bf9\u65b0\u6210\u5458\u6765\u8bf4\uff0c\u8fd9\u65e0\u7591\u662f\u878d\u5165\u56e2\u961f\u7684\u201c\u7eff\u8272\u901a\u9053\u201d\uff0c\u53ef\u8fc5\u901f\u8ba4\u8bc6\u5176\u4e2d\u5de5\u4f5c\u6a21\u5f0f\u548c\u638c\u63e1\u5fc5\u5907\u77e5\u8bc6\uff0c\u5e76\u5c3d\u5feb\u4e3a\u56e2\u961f\u8d21\u732e\u529b\u91cf\u3002 \u4e03\u3001\u501f\u52a9\u5148\u8fdb\u6280\u672f\uff0c\u5f3a\u5316\u534f\u4f5c\u6548\u80fd\u3010\u6ce83\u3011\u3002\u6570\u636e\u5206\u6790\u56e2\u961f\u9700\u719f\u7ec3\u8fd0\u7528\u5404\u7c7b\u9879\u76ee\u7ba1\u7406\u5de5\u5177\uff0c\u5982\u7518\u7279\u56fe\u3001\u770b\u677f\u7ba1\u7406\u7cfb\u7edf\u7b49\uff0c\u6765\u5408\u7406\u89c4\u5212\u9879\u76ee\u8fdb\u5ea6\u3001\u660e\u786e\u4efb\u52a1\u5206\u914d\u4e0e\u76d1\u63a7\u9879\u76ee\u8fdb\u5c55\uff0c\u63d0\u5347\u56e2\u961f\u534f\u4f5c\u6548\u7387\u4e0e\u9879\u76ee\u6267\u884c\u80fd\u529b\uff0c\u52a9\u529b\u4f01\u4e1a\u7684\u4e1a\u52a1\u7a33\u5065\u63a8\u8fdb\u4e0e\u9ad8\u6548\u62d3\u5c55\u3002\u5728\u56e2\u961f\u534f\u4f5c\u8fc7\u7a0b\u4e2d\uff0c\u5e94\u5229\u7528\u5373\u65f6\u901a\u8baf\u5de5\u5177\u3001\u5728\u7ebf\u6587\u6863\u534f\u4f5c\u5e73\u53f0\u7b49\u534f\u4f5c\u6280\u672f\uff0c\u4ee5\u6253\u7834\u6c9f\u901a\u58c1\u5792\uff0c\u8fbe\u81f3\u8d44\u8baf\u5b9e\u65f6\u5171\u4eab\u4e0e\u9ad8\u6548\u534f\u540c\u3002\u968f\u7740\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u51e0\u4f55\u7ea7\u6570\u53d1\u5c55\uff0c\u6570\u636e\u5206\u6790\u56e2\u961f\u5e94\u8bbe\u6cd5\u5c06\u5176\u878d\u5165\u5de5\u4f5c\u6d41\u7a0b\uff0c\u4fc3\u8fdb\u4eba\u7c7b\u4e0e\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u7684\u534f\u540c\u5408\u4f5c\uff0c\u4ee5\u63d0\u5347\u6548\u7387\u548c\u521b\u9020\u529b\u3002 \u77e5\u884c\u5408\u4e00 \u524d\u666f\u65e0\u9650 \u5c55\u671b\u672a\u6765\uff0c\u5927\u6570\u636e\u5206\u6790\u6280\u672f\u5c06\u5448\u73b0\u51fa\u66f4\u52a0\u8fc5\u731b\u7684\u53d1\u5c55\u6001\u52bf\uff0c\u5e76\u4e3a\u4f01\u4e1a\u5e26\u6765\u65e0\u7a77\u65e0\u5c3d\u7684\u673a\u9047\u548c\u53ef\u80fd\u3002\u9762\u5bf9\u8fd9\u573a\u79d1\u6280\u6d6a\u6f6e\uff0c\u5404\u65b9\u643a\u624b\u5171\u8fdb\uff0c\u4f18\u5316\u6570\u636e\u5206\u6790\u56e2\u961f\u7684\u7ba1\u7406\u534f\u4f5c\u673a\u5236\uff0c\u6253\u9020\u7cbe\u9510\u5353\u8d8a\u7684\u56e2\u961f\uff0c\u5b9a\u80fd\u5145\u5206\u5f00\u91c7\u5927\u6570\u636e\u7684\u4ef7\u503c\uff0c\u5171\u540c\u8c31\u5199\u667a\u80fd\u9ad8\u6548\u53d1\u5c55\u7684\u65b0\u7bc7\u7ae0\u3002 \u6ce81\uff1aZhang, X., Tian, F., Fang, Y., and Shen, H. \u201cHow to Promote Business Analytics Project Effectiveness: A Cross-disciplinary Bibliometric Analysis\u201d. Industrial Management &amp; Data Systems, under 1st round of revision. \u6ce82\uff1aFang, Y., Neufeld,\" \/>\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<meta name=\"google-site-verification\" content=\"google-site-verification=MjdkluDgHpNk2vz5slbwER2Gusw2rUDQuVULMERWzLo\" \/>\n\t<link rel=\"canonical\" href=\"https:\/\/www.hkubs.hku.hk\/sc\/research\/thought-leadership\/hkej-column\/the-taming-of-the-data-shaping-a-world-class-analytics-team\/\" \/>\n\t<meta name=\"generator\" content=\"All in One SEO (AIOSEO) 4.9.10\" \/>\n\t\t<meta property=\"og:locale\" content=\"en_US\" \/>\n\t\t<meta property=\"og:site_name\" content=\"HKU Business School -\" \/>\n\t\t<meta property=\"og:type\" content=\"article\" \/>\n\t\t<meta property=\"og:title\" content=\"\u6253\u9020\u5353\u8d8a\u6570\u636e\u5206\u6790\u56e2\u961f\u7684\u65b9\u7565 - HKU Business School\" \/>\n\t\t<meta property=\"og:description\" content=\"\u5728\u5927\u6570\u636e\u4e0e\u4eba\u5de5\u667a\u80fd\u6df1\u5ea6\u878d\u5408\u7684\u4eca\u5929\uff0c\u6570\u636e\u5df2\u6210\u4e3a\u4f01\u4e1a\u53d1\u5c55\u7684\u6838\u5fc3\u8d44\u4ea7\u3002\u968f\u7740\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u4e0d\u65ad\u7a81\u7834\u4e0e\u5e7f\u6cdb\u5e94\u7528\uff0c\u6570\u636e\u7684\u4ef7\u503c\u4e0a\u5347\u81f3\u524d\u6240\u672a\u6709\u7684\u9ad8\u5ea6\uff0c\u51e0\u4e4e\u6240\u6709\u4f01\u4e1a\u90fd\u81f4\u529b\u4e8e\u5229\u7528\u6570\u636e\u5206\u6790\u6765\u83b7\u53d6\u6709\u4ef7\u503c\u7684\u5546\u4e1a\u6d1e\u89c1\u3002 \u636eFortune Business Insights\u7684\u7814\u7a76\uff0c2022\u5e74\uff0c\u6570\u636e\u5206\u6790\u5e02\u573a\u89c4\u6a21\u4f30\u503c\u4e3a410.5\u4ebf\u7f8e\u5143\uff0c\u9884\u8ba1\u52302030\u5e74\u5c06\u589e\u957f\u81f32793.1\u4ebf\u7f8e\u5143\uff0c2023\u81f32030\u5e74\u671f\u95f4\u7684\u5e74\u5747\u589e\u957f\u7387\u4e3a27.3%\uff0c\u8db3\u89c1\u6570\u636e\u5206\u6790\u56e2\u961f\u65e5\u76ca\u91cd\u8981\u3002 \u6570\u636e\u6d6a\u6f6e\u4e0b\u6311\u6218\u4e0d\u65ad \u4e00\u4e2a\u4f18\u79c0\u7684\u6570\u636e\u5206\u6790\u56e2\u961f\uff0c\u80fd\u591f\u534f\u52a9\u4f01\u4e1a\u4ece\u6d77\u91cf\u7684\u6570\u636e\u4e2d\u63d0\u53d6\u5173\u952e\u8d44\u8baf\uff0c\u5927\u529b\u652f\u63f4\u4f01\u4e1a\u7684\u6218\u7565\u51b3\u7b56\uff0c\u8fdb\u800c\u63d0\u9ad8\u8fd0\u8425\u6548\u7387\uff0c\u589e\u5f3a\u5728\u5e02\u573a\u4e0a\u7684\u7ade\u4e89\u4f18\u52bf\u3002\u901a\u8fc7\u5bf9\u9500\u552e\u6570\u636e\u7684\u6df1\u5165\u5206\u6790\uff0c\u4f01\u4e1a\u53ef\u4ee5\u7cbe\u51c6\u628a\u63e1\u5e02\u573a\u9700\u6c42\uff0c\u4f18\u5316\u4ea7\u54c1\u5e03\u5c40\uff1b\u901a\u8fc7\u5bf9\u7528\u6237\u884c\u4e3a\u6570\u636e\u7684\u5f00\u91c7\uff08data mining\uff09\uff0c\u4f01\u4e1a\u80fd\u591f\u5b9e\u73b0\u4e2a\u6027\u5316\u8425\u9500\uff0c\u52a0\u5f3a\u7528\u6237\u6ee1\u610f\u5ea6\u548c\u5fe0\u8bda\u5ea6\u3002 \u7136\u800c\uff0c\u5f53\u524d\u6570\u636e\u5206\u6790\u56e2\u961f\u7684\u7ba1\u7406\u5374\u9762\u4e34\u4e0d\u5c11\u56f0\u96be\u3002\u8bb8\u591a\u516c\u53f8\u867d\u5728\u5927\u6570\u636e\u3001\u4eba\u5de5\u667a\u80fd\u548c\u673a\u5668\u5b66\u4e60\u65b9\u9762\u6295\u5165\u4e86\u5927\u91cf\u8d44\u6e90\uff0c\u5374\u672a\u80fd\u4ece\u4e2d\u6301\u7eed\u83b7\u5f97\u5546\u4e1a\u4ef7\u503c\u3002\u7814\u7a76\u673a\u6784Gartner\u7684\u62a5\u544a\u663e\u793a\uff0c\u4e00\u534a\u4ee5\u4e0a\u7684\u5e02\u573a\u603b\u76d1\u5bf9\u5176\u516c\u53f8\u8425\u9500\u6570\u636e\u5206\u6790\u56e2\u961f\u7684\u8868\u73b0\u8868\u793a\u4e0d\u6ee1\u3002 \u7a76\u5176\u539f\u56e0\uff0c\u5728\u4e8e\u5927\u6570\u636e\u5206\u6790\u662f\u4e00\u4e2a\u590d\u6742\u7684\u7cfb\u7edf\u5de5\u7a0b\uff0c\u5176\u6210\u529f\u7684\u8981\u7d20\u4e0d\u4ec5\u5728\u4e8e\u641c\u96c6\u3001\u5b58\u50a8\u548c\u7ba1\u7406\u6570\u636e\u8d44\u4ea7\u3001\u9002\u5f53\u7684\u5206\u6790\u65b9\u6cd5\u548c\u5de5\u5177\uff0c\u8fd8\u6709\u8d56\u56e2\u961f\u6210\u5458\u4e4b\u95f4\u9ad8\u6548\u7684\u8d44\u8baf\u4ea4\u4e92\u6a21\u5f0f\u4e0e\u534f\u540c\u673a\u5236\u3002\u6570\u636e\u3001\u5206\u6790\u5de5\u5177\u3001\u56e2\u961f\u8fd0\u4f5c\u548c\u516c\u53f8\u73af\u5883\u7b49\u591a\u9879\u56e0\u7d20\u76f8\u4e92\u4ea4\u7ec7\uff0c\u8981\u662f\u4efb\u4f55\u4e00\u4e2a\u73af\u8282\u51fa\u73b0\u95ee\u9898\uff0c\u90fd\u53ef\u80fd\u5bfc\u81f4\u6570\u636e\u5206\u6790\u9879\u76ee\u4ee5\u5931\u8d25\u544a\u7ec8\u3002\u56e0\u6b64\uff0c\u4f01\u4e1a\u5e94\u5236\u8ba2\u6709\u6548\u7684\u7ba1\u7406\u7b56\u7565\uff0c\u4ee5\u4fc3\u8fdb\u6570\u636e\u5206\u6790\u56e2\u961f\u7684\u6548\u80fd\uff0c\u5e76\u5145\u5206\u53d1\u6325\u6570\u636e\u7684\u4ef7\u503c\u3002 \u5efa\u8bbe\u56e2\u961f\u7684\u4e3b\u8f74\u7eb2\u9886 \u4e8b\u5b9e\u4e0a\uff0c\u9762\u5bf9\u5927\u6570\u636e\u5206\u6790\u7684\u91cd\u91cd\u963b\u969c\uff0c\u4f01\u4e1a\u5e76\u975e\u675f\u624b\u65e0\u7b56\u3002\u51fa\u8def\u662f\u6253\u9020\u5353\u8d8a\u7684\u6570\u636e\u5206\u6790\u56e2\u961f\uff0c\u4ece\u800c\u91ca\u653e\u5927\u6570\u636e\u7684\u6f5c\u529b\uff0c\u5b9e\u73b0\u5546\u4e1a\u4ef7\u503c\u7684\u6700\u5927\u5316\u3002\u4ee5\u4e0b\u52fe\u52d2\u5176\u4e2d\u4e03\u5927\u91cd\u70b9\u3002 \u4e00\u3001\u592f\u5b9e\u6570\u636e\u6839\u57fa\uff0c\u4fdd\u969c\u5206\u6790\u8d28\u91cf\u3010\u6ce81\u3011\u3002\u786e\u4fdd\u5206\u6790\u56e2\u961f\u7684\u6570\u636e\u6765\u6e90\u5e7f\u6cdb\u3001\u51c6\u786e\uff0c\u4ee5\u53ca\u5373\u65f6\u66f4\u65b0\u3002\u6570\u636e\u5206\u6790\u6db5\u76d6\u4ea4\u6613\u3001\u7528\u6237\u884c\u4e3a\u3001\u5e02\u573a\u52a8\u6001\u7b49\u591a\u7ef4\u5ea6\uff0c\u4e3a\u540e\u7eed\u7684\u6570\u636e\u5f00\u91c7\u63d0\u4f9b\u575a\u5b9e\u7684\u57fa\u7840\u3002\u5efa\u7acb\u79d1\u5b66\u7684\u6570\u636e\u5206\u6790\u6d41\u7a0b\u548c\u8d28\u91cf\u7ba1\u63a7\u4f53\u7cfb\u65f6\uff0c\u540e\u8005\u901a\u8fc7\u5efa\u7acb\u6570\u636e\u8d28\u91cf\u76d1\u63a7\u6307\u6807\u3001\u5b9a\u671f\u8bc4\u4f30\u6570\u636e\u8d28\u91cf\u7b49\u65b9\u5f0f\uff0c\u4ee5\u7ef4\u6301\u6570\u636e\u7684\u51c6\u786e\u6027\u548c\u4e00\u81f4\u6027\u3002 \u4e8c\u3001\u6df1\u5ea6\u5951\u5408\u4e1a\u52a1\uff0c\u7cbe\u51c6\u951a\u5b9a\u9700\u6c42\u3010\u6ce81\u3011\u3002\u6570\u636e\u5206\u6790\u56e2\u961f\u5e94\u4e0e\u4e1a\u52a1\u90e8\u95e8\u5408\u4f5c\u65e0\u95f4\uff0c\u6df1\u5165\u4e86\u89e3\u4e1a\u52a1\u9700\u6c42\uff0c\u63d0\u4f9b\u9488\u5bf9\u6027\u7684\u6570\u636e\u5206\u6790\u548c\u89e3\u51b3\u65b9\u6848\u3002\u6570\u636e\u5206\u6790\u56e2\u961f\u5728\u4f01\u4e1a\u4e2d\u7684\u5b9a\u4f4d\u5fc5\u987b\u9002\u5f53\u754c\u5b9a\uff0c\u4f7f\u5176\u6210\u4e3a\u4e1a\u52a1\u90e8\u95e8\u7684\u7d27\u5bc6\u4f19\u4f34\u3002\u56e2\u961f\u901a\u8fc7\u641c\u96c6\u3001\u6574\u7406\u3001\u5206\u6790\u6570\u636e\uff0c\u53ef\u652f\u63f4\u4f01\u4e1a\u7684\u65e5\u5e38\u8fd0\u8425\uff1b\u900f\u8fc7\u6df1\u5165\u4e86\u89e3\u4e1a\u52a1\u90e8\u95e8\u7684\u5de5\u4f5c\u6d41\u7a0b\u548c\u9700\u6c42\uff0c\u5c31\u80fd\u63d0\u4f9b\u91cf\u4f53\u88c1\u8863\u7684\u6570\u636e\u5206\u6790\u670d\u52a1\u3002 \u4e09\u3001\u6e05\u6670\u6c9f\u901a\u673a\u5236\uff0c\u4f18\u5316\u7ba1\u7406\u67b6\u6784\u3010\u6ce82\u3011\u3002\u6784\u5efa\u79d1\u5b66\u5408\u7406\u7684\u56e2\u961f\u7ba1\u7406\u67b6\u6784\u81f3\u5173\u91cd\u8981\uff0c\u5176\u4e2d\u5b8c\u5584\u7684\u6c9f\u901a\u673a\u5236\u4e0d\u53ef\u6216\u7f3a\u3002\u6210\u7acb\u4e13\u95e8\u7684\u6570\u636e\u7ba1\u7406\u90e8\u95e8\uff0c\u8d1f\u8d23\u7edf\u7b79\u6570\u636e\u7684\u641c\u96c6\u3001\u6574\u7406\u4e0e\u5206\u6790\u5de5\u4f5c\u65f6\uff0c\u5398\u6e05\u5404\u90e8\u95e8\u5728\u6570\u636e\u7ba1\u7406\u6d41\u7a0b\u4e2d\u7684\u804c\u8d23\uff0c\u800c\u90e8\u95e8\u4e4b\u95f4\u7684\u826f\u597d\u6c9f\u901a\u80fd\u591f\u907f\u514d\u8d23\u4efb\u63a8\u8bff\u548c\u5de5\u5e8f\u91cd\u53e0\uff0c\u4f7f\u5de5\u4f5c\u6548\u7387\u63d0\u9ad8\u3002\u5404\u90e8\u95e8\u53ea\u6709\u901a\u8fc7\u6709\u6548\u7684\u6c9f\u901a\uff0c\u624d\u80fd\u5404\u5c55\u6240\u957f\uff0c\u5b9e\u73b0\u8d44\u6e90\u7684\u4f18\u5316\u914d\u7f6e\uff0c\u8ba9\u6570\u636e\u5206\u6790\u9879\u76ee\u5f97\u4ee5\u987a\u5229\u8fdb\u884c\u3002 \u56db\u3001\u5851\u9020\u4ea4\u4e92\u8bb0\u5fc6\uff0c\u5f3a\u5316\u56e2\u961f\u534f\u4f5c\u3010\u6ce82\u3011\u3002\u56e2\u961f\u4e2d\u6bcf\u4e2a\u6210\u5458\u90fd\u6709\u5176\u64c5\u957f\u7684\u9886\u57df\u548c\u77e5\u8bc6\uff0c\u5fc5\u987b\u5f7c\u6b64\u4e86\u89e3\u5404\u81ea\u7684\u4e13\u957f\uff0c\u4ee5\u4fbf\u5728\u5904\u7406\u590d\u6742\u7684\u6570\u636e\u5206\u6790\u4e4b\u9645\uff0c\u6df1\u660e\u8c01\u5728\u54ea\u4e9b\u65b9\u9762\u8f83\u5f3a\uff0c\u8fbe\u81f3\u9ad8\u6548\u534f\u4f5c\u3002\u82e5\u5728\u4e00\u4e2a\u7efc\u5408\u6027\u6570\u636e\u5206\u6790\u9879\u76ee\u4e2d\uff0c\u8d1f\u8d23\u6570\u636e\u641c\u96c6\u7684\u6210\u5458\u77e5\u6089\u6570\u636e\u6765\u6e90\u7684\u4f18\u52bf\uff0c\u8d1f\u8d23\u5206\u6790\u7684\u6210\u5458\u64c5\u4e8e\u8fd0\u7528\u5404\u79cd\u65b9\u6cd5\uff0c\u901a\u8fc7\u4ea4\u4e92\u8bb0\u5fc6\u7cfb\u7edf\u59a5\u5584\u5206\u5de5\u800c\u5b8c\u6210\u9879\u76ee\uff0c\u5c31\u80fd\u6301\u7eed\u63d0\u9ad8\u56e2\u961f\u6574\u4f53\u8868\u73b0\u3002 \u4e94\u3001\u5b9e\u65bd\u521b\u9020\u6027\u6574\u5408\uff0c\u8d4b\u80fd\u4f01\u4e1a\u53d1\u5c55\u3010\u6ce83\u3011\u3002\u51ed\u501f\u6765\u6e90\u591a\u6837\u7684\u6570\u636e\u3001\u591a\u5143\u7684\u5206\u6790\u65b9\u6cd5\u4ee5\u53ca\u4e1a\u52a1\u77e5\u8bc6\uff0c\u56e2\u961f\u5c31\u80fd\u8fdb\u884c\u521b\u9020\u6027\u6574\u5408\u3002\u4ee5\u5206\u6790\u5e02\u573a\u73af\u5883\u548c\u7ade\u4e89\u4e3a\u4f8b\uff0c\u4e0d\u80fd\u5355\u9760\u5e02\u573a\u52a8\u6001\u6570\u636e\u548c\u6709\u5173\u5bf9\u624b\u7684\u6570\u636e\uff0c\u8fd8\u987b\u8fde\u7ed3\u4f01\u4e1a\u81ea\u8eab\u7684\u4e1a\u52a1\u7279\u70b9\u548c\u6218\u7565\u76ee\u6807\uff0c\u521b\u9020\u6027\u5730\u5c06\u8fd9\u4e9b\u8d44\u8baf\u6574\u5408\u8d77\u6765\uff0c\u4ece\u800c\u4e3a\u4f01\u4e1a\u5236\u5b9a\u51fa\u72ec\u7279\u7684\u5e02\u573a\u7b56\u7565\u3002 \u516d\u3001\u5f3a\u5316\u77e5\u8bc6\u7ba1\u7406\uff0c\u4fc3\u8fdb\u534f\u540c\u521b\u9020\u3010\u6ce84\u3011\u3002\u4e00\u4e2a\u6770\u51fa\u7684\u6570\u636e\u5206\u6790\u56e2\u961f\uff0c\u72b9\u5982\u4e00\u5ea7\u77e5\u8bc6\u5b9d\u5e93\uff0c\u5728\u957f\u671f\u5b9e\u8df5\u4e2d\u79ef\u7d2f\u4e86\u4e30\u5bcc\u7684\u4e13\u4e1a\u77e5\u8bc6\u4e0e\u6570\u636e\u5206\u6790\u6280\u5de7\u3002\u642d\u5efa\u5b8c\u5584\u7684\u77e5\u8bc6\u7ba1\u7406\u7cfb\u7edf\uff0c\u662f\u5f00\u542f\u8fd9\u5ea7\u5b9d\u5e93\u7684\u94a5\u5319\uff0c\u8ba9\u56e2\u961f\u7684\u77e5\u8bc6\u5f97\u4ee5\u9ad8\u6548\u6574\u5408\u4e0e\u5171\u521b\u3002\u5c06\u4e00\u7cfb\u5217\u9879\u76ee\u4e2d\u7684\u6570\u636e\u5206\u6790\u7ecf\u9a8c\u6574\u7406\u5f52\u6863\uff0c\u6210\u4e3a\u5b9d\u8d35\u7684\u201c\u667a\u6167\u9526\u56ca\u201d\uff0c\u6709\u5229\u4e8e\u56e2\u961f\u6210\u5458\u968f\u65f6\u4ece\u4e2d\u83b7\u53d6\u7075\u611f\uff0c\u6c72\u53d6\u517b\u5206\uff0c\u6301\u7eed\u63d0\u5347\u4e13\u4e1a\u80fd\u529b\u3002\u5bf9\u65b0\u6210\u5458\u6765\u8bf4\uff0c\u8fd9\u65e0\u7591\u662f\u878d\u5165\u56e2\u961f\u7684\u201c\u7eff\u8272\u901a\u9053\u201d\uff0c\u53ef\u8fc5\u901f\u8ba4\u8bc6\u5176\u4e2d\u5de5\u4f5c\u6a21\u5f0f\u548c\u638c\u63e1\u5fc5\u5907\u77e5\u8bc6\uff0c\u5e76\u5c3d\u5feb\u4e3a\u56e2\u961f\u8d21\u732e\u529b\u91cf\u3002 \u4e03\u3001\u501f\u52a9\u5148\u8fdb\u6280\u672f\uff0c\u5f3a\u5316\u534f\u4f5c\u6548\u80fd\u3010\u6ce83\u3011\u3002\u6570\u636e\u5206\u6790\u56e2\u961f\u9700\u719f\u7ec3\u8fd0\u7528\u5404\u7c7b\u9879\u76ee\u7ba1\u7406\u5de5\u5177\uff0c\u5982\u7518\u7279\u56fe\u3001\u770b\u677f\u7ba1\u7406\u7cfb\u7edf\u7b49\uff0c\u6765\u5408\u7406\u89c4\u5212\u9879\u76ee\u8fdb\u5ea6\u3001\u660e\u786e\u4efb\u52a1\u5206\u914d\u4e0e\u76d1\u63a7\u9879\u76ee\u8fdb\u5c55\uff0c\u63d0\u5347\u56e2\u961f\u534f\u4f5c\u6548\u7387\u4e0e\u9879\u76ee\u6267\u884c\u80fd\u529b\uff0c\u52a9\u529b\u4f01\u4e1a\u7684\u4e1a\u52a1\u7a33\u5065\u63a8\u8fdb\u4e0e\u9ad8\u6548\u62d3\u5c55\u3002\u5728\u56e2\u961f\u534f\u4f5c\u8fc7\u7a0b\u4e2d\uff0c\u5e94\u5229\u7528\u5373\u65f6\u901a\u8baf\u5de5\u5177\u3001\u5728\u7ebf\u6587\u6863\u534f\u4f5c\u5e73\u53f0\u7b49\u534f\u4f5c\u6280\u672f\uff0c\u4ee5\u6253\u7834\u6c9f\u901a\u58c1\u5792\uff0c\u8fbe\u81f3\u8d44\u8baf\u5b9e\u65f6\u5171\u4eab\u4e0e\u9ad8\u6548\u534f\u540c\u3002\u968f\u7740\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u51e0\u4f55\u7ea7\u6570\u53d1\u5c55\uff0c\u6570\u636e\u5206\u6790\u56e2\u961f\u5e94\u8bbe\u6cd5\u5c06\u5176\u878d\u5165\u5de5\u4f5c\u6d41\u7a0b\uff0c\u4fc3\u8fdb\u4eba\u7c7b\u4e0e\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u7684\u534f\u540c\u5408\u4f5c\uff0c\u4ee5\u63d0\u5347\u6548\u7387\u548c\u521b\u9020\u529b\u3002 \u77e5\u884c\u5408\u4e00 \u524d\u666f\u65e0\u9650 \u5c55\u671b\u672a\u6765\uff0c\u5927\u6570\u636e\u5206\u6790\u6280\u672f\u5c06\u5448\u73b0\u51fa\u66f4\u52a0\u8fc5\u731b\u7684\u53d1\u5c55\u6001\u52bf\uff0c\u5e76\u4e3a\u4f01\u4e1a\u5e26\u6765\u65e0\u7a77\u65e0\u5c3d\u7684\u673a\u9047\u548c\u53ef\u80fd\u3002\u9762\u5bf9\u8fd9\u573a\u79d1\u6280\u6d6a\u6f6e\uff0c\u5404\u65b9\u643a\u624b\u5171\u8fdb\uff0c\u4f18\u5316\u6570\u636e\u5206\u6790\u56e2\u961f\u7684\u7ba1\u7406\u534f\u4f5c\u673a\u5236\uff0c\u6253\u9020\u7cbe\u9510\u5353\u8d8a\u7684\u56e2\u961f\uff0c\u5b9a\u80fd\u5145\u5206\u5f00\u91c7\u5927\u6570\u636e\u7684\u4ef7\u503c\uff0c\u5171\u540c\u8c31\u5199\u667a\u80fd\u9ad8\u6548\u53d1\u5c55\u7684\u65b0\u7bc7\u7ae0\u3002 \u6ce81\uff1aZhang, X., Tian, F., Fang, Y., and Shen, H. \u201cHow to Promote Business Analytics Project Effectiveness: A Cross-disciplinary Bibliometric Analysis\u201d. Industrial Management &amp; Data Systems, under 1st round of revision. \u6ce82\uff1aFang, Y., Neufeld,\" \/>\n\t\t<meta property=\"og:url\" content=\"https:\/\/www.hkubs.hku.hk\/sc\/research\/thought-leadership\/hkej-column\/the-taming-of-the-data-shaping-a-world-class-analytics-team\/\" \/>\n\t\t<meta property=\"article:published_time\" content=\"2025-03-05T03:36:02+00:00\" \/>\n\t\t<meta property=\"article:modified_time\" content=\"2025-03-05T03:47:44+00:00\" \/>\n\t\t<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n\t\t<meta name=\"twitter:title\" content=\"\u6253\u9020\u5353\u8d8a\u6570\u636e\u5206\u6790\u56e2\u961f\u7684\u65b9\u7565 - HKU Business School\" \/>\n\t\t<meta name=\"twitter:description\" content=\"\u5728\u5927\u6570\u636e\u4e0e\u4eba\u5de5\u667a\u80fd\u6df1\u5ea6\u878d\u5408\u7684\u4eca\u5929\uff0c\u6570\u636e\u5df2\u6210\u4e3a\u4f01\u4e1a\u53d1\u5c55\u7684\u6838\u5fc3\u8d44\u4ea7\u3002\u968f\u7740\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u4e0d\u65ad\u7a81\u7834\u4e0e\u5e7f\u6cdb\u5e94\u7528\uff0c\u6570\u636e\u7684\u4ef7\u503c\u4e0a\u5347\u81f3\u524d\u6240\u672a\u6709\u7684\u9ad8\u5ea6\uff0c\u51e0\u4e4e\u6240\u6709\u4f01\u4e1a\u90fd\u81f4\u529b\u4e8e\u5229\u7528\u6570\u636e\u5206\u6790\u6765\u83b7\u53d6\u6709\u4ef7\u503c\u7684\u5546\u4e1a\u6d1e\u89c1\u3002 \u636eFortune Business Insights\u7684\u7814\u7a76\uff0c2022\u5e74\uff0c\u6570\u636e\u5206\u6790\u5e02\u573a\u89c4\u6a21\u4f30\u503c\u4e3a410.5\u4ebf\u7f8e\u5143\uff0c\u9884\u8ba1\u52302030\u5e74\u5c06\u589e\u957f\u81f32793.1\u4ebf\u7f8e\u5143\uff0c2023\u81f32030\u5e74\u671f\u95f4\u7684\u5e74\u5747\u589e\u957f\u7387\u4e3a27.3%\uff0c\u8db3\u89c1\u6570\u636e\u5206\u6790\u56e2\u961f\u65e5\u76ca\u91cd\u8981\u3002 \u6570\u636e\u6d6a\u6f6e\u4e0b\u6311\u6218\u4e0d\u65ad \u4e00\u4e2a\u4f18\u79c0\u7684\u6570\u636e\u5206\u6790\u56e2\u961f\uff0c\u80fd\u591f\u534f\u52a9\u4f01\u4e1a\u4ece\u6d77\u91cf\u7684\u6570\u636e\u4e2d\u63d0\u53d6\u5173\u952e\u8d44\u8baf\uff0c\u5927\u529b\u652f\u63f4\u4f01\u4e1a\u7684\u6218\u7565\u51b3\u7b56\uff0c\u8fdb\u800c\u63d0\u9ad8\u8fd0\u8425\u6548\u7387\uff0c\u589e\u5f3a\u5728\u5e02\u573a\u4e0a\u7684\u7ade\u4e89\u4f18\u52bf\u3002\u901a\u8fc7\u5bf9\u9500\u552e\u6570\u636e\u7684\u6df1\u5165\u5206\u6790\uff0c\u4f01\u4e1a\u53ef\u4ee5\u7cbe\u51c6\u628a\u63e1\u5e02\u573a\u9700\u6c42\uff0c\u4f18\u5316\u4ea7\u54c1\u5e03\u5c40\uff1b\u901a\u8fc7\u5bf9\u7528\u6237\u884c\u4e3a\u6570\u636e\u7684\u5f00\u91c7\uff08data mining\uff09\uff0c\u4f01\u4e1a\u80fd\u591f\u5b9e\u73b0\u4e2a\u6027\u5316\u8425\u9500\uff0c\u52a0\u5f3a\u7528\u6237\u6ee1\u610f\u5ea6\u548c\u5fe0\u8bda\u5ea6\u3002 \u7136\u800c\uff0c\u5f53\u524d\u6570\u636e\u5206\u6790\u56e2\u961f\u7684\u7ba1\u7406\u5374\u9762\u4e34\u4e0d\u5c11\u56f0\u96be\u3002\u8bb8\u591a\u516c\u53f8\u867d\u5728\u5927\u6570\u636e\u3001\u4eba\u5de5\u667a\u80fd\u548c\u673a\u5668\u5b66\u4e60\u65b9\u9762\u6295\u5165\u4e86\u5927\u91cf\u8d44\u6e90\uff0c\u5374\u672a\u80fd\u4ece\u4e2d\u6301\u7eed\u83b7\u5f97\u5546\u4e1a\u4ef7\u503c\u3002\u7814\u7a76\u673a\u6784Gartner\u7684\u62a5\u544a\u663e\u793a\uff0c\u4e00\u534a\u4ee5\u4e0a\u7684\u5e02\u573a\u603b\u76d1\u5bf9\u5176\u516c\u53f8\u8425\u9500\u6570\u636e\u5206\u6790\u56e2\u961f\u7684\u8868\u73b0\u8868\u793a\u4e0d\u6ee1\u3002 \u7a76\u5176\u539f\u56e0\uff0c\u5728\u4e8e\u5927\u6570\u636e\u5206\u6790\u662f\u4e00\u4e2a\u590d\u6742\u7684\u7cfb\u7edf\u5de5\u7a0b\uff0c\u5176\u6210\u529f\u7684\u8981\u7d20\u4e0d\u4ec5\u5728\u4e8e\u641c\u96c6\u3001\u5b58\u50a8\u548c\u7ba1\u7406\u6570\u636e\u8d44\u4ea7\u3001\u9002\u5f53\u7684\u5206\u6790\u65b9\u6cd5\u548c\u5de5\u5177\uff0c\u8fd8\u6709\u8d56\u56e2\u961f\u6210\u5458\u4e4b\u95f4\u9ad8\u6548\u7684\u8d44\u8baf\u4ea4\u4e92\u6a21\u5f0f\u4e0e\u534f\u540c\u673a\u5236\u3002\u6570\u636e\u3001\u5206\u6790\u5de5\u5177\u3001\u56e2\u961f\u8fd0\u4f5c\u548c\u516c\u53f8\u73af\u5883\u7b49\u591a\u9879\u56e0\u7d20\u76f8\u4e92\u4ea4\u7ec7\uff0c\u8981\u662f\u4efb\u4f55\u4e00\u4e2a\u73af\u8282\u51fa\u73b0\u95ee\u9898\uff0c\u90fd\u53ef\u80fd\u5bfc\u81f4\u6570\u636e\u5206\u6790\u9879\u76ee\u4ee5\u5931\u8d25\u544a\u7ec8\u3002\u56e0\u6b64\uff0c\u4f01\u4e1a\u5e94\u5236\u8ba2\u6709\u6548\u7684\u7ba1\u7406\u7b56\u7565\uff0c\u4ee5\u4fc3\u8fdb\u6570\u636e\u5206\u6790\u56e2\u961f\u7684\u6548\u80fd\uff0c\u5e76\u5145\u5206\u53d1\u6325\u6570\u636e\u7684\u4ef7\u503c\u3002 \u5efa\u8bbe\u56e2\u961f\u7684\u4e3b\u8f74\u7eb2\u9886 \u4e8b\u5b9e\u4e0a\uff0c\u9762\u5bf9\u5927\u6570\u636e\u5206\u6790\u7684\u91cd\u91cd\u963b\u969c\uff0c\u4f01\u4e1a\u5e76\u975e\u675f\u624b\u65e0\u7b56\u3002\u51fa\u8def\u662f\u6253\u9020\u5353\u8d8a\u7684\u6570\u636e\u5206\u6790\u56e2\u961f\uff0c\u4ece\u800c\u91ca\u653e\u5927\u6570\u636e\u7684\u6f5c\u529b\uff0c\u5b9e\u73b0\u5546\u4e1a\u4ef7\u503c\u7684\u6700\u5927\u5316\u3002\u4ee5\u4e0b\u52fe\u52d2\u5176\u4e2d\u4e03\u5927\u91cd\u70b9\u3002 \u4e00\u3001\u592f\u5b9e\u6570\u636e\u6839\u57fa\uff0c\u4fdd\u969c\u5206\u6790\u8d28\u91cf\u3010\u6ce81\u3011\u3002\u786e\u4fdd\u5206\u6790\u56e2\u961f\u7684\u6570\u636e\u6765\u6e90\u5e7f\u6cdb\u3001\u51c6\u786e\uff0c\u4ee5\u53ca\u5373\u65f6\u66f4\u65b0\u3002\u6570\u636e\u5206\u6790\u6db5\u76d6\u4ea4\u6613\u3001\u7528\u6237\u884c\u4e3a\u3001\u5e02\u573a\u52a8\u6001\u7b49\u591a\u7ef4\u5ea6\uff0c\u4e3a\u540e\u7eed\u7684\u6570\u636e\u5f00\u91c7\u63d0\u4f9b\u575a\u5b9e\u7684\u57fa\u7840\u3002\u5efa\u7acb\u79d1\u5b66\u7684\u6570\u636e\u5206\u6790\u6d41\u7a0b\u548c\u8d28\u91cf\u7ba1\u63a7\u4f53\u7cfb\u65f6\uff0c\u540e\u8005\u901a\u8fc7\u5efa\u7acb\u6570\u636e\u8d28\u91cf\u76d1\u63a7\u6307\u6807\u3001\u5b9a\u671f\u8bc4\u4f30\u6570\u636e\u8d28\u91cf\u7b49\u65b9\u5f0f\uff0c\u4ee5\u7ef4\u6301\u6570\u636e\u7684\u51c6\u786e\u6027\u548c\u4e00\u81f4\u6027\u3002 \u4e8c\u3001\u6df1\u5ea6\u5951\u5408\u4e1a\u52a1\uff0c\u7cbe\u51c6\u951a\u5b9a\u9700\u6c42\u3010\u6ce81\u3011\u3002\u6570\u636e\u5206\u6790\u56e2\u961f\u5e94\u4e0e\u4e1a\u52a1\u90e8\u95e8\u5408\u4f5c\u65e0\u95f4\uff0c\u6df1\u5165\u4e86\u89e3\u4e1a\u52a1\u9700\u6c42\uff0c\u63d0\u4f9b\u9488\u5bf9\u6027\u7684\u6570\u636e\u5206\u6790\u548c\u89e3\u51b3\u65b9\u6848\u3002\u6570\u636e\u5206\u6790\u56e2\u961f\u5728\u4f01\u4e1a\u4e2d\u7684\u5b9a\u4f4d\u5fc5\u987b\u9002\u5f53\u754c\u5b9a\uff0c\u4f7f\u5176\u6210\u4e3a\u4e1a\u52a1\u90e8\u95e8\u7684\u7d27\u5bc6\u4f19\u4f34\u3002\u56e2\u961f\u901a\u8fc7\u641c\u96c6\u3001\u6574\u7406\u3001\u5206\u6790\u6570\u636e\uff0c\u53ef\u652f\u63f4\u4f01\u4e1a\u7684\u65e5\u5e38\u8fd0\u8425\uff1b\u900f\u8fc7\u6df1\u5165\u4e86\u89e3\u4e1a\u52a1\u90e8\u95e8\u7684\u5de5\u4f5c\u6d41\u7a0b\u548c\u9700\u6c42\uff0c\u5c31\u80fd\u63d0\u4f9b\u91cf\u4f53\u88c1\u8863\u7684\u6570\u636e\u5206\u6790\u670d\u52a1\u3002 \u4e09\u3001\u6e05\u6670\u6c9f\u901a\u673a\u5236\uff0c\u4f18\u5316\u7ba1\u7406\u67b6\u6784\u3010\u6ce82\u3011\u3002\u6784\u5efa\u79d1\u5b66\u5408\u7406\u7684\u56e2\u961f\u7ba1\u7406\u67b6\u6784\u81f3\u5173\u91cd\u8981\uff0c\u5176\u4e2d\u5b8c\u5584\u7684\u6c9f\u901a\u673a\u5236\u4e0d\u53ef\u6216\u7f3a\u3002\u6210\u7acb\u4e13\u95e8\u7684\u6570\u636e\u7ba1\u7406\u90e8\u95e8\uff0c\u8d1f\u8d23\u7edf\u7b79\u6570\u636e\u7684\u641c\u96c6\u3001\u6574\u7406\u4e0e\u5206\u6790\u5de5\u4f5c\u65f6\uff0c\u5398\u6e05\u5404\u90e8\u95e8\u5728\u6570\u636e\u7ba1\u7406\u6d41\u7a0b\u4e2d\u7684\u804c\u8d23\uff0c\u800c\u90e8\u95e8\u4e4b\u95f4\u7684\u826f\u597d\u6c9f\u901a\u80fd\u591f\u907f\u514d\u8d23\u4efb\u63a8\u8bff\u548c\u5de5\u5e8f\u91cd\u53e0\uff0c\u4f7f\u5de5\u4f5c\u6548\u7387\u63d0\u9ad8\u3002\u5404\u90e8\u95e8\u53ea\u6709\u901a\u8fc7\u6709\u6548\u7684\u6c9f\u901a\uff0c\u624d\u80fd\u5404\u5c55\u6240\u957f\uff0c\u5b9e\u73b0\u8d44\u6e90\u7684\u4f18\u5316\u914d\u7f6e\uff0c\u8ba9\u6570\u636e\u5206\u6790\u9879\u76ee\u5f97\u4ee5\u987a\u5229\u8fdb\u884c\u3002 \u56db\u3001\u5851\u9020\u4ea4\u4e92\u8bb0\u5fc6\uff0c\u5f3a\u5316\u56e2\u961f\u534f\u4f5c\u3010\u6ce82\u3011\u3002\u56e2\u961f\u4e2d\u6bcf\u4e2a\u6210\u5458\u90fd\u6709\u5176\u64c5\u957f\u7684\u9886\u57df\u548c\u77e5\u8bc6\uff0c\u5fc5\u987b\u5f7c\u6b64\u4e86\u89e3\u5404\u81ea\u7684\u4e13\u957f\uff0c\u4ee5\u4fbf\u5728\u5904\u7406\u590d\u6742\u7684\u6570\u636e\u5206\u6790\u4e4b\u9645\uff0c\u6df1\u660e\u8c01\u5728\u54ea\u4e9b\u65b9\u9762\u8f83\u5f3a\uff0c\u8fbe\u81f3\u9ad8\u6548\u534f\u4f5c\u3002\u82e5\u5728\u4e00\u4e2a\u7efc\u5408\u6027\u6570\u636e\u5206\u6790\u9879\u76ee\u4e2d\uff0c\u8d1f\u8d23\u6570\u636e\u641c\u96c6\u7684\u6210\u5458\u77e5\u6089\u6570\u636e\u6765\u6e90\u7684\u4f18\u52bf\uff0c\u8d1f\u8d23\u5206\u6790\u7684\u6210\u5458\u64c5\u4e8e\u8fd0\u7528\u5404\u79cd\u65b9\u6cd5\uff0c\u901a\u8fc7\u4ea4\u4e92\u8bb0\u5fc6\u7cfb\u7edf\u59a5\u5584\u5206\u5de5\u800c\u5b8c\u6210\u9879\u76ee\uff0c\u5c31\u80fd\u6301\u7eed\u63d0\u9ad8\u56e2\u961f\u6574\u4f53\u8868\u73b0\u3002 \u4e94\u3001\u5b9e\u65bd\u521b\u9020\u6027\u6574\u5408\uff0c\u8d4b\u80fd\u4f01\u4e1a\u53d1\u5c55\u3010\u6ce83\u3011\u3002\u51ed\u501f\u6765\u6e90\u591a\u6837\u7684\u6570\u636e\u3001\u591a\u5143\u7684\u5206\u6790\u65b9\u6cd5\u4ee5\u53ca\u4e1a\u52a1\u77e5\u8bc6\uff0c\u56e2\u961f\u5c31\u80fd\u8fdb\u884c\u521b\u9020\u6027\u6574\u5408\u3002\u4ee5\u5206\u6790\u5e02\u573a\u73af\u5883\u548c\u7ade\u4e89\u4e3a\u4f8b\uff0c\u4e0d\u80fd\u5355\u9760\u5e02\u573a\u52a8\u6001\u6570\u636e\u548c\u6709\u5173\u5bf9\u624b\u7684\u6570\u636e\uff0c\u8fd8\u987b\u8fde\u7ed3\u4f01\u4e1a\u81ea\u8eab\u7684\u4e1a\u52a1\u7279\u70b9\u548c\u6218\u7565\u76ee\u6807\uff0c\u521b\u9020\u6027\u5730\u5c06\u8fd9\u4e9b\u8d44\u8baf\u6574\u5408\u8d77\u6765\uff0c\u4ece\u800c\u4e3a\u4f01\u4e1a\u5236\u5b9a\u51fa\u72ec\u7279\u7684\u5e02\u573a\u7b56\u7565\u3002 \u516d\u3001\u5f3a\u5316\u77e5\u8bc6\u7ba1\u7406\uff0c\u4fc3\u8fdb\u534f\u540c\u521b\u9020\u3010\u6ce84\u3011\u3002\u4e00\u4e2a\u6770\u51fa\u7684\u6570\u636e\u5206\u6790\u56e2\u961f\uff0c\u72b9\u5982\u4e00\u5ea7\u77e5\u8bc6\u5b9d\u5e93\uff0c\u5728\u957f\u671f\u5b9e\u8df5\u4e2d\u79ef\u7d2f\u4e86\u4e30\u5bcc\u7684\u4e13\u4e1a\u77e5\u8bc6\u4e0e\u6570\u636e\u5206\u6790\u6280\u5de7\u3002\u642d\u5efa\u5b8c\u5584\u7684\u77e5\u8bc6\u7ba1\u7406\u7cfb\u7edf\uff0c\u662f\u5f00\u542f\u8fd9\u5ea7\u5b9d\u5e93\u7684\u94a5\u5319\uff0c\u8ba9\u56e2\u961f\u7684\u77e5\u8bc6\u5f97\u4ee5\u9ad8\u6548\u6574\u5408\u4e0e\u5171\u521b\u3002\u5c06\u4e00\u7cfb\u5217\u9879\u76ee\u4e2d\u7684\u6570\u636e\u5206\u6790\u7ecf\u9a8c\u6574\u7406\u5f52\u6863\uff0c\u6210\u4e3a\u5b9d\u8d35\u7684\u201c\u667a\u6167\u9526\u56ca\u201d\uff0c\u6709\u5229\u4e8e\u56e2\u961f\u6210\u5458\u968f\u65f6\u4ece\u4e2d\u83b7\u53d6\u7075\u611f\uff0c\u6c72\u53d6\u517b\u5206\uff0c\u6301\u7eed\u63d0\u5347\u4e13\u4e1a\u80fd\u529b\u3002\u5bf9\u65b0\u6210\u5458\u6765\u8bf4\uff0c\u8fd9\u65e0\u7591\u662f\u878d\u5165\u56e2\u961f\u7684\u201c\u7eff\u8272\u901a\u9053\u201d\uff0c\u53ef\u8fc5\u901f\u8ba4\u8bc6\u5176\u4e2d\u5de5\u4f5c\u6a21\u5f0f\u548c\u638c\u63e1\u5fc5\u5907\u77e5\u8bc6\uff0c\u5e76\u5c3d\u5feb\u4e3a\u56e2\u961f\u8d21\u732e\u529b\u91cf\u3002 \u4e03\u3001\u501f\u52a9\u5148\u8fdb\u6280\u672f\uff0c\u5f3a\u5316\u534f\u4f5c\u6548\u80fd\u3010\u6ce83\u3011\u3002\u6570\u636e\u5206\u6790\u56e2\u961f\u9700\u719f\u7ec3\u8fd0\u7528\u5404\u7c7b\u9879\u76ee\u7ba1\u7406\u5de5\u5177\uff0c\u5982\u7518\u7279\u56fe\u3001\u770b\u677f\u7ba1\u7406\u7cfb\u7edf\u7b49\uff0c\u6765\u5408\u7406\u89c4\u5212\u9879\u76ee\u8fdb\u5ea6\u3001\u660e\u786e\u4efb\u52a1\u5206\u914d\u4e0e\u76d1\u63a7\u9879\u76ee\u8fdb\u5c55\uff0c\u63d0\u5347\u56e2\u961f\u534f\u4f5c\u6548\u7387\u4e0e\u9879\u76ee\u6267\u884c\u80fd\u529b\uff0c\u52a9\u529b\u4f01\u4e1a\u7684\u4e1a\u52a1\u7a33\u5065\u63a8\u8fdb\u4e0e\u9ad8\u6548\u62d3\u5c55\u3002\u5728\u56e2\u961f\u534f\u4f5c\u8fc7\u7a0b\u4e2d\uff0c\u5e94\u5229\u7528\u5373\u65f6\u901a\u8baf\u5de5\u5177\u3001\u5728\u7ebf\u6587\u6863\u534f\u4f5c\u5e73\u53f0\u7b49\u534f\u4f5c\u6280\u672f\uff0c\u4ee5\u6253\u7834\u6c9f\u901a\u58c1\u5792\uff0c\u8fbe\u81f3\u8d44\u8baf\u5b9e\u65f6\u5171\u4eab\u4e0e\u9ad8\u6548\u534f\u540c\u3002\u968f\u7740\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u51e0\u4f55\u7ea7\u6570\u53d1\u5c55\uff0c\u6570\u636e\u5206\u6790\u56e2\u961f\u5e94\u8bbe\u6cd5\u5c06\u5176\u878d\u5165\u5de5\u4f5c\u6d41\u7a0b\uff0c\u4fc3\u8fdb\u4eba\u7c7b\u4e0e\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u7684\u534f\u540c\u5408\u4f5c\uff0c\u4ee5\u63d0\u5347\u6548\u7387\u548c\u521b\u9020\u529b\u3002 \u77e5\u884c\u5408\u4e00 \u524d\u666f\u65e0\u9650 \u5c55\u671b\u672a\u6765\uff0c\u5927\u6570\u636e\u5206\u6790\u6280\u672f\u5c06\u5448\u73b0\u51fa\u66f4\u52a0\u8fc5\u731b\u7684\u53d1\u5c55\u6001\u52bf\uff0c\u5e76\u4e3a\u4f01\u4e1a\u5e26\u6765\u65e0\u7a77\u65e0\u5c3d\u7684\u673a\u9047\u548c\u53ef\u80fd\u3002\u9762\u5bf9\u8fd9\u573a\u79d1\u6280\u6d6a\u6f6e\uff0c\u5404\u65b9\u643a\u624b\u5171\u8fdb\uff0c\u4f18\u5316\u6570\u636e\u5206\u6790\u56e2\u961f\u7684\u7ba1\u7406\u534f\u4f5c\u673a\u5236\uff0c\u6253\u9020\u7cbe\u9510\u5353\u8d8a\u7684\u56e2\u961f\uff0c\u5b9a\u80fd\u5145\u5206\u5f00\u91c7\u5927\u6570\u636e\u7684\u4ef7\u503c\uff0c\u5171\u540c\u8c31\u5199\u667a\u80fd\u9ad8\u6548\u53d1\u5c55\u7684\u65b0\u7bc7\u7ae0\u3002 \u6ce81\uff1aZhang, X., Tian, F., Fang, Y., and Shen, H. \u201cHow to Promote Business Analytics Project Effectiveness: A Cross-disciplinary Bibliometric Analysis\u201d. Industrial Management &amp; Data Systems, under 1st round of revision. \u6ce82\uff1aFang, Y., Neufeld,\" \/>\n\t\t<script type=\"application\/ld+json\" class=\"aioseo-schema\">\n\t\t\t{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.hkubs.hku.hk\\\/sc\\\/research\\\/thought-leadership\\\/hkej-column\\\/the-taming-of-the-data-shaping-a-world-class-analytics-team\\\/#breadcrumblist\",\"itemListElement\":[{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.hkubs.hku.hk\\\/sc\\\/#listItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/www.hkubs.hku.hk\\\/sc\\\/\",\"nextItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.hkubs.hku.hk\\\/sc\\\/thought-leadership\\\/hkej-column-sc\\\/#listItem\",\"name\":\"\\u9f99\\u864e\\u5c71\\u4e0b\"}},{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.hkubs.hku.hk\\\/sc\\\/thought-leadership\\\/hkej-column-sc\\\/#listItem\",\"position\":2,\"name\":\"\\u9f99\\u864e\\u5c71\\u4e0b\",\"item\":\"https:\\\/\\\/www.hkubs.hku.hk\\\/sc\\\/thought-leadership\\\/hkej-column-sc\\\/\",\"nextItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.hkubs.hku.hk\\\/sc\\\/research\\\/thought-leadership\\\/hkej-column\\\/the-taming-of-the-data-shaping-a-world-class-analytics-team\\\/#listItem\",\"name\":\"\\u6253\\u9020\\u5353\\u8d8a\\u6570\\u636e\\u5206\\u6790\\u56e2\\u961f\\u7684\\u65b9\\u7565\"},\"previousItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.hkubs.hku.hk\\\/sc\\\/#listItem\",\"name\":\"Home\"}},{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.hkubs.hku.hk\\\/sc\\\/research\\\/thought-leadership\\\/hkej-column\\\/the-taming-of-the-data-shaping-a-world-class-analytics-team\\\/#listItem\",\"position\":3,\"name\":\"\\u6253\\u9020\\u5353\\u8d8a\\u6570\\u636e\\u5206\\u6790\\u56e2\\u961f\\u7684\\u65b9\\u7565\",\"previousItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.hkubs.hku.hk\\\/sc\\\/thought-leadership\\\/hkej-column-sc\\\/#listItem\",\"name\":\"\\u9f99\\u864e\\u5c71\\u4e0b\"}}]},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/www.hkubs.hku.hk\\\/sc\\\/#organization\",\"name\":\"HKU Business School\",\"url\":\"https:\\\/\\\/www.hkubs.hku.hk\\\/sc\\\/\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.hkubs.hku.hk\\\/sc\\\/research\\\/thought-leadership\\\/hkej-column\\\/the-taming-of-the-data-shaping-a-world-class-analytics-team\\\/#webpage\",\"url\":\"https:\\\/\\\/www.hkubs.hku.hk\\\/sc\\\/research\\\/thought-leadership\\\/hkej-column\\\/the-taming-of-the-data-shaping-a-world-class-analytics-team\\\/\",\"name\":\"\\u6253\\u9020\\u5353\\u8d8a\\u6570\\u636e\\u5206\\u6790\\u56e2\\u961f\\u7684\\u65b9\\u7565 - HKU Business School\",\"description\":\"\\u5728\\u5927\\u6570\\u636e\\u4e0e\\u4eba\\u5de5\\u667a\\u80fd\\u6df1\\u5ea6\\u878d\\u5408\\u7684\\u4eca\\u5929\\uff0c\\u6570\\u636e\\u5df2\\u6210\\u4e3a\\u4f01\\u4e1a\\u53d1\\u5c55\\u7684\\u6838\\u5fc3\\u8d44\\u4ea7\\u3002\\u968f\\u7740\\u4eba\\u5de5\\u667a\\u80fd\\u6280\\u672f\\u7684\\u4e0d\\u65ad\\u7a81\\u7834\\u4e0e\\u5e7f\\u6cdb\\u5e94\\u7528\\uff0c\\u6570\\u636e\\u7684\\u4ef7\\u503c\\u4e0a\\u5347\\u81f3\\u524d\\u6240\\u672a\\u6709\\u7684\\u9ad8\\u5ea6\\uff0c\\u51e0\\u4e4e\\u6240\\u6709\\u4f01\\u4e1a\\u90fd\\u81f4\\u529b\\u4e8e\\u5229\\u7528\\u6570\\u636e\\u5206\\u6790\\u6765\\u83b7\\u53d6\\u6709\\u4ef7\\u503c\\u7684\\u5546\\u4e1a\\u6d1e\\u89c1\\u3002 \\u636eFortune Business Insights\\u7684\\u7814\\u7a76\\uff0c2022\\u5e74\\uff0c\\u6570\\u636e\\u5206\\u6790\\u5e02\\u573a\\u89c4\\u6a21\\u4f30\\u503c\\u4e3a410.5\\u4ebf\\u7f8e\\u5143\\uff0c\\u9884\\u8ba1\\u52302030\\u5e74\\u5c06\\u589e\\u957f\\u81f32793.1\\u4ebf\\u7f8e\\u5143\\uff0c2023\\u81f32030\\u5e74\\u671f\\u95f4\\u7684\\u5e74\\u5747\\u589e\\u957f\\u7387\\u4e3a27.3%\\uff0c\\u8db3\\u89c1\\u6570\\u636e\\u5206\\u6790\\u56e2\\u961f\\u65e5\\u76ca\\u91cd\\u8981\\u3002 \\u6570\\u636e\\u6d6a\\u6f6e\\u4e0b\\u6311\\u6218\\u4e0d\\u65ad \\u4e00\\u4e2a\\u4f18\\u79c0\\u7684\\u6570\\u636e\\u5206\\u6790\\u56e2\\u961f\\uff0c\\u80fd\\u591f\\u534f\\u52a9\\u4f01\\u4e1a\\u4ece\\u6d77\\u91cf\\u7684\\u6570\\u636e\\u4e2d\\u63d0\\u53d6\\u5173\\u952e\\u8d44\\u8baf\\uff0c\\u5927\\u529b\\u652f\\u63f4\\u4f01\\u4e1a\\u7684\\u6218\\u7565\\u51b3\\u7b56\\uff0c\\u8fdb\\u800c\\u63d0\\u9ad8\\u8fd0\\u8425\\u6548\\u7387\\uff0c\\u589e\\u5f3a\\u5728\\u5e02\\u573a\\u4e0a\\u7684\\u7ade\\u4e89\\u4f18\\u52bf\\u3002\\u901a\\u8fc7\\u5bf9\\u9500\\u552e\\u6570\\u636e\\u7684\\u6df1\\u5165\\u5206\\u6790\\uff0c\\u4f01\\u4e1a\\u53ef\\u4ee5\\u7cbe\\u51c6\\u628a\\u63e1\\u5e02\\u573a\\u9700\\u6c42\\uff0c\\u4f18\\u5316\\u4ea7\\u54c1\\u5e03\\u5c40\\uff1b\\u901a\\u8fc7\\u5bf9\\u7528\\u6237\\u884c\\u4e3a\\u6570\\u636e\\u7684\\u5f00\\u91c7\\uff08data mining\\uff09\\uff0c\\u4f01\\u4e1a\\u80fd\\u591f\\u5b9e\\u73b0\\u4e2a\\u6027\\u5316\\u8425\\u9500\\uff0c\\u52a0\\u5f3a\\u7528\\u6237\\u6ee1\\u610f\\u5ea6\\u548c\\u5fe0\\u8bda\\u5ea6\\u3002 \\u7136\\u800c\\uff0c\\u5f53\\u524d\\u6570\\u636e\\u5206\\u6790\\u56e2\\u961f\\u7684\\u7ba1\\u7406\\u5374\\u9762\\u4e34\\u4e0d\\u5c11\\u56f0\\u96be\\u3002\\u8bb8\\u591a\\u516c\\u53f8\\u867d\\u5728\\u5927\\u6570\\u636e\\u3001\\u4eba\\u5de5\\u667a\\u80fd\\u548c\\u673a\\u5668\\u5b66\\u4e60\\u65b9\\u9762\\u6295\\u5165\\u4e86\\u5927\\u91cf\\u8d44\\u6e90\\uff0c\\u5374\\u672a\\u80fd\\u4ece\\u4e2d\\u6301\\u7eed\\u83b7\\u5f97\\u5546\\u4e1a\\u4ef7\\u503c\\u3002\\u7814\\u7a76\\u673a\\u6784Gartner\\u7684\\u62a5\\u544a\\u663e\\u793a\\uff0c\\u4e00\\u534a\\u4ee5\\u4e0a\\u7684\\u5e02\\u573a\\u603b\\u76d1\\u5bf9\\u5176\\u516c\\u53f8\\u8425\\u9500\\u6570\\u636e\\u5206\\u6790\\u56e2\\u961f\\u7684\\u8868\\u73b0\\u8868\\u793a\\u4e0d\\u6ee1\\u3002 \\u7a76\\u5176\\u539f\\u56e0\\uff0c\\u5728\\u4e8e\\u5927\\u6570\\u636e\\u5206\\u6790\\u662f\\u4e00\\u4e2a\\u590d\\u6742\\u7684\\u7cfb\\u7edf\\u5de5\\u7a0b\\uff0c\\u5176\\u6210\\u529f\\u7684\\u8981\\u7d20\\u4e0d\\u4ec5\\u5728\\u4e8e\\u641c\\u96c6\\u3001\\u5b58\\u50a8\\u548c\\u7ba1\\u7406\\u6570\\u636e\\u8d44\\u4ea7\\u3001\\u9002\\u5f53\\u7684\\u5206\\u6790\\u65b9\\u6cd5\\u548c\\u5de5\\u5177\\uff0c\\u8fd8\\u6709\\u8d56\\u56e2\\u961f\\u6210\\u5458\\u4e4b\\u95f4\\u9ad8\\u6548\\u7684\\u8d44\\u8baf\\u4ea4\\u4e92\\u6a21\\u5f0f\\u4e0e\\u534f\\u540c\\u673a\\u5236\\u3002\\u6570\\u636e\\u3001\\u5206\\u6790\\u5de5\\u5177\\u3001\\u56e2\\u961f\\u8fd0\\u4f5c\\u548c\\u516c\\u53f8\\u73af\\u5883\\u7b49\\u591a\\u9879\\u56e0\\u7d20\\u76f8\\u4e92\\u4ea4\\u7ec7\\uff0c\\u8981\\u662f\\u4efb\\u4f55\\u4e00\\u4e2a\\u73af\\u8282\\u51fa\\u73b0\\u95ee\\u9898\\uff0c\\u90fd\\u53ef\\u80fd\\u5bfc\\u81f4\\u6570\\u636e\\u5206\\u6790\\u9879\\u76ee\\u4ee5\\u5931\\u8d25\\u544a\\u7ec8\\u3002\\u56e0\\u6b64\\uff0c\\u4f01\\u4e1a\\u5e94\\u5236\\u8ba2\\u6709\\u6548\\u7684\\u7ba1\\u7406\\u7b56\\u7565\\uff0c\\u4ee5\\u4fc3\\u8fdb\\u6570\\u636e\\u5206\\u6790\\u56e2\\u961f\\u7684\\u6548\\u80fd\\uff0c\\u5e76\\u5145\\u5206\\u53d1\\u6325\\u6570\\u636e\\u7684\\u4ef7\\u503c\\u3002 \\u5efa\\u8bbe\\u56e2\\u961f\\u7684\\u4e3b\\u8f74\\u7eb2\\u9886 \\u4e8b\\u5b9e\\u4e0a\\uff0c\\u9762\\u5bf9\\u5927\\u6570\\u636e\\u5206\\u6790\\u7684\\u91cd\\u91cd\\u963b\\u969c\\uff0c\\u4f01\\u4e1a\\u5e76\\u975e\\u675f\\u624b\\u65e0\\u7b56\\u3002\\u51fa\\u8def\\u662f\\u6253\\u9020\\u5353\\u8d8a\\u7684\\u6570\\u636e\\u5206\\u6790\\u56e2\\u961f\\uff0c\\u4ece\\u800c\\u91ca\\u653e\\u5927\\u6570\\u636e\\u7684\\u6f5c\\u529b\\uff0c\\u5b9e\\u73b0\\u5546\\u4e1a\\u4ef7\\u503c\\u7684\\u6700\\u5927\\u5316\\u3002\\u4ee5\\u4e0b\\u52fe\\u52d2\\u5176\\u4e2d\\u4e03\\u5927\\u91cd\\u70b9\\u3002 \\u4e00\\u3001\\u592f\\u5b9e\\u6570\\u636e\\u6839\\u57fa\\uff0c\\u4fdd\\u969c\\u5206\\u6790\\u8d28\\u91cf\\u3010\\u6ce81\\u3011\\u3002\\u786e\\u4fdd\\u5206\\u6790\\u56e2\\u961f\\u7684\\u6570\\u636e\\u6765\\u6e90\\u5e7f\\u6cdb\\u3001\\u51c6\\u786e\\uff0c\\u4ee5\\u53ca\\u5373\\u65f6\\u66f4\\u65b0\\u3002\\u6570\\u636e\\u5206\\u6790\\u6db5\\u76d6\\u4ea4\\u6613\\u3001\\u7528\\u6237\\u884c\\u4e3a\\u3001\\u5e02\\u573a\\u52a8\\u6001\\u7b49\\u591a\\u7ef4\\u5ea6\\uff0c\\u4e3a\\u540e\\u7eed\\u7684\\u6570\\u636e\\u5f00\\u91c7\\u63d0\\u4f9b\\u575a\\u5b9e\\u7684\\u57fa\\u7840\\u3002\\u5efa\\u7acb\\u79d1\\u5b66\\u7684\\u6570\\u636e\\u5206\\u6790\\u6d41\\u7a0b\\u548c\\u8d28\\u91cf\\u7ba1\\u63a7\\u4f53\\u7cfb\\u65f6\\uff0c\\u540e\\u8005\\u901a\\u8fc7\\u5efa\\u7acb\\u6570\\u636e\\u8d28\\u91cf\\u76d1\\u63a7\\u6307\\u6807\\u3001\\u5b9a\\u671f\\u8bc4\\u4f30\\u6570\\u636e\\u8d28\\u91cf\\u7b49\\u65b9\\u5f0f\\uff0c\\u4ee5\\u7ef4\\u6301\\u6570\\u636e\\u7684\\u51c6\\u786e\\u6027\\u548c\\u4e00\\u81f4\\u6027\\u3002 \\u4e8c\\u3001\\u6df1\\u5ea6\\u5951\\u5408\\u4e1a\\u52a1\\uff0c\\u7cbe\\u51c6\\u951a\\u5b9a\\u9700\\u6c42\\u3010\\u6ce81\\u3011\\u3002\\u6570\\u636e\\u5206\\u6790\\u56e2\\u961f\\u5e94\\u4e0e\\u4e1a\\u52a1\\u90e8\\u95e8\\u5408\\u4f5c\\u65e0\\u95f4\\uff0c\\u6df1\\u5165\\u4e86\\u89e3\\u4e1a\\u52a1\\u9700\\u6c42\\uff0c\\u63d0\\u4f9b\\u9488\\u5bf9\\u6027\\u7684\\u6570\\u636e\\u5206\\u6790\\u548c\\u89e3\\u51b3\\u65b9\\u6848\\u3002\\u6570\\u636e\\u5206\\u6790\\u56e2\\u961f\\u5728\\u4f01\\u4e1a\\u4e2d\\u7684\\u5b9a\\u4f4d\\u5fc5\\u987b\\u9002\\u5f53\\u754c\\u5b9a\\uff0c\\u4f7f\\u5176\\u6210\\u4e3a\\u4e1a\\u52a1\\u90e8\\u95e8\\u7684\\u7d27\\u5bc6\\u4f19\\u4f34\\u3002\\u56e2\\u961f\\u901a\\u8fc7\\u641c\\u96c6\\u3001\\u6574\\u7406\\u3001\\u5206\\u6790\\u6570\\u636e\\uff0c\\u53ef\\u652f\\u63f4\\u4f01\\u4e1a\\u7684\\u65e5\\u5e38\\u8fd0\\u8425\\uff1b\\u900f\\u8fc7\\u6df1\\u5165\\u4e86\\u89e3\\u4e1a\\u52a1\\u90e8\\u95e8\\u7684\\u5de5\\u4f5c\\u6d41\\u7a0b\\u548c\\u9700\\u6c42\\uff0c\\u5c31\\u80fd\\u63d0\\u4f9b\\u91cf\\u4f53\\u88c1\\u8863\\u7684\\u6570\\u636e\\u5206\\u6790\\u670d\\u52a1\\u3002 \\u4e09\\u3001\\u6e05\\u6670\\u6c9f\\u901a\\u673a\\u5236\\uff0c\\u4f18\\u5316\\u7ba1\\u7406\\u67b6\\u6784\\u3010\\u6ce82\\u3011\\u3002\\u6784\\u5efa\\u79d1\\u5b66\\u5408\\u7406\\u7684\\u56e2\\u961f\\u7ba1\\u7406\\u67b6\\u6784\\u81f3\\u5173\\u91cd\\u8981\\uff0c\\u5176\\u4e2d\\u5b8c\\u5584\\u7684\\u6c9f\\u901a\\u673a\\u5236\\u4e0d\\u53ef\\u6216\\u7f3a\\u3002\\u6210\\u7acb\\u4e13\\u95e8\\u7684\\u6570\\u636e\\u7ba1\\u7406\\u90e8\\u95e8\\uff0c\\u8d1f\\u8d23\\u7edf\\u7b79\\u6570\\u636e\\u7684\\u641c\\u96c6\\u3001\\u6574\\u7406\\u4e0e\\u5206\\u6790\\u5de5\\u4f5c\\u65f6\\uff0c\\u5398\\u6e05\\u5404\\u90e8\\u95e8\\u5728\\u6570\\u636e\\u7ba1\\u7406\\u6d41\\u7a0b\\u4e2d\\u7684\\u804c\\u8d23\\uff0c\\u800c\\u90e8\\u95e8\\u4e4b\\u95f4\\u7684\\u826f\\u597d\\u6c9f\\u901a\\u80fd\\u591f\\u907f\\u514d\\u8d23\\u4efb\\u63a8\\u8bff\\u548c\\u5de5\\u5e8f\\u91cd\\u53e0\\uff0c\\u4f7f\\u5de5\\u4f5c\\u6548\\u7387\\u63d0\\u9ad8\\u3002\\u5404\\u90e8\\u95e8\\u53ea\\u6709\\u901a\\u8fc7\\u6709\\u6548\\u7684\\u6c9f\\u901a\\uff0c\\u624d\\u80fd\\u5404\\u5c55\\u6240\\u957f\\uff0c\\u5b9e\\u73b0\\u8d44\\u6e90\\u7684\\u4f18\\u5316\\u914d\\u7f6e\\uff0c\\u8ba9\\u6570\\u636e\\u5206\\u6790\\u9879\\u76ee\\u5f97\\u4ee5\\u987a\\u5229\\u8fdb\\u884c\\u3002 \\u56db\\u3001\\u5851\\u9020\\u4ea4\\u4e92\\u8bb0\\u5fc6\\uff0c\\u5f3a\\u5316\\u56e2\\u961f\\u534f\\u4f5c\\u3010\\u6ce82\\u3011\\u3002\\u56e2\\u961f\\u4e2d\\u6bcf\\u4e2a\\u6210\\u5458\\u90fd\\u6709\\u5176\\u64c5\\u957f\\u7684\\u9886\\u57df\\u548c\\u77e5\\u8bc6\\uff0c\\u5fc5\\u987b\\u5f7c\\u6b64\\u4e86\\u89e3\\u5404\\u81ea\\u7684\\u4e13\\u957f\\uff0c\\u4ee5\\u4fbf\\u5728\\u5904\\u7406\\u590d\\u6742\\u7684\\u6570\\u636e\\u5206\\u6790\\u4e4b\\u9645\\uff0c\\u6df1\\u660e\\u8c01\\u5728\\u54ea\\u4e9b\\u65b9\\u9762\\u8f83\\u5f3a\\uff0c\\u8fbe\\u81f3\\u9ad8\\u6548\\u534f\\u4f5c\\u3002\\u82e5\\u5728\\u4e00\\u4e2a\\u7efc\\u5408\\u6027\\u6570\\u636e\\u5206\\u6790\\u9879\\u76ee\\u4e2d\\uff0c\\u8d1f\\u8d23\\u6570\\u636e\\u641c\\u96c6\\u7684\\u6210\\u5458\\u77e5\\u6089\\u6570\\u636e\\u6765\\u6e90\\u7684\\u4f18\\u52bf\\uff0c\\u8d1f\\u8d23\\u5206\\u6790\\u7684\\u6210\\u5458\\u64c5\\u4e8e\\u8fd0\\u7528\\u5404\\u79cd\\u65b9\\u6cd5\\uff0c\\u901a\\u8fc7\\u4ea4\\u4e92\\u8bb0\\u5fc6\\u7cfb\\u7edf\\u59a5\\u5584\\u5206\\u5de5\\u800c\\u5b8c\\u6210\\u9879\\u76ee\\uff0c\\u5c31\\u80fd\\u6301\\u7eed\\u63d0\\u9ad8\\u56e2\\u961f\\u6574\\u4f53\\u8868\\u73b0\\u3002 \\u4e94\\u3001\\u5b9e\\u65bd\\u521b\\u9020\\u6027\\u6574\\u5408\\uff0c\\u8d4b\\u80fd\\u4f01\\u4e1a\\u53d1\\u5c55\\u3010\\u6ce83\\u3011\\u3002\\u51ed\\u501f\\u6765\\u6e90\\u591a\\u6837\\u7684\\u6570\\u636e\\u3001\\u591a\\u5143\\u7684\\u5206\\u6790\\u65b9\\u6cd5\\u4ee5\\u53ca\\u4e1a\\u52a1\\u77e5\\u8bc6\\uff0c\\u56e2\\u961f\\u5c31\\u80fd\\u8fdb\\u884c\\u521b\\u9020\\u6027\\u6574\\u5408\\u3002\\u4ee5\\u5206\\u6790\\u5e02\\u573a\\u73af\\u5883\\u548c\\u7ade\\u4e89\\u4e3a\\u4f8b\\uff0c\\u4e0d\\u80fd\\u5355\\u9760\\u5e02\\u573a\\u52a8\\u6001\\u6570\\u636e\\u548c\\u6709\\u5173\\u5bf9\\u624b\\u7684\\u6570\\u636e\\uff0c\\u8fd8\\u987b\\u8fde\\u7ed3\\u4f01\\u4e1a\\u81ea\\u8eab\\u7684\\u4e1a\\u52a1\\u7279\\u70b9\\u548c\\u6218\\u7565\\u76ee\\u6807\\uff0c\\u521b\\u9020\\u6027\\u5730\\u5c06\\u8fd9\\u4e9b\\u8d44\\u8baf\\u6574\\u5408\\u8d77\\u6765\\uff0c\\u4ece\\u800c\\u4e3a\\u4f01\\u4e1a\\u5236\\u5b9a\\u51fa\\u72ec\\u7279\\u7684\\u5e02\\u573a\\u7b56\\u7565\\u3002 \\u516d\\u3001\\u5f3a\\u5316\\u77e5\\u8bc6\\u7ba1\\u7406\\uff0c\\u4fc3\\u8fdb\\u534f\\u540c\\u521b\\u9020\\u3010\\u6ce84\\u3011\\u3002\\u4e00\\u4e2a\\u6770\\u51fa\\u7684\\u6570\\u636e\\u5206\\u6790\\u56e2\\u961f\\uff0c\\u72b9\\u5982\\u4e00\\u5ea7\\u77e5\\u8bc6\\u5b9d\\u5e93\\uff0c\\u5728\\u957f\\u671f\\u5b9e\\u8df5\\u4e2d\\u79ef\\u7d2f\\u4e86\\u4e30\\u5bcc\\u7684\\u4e13\\u4e1a\\u77e5\\u8bc6\\u4e0e\\u6570\\u636e\\u5206\\u6790\\u6280\\u5de7\\u3002\\u642d\\u5efa\\u5b8c\\u5584\\u7684\\u77e5\\u8bc6\\u7ba1\\u7406\\u7cfb\\u7edf\\uff0c\\u662f\\u5f00\\u542f\\u8fd9\\u5ea7\\u5b9d\\u5e93\\u7684\\u94a5\\u5319\\uff0c\\u8ba9\\u56e2\\u961f\\u7684\\u77e5\\u8bc6\\u5f97\\u4ee5\\u9ad8\\u6548\\u6574\\u5408\\u4e0e\\u5171\\u521b\\u3002\\u5c06\\u4e00\\u7cfb\\u5217\\u9879\\u76ee\\u4e2d\\u7684\\u6570\\u636e\\u5206\\u6790\\u7ecf\\u9a8c\\u6574\\u7406\\u5f52\\u6863\\uff0c\\u6210\\u4e3a\\u5b9d\\u8d35\\u7684\\u201c\\u667a\\u6167\\u9526\\u56ca\\u201d\\uff0c\\u6709\\u5229\\u4e8e\\u56e2\\u961f\\u6210\\u5458\\u968f\\u65f6\\u4ece\\u4e2d\\u83b7\\u53d6\\u7075\\u611f\\uff0c\\u6c72\\u53d6\\u517b\\u5206\\uff0c\\u6301\\u7eed\\u63d0\\u5347\\u4e13\\u4e1a\\u80fd\\u529b\\u3002\\u5bf9\\u65b0\\u6210\\u5458\\u6765\\u8bf4\\uff0c\\u8fd9\\u65e0\\u7591\\u662f\\u878d\\u5165\\u56e2\\u961f\\u7684\\u201c\\u7eff\\u8272\\u901a\\u9053\\u201d\\uff0c\\u53ef\\u8fc5\\u901f\\u8ba4\\u8bc6\\u5176\\u4e2d\\u5de5\\u4f5c\\u6a21\\u5f0f\\u548c\\u638c\\u63e1\\u5fc5\\u5907\\u77e5\\u8bc6\\uff0c\\u5e76\\u5c3d\\u5feb\\u4e3a\\u56e2\\u961f\\u8d21\\u732e\\u529b\\u91cf\\u3002 \\u4e03\\u3001\\u501f\\u52a9\\u5148\\u8fdb\\u6280\\u672f\\uff0c\\u5f3a\\u5316\\u534f\\u4f5c\\u6548\\u80fd\\u3010\\u6ce83\\u3011\\u3002\\u6570\\u636e\\u5206\\u6790\\u56e2\\u961f\\u9700\\u719f\\u7ec3\\u8fd0\\u7528\\u5404\\u7c7b\\u9879\\u76ee\\u7ba1\\u7406\\u5de5\\u5177\\uff0c\\u5982\\u7518\\u7279\\u56fe\\u3001\\u770b\\u677f\\u7ba1\\u7406\\u7cfb\\u7edf\\u7b49\\uff0c\\u6765\\u5408\\u7406\\u89c4\\u5212\\u9879\\u76ee\\u8fdb\\u5ea6\\u3001\\u660e\\u786e\\u4efb\\u52a1\\u5206\\u914d\\u4e0e\\u76d1\\u63a7\\u9879\\u76ee\\u8fdb\\u5c55\\uff0c\\u63d0\\u5347\\u56e2\\u961f\\u534f\\u4f5c\\u6548\\u7387\\u4e0e\\u9879\\u76ee\\u6267\\u884c\\u80fd\\u529b\\uff0c\\u52a9\\u529b\\u4f01\\u4e1a\\u7684\\u4e1a\\u52a1\\u7a33\\u5065\\u63a8\\u8fdb\\u4e0e\\u9ad8\\u6548\\u62d3\\u5c55\\u3002\\u5728\\u56e2\\u961f\\u534f\\u4f5c\\u8fc7\\u7a0b\\u4e2d\\uff0c\\u5e94\\u5229\\u7528\\u5373\\u65f6\\u901a\\u8baf\\u5de5\\u5177\\u3001\\u5728\\u7ebf\\u6587\\u6863\\u534f\\u4f5c\\u5e73\\u53f0\\u7b49\\u534f\\u4f5c\\u6280\\u672f\\uff0c\\u4ee5\\u6253\\u7834\\u6c9f\\u901a\\u58c1\\u5792\\uff0c\\u8fbe\\u81f3\\u8d44\\u8baf\\u5b9e\\u65f6\\u5171\\u4eab\\u4e0e\\u9ad8\\u6548\\u534f\\u540c\\u3002\\u968f\\u7740\\u751f\\u6210\\u5f0f\\u4eba\\u5de5\\u667a\\u80fd\\u6280\\u672f\\u7684\\u51e0\\u4f55\\u7ea7\\u6570\\u53d1\\u5c55\\uff0c\\u6570\\u636e\\u5206\\u6790\\u56e2\\u961f\\u5e94\\u8bbe\\u6cd5\\u5c06\\u5176\\u878d\\u5165\\u5de5\\u4f5c\\u6d41\\u7a0b\\uff0c\\u4fc3\\u8fdb\\u4eba\\u7c7b\\u4e0e\\u751f\\u6210\\u5f0f\\u4eba\\u5de5\\u667a\\u80fd\\u7684\\u534f\\u540c\\u5408\\u4f5c\\uff0c\\u4ee5\\u63d0\\u5347\\u6548\\u7387\\u548c\\u521b\\u9020\\u529b\\u3002 \\u77e5\\u884c\\u5408\\u4e00 \\u524d\\u666f\\u65e0\\u9650 \\u5c55\\u671b\\u672a\\u6765\\uff0c\\u5927\\u6570\\u636e\\u5206\\u6790\\u6280\\u672f\\u5c06\\u5448\\u73b0\\u51fa\\u66f4\\u52a0\\u8fc5\\u731b\\u7684\\u53d1\\u5c55\\u6001\\u52bf\\uff0c\\u5e76\\u4e3a\\u4f01\\u4e1a\\u5e26\\u6765\\u65e0\\u7a77\\u65e0\\u5c3d\\u7684\\u673a\\u9047\\u548c\\u53ef\\u80fd\\u3002\\u9762\\u5bf9\\u8fd9\\u573a\\u79d1\\u6280\\u6d6a\\u6f6e\\uff0c\\u5404\\u65b9\\u643a\\u624b\\u5171\\u8fdb\\uff0c\\u4f18\\u5316\\u6570\\u636e\\u5206\\u6790\\u56e2\\u961f\\u7684\\u7ba1\\u7406\\u534f\\u4f5c\\u673a\\u5236\\uff0c\\u6253\\u9020\\u7cbe\\u9510\\u5353\\u8d8a\\u7684\\u56e2\\u961f\\uff0c\\u5b9a\\u80fd\\u5145\\u5206\\u5f00\\u91c7\\u5927\\u6570\\u636e\\u7684\\u4ef7\\u503c\\uff0c\\u5171\\u540c\\u8c31\\u5199\\u667a\\u80fd\\u9ad8\\u6548\\u53d1\\u5c55\\u7684\\u65b0\\u7bc7\\u7ae0\\u3002 \\u6ce81\\uff1aZhang, X., Tian, F., Fang, Y., and Shen, H. \\u201cHow to Promote Business Analytics Project Effectiveness: A Cross-disciplinary Bibliometric Analysis\\u201d. Industrial Management & Data Systems, under 1st round of revision. \\u6ce82\\uff1aFang, Y., Neufeld,\",\"inLanguage\":\"zh-CN\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.hkubs.hku.hk\\\/sc\\\/#website\"},\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.hkubs.hku.hk\\\/sc\\\/research\\\/thought-leadership\\\/hkej-column\\\/the-taming-of-the-data-shaping-a-world-class-analytics-team\\\/#breadcrumblist\"},\"datePublished\":\"2025-03-05T11:36:02+08:00\",\"dateModified\":\"2025-03-05T11:47:44+08:00\"},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.hkubs.hku.hk\\\/sc\\\/#website\",\"url\":\"https:\\\/\\\/www.hkubs.hku.hk\\\/sc\\\/\",\"name\":\"HKU Business School\",\"inLanguage\":\"zh-CN\",\"publisher\":{\"@id\":\"https:\\\/\\\/www.hkubs.hku.hk\\\/sc\\\/#organization\"}}]}\n\t\t<\/script>\n\t\t<!-- All in One SEO -->\n\n","aioseo_head_json":{"title":"\u6253\u9020\u5353\u8d8a\u6570\u636e\u5206\u6790\u56e2\u961f\u7684\u65b9\u7565 - HKU Business School","description":"\u5728\u5927\u6570\u636e\u4e0e\u4eba\u5de5\u667a\u80fd\u6df1\u5ea6\u878d\u5408\u7684\u4eca\u5929\uff0c\u6570\u636e\u5df2\u6210\u4e3a\u4f01\u4e1a\u53d1\u5c55\u7684\u6838\u5fc3\u8d44\u4ea7\u3002\u968f\u7740\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u4e0d\u65ad\u7a81\u7834\u4e0e\u5e7f\u6cdb\u5e94\u7528\uff0c\u6570\u636e\u7684\u4ef7\u503c\u4e0a\u5347\u81f3\u524d\u6240\u672a\u6709\u7684\u9ad8\u5ea6\uff0c\u51e0\u4e4e\u6240\u6709\u4f01\u4e1a\u90fd\u81f4\u529b\u4e8e\u5229\u7528\u6570\u636e\u5206\u6790\u6765\u83b7\u53d6\u6709\u4ef7\u503c\u7684\u5546\u4e1a\u6d1e\u89c1\u3002 \u636eFortune Business Insights\u7684\u7814\u7a76\uff0c2022\u5e74\uff0c\u6570\u636e\u5206\u6790\u5e02\u573a\u89c4\u6a21\u4f30\u503c\u4e3a410.5\u4ebf\u7f8e\u5143\uff0c\u9884\u8ba1\u52302030\u5e74\u5c06\u589e\u957f\u81f32793.1\u4ebf\u7f8e\u5143\uff0c2023\u81f32030\u5e74\u671f\u95f4\u7684\u5e74\u5747\u589e\u957f\u7387\u4e3a27.3%\uff0c\u8db3\u89c1\u6570\u636e\u5206\u6790\u56e2\u961f\u65e5\u76ca\u91cd\u8981\u3002 \u6570\u636e\u6d6a\u6f6e\u4e0b\u6311\u6218\u4e0d\u65ad \u4e00\u4e2a\u4f18\u79c0\u7684\u6570\u636e\u5206\u6790\u56e2\u961f\uff0c\u80fd\u591f\u534f\u52a9\u4f01\u4e1a\u4ece\u6d77\u91cf\u7684\u6570\u636e\u4e2d\u63d0\u53d6\u5173\u952e\u8d44\u8baf\uff0c\u5927\u529b\u652f\u63f4\u4f01\u4e1a\u7684\u6218\u7565\u51b3\u7b56\uff0c\u8fdb\u800c\u63d0\u9ad8\u8fd0\u8425\u6548\u7387\uff0c\u589e\u5f3a\u5728\u5e02\u573a\u4e0a\u7684\u7ade\u4e89\u4f18\u52bf\u3002\u901a\u8fc7\u5bf9\u9500\u552e\u6570\u636e\u7684\u6df1\u5165\u5206\u6790\uff0c\u4f01\u4e1a\u53ef\u4ee5\u7cbe\u51c6\u628a\u63e1\u5e02\u573a\u9700\u6c42\uff0c\u4f18\u5316\u4ea7\u54c1\u5e03\u5c40\uff1b\u901a\u8fc7\u5bf9\u7528\u6237\u884c\u4e3a\u6570\u636e\u7684\u5f00\u91c7\uff08data mining\uff09\uff0c\u4f01\u4e1a\u80fd\u591f\u5b9e\u73b0\u4e2a\u6027\u5316\u8425\u9500\uff0c\u52a0\u5f3a\u7528\u6237\u6ee1\u610f\u5ea6\u548c\u5fe0\u8bda\u5ea6\u3002 \u7136\u800c\uff0c\u5f53\u524d\u6570\u636e\u5206\u6790\u56e2\u961f\u7684\u7ba1\u7406\u5374\u9762\u4e34\u4e0d\u5c11\u56f0\u96be\u3002\u8bb8\u591a\u516c\u53f8\u867d\u5728\u5927\u6570\u636e\u3001\u4eba\u5de5\u667a\u80fd\u548c\u673a\u5668\u5b66\u4e60\u65b9\u9762\u6295\u5165\u4e86\u5927\u91cf\u8d44\u6e90\uff0c\u5374\u672a\u80fd\u4ece\u4e2d\u6301\u7eed\u83b7\u5f97\u5546\u4e1a\u4ef7\u503c\u3002\u7814\u7a76\u673a\u6784Gartner\u7684\u62a5\u544a\u663e\u793a\uff0c\u4e00\u534a\u4ee5\u4e0a\u7684\u5e02\u573a\u603b\u76d1\u5bf9\u5176\u516c\u53f8\u8425\u9500\u6570\u636e\u5206\u6790\u56e2\u961f\u7684\u8868\u73b0\u8868\u793a\u4e0d\u6ee1\u3002 \u7a76\u5176\u539f\u56e0\uff0c\u5728\u4e8e\u5927\u6570\u636e\u5206\u6790\u662f\u4e00\u4e2a\u590d\u6742\u7684\u7cfb\u7edf\u5de5\u7a0b\uff0c\u5176\u6210\u529f\u7684\u8981\u7d20\u4e0d\u4ec5\u5728\u4e8e\u641c\u96c6\u3001\u5b58\u50a8\u548c\u7ba1\u7406\u6570\u636e\u8d44\u4ea7\u3001\u9002\u5f53\u7684\u5206\u6790\u65b9\u6cd5\u548c\u5de5\u5177\uff0c\u8fd8\u6709\u8d56\u56e2\u961f\u6210\u5458\u4e4b\u95f4\u9ad8\u6548\u7684\u8d44\u8baf\u4ea4\u4e92\u6a21\u5f0f\u4e0e\u534f\u540c\u673a\u5236\u3002\u6570\u636e\u3001\u5206\u6790\u5de5\u5177\u3001\u56e2\u961f\u8fd0\u4f5c\u548c\u516c\u53f8\u73af\u5883\u7b49\u591a\u9879\u56e0\u7d20\u76f8\u4e92\u4ea4\u7ec7\uff0c\u8981\u662f\u4efb\u4f55\u4e00\u4e2a\u73af\u8282\u51fa\u73b0\u95ee\u9898\uff0c\u90fd\u53ef\u80fd\u5bfc\u81f4\u6570\u636e\u5206\u6790\u9879\u76ee\u4ee5\u5931\u8d25\u544a\u7ec8\u3002\u56e0\u6b64\uff0c\u4f01\u4e1a\u5e94\u5236\u8ba2\u6709\u6548\u7684\u7ba1\u7406\u7b56\u7565\uff0c\u4ee5\u4fc3\u8fdb\u6570\u636e\u5206\u6790\u56e2\u961f\u7684\u6548\u80fd\uff0c\u5e76\u5145\u5206\u53d1\u6325\u6570\u636e\u7684\u4ef7\u503c\u3002 \u5efa\u8bbe\u56e2\u961f\u7684\u4e3b\u8f74\u7eb2\u9886 \u4e8b\u5b9e\u4e0a\uff0c\u9762\u5bf9\u5927\u6570\u636e\u5206\u6790\u7684\u91cd\u91cd\u963b\u969c\uff0c\u4f01\u4e1a\u5e76\u975e\u675f\u624b\u65e0\u7b56\u3002\u51fa\u8def\u662f\u6253\u9020\u5353\u8d8a\u7684\u6570\u636e\u5206\u6790\u56e2\u961f\uff0c\u4ece\u800c\u91ca\u653e\u5927\u6570\u636e\u7684\u6f5c\u529b\uff0c\u5b9e\u73b0\u5546\u4e1a\u4ef7\u503c\u7684\u6700\u5927\u5316\u3002\u4ee5\u4e0b\u52fe\u52d2\u5176\u4e2d\u4e03\u5927\u91cd\u70b9\u3002 \u4e00\u3001\u592f\u5b9e\u6570\u636e\u6839\u57fa\uff0c\u4fdd\u969c\u5206\u6790\u8d28\u91cf\u3010\u6ce81\u3011\u3002\u786e\u4fdd\u5206\u6790\u56e2\u961f\u7684\u6570\u636e\u6765\u6e90\u5e7f\u6cdb\u3001\u51c6\u786e\uff0c\u4ee5\u53ca\u5373\u65f6\u66f4\u65b0\u3002\u6570\u636e\u5206\u6790\u6db5\u76d6\u4ea4\u6613\u3001\u7528\u6237\u884c\u4e3a\u3001\u5e02\u573a\u52a8\u6001\u7b49\u591a\u7ef4\u5ea6\uff0c\u4e3a\u540e\u7eed\u7684\u6570\u636e\u5f00\u91c7\u63d0\u4f9b\u575a\u5b9e\u7684\u57fa\u7840\u3002\u5efa\u7acb\u79d1\u5b66\u7684\u6570\u636e\u5206\u6790\u6d41\u7a0b\u548c\u8d28\u91cf\u7ba1\u63a7\u4f53\u7cfb\u65f6\uff0c\u540e\u8005\u901a\u8fc7\u5efa\u7acb\u6570\u636e\u8d28\u91cf\u76d1\u63a7\u6307\u6807\u3001\u5b9a\u671f\u8bc4\u4f30\u6570\u636e\u8d28\u91cf\u7b49\u65b9\u5f0f\uff0c\u4ee5\u7ef4\u6301\u6570\u636e\u7684\u51c6\u786e\u6027\u548c\u4e00\u81f4\u6027\u3002 \u4e8c\u3001\u6df1\u5ea6\u5951\u5408\u4e1a\u52a1\uff0c\u7cbe\u51c6\u951a\u5b9a\u9700\u6c42\u3010\u6ce81\u3011\u3002\u6570\u636e\u5206\u6790\u56e2\u961f\u5e94\u4e0e\u4e1a\u52a1\u90e8\u95e8\u5408\u4f5c\u65e0\u95f4\uff0c\u6df1\u5165\u4e86\u89e3\u4e1a\u52a1\u9700\u6c42\uff0c\u63d0\u4f9b\u9488\u5bf9\u6027\u7684\u6570\u636e\u5206\u6790\u548c\u89e3\u51b3\u65b9\u6848\u3002\u6570\u636e\u5206\u6790\u56e2\u961f\u5728\u4f01\u4e1a\u4e2d\u7684\u5b9a\u4f4d\u5fc5\u987b\u9002\u5f53\u754c\u5b9a\uff0c\u4f7f\u5176\u6210\u4e3a\u4e1a\u52a1\u90e8\u95e8\u7684\u7d27\u5bc6\u4f19\u4f34\u3002\u56e2\u961f\u901a\u8fc7\u641c\u96c6\u3001\u6574\u7406\u3001\u5206\u6790\u6570\u636e\uff0c\u53ef\u652f\u63f4\u4f01\u4e1a\u7684\u65e5\u5e38\u8fd0\u8425\uff1b\u900f\u8fc7\u6df1\u5165\u4e86\u89e3\u4e1a\u52a1\u90e8\u95e8\u7684\u5de5\u4f5c\u6d41\u7a0b\u548c\u9700\u6c42\uff0c\u5c31\u80fd\u63d0\u4f9b\u91cf\u4f53\u88c1\u8863\u7684\u6570\u636e\u5206\u6790\u670d\u52a1\u3002 \u4e09\u3001\u6e05\u6670\u6c9f\u901a\u673a\u5236\uff0c\u4f18\u5316\u7ba1\u7406\u67b6\u6784\u3010\u6ce82\u3011\u3002\u6784\u5efa\u79d1\u5b66\u5408\u7406\u7684\u56e2\u961f\u7ba1\u7406\u67b6\u6784\u81f3\u5173\u91cd\u8981\uff0c\u5176\u4e2d\u5b8c\u5584\u7684\u6c9f\u901a\u673a\u5236\u4e0d\u53ef\u6216\u7f3a\u3002\u6210\u7acb\u4e13\u95e8\u7684\u6570\u636e\u7ba1\u7406\u90e8\u95e8\uff0c\u8d1f\u8d23\u7edf\u7b79\u6570\u636e\u7684\u641c\u96c6\u3001\u6574\u7406\u4e0e\u5206\u6790\u5de5\u4f5c\u65f6\uff0c\u5398\u6e05\u5404\u90e8\u95e8\u5728\u6570\u636e\u7ba1\u7406\u6d41\u7a0b\u4e2d\u7684\u804c\u8d23\uff0c\u800c\u90e8\u95e8\u4e4b\u95f4\u7684\u826f\u597d\u6c9f\u901a\u80fd\u591f\u907f\u514d\u8d23\u4efb\u63a8\u8bff\u548c\u5de5\u5e8f\u91cd\u53e0\uff0c\u4f7f\u5de5\u4f5c\u6548\u7387\u63d0\u9ad8\u3002\u5404\u90e8\u95e8\u53ea\u6709\u901a\u8fc7\u6709\u6548\u7684\u6c9f\u901a\uff0c\u624d\u80fd\u5404\u5c55\u6240\u957f\uff0c\u5b9e\u73b0\u8d44\u6e90\u7684\u4f18\u5316\u914d\u7f6e\uff0c\u8ba9\u6570\u636e\u5206\u6790\u9879\u76ee\u5f97\u4ee5\u987a\u5229\u8fdb\u884c\u3002 \u56db\u3001\u5851\u9020\u4ea4\u4e92\u8bb0\u5fc6\uff0c\u5f3a\u5316\u56e2\u961f\u534f\u4f5c\u3010\u6ce82\u3011\u3002\u56e2\u961f\u4e2d\u6bcf\u4e2a\u6210\u5458\u90fd\u6709\u5176\u64c5\u957f\u7684\u9886\u57df\u548c\u77e5\u8bc6\uff0c\u5fc5\u987b\u5f7c\u6b64\u4e86\u89e3\u5404\u81ea\u7684\u4e13\u957f\uff0c\u4ee5\u4fbf\u5728\u5904\u7406\u590d\u6742\u7684\u6570\u636e\u5206\u6790\u4e4b\u9645\uff0c\u6df1\u660e\u8c01\u5728\u54ea\u4e9b\u65b9\u9762\u8f83\u5f3a\uff0c\u8fbe\u81f3\u9ad8\u6548\u534f\u4f5c\u3002\u82e5\u5728\u4e00\u4e2a\u7efc\u5408\u6027\u6570\u636e\u5206\u6790\u9879\u76ee\u4e2d\uff0c\u8d1f\u8d23\u6570\u636e\u641c\u96c6\u7684\u6210\u5458\u77e5\u6089\u6570\u636e\u6765\u6e90\u7684\u4f18\u52bf\uff0c\u8d1f\u8d23\u5206\u6790\u7684\u6210\u5458\u64c5\u4e8e\u8fd0\u7528\u5404\u79cd\u65b9\u6cd5\uff0c\u901a\u8fc7\u4ea4\u4e92\u8bb0\u5fc6\u7cfb\u7edf\u59a5\u5584\u5206\u5de5\u800c\u5b8c\u6210\u9879\u76ee\uff0c\u5c31\u80fd\u6301\u7eed\u63d0\u9ad8\u56e2\u961f\u6574\u4f53\u8868\u73b0\u3002 \u4e94\u3001\u5b9e\u65bd\u521b\u9020\u6027\u6574\u5408\uff0c\u8d4b\u80fd\u4f01\u4e1a\u53d1\u5c55\u3010\u6ce83\u3011\u3002\u51ed\u501f\u6765\u6e90\u591a\u6837\u7684\u6570\u636e\u3001\u591a\u5143\u7684\u5206\u6790\u65b9\u6cd5\u4ee5\u53ca\u4e1a\u52a1\u77e5\u8bc6\uff0c\u56e2\u961f\u5c31\u80fd\u8fdb\u884c\u521b\u9020\u6027\u6574\u5408\u3002\u4ee5\u5206\u6790\u5e02\u573a\u73af\u5883\u548c\u7ade\u4e89\u4e3a\u4f8b\uff0c\u4e0d\u80fd\u5355\u9760\u5e02\u573a\u52a8\u6001\u6570\u636e\u548c\u6709\u5173\u5bf9\u624b\u7684\u6570\u636e\uff0c\u8fd8\u987b\u8fde\u7ed3\u4f01\u4e1a\u81ea\u8eab\u7684\u4e1a\u52a1\u7279\u70b9\u548c\u6218\u7565\u76ee\u6807\uff0c\u521b\u9020\u6027\u5730\u5c06\u8fd9\u4e9b\u8d44\u8baf\u6574\u5408\u8d77\u6765\uff0c\u4ece\u800c\u4e3a\u4f01\u4e1a\u5236\u5b9a\u51fa\u72ec\u7279\u7684\u5e02\u573a\u7b56\u7565\u3002 \u516d\u3001\u5f3a\u5316\u77e5\u8bc6\u7ba1\u7406\uff0c\u4fc3\u8fdb\u534f\u540c\u521b\u9020\u3010\u6ce84\u3011\u3002\u4e00\u4e2a\u6770\u51fa\u7684\u6570\u636e\u5206\u6790\u56e2\u961f\uff0c\u72b9\u5982\u4e00\u5ea7\u77e5\u8bc6\u5b9d\u5e93\uff0c\u5728\u957f\u671f\u5b9e\u8df5\u4e2d\u79ef\u7d2f\u4e86\u4e30\u5bcc\u7684\u4e13\u4e1a\u77e5\u8bc6\u4e0e\u6570\u636e\u5206\u6790\u6280\u5de7\u3002\u642d\u5efa\u5b8c\u5584\u7684\u77e5\u8bc6\u7ba1\u7406\u7cfb\u7edf\uff0c\u662f\u5f00\u542f\u8fd9\u5ea7\u5b9d\u5e93\u7684\u94a5\u5319\uff0c\u8ba9\u56e2\u961f\u7684\u77e5\u8bc6\u5f97\u4ee5\u9ad8\u6548\u6574\u5408\u4e0e\u5171\u521b\u3002\u5c06\u4e00\u7cfb\u5217\u9879\u76ee\u4e2d\u7684\u6570\u636e\u5206\u6790\u7ecf\u9a8c\u6574\u7406\u5f52\u6863\uff0c\u6210\u4e3a\u5b9d\u8d35\u7684\u201c\u667a\u6167\u9526\u56ca\u201d\uff0c\u6709\u5229\u4e8e\u56e2\u961f\u6210\u5458\u968f\u65f6\u4ece\u4e2d\u83b7\u53d6\u7075\u611f\uff0c\u6c72\u53d6\u517b\u5206\uff0c\u6301\u7eed\u63d0\u5347\u4e13\u4e1a\u80fd\u529b\u3002\u5bf9\u65b0\u6210\u5458\u6765\u8bf4\uff0c\u8fd9\u65e0\u7591\u662f\u878d\u5165\u56e2\u961f\u7684\u201c\u7eff\u8272\u901a\u9053\u201d\uff0c\u53ef\u8fc5\u901f\u8ba4\u8bc6\u5176\u4e2d\u5de5\u4f5c\u6a21\u5f0f\u548c\u638c\u63e1\u5fc5\u5907\u77e5\u8bc6\uff0c\u5e76\u5c3d\u5feb\u4e3a\u56e2\u961f\u8d21\u732e\u529b\u91cf\u3002 \u4e03\u3001\u501f\u52a9\u5148\u8fdb\u6280\u672f\uff0c\u5f3a\u5316\u534f\u4f5c\u6548\u80fd\u3010\u6ce83\u3011\u3002\u6570\u636e\u5206\u6790\u56e2\u961f\u9700\u719f\u7ec3\u8fd0\u7528\u5404\u7c7b\u9879\u76ee\u7ba1\u7406\u5de5\u5177\uff0c\u5982\u7518\u7279\u56fe\u3001\u770b\u677f\u7ba1\u7406\u7cfb\u7edf\u7b49\uff0c\u6765\u5408\u7406\u89c4\u5212\u9879\u76ee\u8fdb\u5ea6\u3001\u660e\u786e\u4efb\u52a1\u5206\u914d\u4e0e\u76d1\u63a7\u9879\u76ee\u8fdb\u5c55\uff0c\u63d0\u5347\u56e2\u961f\u534f\u4f5c\u6548\u7387\u4e0e\u9879\u76ee\u6267\u884c\u80fd\u529b\uff0c\u52a9\u529b\u4f01\u4e1a\u7684\u4e1a\u52a1\u7a33\u5065\u63a8\u8fdb\u4e0e\u9ad8\u6548\u62d3\u5c55\u3002\u5728\u56e2\u961f\u534f\u4f5c\u8fc7\u7a0b\u4e2d\uff0c\u5e94\u5229\u7528\u5373\u65f6\u901a\u8baf\u5de5\u5177\u3001\u5728\u7ebf\u6587\u6863\u534f\u4f5c\u5e73\u53f0\u7b49\u534f\u4f5c\u6280\u672f\uff0c\u4ee5\u6253\u7834\u6c9f\u901a\u58c1\u5792\uff0c\u8fbe\u81f3\u8d44\u8baf\u5b9e\u65f6\u5171\u4eab\u4e0e\u9ad8\u6548\u534f\u540c\u3002\u968f\u7740\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u51e0\u4f55\u7ea7\u6570\u53d1\u5c55\uff0c\u6570\u636e\u5206\u6790\u56e2\u961f\u5e94\u8bbe\u6cd5\u5c06\u5176\u878d\u5165\u5de5\u4f5c\u6d41\u7a0b\uff0c\u4fc3\u8fdb\u4eba\u7c7b\u4e0e\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u7684\u534f\u540c\u5408\u4f5c\uff0c\u4ee5\u63d0\u5347\u6548\u7387\u548c\u521b\u9020\u529b\u3002 \u77e5\u884c\u5408\u4e00 \u524d\u666f\u65e0\u9650 \u5c55\u671b\u672a\u6765\uff0c\u5927\u6570\u636e\u5206\u6790\u6280\u672f\u5c06\u5448\u73b0\u51fa\u66f4\u52a0\u8fc5\u731b\u7684\u53d1\u5c55\u6001\u52bf\uff0c\u5e76\u4e3a\u4f01\u4e1a\u5e26\u6765\u65e0\u7a77\u65e0\u5c3d\u7684\u673a\u9047\u548c\u53ef\u80fd\u3002\u9762\u5bf9\u8fd9\u573a\u79d1\u6280\u6d6a\u6f6e\uff0c\u5404\u65b9\u643a\u624b\u5171\u8fdb\uff0c\u4f18\u5316\u6570\u636e\u5206\u6790\u56e2\u961f\u7684\u7ba1\u7406\u534f\u4f5c\u673a\u5236\uff0c\u6253\u9020\u7cbe\u9510\u5353\u8d8a\u7684\u56e2\u961f\uff0c\u5b9a\u80fd\u5145\u5206\u5f00\u91c7\u5927\u6570\u636e\u7684\u4ef7\u503c\uff0c\u5171\u540c\u8c31\u5199\u667a\u80fd\u9ad8\u6548\u53d1\u5c55\u7684\u65b0\u7bc7\u7ae0\u3002 \u6ce81\uff1aZhang, X., Tian, F., Fang, Y., and Shen, H. \u201cHow to Promote Business Analytics Project Effectiveness: A Cross-disciplinary Bibliometric Analysis\u201d. Industrial Management & Data Systems, under 1st round of revision. \u6ce82\uff1aFang, Y., Neufeld,","canonical_url":"https:\/\/www.hkubs.hku.hk\/sc\/research\/thought-leadership\/hkej-column\/the-taming-of-the-data-shaping-a-world-class-analytics-team\/","robots":"max-image-preview:large","keywords":"","webmasterTools":{"google-site-verification":"google-site-verification=MjdkluDgHpNk2vz5slbwER2Gusw2rUDQuVULMERWzLo","miscellaneous":""},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"BreadcrumbList","@id":"https:\/\/www.hkubs.hku.hk\/sc\/research\/thought-leadership\/hkej-column\/the-taming-of-the-data-shaping-a-world-class-analytics-team\/#breadcrumblist","itemListElement":[{"@type":"ListItem","@id":"https:\/\/www.hkubs.hku.hk\/sc\/#listItem","position":1,"name":"Home","item":"https:\/\/www.hkubs.hku.hk\/sc\/","nextItem":{"@type":"ListItem","@id":"https:\/\/www.hkubs.hku.hk\/sc\/thought-leadership\/hkej-column-sc\/#listItem","name":"\u9f99\u864e\u5c71\u4e0b"}},{"@type":"ListItem","@id":"https:\/\/www.hkubs.hku.hk\/sc\/thought-leadership\/hkej-column-sc\/#listItem","position":2,"name":"\u9f99\u864e\u5c71\u4e0b","item":"https:\/\/www.hkubs.hku.hk\/sc\/thought-leadership\/hkej-column-sc\/","nextItem":{"@type":"ListItem","@id":"https:\/\/www.hkubs.hku.hk\/sc\/research\/thought-leadership\/hkej-column\/the-taming-of-the-data-shaping-a-world-class-analytics-team\/#listItem","name":"\u6253\u9020\u5353\u8d8a\u6570\u636e\u5206\u6790\u56e2\u961f\u7684\u65b9\u7565"},"previousItem":{"@type":"ListItem","@id":"https:\/\/www.hkubs.hku.hk\/sc\/#listItem","name":"Home"}},{"@type":"ListItem","@id":"https:\/\/www.hkubs.hku.hk\/sc\/research\/thought-leadership\/hkej-column\/the-taming-of-the-data-shaping-a-world-class-analytics-team\/#listItem","position":3,"name":"\u6253\u9020\u5353\u8d8a\u6570\u636e\u5206\u6790\u56e2\u961f\u7684\u65b9\u7565","previousItem":{"@type":"ListItem","@id":"https:\/\/www.hkubs.hku.hk\/sc\/thought-leadership\/hkej-column-sc\/#listItem","name":"\u9f99\u864e\u5c71\u4e0b"}}]},{"@type":"Organization","@id":"https:\/\/www.hkubs.hku.hk\/sc\/#organization","name":"HKU Business School","url":"https:\/\/www.hkubs.hku.hk\/sc\/"},{"@type":"WebPage","@id":"https:\/\/www.hkubs.hku.hk\/sc\/research\/thought-leadership\/hkej-column\/the-taming-of-the-data-shaping-a-world-class-analytics-team\/#webpage","url":"https:\/\/www.hkubs.hku.hk\/sc\/research\/thought-leadership\/hkej-column\/the-taming-of-the-data-shaping-a-world-class-analytics-team\/","name":"\u6253\u9020\u5353\u8d8a\u6570\u636e\u5206\u6790\u56e2\u961f\u7684\u65b9\u7565 - HKU Business School","description":"\u5728\u5927\u6570\u636e\u4e0e\u4eba\u5de5\u667a\u80fd\u6df1\u5ea6\u878d\u5408\u7684\u4eca\u5929\uff0c\u6570\u636e\u5df2\u6210\u4e3a\u4f01\u4e1a\u53d1\u5c55\u7684\u6838\u5fc3\u8d44\u4ea7\u3002\u968f\u7740\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u4e0d\u65ad\u7a81\u7834\u4e0e\u5e7f\u6cdb\u5e94\u7528\uff0c\u6570\u636e\u7684\u4ef7\u503c\u4e0a\u5347\u81f3\u524d\u6240\u672a\u6709\u7684\u9ad8\u5ea6\uff0c\u51e0\u4e4e\u6240\u6709\u4f01\u4e1a\u90fd\u81f4\u529b\u4e8e\u5229\u7528\u6570\u636e\u5206\u6790\u6765\u83b7\u53d6\u6709\u4ef7\u503c\u7684\u5546\u4e1a\u6d1e\u89c1\u3002 \u636eFortune Business Insights\u7684\u7814\u7a76\uff0c2022\u5e74\uff0c\u6570\u636e\u5206\u6790\u5e02\u573a\u89c4\u6a21\u4f30\u503c\u4e3a410.5\u4ebf\u7f8e\u5143\uff0c\u9884\u8ba1\u52302030\u5e74\u5c06\u589e\u957f\u81f32793.1\u4ebf\u7f8e\u5143\uff0c2023\u81f32030\u5e74\u671f\u95f4\u7684\u5e74\u5747\u589e\u957f\u7387\u4e3a27.3%\uff0c\u8db3\u89c1\u6570\u636e\u5206\u6790\u56e2\u961f\u65e5\u76ca\u91cd\u8981\u3002 \u6570\u636e\u6d6a\u6f6e\u4e0b\u6311\u6218\u4e0d\u65ad \u4e00\u4e2a\u4f18\u79c0\u7684\u6570\u636e\u5206\u6790\u56e2\u961f\uff0c\u80fd\u591f\u534f\u52a9\u4f01\u4e1a\u4ece\u6d77\u91cf\u7684\u6570\u636e\u4e2d\u63d0\u53d6\u5173\u952e\u8d44\u8baf\uff0c\u5927\u529b\u652f\u63f4\u4f01\u4e1a\u7684\u6218\u7565\u51b3\u7b56\uff0c\u8fdb\u800c\u63d0\u9ad8\u8fd0\u8425\u6548\u7387\uff0c\u589e\u5f3a\u5728\u5e02\u573a\u4e0a\u7684\u7ade\u4e89\u4f18\u52bf\u3002\u901a\u8fc7\u5bf9\u9500\u552e\u6570\u636e\u7684\u6df1\u5165\u5206\u6790\uff0c\u4f01\u4e1a\u53ef\u4ee5\u7cbe\u51c6\u628a\u63e1\u5e02\u573a\u9700\u6c42\uff0c\u4f18\u5316\u4ea7\u54c1\u5e03\u5c40\uff1b\u901a\u8fc7\u5bf9\u7528\u6237\u884c\u4e3a\u6570\u636e\u7684\u5f00\u91c7\uff08data mining\uff09\uff0c\u4f01\u4e1a\u80fd\u591f\u5b9e\u73b0\u4e2a\u6027\u5316\u8425\u9500\uff0c\u52a0\u5f3a\u7528\u6237\u6ee1\u610f\u5ea6\u548c\u5fe0\u8bda\u5ea6\u3002 \u7136\u800c\uff0c\u5f53\u524d\u6570\u636e\u5206\u6790\u56e2\u961f\u7684\u7ba1\u7406\u5374\u9762\u4e34\u4e0d\u5c11\u56f0\u96be\u3002\u8bb8\u591a\u516c\u53f8\u867d\u5728\u5927\u6570\u636e\u3001\u4eba\u5de5\u667a\u80fd\u548c\u673a\u5668\u5b66\u4e60\u65b9\u9762\u6295\u5165\u4e86\u5927\u91cf\u8d44\u6e90\uff0c\u5374\u672a\u80fd\u4ece\u4e2d\u6301\u7eed\u83b7\u5f97\u5546\u4e1a\u4ef7\u503c\u3002\u7814\u7a76\u673a\u6784Gartner\u7684\u62a5\u544a\u663e\u793a\uff0c\u4e00\u534a\u4ee5\u4e0a\u7684\u5e02\u573a\u603b\u76d1\u5bf9\u5176\u516c\u53f8\u8425\u9500\u6570\u636e\u5206\u6790\u56e2\u961f\u7684\u8868\u73b0\u8868\u793a\u4e0d\u6ee1\u3002 \u7a76\u5176\u539f\u56e0\uff0c\u5728\u4e8e\u5927\u6570\u636e\u5206\u6790\u662f\u4e00\u4e2a\u590d\u6742\u7684\u7cfb\u7edf\u5de5\u7a0b\uff0c\u5176\u6210\u529f\u7684\u8981\u7d20\u4e0d\u4ec5\u5728\u4e8e\u641c\u96c6\u3001\u5b58\u50a8\u548c\u7ba1\u7406\u6570\u636e\u8d44\u4ea7\u3001\u9002\u5f53\u7684\u5206\u6790\u65b9\u6cd5\u548c\u5de5\u5177\uff0c\u8fd8\u6709\u8d56\u56e2\u961f\u6210\u5458\u4e4b\u95f4\u9ad8\u6548\u7684\u8d44\u8baf\u4ea4\u4e92\u6a21\u5f0f\u4e0e\u534f\u540c\u673a\u5236\u3002\u6570\u636e\u3001\u5206\u6790\u5de5\u5177\u3001\u56e2\u961f\u8fd0\u4f5c\u548c\u516c\u53f8\u73af\u5883\u7b49\u591a\u9879\u56e0\u7d20\u76f8\u4e92\u4ea4\u7ec7\uff0c\u8981\u662f\u4efb\u4f55\u4e00\u4e2a\u73af\u8282\u51fa\u73b0\u95ee\u9898\uff0c\u90fd\u53ef\u80fd\u5bfc\u81f4\u6570\u636e\u5206\u6790\u9879\u76ee\u4ee5\u5931\u8d25\u544a\u7ec8\u3002\u56e0\u6b64\uff0c\u4f01\u4e1a\u5e94\u5236\u8ba2\u6709\u6548\u7684\u7ba1\u7406\u7b56\u7565\uff0c\u4ee5\u4fc3\u8fdb\u6570\u636e\u5206\u6790\u56e2\u961f\u7684\u6548\u80fd\uff0c\u5e76\u5145\u5206\u53d1\u6325\u6570\u636e\u7684\u4ef7\u503c\u3002 \u5efa\u8bbe\u56e2\u961f\u7684\u4e3b\u8f74\u7eb2\u9886 \u4e8b\u5b9e\u4e0a\uff0c\u9762\u5bf9\u5927\u6570\u636e\u5206\u6790\u7684\u91cd\u91cd\u963b\u969c\uff0c\u4f01\u4e1a\u5e76\u975e\u675f\u624b\u65e0\u7b56\u3002\u51fa\u8def\u662f\u6253\u9020\u5353\u8d8a\u7684\u6570\u636e\u5206\u6790\u56e2\u961f\uff0c\u4ece\u800c\u91ca\u653e\u5927\u6570\u636e\u7684\u6f5c\u529b\uff0c\u5b9e\u73b0\u5546\u4e1a\u4ef7\u503c\u7684\u6700\u5927\u5316\u3002\u4ee5\u4e0b\u52fe\u52d2\u5176\u4e2d\u4e03\u5927\u91cd\u70b9\u3002 \u4e00\u3001\u592f\u5b9e\u6570\u636e\u6839\u57fa\uff0c\u4fdd\u969c\u5206\u6790\u8d28\u91cf\u3010\u6ce81\u3011\u3002\u786e\u4fdd\u5206\u6790\u56e2\u961f\u7684\u6570\u636e\u6765\u6e90\u5e7f\u6cdb\u3001\u51c6\u786e\uff0c\u4ee5\u53ca\u5373\u65f6\u66f4\u65b0\u3002\u6570\u636e\u5206\u6790\u6db5\u76d6\u4ea4\u6613\u3001\u7528\u6237\u884c\u4e3a\u3001\u5e02\u573a\u52a8\u6001\u7b49\u591a\u7ef4\u5ea6\uff0c\u4e3a\u540e\u7eed\u7684\u6570\u636e\u5f00\u91c7\u63d0\u4f9b\u575a\u5b9e\u7684\u57fa\u7840\u3002\u5efa\u7acb\u79d1\u5b66\u7684\u6570\u636e\u5206\u6790\u6d41\u7a0b\u548c\u8d28\u91cf\u7ba1\u63a7\u4f53\u7cfb\u65f6\uff0c\u540e\u8005\u901a\u8fc7\u5efa\u7acb\u6570\u636e\u8d28\u91cf\u76d1\u63a7\u6307\u6807\u3001\u5b9a\u671f\u8bc4\u4f30\u6570\u636e\u8d28\u91cf\u7b49\u65b9\u5f0f\uff0c\u4ee5\u7ef4\u6301\u6570\u636e\u7684\u51c6\u786e\u6027\u548c\u4e00\u81f4\u6027\u3002 \u4e8c\u3001\u6df1\u5ea6\u5951\u5408\u4e1a\u52a1\uff0c\u7cbe\u51c6\u951a\u5b9a\u9700\u6c42\u3010\u6ce81\u3011\u3002\u6570\u636e\u5206\u6790\u56e2\u961f\u5e94\u4e0e\u4e1a\u52a1\u90e8\u95e8\u5408\u4f5c\u65e0\u95f4\uff0c\u6df1\u5165\u4e86\u89e3\u4e1a\u52a1\u9700\u6c42\uff0c\u63d0\u4f9b\u9488\u5bf9\u6027\u7684\u6570\u636e\u5206\u6790\u548c\u89e3\u51b3\u65b9\u6848\u3002\u6570\u636e\u5206\u6790\u56e2\u961f\u5728\u4f01\u4e1a\u4e2d\u7684\u5b9a\u4f4d\u5fc5\u987b\u9002\u5f53\u754c\u5b9a\uff0c\u4f7f\u5176\u6210\u4e3a\u4e1a\u52a1\u90e8\u95e8\u7684\u7d27\u5bc6\u4f19\u4f34\u3002\u56e2\u961f\u901a\u8fc7\u641c\u96c6\u3001\u6574\u7406\u3001\u5206\u6790\u6570\u636e\uff0c\u53ef\u652f\u63f4\u4f01\u4e1a\u7684\u65e5\u5e38\u8fd0\u8425\uff1b\u900f\u8fc7\u6df1\u5165\u4e86\u89e3\u4e1a\u52a1\u90e8\u95e8\u7684\u5de5\u4f5c\u6d41\u7a0b\u548c\u9700\u6c42\uff0c\u5c31\u80fd\u63d0\u4f9b\u91cf\u4f53\u88c1\u8863\u7684\u6570\u636e\u5206\u6790\u670d\u52a1\u3002 \u4e09\u3001\u6e05\u6670\u6c9f\u901a\u673a\u5236\uff0c\u4f18\u5316\u7ba1\u7406\u67b6\u6784\u3010\u6ce82\u3011\u3002\u6784\u5efa\u79d1\u5b66\u5408\u7406\u7684\u56e2\u961f\u7ba1\u7406\u67b6\u6784\u81f3\u5173\u91cd\u8981\uff0c\u5176\u4e2d\u5b8c\u5584\u7684\u6c9f\u901a\u673a\u5236\u4e0d\u53ef\u6216\u7f3a\u3002\u6210\u7acb\u4e13\u95e8\u7684\u6570\u636e\u7ba1\u7406\u90e8\u95e8\uff0c\u8d1f\u8d23\u7edf\u7b79\u6570\u636e\u7684\u641c\u96c6\u3001\u6574\u7406\u4e0e\u5206\u6790\u5de5\u4f5c\u65f6\uff0c\u5398\u6e05\u5404\u90e8\u95e8\u5728\u6570\u636e\u7ba1\u7406\u6d41\u7a0b\u4e2d\u7684\u804c\u8d23\uff0c\u800c\u90e8\u95e8\u4e4b\u95f4\u7684\u826f\u597d\u6c9f\u901a\u80fd\u591f\u907f\u514d\u8d23\u4efb\u63a8\u8bff\u548c\u5de5\u5e8f\u91cd\u53e0\uff0c\u4f7f\u5de5\u4f5c\u6548\u7387\u63d0\u9ad8\u3002\u5404\u90e8\u95e8\u53ea\u6709\u901a\u8fc7\u6709\u6548\u7684\u6c9f\u901a\uff0c\u624d\u80fd\u5404\u5c55\u6240\u957f\uff0c\u5b9e\u73b0\u8d44\u6e90\u7684\u4f18\u5316\u914d\u7f6e\uff0c\u8ba9\u6570\u636e\u5206\u6790\u9879\u76ee\u5f97\u4ee5\u987a\u5229\u8fdb\u884c\u3002 \u56db\u3001\u5851\u9020\u4ea4\u4e92\u8bb0\u5fc6\uff0c\u5f3a\u5316\u56e2\u961f\u534f\u4f5c\u3010\u6ce82\u3011\u3002\u56e2\u961f\u4e2d\u6bcf\u4e2a\u6210\u5458\u90fd\u6709\u5176\u64c5\u957f\u7684\u9886\u57df\u548c\u77e5\u8bc6\uff0c\u5fc5\u987b\u5f7c\u6b64\u4e86\u89e3\u5404\u81ea\u7684\u4e13\u957f\uff0c\u4ee5\u4fbf\u5728\u5904\u7406\u590d\u6742\u7684\u6570\u636e\u5206\u6790\u4e4b\u9645\uff0c\u6df1\u660e\u8c01\u5728\u54ea\u4e9b\u65b9\u9762\u8f83\u5f3a\uff0c\u8fbe\u81f3\u9ad8\u6548\u534f\u4f5c\u3002\u82e5\u5728\u4e00\u4e2a\u7efc\u5408\u6027\u6570\u636e\u5206\u6790\u9879\u76ee\u4e2d\uff0c\u8d1f\u8d23\u6570\u636e\u641c\u96c6\u7684\u6210\u5458\u77e5\u6089\u6570\u636e\u6765\u6e90\u7684\u4f18\u52bf\uff0c\u8d1f\u8d23\u5206\u6790\u7684\u6210\u5458\u64c5\u4e8e\u8fd0\u7528\u5404\u79cd\u65b9\u6cd5\uff0c\u901a\u8fc7\u4ea4\u4e92\u8bb0\u5fc6\u7cfb\u7edf\u59a5\u5584\u5206\u5de5\u800c\u5b8c\u6210\u9879\u76ee\uff0c\u5c31\u80fd\u6301\u7eed\u63d0\u9ad8\u56e2\u961f\u6574\u4f53\u8868\u73b0\u3002 \u4e94\u3001\u5b9e\u65bd\u521b\u9020\u6027\u6574\u5408\uff0c\u8d4b\u80fd\u4f01\u4e1a\u53d1\u5c55\u3010\u6ce83\u3011\u3002\u51ed\u501f\u6765\u6e90\u591a\u6837\u7684\u6570\u636e\u3001\u591a\u5143\u7684\u5206\u6790\u65b9\u6cd5\u4ee5\u53ca\u4e1a\u52a1\u77e5\u8bc6\uff0c\u56e2\u961f\u5c31\u80fd\u8fdb\u884c\u521b\u9020\u6027\u6574\u5408\u3002\u4ee5\u5206\u6790\u5e02\u573a\u73af\u5883\u548c\u7ade\u4e89\u4e3a\u4f8b\uff0c\u4e0d\u80fd\u5355\u9760\u5e02\u573a\u52a8\u6001\u6570\u636e\u548c\u6709\u5173\u5bf9\u624b\u7684\u6570\u636e\uff0c\u8fd8\u987b\u8fde\u7ed3\u4f01\u4e1a\u81ea\u8eab\u7684\u4e1a\u52a1\u7279\u70b9\u548c\u6218\u7565\u76ee\u6807\uff0c\u521b\u9020\u6027\u5730\u5c06\u8fd9\u4e9b\u8d44\u8baf\u6574\u5408\u8d77\u6765\uff0c\u4ece\u800c\u4e3a\u4f01\u4e1a\u5236\u5b9a\u51fa\u72ec\u7279\u7684\u5e02\u573a\u7b56\u7565\u3002 \u516d\u3001\u5f3a\u5316\u77e5\u8bc6\u7ba1\u7406\uff0c\u4fc3\u8fdb\u534f\u540c\u521b\u9020\u3010\u6ce84\u3011\u3002\u4e00\u4e2a\u6770\u51fa\u7684\u6570\u636e\u5206\u6790\u56e2\u961f\uff0c\u72b9\u5982\u4e00\u5ea7\u77e5\u8bc6\u5b9d\u5e93\uff0c\u5728\u957f\u671f\u5b9e\u8df5\u4e2d\u79ef\u7d2f\u4e86\u4e30\u5bcc\u7684\u4e13\u4e1a\u77e5\u8bc6\u4e0e\u6570\u636e\u5206\u6790\u6280\u5de7\u3002\u642d\u5efa\u5b8c\u5584\u7684\u77e5\u8bc6\u7ba1\u7406\u7cfb\u7edf\uff0c\u662f\u5f00\u542f\u8fd9\u5ea7\u5b9d\u5e93\u7684\u94a5\u5319\uff0c\u8ba9\u56e2\u961f\u7684\u77e5\u8bc6\u5f97\u4ee5\u9ad8\u6548\u6574\u5408\u4e0e\u5171\u521b\u3002\u5c06\u4e00\u7cfb\u5217\u9879\u76ee\u4e2d\u7684\u6570\u636e\u5206\u6790\u7ecf\u9a8c\u6574\u7406\u5f52\u6863\uff0c\u6210\u4e3a\u5b9d\u8d35\u7684\u201c\u667a\u6167\u9526\u56ca\u201d\uff0c\u6709\u5229\u4e8e\u56e2\u961f\u6210\u5458\u968f\u65f6\u4ece\u4e2d\u83b7\u53d6\u7075\u611f\uff0c\u6c72\u53d6\u517b\u5206\uff0c\u6301\u7eed\u63d0\u5347\u4e13\u4e1a\u80fd\u529b\u3002\u5bf9\u65b0\u6210\u5458\u6765\u8bf4\uff0c\u8fd9\u65e0\u7591\u662f\u878d\u5165\u56e2\u961f\u7684\u201c\u7eff\u8272\u901a\u9053\u201d\uff0c\u53ef\u8fc5\u901f\u8ba4\u8bc6\u5176\u4e2d\u5de5\u4f5c\u6a21\u5f0f\u548c\u638c\u63e1\u5fc5\u5907\u77e5\u8bc6\uff0c\u5e76\u5c3d\u5feb\u4e3a\u56e2\u961f\u8d21\u732e\u529b\u91cf\u3002 \u4e03\u3001\u501f\u52a9\u5148\u8fdb\u6280\u672f\uff0c\u5f3a\u5316\u534f\u4f5c\u6548\u80fd\u3010\u6ce83\u3011\u3002\u6570\u636e\u5206\u6790\u56e2\u961f\u9700\u719f\u7ec3\u8fd0\u7528\u5404\u7c7b\u9879\u76ee\u7ba1\u7406\u5de5\u5177\uff0c\u5982\u7518\u7279\u56fe\u3001\u770b\u677f\u7ba1\u7406\u7cfb\u7edf\u7b49\uff0c\u6765\u5408\u7406\u89c4\u5212\u9879\u76ee\u8fdb\u5ea6\u3001\u660e\u786e\u4efb\u52a1\u5206\u914d\u4e0e\u76d1\u63a7\u9879\u76ee\u8fdb\u5c55\uff0c\u63d0\u5347\u56e2\u961f\u534f\u4f5c\u6548\u7387\u4e0e\u9879\u76ee\u6267\u884c\u80fd\u529b\uff0c\u52a9\u529b\u4f01\u4e1a\u7684\u4e1a\u52a1\u7a33\u5065\u63a8\u8fdb\u4e0e\u9ad8\u6548\u62d3\u5c55\u3002\u5728\u56e2\u961f\u534f\u4f5c\u8fc7\u7a0b\u4e2d\uff0c\u5e94\u5229\u7528\u5373\u65f6\u901a\u8baf\u5de5\u5177\u3001\u5728\u7ebf\u6587\u6863\u534f\u4f5c\u5e73\u53f0\u7b49\u534f\u4f5c\u6280\u672f\uff0c\u4ee5\u6253\u7834\u6c9f\u901a\u58c1\u5792\uff0c\u8fbe\u81f3\u8d44\u8baf\u5b9e\u65f6\u5171\u4eab\u4e0e\u9ad8\u6548\u534f\u540c\u3002\u968f\u7740\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u51e0\u4f55\u7ea7\u6570\u53d1\u5c55\uff0c\u6570\u636e\u5206\u6790\u56e2\u961f\u5e94\u8bbe\u6cd5\u5c06\u5176\u878d\u5165\u5de5\u4f5c\u6d41\u7a0b\uff0c\u4fc3\u8fdb\u4eba\u7c7b\u4e0e\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u7684\u534f\u540c\u5408\u4f5c\uff0c\u4ee5\u63d0\u5347\u6548\u7387\u548c\u521b\u9020\u529b\u3002 \u77e5\u884c\u5408\u4e00 \u524d\u666f\u65e0\u9650 \u5c55\u671b\u672a\u6765\uff0c\u5927\u6570\u636e\u5206\u6790\u6280\u672f\u5c06\u5448\u73b0\u51fa\u66f4\u52a0\u8fc5\u731b\u7684\u53d1\u5c55\u6001\u52bf\uff0c\u5e76\u4e3a\u4f01\u4e1a\u5e26\u6765\u65e0\u7a77\u65e0\u5c3d\u7684\u673a\u9047\u548c\u53ef\u80fd\u3002\u9762\u5bf9\u8fd9\u573a\u79d1\u6280\u6d6a\u6f6e\uff0c\u5404\u65b9\u643a\u624b\u5171\u8fdb\uff0c\u4f18\u5316\u6570\u636e\u5206\u6790\u56e2\u961f\u7684\u7ba1\u7406\u534f\u4f5c\u673a\u5236\uff0c\u6253\u9020\u7cbe\u9510\u5353\u8d8a\u7684\u56e2\u961f\uff0c\u5b9a\u80fd\u5145\u5206\u5f00\u91c7\u5927\u6570\u636e\u7684\u4ef7\u503c\uff0c\u5171\u540c\u8c31\u5199\u667a\u80fd\u9ad8\u6548\u53d1\u5c55\u7684\u65b0\u7bc7\u7ae0\u3002 \u6ce81\uff1aZhang, X., Tian, F., Fang, Y., and Shen, H. \u201cHow to Promote Business Analytics Project Effectiveness: A Cross-disciplinary Bibliometric Analysis\u201d. Industrial Management & Data Systems, under 1st round of revision. \u6ce82\uff1aFang, Y., Neufeld,","inLanguage":"zh-CN","isPartOf":{"@id":"https:\/\/www.hkubs.hku.hk\/sc\/#website"},"breadcrumb":{"@id":"https:\/\/www.hkubs.hku.hk\/sc\/research\/thought-leadership\/hkej-column\/the-taming-of-the-data-shaping-a-world-class-analytics-team\/#breadcrumblist"},"datePublished":"2025-03-05T11:36:02+08:00","dateModified":"2025-03-05T11:47:44+08:00"},{"@type":"WebSite","@id":"https:\/\/www.hkubs.hku.hk\/sc\/#website","url":"https:\/\/www.hkubs.hku.hk\/sc\/","name":"HKU Business School","inLanguage":"zh-CN","publisher":{"@id":"https:\/\/www.hkubs.hku.hk\/sc\/#organization"}}]},"og:locale":"en_US","og:site_name":"HKU Business School -","og:type":"article","og:title":"\u6253\u9020\u5353\u8d8a\u6570\u636e\u5206\u6790\u56e2\u961f\u7684\u65b9\u7565 - HKU Business School","og:description":"\u5728\u5927\u6570\u636e\u4e0e\u4eba\u5de5\u667a\u80fd\u6df1\u5ea6\u878d\u5408\u7684\u4eca\u5929\uff0c\u6570\u636e\u5df2\u6210\u4e3a\u4f01\u4e1a\u53d1\u5c55\u7684\u6838\u5fc3\u8d44\u4ea7\u3002\u968f\u7740\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u4e0d\u65ad\u7a81\u7834\u4e0e\u5e7f\u6cdb\u5e94\u7528\uff0c\u6570\u636e\u7684\u4ef7\u503c\u4e0a\u5347\u81f3\u524d\u6240\u672a\u6709\u7684\u9ad8\u5ea6\uff0c\u51e0\u4e4e\u6240\u6709\u4f01\u4e1a\u90fd\u81f4\u529b\u4e8e\u5229\u7528\u6570\u636e\u5206\u6790\u6765\u83b7\u53d6\u6709\u4ef7\u503c\u7684\u5546\u4e1a\u6d1e\u89c1\u3002 \u636eFortune Business Insights\u7684\u7814\u7a76\uff0c2022\u5e74\uff0c\u6570\u636e\u5206\u6790\u5e02\u573a\u89c4\u6a21\u4f30\u503c\u4e3a410.5\u4ebf\u7f8e\u5143\uff0c\u9884\u8ba1\u52302030\u5e74\u5c06\u589e\u957f\u81f32793.1\u4ebf\u7f8e\u5143\uff0c2023\u81f32030\u5e74\u671f\u95f4\u7684\u5e74\u5747\u589e\u957f\u7387\u4e3a27.3%\uff0c\u8db3\u89c1\u6570\u636e\u5206\u6790\u56e2\u961f\u65e5\u76ca\u91cd\u8981\u3002 \u6570\u636e\u6d6a\u6f6e\u4e0b\u6311\u6218\u4e0d\u65ad \u4e00\u4e2a\u4f18\u79c0\u7684\u6570\u636e\u5206\u6790\u56e2\u961f\uff0c\u80fd\u591f\u534f\u52a9\u4f01\u4e1a\u4ece\u6d77\u91cf\u7684\u6570\u636e\u4e2d\u63d0\u53d6\u5173\u952e\u8d44\u8baf\uff0c\u5927\u529b\u652f\u63f4\u4f01\u4e1a\u7684\u6218\u7565\u51b3\u7b56\uff0c\u8fdb\u800c\u63d0\u9ad8\u8fd0\u8425\u6548\u7387\uff0c\u589e\u5f3a\u5728\u5e02\u573a\u4e0a\u7684\u7ade\u4e89\u4f18\u52bf\u3002\u901a\u8fc7\u5bf9\u9500\u552e\u6570\u636e\u7684\u6df1\u5165\u5206\u6790\uff0c\u4f01\u4e1a\u53ef\u4ee5\u7cbe\u51c6\u628a\u63e1\u5e02\u573a\u9700\u6c42\uff0c\u4f18\u5316\u4ea7\u54c1\u5e03\u5c40\uff1b\u901a\u8fc7\u5bf9\u7528\u6237\u884c\u4e3a\u6570\u636e\u7684\u5f00\u91c7\uff08data mining\uff09\uff0c\u4f01\u4e1a\u80fd\u591f\u5b9e\u73b0\u4e2a\u6027\u5316\u8425\u9500\uff0c\u52a0\u5f3a\u7528\u6237\u6ee1\u610f\u5ea6\u548c\u5fe0\u8bda\u5ea6\u3002 \u7136\u800c\uff0c\u5f53\u524d\u6570\u636e\u5206\u6790\u56e2\u961f\u7684\u7ba1\u7406\u5374\u9762\u4e34\u4e0d\u5c11\u56f0\u96be\u3002\u8bb8\u591a\u516c\u53f8\u867d\u5728\u5927\u6570\u636e\u3001\u4eba\u5de5\u667a\u80fd\u548c\u673a\u5668\u5b66\u4e60\u65b9\u9762\u6295\u5165\u4e86\u5927\u91cf\u8d44\u6e90\uff0c\u5374\u672a\u80fd\u4ece\u4e2d\u6301\u7eed\u83b7\u5f97\u5546\u4e1a\u4ef7\u503c\u3002\u7814\u7a76\u673a\u6784Gartner\u7684\u62a5\u544a\u663e\u793a\uff0c\u4e00\u534a\u4ee5\u4e0a\u7684\u5e02\u573a\u603b\u76d1\u5bf9\u5176\u516c\u53f8\u8425\u9500\u6570\u636e\u5206\u6790\u56e2\u961f\u7684\u8868\u73b0\u8868\u793a\u4e0d\u6ee1\u3002 \u7a76\u5176\u539f\u56e0\uff0c\u5728\u4e8e\u5927\u6570\u636e\u5206\u6790\u662f\u4e00\u4e2a\u590d\u6742\u7684\u7cfb\u7edf\u5de5\u7a0b\uff0c\u5176\u6210\u529f\u7684\u8981\u7d20\u4e0d\u4ec5\u5728\u4e8e\u641c\u96c6\u3001\u5b58\u50a8\u548c\u7ba1\u7406\u6570\u636e\u8d44\u4ea7\u3001\u9002\u5f53\u7684\u5206\u6790\u65b9\u6cd5\u548c\u5de5\u5177\uff0c\u8fd8\u6709\u8d56\u56e2\u961f\u6210\u5458\u4e4b\u95f4\u9ad8\u6548\u7684\u8d44\u8baf\u4ea4\u4e92\u6a21\u5f0f\u4e0e\u534f\u540c\u673a\u5236\u3002\u6570\u636e\u3001\u5206\u6790\u5de5\u5177\u3001\u56e2\u961f\u8fd0\u4f5c\u548c\u516c\u53f8\u73af\u5883\u7b49\u591a\u9879\u56e0\u7d20\u76f8\u4e92\u4ea4\u7ec7\uff0c\u8981\u662f\u4efb\u4f55\u4e00\u4e2a\u73af\u8282\u51fa\u73b0\u95ee\u9898\uff0c\u90fd\u53ef\u80fd\u5bfc\u81f4\u6570\u636e\u5206\u6790\u9879\u76ee\u4ee5\u5931\u8d25\u544a\u7ec8\u3002\u56e0\u6b64\uff0c\u4f01\u4e1a\u5e94\u5236\u8ba2\u6709\u6548\u7684\u7ba1\u7406\u7b56\u7565\uff0c\u4ee5\u4fc3\u8fdb\u6570\u636e\u5206\u6790\u56e2\u961f\u7684\u6548\u80fd\uff0c\u5e76\u5145\u5206\u53d1\u6325\u6570\u636e\u7684\u4ef7\u503c\u3002 \u5efa\u8bbe\u56e2\u961f\u7684\u4e3b\u8f74\u7eb2\u9886 \u4e8b\u5b9e\u4e0a\uff0c\u9762\u5bf9\u5927\u6570\u636e\u5206\u6790\u7684\u91cd\u91cd\u963b\u969c\uff0c\u4f01\u4e1a\u5e76\u975e\u675f\u624b\u65e0\u7b56\u3002\u51fa\u8def\u662f\u6253\u9020\u5353\u8d8a\u7684\u6570\u636e\u5206\u6790\u56e2\u961f\uff0c\u4ece\u800c\u91ca\u653e\u5927\u6570\u636e\u7684\u6f5c\u529b\uff0c\u5b9e\u73b0\u5546\u4e1a\u4ef7\u503c\u7684\u6700\u5927\u5316\u3002\u4ee5\u4e0b\u52fe\u52d2\u5176\u4e2d\u4e03\u5927\u91cd\u70b9\u3002 \u4e00\u3001\u592f\u5b9e\u6570\u636e\u6839\u57fa\uff0c\u4fdd\u969c\u5206\u6790\u8d28\u91cf\u3010\u6ce81\u3011\u3002\u786e\u4fdd\u5206\u6790\u56e2\u961f\u7684\u6570\u636e\u6765\u6e90\u5e7f\u6cdb\u3001\u51c6\u786e\uff0c\u4ee5\u53ca\u5373\u65f6\u66f4\u65b0\u3002\u6570\u636e\u5206\u6790\u6db5\u76d6\u4ea4\u6613\u3001\u7528\u6237\u884c\u4e3a\u3001\u5e02\u573a\u52a8\u6001\u7b49\u591a\u7ef4\u5ea6\uff0c\u4e3a\u540e\u7eed\u7684\u6570\u636e\u5f00\u91c7\u63d0\u4f9b\u575a\u5b9e\u7684\u57fa\u7840\u3002\u5efa\u7acb\u79d1\u5b66\u7684\u6570\u636e\u5206\u6790\u6d41\u7a0b\u548c\u8d28\u91cf\u7ba1\u63a7\u4f53\u7cfb\u65f6\uff0c\u540e\u8005\u901a\u8fc7\u5efa\u7acb\u6570\u636e\u8d28\u91cf\u76d1\u63a7\u6307\u6807\u3001\u5b9a\u671f\u8bc4\u4f30\u6570\u636e\u8d28\u91cf\u7b49\u65b9\u5f0f\uff0c\u4ee5\u7ef4\u6301\u6570\u636e\u7684\u51c6\u786e\u6027\u548c\u4e00\u81f4\u6027\u3002 \u4e8c\u3001\u6df1\u5ea6\u5951\u5408\u4e1a\u52a1\uff0c\u7cbe\u51c6\u951a\u5b9a\u9700\u6c42\u3010\u6ce81\u3011\u3002\u6570\u636e\u5206\u6790\u56e2\u961f\u5e94\u4e0e\u4e1a\u52a1\u90e8\u95e8\u5408\u4f5c\u65e0\u95f4\uff0c\u6df1\u5165\u4e86\u89e3\u4e1a\u52a1\u9700\u6c42\uff0c\u63d0\u4f9b\u9488\u5bf9\u6027\u7684\u6570\u636e\u5206\u6790\u548c\u89e3\u51b3\u65b9\u6848\u3002\u6570\u636e\u5206\u6790\u56e2\u961f\u5728\u4f01\u4e1a\u4e2d\u7684\u5b9a\u4f4d\u5fc5\u987b\u9002\u5f53\u754c\u5b9a\uff0c\u4f7f\u5176\u6210\u4e3a\u4e1a\u52a1\u90e8\u95e8\u7684\u7d27\u5bc6\u4f19\u4f34\u3002\u56e2\u961f\u901a\u8fc7\u641c\u96c6\u3001\u6574\u7406\u3001\u5206\u6790\u6570\u636e\uff0c\u53ef\u652f\u63f4\u4f01\u4e1a\u7684\u65e5\u5e38\u8fd0\u8425\uff1b\u900f\u8fc7\u6df1\u5165\u4e86\u89e3\u4e1a\u52a1\u90e8\u95e8\u7684\u5de5\u4f5c\u6d41\u7a0b\u548c\u9700\u6c42\uff0c\u5c31\u80fd\u63d0\u4f9b\u91cf\u4f53\u88c1\u8863\u7684\u6570\u636e\u5206\u6790\u670d\u52a1\u3002 \u4e09\u3001\u6e05\u6670\u6c9f\u901a\u673a\u5236\uff0c\u4f18\u5316\u7ba1\u7406\u67b6\u6784\u3010\u6ce82\u3011\u3002\u6784\u5efa\u79d1\u5b66\u5408\u7406\u7684\u56e2\u961f\u7ba1\u7406\u67b6\u6784\u81f3\u5173\u91cd\u8981\uff0c\u5176\u4e2d\u5b8c\u5584\u7684\u6c9f\u901a\u673a\u5236\u4e0d\u53ef\u6216\u7f3a\u3002\u6210\u7acb\u4e13\u95e8\u7684\u6570\u636e\u7ba1\u7406\u90e8\u95e8\uff0c\u8d1f\u8d23\u7edf\u7b79\u6570\u636e\u7684\u641c\u96c6\u3001\u6574\u7406\u4e0e\u5206\u6790\u5de5\u4f5c\u65f6\uff0c\u5398\u6e05\u5404\u90e8\u95e8\u5728\u6570\u636e\u7ba1\u7406\u6d41\u7a0b\u4e2d\u7684\u804c\u8d23\uff0c\u800c\u90e8\u95e8\u4e4b\u95f4\u7684\u826f\u597d\u6c9f\u901a\u80fd\u591f\u907f\u514d\u8d23\u4efb\u63a8\u8bff\u548c\u5de5\u5e8f\u91cd\u53e0\uff0c\u4f7f\u5de5\u4f5c\u6548\u7387\u63d0\u9ad8\u3002\u5404\u90e8\u95e8\u53ea\u6709\u901a\u8fc7\u6709\u6548\u7684\u6c9f\u901a\uff0c\u624d\u80fd\u5404\u5c55\u6240\u957f\uff0c\u5b9e\u73b0\u8d44\u6e90\u7684\u4f18\u5316\u914d\u7f6e\uff0c\u8ba9\u6570\u636e\u5206\u6790\u9879\u76ee\u5f97\u4ee5\u987a\u5229\u8fdb\u884c\u3002 \u56db\u3001\u5851\u9020\u4ea4\u4e92\u8bb0\u5fc6\uff0c\u5f3a\u5316\u56e2\u961f\u534f\u4f5c\u3010\u6ce82\u3011\u3002\u56e2\u961f\u4e2d\u6bcf\u4e2a\u6210\u5458\u90fd\u6709\u5176\u64c5\u957f\u7684\u9886\u57df\u548c\u77e5\u8bc6\uff0c\u5fc5\u987b\u5f7c\u6b64\u4e86\u89e3\u5404\u81ea\u7684\u4e13\u957f\uff0c\u4ee5\u4fbf\u5728\u5904\u7406\u590d\u6742\u7684\u6570\u636e\u5206\u6790\u4e4b\u9645\uff0c\u6df1\u660e\u8c01\u5728\u54ea\u4e9b\u65b9\u9762\u8f83\u5f3a\uff0c\u8fbe\u81f3\u9ad8\u6548\u534f\u4f5c\u3002\u82e5\u5728\u4e00\u4e2a\u7efc\u5408\u6027\u6570\u636e\u5206\u6790\u9879\u76ee\u4e2d\uff0c\u8d1f\u8d23\u6570\u636e\u641c\u96c6\u7684\u6210\u5458\u77e5\u6089\u6570\u636e\u6765\u6e90\u7684\u4f18\u52bf\uff0c\u8d1f\u8d23\u5206\u6790\u7684\u6210\u5458\u64c5\u4e8e\u8fd0\u7528\u5404\u79cd\u65b9\u6cd5\uff0c\u901a\u8fc7\u4ea4\u4e92\u8bb0\u5fc6\u7cfb\u7edf\u59a5\u5584\u5206\u5de5\u800c\u5b8c\u6210\u9879\u76ee\uff0c\u5c31\u80fd\u6301\u7eed\u63d0\u9ad8\u56e2\u961f\u6574\u4f53\u8868\u73b0\u3002 \u4e94\u3001\u5b9e\u65bd\u521b\u9020\u6027\u6574\u5408\uff0c\u8d4b\u80fd\u4f01\u4e1a\u53d1\u5c55\u3010\u6ce83\u3011\u3002\u51ed\u501f\u6765\u6e90\u591a\u6837\u7684\u6570\u636e\u3001\u591a\u5143\u7684\u5206\u6790\u65b9\u6cd5\u4ee5\u53ca\u4e1a\u52a1\u77e5\u8bc6\uff0c\u56e2\u961f\u5c31\u80fd\u8fdb\u884c\u521b\u9020\u6027\u6574\u5408\u3002\u4ee5\u5206\u6790\u5e02\u573a\u73af\u5883\u548c\u7ade\u4e89\u4e3a\u4f8b\uff0c\u4e0d\u80fd\u5355\u9760\u5e02\u573a\u52a8\u6001\u6570\u636e\u548c\u6709\u5173\u5bf9\u624b\u7684\u6570\u636e\uff0c\u8fd8\u987b\u8fde\u7ed3\u4f01\u4e1a\u81ea\u8eab\u7684\u4e1a\u52a1\u7279\u70b9\u548c\u6218\u7565\u76ee\u6807\uff0c\u521b\u9020\u6027\u5730\u5c06\u8fd9\u4e9b\u8d44\u8baf\u6574\u5408\u8d77\u6765\uff0c\u4ece\u800c\u4e3a\u4f01\u4e1a\u5236\u5b9a\u51fa\u72ec\u7279\u7684\u5e02\u573a\u7b56\u7565\u3002 \u516d\u3001\u5f3a\u5316\u77e5\u8bc6\u7ba1\u7406\uff0c\u4fc3\u8fdb\u534f\u540c\u521b\u9020\u3010\u6ce84\u3011\u3002\u4e00\u4e2a\u6770\u51fa\u7684\u6570\u636e\u5206\u6790\u56e2\u961f\uff0c\u72b9\u5982\u4e00\u5ea7\u77e5\u8bc6\u5b9d\u5e93\uff0c\u5728\u957f\u671f\u5b9e\u8df5\u4e2d\u79ef\u7d2f\u4e86\u4e30\u5bcc\u7684\u4e13\u4e1a\u77e5\u8bc6\u4e0e\u6570\u636e\u5206\u6790\u6280\u5de7\u3002\u642d\u5efa\u5b8c\u5584\u7684\u77e5\u8bc6\u7ba1\u7406\u7cfb\u7edf\uff0c\u662f\u5f00\u542f\u8fd9\u5ea7\u5b9d\u5e93\u7684\u94a5\u5319\uff0c\u8ba9\u56e2\u961f\u7684\u77e5\u8bc6\u5f97\u4ee5\u9ad8\u6548\u6574\u5408\u4e0e\u5171\u521b\u3002\u5c06\u4e00\u7cfb\u5217\u9879\u76ee\u4e2d\u7684\u6570\u636e\u5206\u6790\u7ecf\u9a8c\u6574\u7406\u5f52\u6863\uff0c\u6210\u4e3a\u5b9d\u8d35\u7684\u201c\u667a\u6167\u9526\u56ca\u201d\uff0c\u6709\u5229\u4e8e\u56e2\u961f\u6210\u5458\u968f\u65f6\u4ece\u4e2d\u83b7\u53d6\u7075\u611f\uff0c\u6c72\u53d6\u517b\u5206\uff0c\u6301\u7eed\u63d0\u5347\u4e13\u4e1a\u80fd\u529b\u3002\u5bf9\u65b0\u6210\u5458\u6765\u8bf4\uff0c\u8fd9\u65e0\u7591\u662f\u878d\u5165\u56e2\u961f\u7684\u201c\u7eff\u8272\u901a\u9053\u201d\uff0c\u53ef\u8fc5\u901f\u8ba4\u8bc6\u5176\u4e2d\u5de5\u4f5c\u6a21\u5f0f\u548c\u638c\u63e1\u5fc5\u5907\u77e5\u8bc6\uff0c\u5e76\u5c3d\u5feb\u4e3a\u56e2\u961f\u8d21\u732e\u529b\u91cf\u3002 \u4e03\u3001\u501f\u52a9\u5148\u8fdb\u6280\u672f\uff0c\u5f3a\u5316\u534f\u4f5c\u6548\u80fd\u3010\u6ce83\u3011\u3002\u6570\u636e\u5206\u6790\u56e2\u961f\u9700\u719f\u7ec3\u8fd0\u7528\u5404\u7c7b\u9879\u76ee\u7ba1\u7406\u5de5\u5177\uff0c\u5982\u7518\u7279\u56fe\u3001\u770b\u677f\u7ba1\u7406\u7cfb\u7edf\u7b49\uff0c\u6765\u5408\u7406\u89c4\u5212\u9879\u76ee\u8fdb\u5ea6\u3001\u660e\u786e\u4efb\u52a1\u5206\u914d\u4e0e\u76d1\u63a7\u9879\u76ee\u8fdb\u5c55\uff0c\u63d0\u5347\u56e2\u961f\u534f\u4f5c\u6548\u7387\u4e0e\u9879\u76ee\u6267\u884c\u80fd\u529b\uff0c\u52a9\u529b\u4f01\u4e1a\u7684\u4e1a\u52a1\u7a33\u5065\u63a8\u8fdb\u4e0e\u9ad8\u6548\u62d3\u5c55\u3002\u5728\u56e2\u961f\u534f\u4f5c\u8fc7\u7a0b\u4e2d\uff0c\u5e94\u5229\u7528\u5373\u65f6\u901a\u8baf\u5de5\u5177\u3001\u5728\u7ebf\u6587\u6863\u534f\u4f5c\u5e73\u53f0\u7b49\u534f\u4f5c\u6280\u672f\uff0c\u4ee5\u6253\u7834\u6c9f\u901a\u58c1\u5792\uff0c\u8fbe\u81f3\u8d44\u8baf\u5b9e\u65f6\u5171\u4eab\u4e0e\u9ad8\u6548\u534f\u540c\u3002\u968f\u7740\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u51e0\u4f55\u7ea7\u6570\u53d1\u5c55\uff0c\u6570\u636e\u5206\u6790\u56e2\u961f\u5e94\u8bbe\u6cd5\u5c06\u5176\u878d\u5165\u5de5\u4f5c\u6d41\u7a0b\uff0c\u4fc3\u8fdb\u4eba\u7c7b\u4e0e\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u7684\u534f\u540c\u5408\u4f5c\uff0c\u4ee5\u63d0\u5347\u6548\u7387\u548c\u521b\u9020\u529b\u3002 \u77e5\u884c\u5408\u4e00 \u524d\u666f\u65e0\u9650 \u5c55\u671b\u672a\u6765\uff0c\u5927\u6570\u636e\u5206\u6790\u6280\u672f\u5c06\u5448\u73b0\u51fa\u66f4\u52a0\u8fc5\u731b\u7684\u53d1\u5c55\u6001\u52bf\uff0c\u5e76\u4e3a\u4f01\u4e1a\u5e26\u6765\u65e0\u7a77\u65e0\u5c3d\u7684\u673a\u9047\u548c\u53ef\u80fd\u3002\u9762\u5bf9\u8fd9\u573a\u79d1\u6280\u6d6a\u6f6e\uff0c\u5404\u65b9\u643a\u624b\u5171\u8fdb\uff0c\u4f18\u5316\u6570\u636e\u5206\u6790\u56e2\u961f\u7684\u7ba1\u7406\u534f\u4f5c\u673a\u5236\uff0c\u6253\u9020\u7cbe\u9510\u5353\u8d8a\u7684\u56e2\u961f\uff0c\u5b9a\u80fd\u5145\u5206\u5f00\u91c7\u5927\u6570\u636e\u7684\u4ef7\u503c\uff0c\u5171\u540c\u8c31\u5199\u667a\u80fd\u9ad8\u6548\u53d1\u5c55\u7684\u65b0\u7bc7\u7ae0\u3002 \u6ce81\uff1aZhang, X., Tian, F., Fang, Y., and Shen, H. \u201cHow to Promote Business Analytics Project Effectiveness: A Cross-disciplinary Bibliometric Analysis\u201d. Industrial Management &amp; Data Systems, under 1st round of revision. \u6ce82\uff1aFang, Y., Neufeld,","og:url":"https:\/\/www.hkubs.hku.hk\/sc\/research\/thought-leadership\/hkej-column\/the-taming-of-the-data-shaping-a-world-class-analytics-team\/","article:published_time":"2025-03-05T03:36:02+00:00","article:modified_time":"2025-03-05T03:47:44+00:00","twitter:card":"summary_large_image","twitter:title":"\u6253\u9020\u5353\u8d8a\u6570\u636e\u5206\u6790\u56e2\u961f\u7684\u65b9\u7565 - HKU Business School","twitter:description":"\u5728\u5927\u6570\u636e\u4e0e\u4eba\u5de5\u667a\u80fd\u6df1\u5ea6\u878d\u5408\u7684\u4eca\u5929\uff0c\u6570\u636e\u5df2\u6210\u4e3a\u4f01\u4e1a\u53d1\u5c55\u7684\u6838\u5fc3\u8d44\u4ea7\u3002\u968f\u7740\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u4e0d\u65ad\u7a81\u7834\u4e0e\u5e7f\u6cdb\u5e94\u7528\uff0c\u6570\u636e\u7684\u4ef7\u503c\u4e0a\u5347\u81f3\u524d\u6240\u672a\u6709\u7684\u9ad8\u5ea6\uff0c\u51e0\u4e4e\u6240\u6709\u4f01\u4e1a\u90fd\u81f4\u529b\u4e8e\u5229\u7528\u6570\u636e\u5206\u6790\u6765\u83b7\u53d6\u6709\u4ef7\u503c\u7684\u5546\u4e1a\u6d1e\u89c1\u3002 \u636eFortune Business Insights\u7684\u7814\u7a76\uff0c2022\u5e74\uff0c\u6570\u636e\u5206\u6790\u5e02\u573a\u89c4\u6a21\u4f30\u503c\u4e3a410.5\u4ebf\u7f8e\u5143\uff0c\u9884\u8ba1\u52302030\u5e74\u5c06\u589e\u957f\u81f32793.1\u4ebf\u7f8e\u5143\uff0c2023\u81f32030\u5e74\u671f\u95f4\u7684\u5e74\u5747\u589e\u957f\u7387\u4e3a27.3%\uff0c\u8db3\u89c1\u6570\u636e\u5206\u6790\u56e2\u961f\u65e5\u76ca\u91cd\u8981\u3002 \u6570\u636e\u6d6a\u6f6e\u4e0b\u6311\u6218\u4e0d\u65ad \u4e00\u4e2a\u4f18\u79c0\u7684\u6570\u636e\u5206\u6790\u56e2\u961f\uff0c\u80fd\u591f\u534f\u52a9\u4f01\u4e1a\u4ece\u6d77\u91cf\u7684\u6570\u636e\u4e2d\u63d0\u53d6\u5173\u952e\u8d44\u8baf\uff0c\u5927\u529b\u652f\u63f4\u4f01\u4e1a\u7684\u6218\u7565\u51b3\u7b56\uff0c\u8fdb\u800c\u63d0\u9ad8\u8fd0\u8425\u6548\u7387\uff0c\u589e\u5f3a\u5728\u5e02\u573a\u4e0a\u7684\u7ade\u4e89\u4f18\u52bf\u3002\u901a\u8fc7\u5bf9\u9500\u552e\u6570\u636e\u7684\u6df1\u5165\u5206\u6790\uff0c\u4f01\u4e1a\u53ef\u4ee5\u7cbe\u51c6\u628a\u63e1\u5e02\u573a\u9700\u6c42\uff0c\u4f18\u5316\u4ea7\u54c1\u5e03\u5c40\uff1b\u901a\u8fc7\u5bf9\u7528\u6237\u884c\u4e3a\u6570\u636e\u7684\u5f00\u91c7\uff08data mining\uff09\uff0c\u4f01\u4e1a\u80fd\u591f\u5b9e\u73b0\u4e2a\u6027\u5316\u8425\u9500\uff0c\u52a0\u5f3a\u7528\u6237\u6ee1\u610f\u5ea6\u548c\u5fe0\u8bda\u5ea6\u3002 \u7136\u800c\uff0c\u5f53\u524d\u6570\u636e\u5206\u6790\u56e2\u961f\u7684\u7ba1\u7406\u5374\u9762\u4e34\u4e0d\u5c11\u56f0\u96be\u3002\u8bb8\u591a\u516c\u53f8\u867d\u5728\u5927\u6570\u636e\u3001\u4eba\u5de5\u667a\u80fd\u548c\u673a\u5668\u5b66\u4e60\u65b9\u9762\u6295\u5165\u4e86\u5927\u91cf\u8d44\u6e90\uff0c\u5374\u672a\u80fd\u4ece\u4e2d\u6301\u7eed\u83b7\u5f97\u5546\u4e1a\u4ef7\u503c\u3002\u7814\u7a76\u673a\u6784Gartner\u7684\u62a5\u544a\u663e\u793a\uff0c\u4e00\u534a\u4ee5\u4e0a\u7684\u5e02\u573a\u603b\u76d1\u5bf9\u5176\u516c\u53f8\u8425\u9500\u6570\u636e\u5206\u6790\u56e2\u961f\u7684\u8868\u73b0\u8868\u793a\u4e0d\u6ee1\u3002 \u7a76\u5176\u539f\u56e0\uff0c\u5728\u4e8e\u5927\u6570\u636e\u5206\u6790\u662f\u4e00\u4e2a\u590d\u6742\u7684\u7cfb\u7edf\u5de5\u7a0b\uff0c\u5176\u6210\u529f\u7684\u8981\u7d20\u4e0d\u4ec5\u5728\u4e8e\u641c\u96c6\u3001\u5b58\u50a8\u548c\u7ba1\u7406\u6570\u636e\u8d44\u4ea7\u3001\u9002\u5f53\u7684\u5206\u6790\u65b9\u6cd5\u548c\u5de5\u5177\uff0c\u8fd8\u6709\u8d56\u56e2\u961f\u6210\u5458\u4e4b\u95f4\u9ad8\u6548\u7684\u8d44\u8baf\u4ea4\u4e92\u6a21\u5f0f\u4e0e\u534f\u540c\u673a\u5236\u3002\u6570\u636e\u3001\u5206\u6790\u5de5\u5177\u3001\u56e2\u961f\u8fd0\u4f5c\u548c\u516c\u53f8\u73af\u5883\u7b49\u591a\u9879\u56e0\u7d20\u76f8\u4e92\u4ea4\u7ec7\uff0c\u8981\u662f\u4efb\u4f55\u4e00\u4e2a\u73af\u8282\u51fa\u73b0\u95ee\u9898\uff0c\u90fd\u53ef\u80fd\u5bfc\u81f4\u6570\u636e\u5206\u6790\u9879\u76ee\u4ee5\u5931\u8d25\u544a\u7ec8\u3002\u56e0\u6b64\uff0c\u4f01\u4e1a\u5e94\u5236\u8ba2\u6709\u6548\u7684\u7ba1\u7406\u7b56\u7565\uff0c\u4ee5\u4fc3\u8fdb\u6570\u636e\u5206\u6790\u56e2\u961f\u7684\u6548\u80fd\uff0c\u5e76\u5145\u5206\u53d1\u6325\u6570\u636e\u7684\u4ef7\u503c\u3002 \u5efa\u8bbe\u56e2\u961f\u7684\u4e3b\u8f74\u7eb2\u9886 \u4e8b\u5b9e\u4e0a\uff0c\u9762\u5bf9\u5927\u6570\u636e\u5206\u6790\u7684\u91cd\u91cd\u963b\u969c\uff0c\u4f01\u4e1a\u5e76\u975e\u675f\u624b\u65e0\u7b56\u3002\u51fa\u8def\u662f\u6253\u9020\u5353\u8d8a\u7684\u6570\u636e\u5206\u6790\u56e2\u961f\uff0c\u4ece\u800c\u91ca\u653e\u5927\u6570\u636e\u7684\u6f5c\u529b\uff0c\u5b9e\u73b0\u5546\u4e1a\u4ef7\u503c\u7684\u6700\u5927\u5316\u3002\u4ee5\u4e0b\u52fe\u52d2\u5176\u4e2d\u4e03\u5927\u91cd\u70b9\u3002 \u4e00\u3001\u592f\u5b9e\u6570\u636e\u6839\u57fa\uff0c\u4fdd\u969c\u5206\u6790\u8d28\u91cf\u3010\u6ce81\u3011\u3002\u786e\u4fdd\u5206\u6790\u56e2\u961f\u7684\u6570\u636e\u6765\u6e90\u5e7f\u6cdb\u3001\u51c6\u786e\uff0c\u4ee5\u53ca\u5373\u65f6\u66f4\u65b0\u3002\u6570\u636e\u5206\u6790\u6db5\u76d6\u4ea4\u6613\u3001\u7528\u6237\u884c\u4e3a\u3001\u5e02\u573a\u52a8\u6001\u7b49\u591a\u7ef4\u5ea6\uff0c\u4e3a\u540e\u7eed\u7684\u6570\u636e\u5f00\u91c7\u63d0\u4f9b\u575a\u5b9e\u7684\u57fa\u7840\u3002\u5efa\u7acb\u79d1\u5b66\u7684\u6570\u636e\u5206\u6790\u6d41\u7a0b\u548c\u8d28\u91cf\u7ba1\u63a7\u4f53\u7cfb\u65f6\uff0c\u540e\u8005\u901a\u8fc7\u5efa\u7acb\u6570\u636e\u8d28\u91cf\u76d1\u63a7\u6307\u6807\u3001\u5b9a\u671f\u8bc4\u4f30\u6570\u636e\u8d28\u91cf\u7b49\u65b9\u5f0f\uff0c\u4ee5\u7ef4\u6301\u6570\u636e\u7684\u51c6\u786e\u6027\u548c\u4e00\u81f4\u6027\u3002 \u4e8c\u3001\u6df1\u5ea6\u5951\u5408\u4e1a\u52a1\uff0c\u7cbe\u51c6\u951a\u5b9a\u9700\u6c42\u3010\u6ce81\u3011\u3002\u6570\u636e\u5206\u6790\u56e2\u961f\u5e94\u4e0e\u4e1a\u52a1\u90e8\u95e8\u5408\u4f5c\u65e0\u95f4\uff0c\u6df1\u5165\u4e86\u89e3\u4e1a\u52a1\u9700\u6c42\uff0c\u63d0\u4f9b\u9488\u5bf9\u6027\u7684\u6570\u636e\u5206\u6790\u548c\u89e3\u51b3\u65b9\u6848\u3002\u6570\u636e\u5206\u6790\u56e2\u961f\u5728\u4f01\u4e1a\u4e2d\u7684\u5b9a\u4f4d\u5fc5\u987b\u9002\u5f53\u754c\u5b9a\uff0c\u4f7f\u5176\u6210\u4e3a\u4e1a\u52a1\u90e8\u95e8\u7684\u7d27\u5bc6\u4f19\u4f34\u3002\u56e2\u961f\u901a\u8fc7\u641c\u96c6\u3001\u6574\u7406\u3001\u5206\u6790\u6570\u636e\uff0c\u53ef\u652f\u63f4\u4f01\u4e1a\u7684\u65e5\u5e38\u8fd0\u8425\uff1b\u900f\u8fc7\u6df1\u5165\u4e86\u89e3\u4e1a\u52a1\u90e8\u95e8\u7684\u5de5\u4f5c\u6d41\u7a0b\u548c\u9700\u6c42\uff0c\u5c31\u80fd\u63d0\u4f9b\u91cf\u4f53\u88c1\u8863\u7684\u6570\u636e\u5206\u6790\u670d\u52a1\u3002 \u4e09\u3001\u6e05\u6670\u6c9f\u901a\u673a\u5236\uff0c\u4f18\u5316\u7ba1\u7406\u67b6\u6784\u3010\u6ce82\u3011\u3002\u6784\u5efa\u79d1\u5b66\u5408\u7406\u7684\u56e2\u961f\u7ba1\u7406\u67b6\u6784\u81f3\u5173\u91cd\u8981\uff0c\u5176\u4e2d\u5b8c\u5584\u7684\u6c9f\u901a\u673a\u5236\u4e0d\u53ef\u6216\u7f3a\u3002\u6210\u7acb\u4e13\u95e8\u7684\u6570\u636e\u7ba1\u7406\u90e8\u95e8\uff0c\u8d1f\u8d23\u7edf\u7b79\u6570\u636e\u7684\u641c\u96c6\u3001\u6574\u7406\u4e0e\u5206\u6790\u5de5\u4f5c\u65f6\uff0c\u5398\u6e05\u5404\u90e8\u95e8\u5728\u6570\u636e\u7ba1\u7406\u6d41\u7a0b\u4e2d\u7684\u804c\u8d23\uff0c\u800c\u90e8\u95e8\u4e4b\u95f4\u7684\u826f\u597d\u6c9f\u901a\u80fd\u591f\u907f\u514d\u8d23\u4efb\u63a8\u8bff\u548c\u5de5\u5e8f\u91cd\u53e0\uff0c\u4f7f\u5de5\u4f5c\u6548\u7387\u63d0\u9ad8\u3002\u5404\u90e8\u95e8\u53ea\u6709\u901a\u8fc7\u6709\u6548\u7684\u6c9f\u901a\uff0c\u624d\u80fd\u5404\u5c55\u6240\u957f\uff0c\u5b9e\u73b0\u8d44\u6e90\u7684\u4f18\u5316\u914d\u7f6e\uff0c\u8ba9\u6570\u636e\u5206\u6790\u9879\u76ee\u5f97\u4ee5\u987a\u5229\u8fdb\u884c\u3002 \u56db\u3001\u5851\u9020\u4ea4\u4e92\u8bb0\u5fc6\uff0c\u5f3a\u5316\u56e2\u961f\u534f\u4f5c\u3010\u6ce82\u3011\u3002\u56e2\u961f\u4e2d\u6bcf\u4e2a\u6210\u5458\u90fd\u6709\u5176\u64c5\u957f\u7684\u9886\u57df\u548c\u77e5\u8bc6\uff0c\u5fc5\u987b\u5f7c\u6b64\u4e86\u89e3\u5404\u81ea\u7684\u4e13\u957f\uff0c\u4ee5\u4fbf\u5728\u5904\u7406\u590d\u6742\u7684\u6570\u636e\u5206\u6790\u4e4b\u9645\uff0c\u6df1\u660e\u8c01\u5728\u54ea\u4e9b\u65b9\u9762\u8f83\u5f3a\uff0c\u8fbe\u81f3\u9ad8\u6548\u534f\u4f5c\u3002\u82e5\u5728\u4e00\u4e2a\u7efc\u5408\u6027\u6570\u636e\u5206\u6790\u9879\u76ee\u4e2d\uff0c\u8d1f\u8d23\u6570\u636e\u641c\u96c6\u7684\u6210\u5458\u77e5\u6089\u6570\u636e\u6765\u6e90\u7684\u4f18\u52bf\uff0c\u8d1f\u8d23\u5206\u6790\u7684\u6210\u5458\u64c5\u4e8e\u8fd0\u7528\u5404\u79cd\u65b9\u6cd5\uff0c\u901a\u8fc7\u4ea4\u4e92\u8bb0\u5fc6\u7cfb\u7edf\u59a5\u5584\u5206\u5de5\u800c\u5b8c\u6210\u9879\u76ee\uff0c\u5c31\u80fd\u6301\u7eed\u63d0\u9ad8\u56e2\u961f\u6574\u4f53\u8868\u73b0\u3002 \u4e94\u3001\u5b9e\u65bd\u521b\u9020\u6027\u6574\u5408\uff0c\u8d4b\u80fd\u4f01\u4e1a\u53d1\u5c55\u3010\u6ce83\u3011\u3002\u51ed\u501f\u6765\u6e90\u591a\u6837\u7684\u6570\u636e\u3001\u591a\u5143\u7684\u5206\u6790\u65b9\u6cd5\u4ee5\u53ca\u4e1a\u52a1\u77e5\u8bc6\uff0c\u56e2\u961f\u5c31\u80fd\u8fdb\u884c\u521b\u9020\u6027\u6574\u5408\u3002\u4ee5\u5206\u6790\u5e02\u573a\u73af\u5883\u548c\u7ade\u4e89\u4e3a\u4f8b\uff0c\u4e0d\u80fd\u5355\u9760\u5e02\u573a\u52a8\u6001\u6570\u636e\u548c\u6709\u5173\u5bf9\u624b\u7684\u6570\u636e\uff0c\u8fd8\u987b\u8fde\u7ed3\u4f01\u4e1a\u81ea\u8eab\u7684\u4e1a\u52a1\u7279\u70b9\u548c\u6218\u7565\u76ee\u6807\uff0c\u521b\u9020\u6027\u5730\u5c06\u8fd9\u4e9b\u8d44\u8baf\u6574\u5408\u8d77\u6765\uff0c\u4ece\u800c\u4e3a\u4f01\u4e1a\u5236\u5b9a\u51fa\u72ec\u7279\u7684\u5e02\u573a\u7b56\u7565\u3002 \u516d\u3001\u5f3a\u5316\u77e5\u8bc6\u7ba1\u7406\uff0c\u4fc3\u8fdb\u534f\u540c\u521b\u9020\u3010\u6ce84\u3011\u3002\u4e00\u4e2a\u6770\u51fa\u7684\u6570\u636e\u5206\u6790\u56e2\u961f\uff0c\u72b9\u5982\u4e00\u5ea7\u77e5\u8bc6\u5b9d\u5e93\uff0c\u5728\u957f\u671f\u5b9e\u8df5\u4e2d\u79ef\u7d2f\u4e86\u4e30\u5bcc\u7684\u4e13\u4e1a\u77e5\u8bc6\u4e0e\u6570\u636e\u5206\u6790\u6280\u5de7\u3002\u642d\u5efa\u5b8c\u5584\u7684\u77e5\u8bc6\u7ba1\u7406\u7cfb\u7edf\uff0c\u662f\u5f00\u542f\u8fd9\u5ea7\u5b9d\u5e93\u7684\u94a5\u5319\uff0c\u8ba9\u56e2\u961f\u7684\u77e5\u8bc6\u5f97\u4ee5\u9ad8\u6548\u6574\u5408\u4e0e\u5171\u521b\u3002\u5c06\u4e00\u7cfb\u5217\u9879\u76ee\u4e2d\u7684\u6570\u636e\u5206\u6790\u7ecf\u9a8c\u6574\u7406\u5f52\u6863\uff0c\u6210\u4e3a\u5b9d\u8d35\u7684\u201c\u667a\u6167\u9526\u56ca\u201d\uff0c\u6709\u5229\u4e8e\u56e2\u961f\u6210\u5458\u968f\u65f6\u4ece\u4e2d\u83b7\u53d6\u7075\u611f\uff0c\u6c72\u53d6\u517b\u5206\uff0c\u6301\u7eed\u63d0\u5347\u4e13\u4e1a\u80fd\u529b\u3002\u5bf9\u65b0\u6210\u5458\u6765\u8bf4\uff0c\u8fd9\u65e0\u7591\u662f\u878d\u5165\u56e2\u961f\u7684\u201c\u7eff\u8272\u901a\u9053\u201d\uff0c\u53ef\u8fc5\u901f\u8ba4\u8bc6\u5176\u4e2d\u5de5\u4f5c\u6a21\u5f0f\u548c\u638c\u63e1\u5fc5\u5907\u77e5\u8bc6\uff0c\u5e76\u5c3d\u5feb\u4e3a\u56e2\u961f\u8d21\u732e\u529b\u91cf\u3002 \u4e03\u3001\u501f\u52a9\u5148\u8fdb\u6280\u672f\uff0c\u5f3a\u5316\u534f\u4f5c\u6548\u80fd\u3010\u6ce83\u3011\u3002\u6570\u636e\u5206\u6790\u56e2\u961f\u9700\u719f\u7ec3\u8fd0\u7528\u5404\u7c7b\u9879\u76ee\u7ba1\u7406\u5de5\u5177\uff0c\u5982\u7518\u7279\u56fe\u3001\u770b\u677f\u7ba1\u7406\u7cfb\u7edf\u7b49\uff0c\u6765\u5408\u7406\u89c4\u5212\u9879\u76ee\u8fdb\u5ea6\u3001\u660e\u786e\u4efb\u52a1\u5206\u914d\u4e0e\u76d1\u63a7\u9879\u76ee\u8fdb\u5c55\uff0c\u63d0\u5347\u56e2\u961f\u534f\u4f5c\u6548\u7387\u4e0e\u9879\u76ee\u6267\u884c\u80fd\u529b\uff0c\u52a9\u529b\u4f01\u4e1a\u7684\u4e1a\u52a1\u7a33\u5065\u63a8\u8fdb\u4e0e\u9ad8\u6548\u62d3\u5c55\u3002\u5728\u56e2\u961f\u534f\u4f5c\u8fc7\u7a0b\u4e2d\uff0c\u5e94\u5229\u7528\u5373\u65f6\u901a\u8baf\u5de5\u5177\u3001\u5728\u7ebf\u6587\u6863\u534f\u4f5c\u5e73\u53f0\u7b49\u534f\u4f5c\u6280\u672f\uff0c\u4ee5\u6253\u7834\u6c9f\u901a\u58c1\u5792\uff0c\u8fbe\u81f3\u8d44\u8baf\u5b9e\u65f6\u5171\u4eab\u4e0e\u9ad8\u6548\u534f\u540c\u3002\u968f\u7740\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u51e0\u4f55\u7ea7\u6570\u53d1\u5c55\uff0c\u6570\u636e\u5206\u6790\u56e2\u961f\u5e94\u8bbe\u6cd5\u5c06\u5176\u878d\u5165\u5de5\u4f5c\u6d41\u7a0b\uff0c\u4fc3\u8fdb\u4eba\u7c7b\u4e0e\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u7684\u534f\u540c\u5408\u4f5c\uff0c\u4ee5\u63d0\u5347\u6548\u7387\u548c\u521b\u9020\u529b\u3002 \u77e5\u884c\u5408\u4e00 \u524d\u666f\u65e0\u9650 \u5c55\u671b\u672a\u6765\uff0c\u5927\u6570\u636e\u5206\u6790\u6280\u672f\u5c06\u5448\u73b0\u51fa\u66f4\u52a0\u8fc5\u731b\u7684\u53d1\u5c55\u6001\u52bf\uff0c\u5e76\u4e3a\u4f01\u4e1a\u5e26\u6765\u65e0\u7a77\u65e0\u5c3d\u7684\u673a\u9047\u548c\u53ef\u80fd\u3002\u9762\u5bf9\u8fd9\u573a\u79d1\u6280\u6d6a\u6f6e\uff0c\u5404\u65b9\u643a\u624b\u5171\u8fdb\uff0c\u4f18\u5316\u6570\u636e\u5206\u6790\u56e2\u961f\u7684\u7ba1\u7406\u534f\u4f5c\u673a\u5236\uff0c\u6253\u9020\u7cbe\u9510\u5353\u8d8a\u7684\u56e2\u961f\uff0c\u5b9a\u80fd\u5145\u5206\u5f00\u91c7\u5927\u6570\u636e\u7684\u4ef7\u503c\uff0c\u5171\u540c\u8c31\u5199\u667a\u80fd\u9ad8\u6548\u53d1\u5c55\u7684\u65b0\u7bc7\u7ae0\u3002 \u6ce81\uff1aZhang, X., Tian, F., Fang, Y., and Shen, H. \u201cHow to Promote Business Analytics Project Effectiveness: A Cross-disciplinary Bibliometric Analysis\u201d. Industrial Management &amp; Data Systems, under 1st round of revision. \u6ce82\uff1aFang, Y., Neufeld,"},"aioseo_meta_data":{"post_id":"231167","title":null,"description":null,"keywords":null,"keyphrases":{"focus":{"keyphrase":"","score":0,"analysis":{"keyphraseInTitle":{"score":0,"maxScore":9,"error":1}}},"additional":[]},"primary_term":null,"canonical_url":null,"og_title":null,"og_description":null,"og_object_type":"default","og_image_type":"default","og_image_url":null,"og_image_width":null,"og_image_height":null,"og_image_custom_url":null,"og_image_custom_fields":null,"og_video":"","og_custom_url":null,"og_article_section":null,"og_article_tags":null,"twitter_use_og":false,"twitter_card":"default","twitter_image_type":"default","twitter_image_url":null,"twitter_image_custom_url":null,"twitter_image_custom_fields":null,"twitter_title":null,"twitter_description":null,"schema":{"blockGraphs":[],"customGraphs":[],"default":{"data":{"Article":[],"Course":[],"Dataset":[],"FAQPage":[],"Movie":[],"Person":[],"Product":[],"ProductReview":[],"Car":[],"Recipe":[],"Service":[],"SoftwareApplication":[],"WebPage":[]},"graphName":"WebPage","isEnabled":true},"graphs":[]},"schema_type":"default","schema_type_options":null,"pillar_content":false,"robots_default":true,"robots_noindex":false,"robots_noarchive":false,"robots_nosnippet":false,"robots_nofollow":false,"robots_noimageindex":false,"robots_noodp":false,"robots_notranslate":false,"robots_max_snippet":"-1","robots_max_videopreview":"-1","robots_max_imagepreview":"large","priority":null,"frequency":"default","local_seo":null,"breadcrumb_settings":null,"limit_modified_date":0,"ai":null,"created":"2025-03-05 03:38:09","updated":"2025-03-05 03:47:44","seo_analyzer_scan_date":null},"aioseo_breadcrumb":"<div class=\"aioseo-breadcrumbs\"><span class=\"aioseo-breadcrumb\">\n\t\t\t<a href=\"https:\/\/www.hkubs.hku.hk\/sc\/\" title=\"Home\">Home<\/a>\n\t\t<\/span><span class=\"aioseo-breadcrumb-separator\">&raquo;<\/span><span class=\"aioseo-breadcrumb\">\n\t\t\t<a href=\"https:\/\/www.hkubs.hku.hk\/sc\/thought-leadership\/hkej-column-sc\/\" title=\"\u9f99\u864e\u5c71\u4e0b\">\u9f99\u864e\u5c71\u4e0b<\/a>\n\t\t<\/span><span class=\"aioseo-breadcrumb-separator\">&raquo;<\/span><span class=\"aioseo-breadcrumb\">\n\t\t\t\u6253\u9020\u5353\u8d8a\u6570\u636e\u5206\u6790\u56e2\u961f\u7684\u65b9\u7565\n\t\t<\/span><\/div>","aioseo_breadcrumb_json":[{"label":"Home","link":"https:\/\/www.hkubs.hku.hk\/sc\/"},{"label":"\u9f99\u864e\u5c71\u4e0b","link":"https:\/\/www.hkubs.hku.hk\/sc\/thought-leadership\/hkej-column-sc\/"},{"label":"\u6253\u9020\u5353\u8d8a\u6570\u636e\u5206\u6790\u56e2\u961f\u7684\u65b9\u7565","link":"https:\/\/www.hkubs.hku.hk\/sc\/research\/thought-leadership\/hkej-column\/the-taming-of-the-data-shaping-a-world-class-analytics-team\/"}],"_links":{"self":[{"href":"https:\/\/www.hkubs.hku.hk\/sc\/wp-json\/wp\/v2\/thought-leadership\/231167","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.hkubs.hku.hk\/sc\/wp-json\/wp\/v2\/thought-leadership"}],"about":[{"href":"https:\/\/www.hkubs.hku.hk\/sc\/wp-json\/wp\/v2\/types\/thought-leadership"}],"version-history":[{"count":4,"href":"https:\/\/www.hkubs.hku.hk\/sc\/wp-json\/wp\/v2\/thought-leadership\/231167\/revisions"}],"predecessor-version":[{"id":231174,"href":"https:\/\/www.hkubs.hku.hk\/sc\/wp-json\/wp\/v2\/thought-leadership\/231167\/revisions\/231174"}],"wp:attachment":[{"href":"https:\/\/www.hkubs.hku.hk\/sc\/wp-json\/wp\/v2\/media?parent=231167"}],"wp:term":[{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.hkubs.hku.hk\/sc\/wp-json\/wp\/v2\/tags?post=231167"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}