logo
  • 全球网络
  • 港大经管学院
        • 关于我们 关于我们
        • 港大经管学院是一所扎根亚洲、面向国际的顶尖商学院。
        • 概览
          • 院长寄语
          • 愿景及使命
          • 里程碑
          • 合作伙伴及环球联系
          • 排名及认证
          • 企业合作
        • 学院领导
          • 学院领导
          • 国际顾问委员会
        • 我们的故事
        • 联络我们
        • 内联网
        • 设施
  • 课程
        • 课程 课程
        • 我们致力为学生提供多元化的学习体验,培育人才。
        • 总览
        • 本科生课程
        • 硕士课程
          • 会计数据分析硕士
          • 会计学硕士
          • 气候治理与风险管理硕士
          • 经济学硕士
          • 家族财富管理硕士
          • 金融学硕士
          • 金融学硕士(金融科技)
          • 环球管理学硕士
          • 可持续会计及金融硕士
          • 理科碩士﹙商業分析﹚
          • 理科硕士﹙市场营销学﹚
          • 财富管理硕士
        • 工商管理学硕士及高级管理人员工商管理学硕士课程
          • 工商管理学硕士
          • 工商管理学硕士(国际)
          • 高级管理人员工商管理学硕士
        • 哲學博士課程
        • 高層管理教育
        • 工商管理學博士課程
  • 团队
        • 学院团队 学院团队
        • 国际化的教职员团队,积极推动课程发展,提供优质教育。
        • 教学人员
        • 博士后研究员
        • 助教/教学助理
        • 研究生
        • 行政人员
  • 研究
        • 研究 研究
        • 引领知识创造的前沿
        • 思维领导
          • 学术论文
          • 信报龙虎山下专栏
          • FT中文网明德商论专栏
          • 媒体报导
        • 学科专业
        • 学院团队
        • 研究资助
        • 学术活动
          • 陈坤耀杰出学人讲座系列
        • 研究中心
        • 香港宏观经济预测
        • 香港大学知识交流
        • 香港大学学术库
        • 深圳研究院
  • 活动
  • 媒体
        • 媒体 媒体
        • 促进知识交流,分享独到的见解及构思,启发社会大众。
        • 学院消息
        • 媒体报导
        • 新闻稿
  • 就业及工作
        • 就业及工作 就业及工作
        • 加强与企业及伙伴的合作,携手培育专业人才。
        • 招聘人才
        • 学生就业发展
        • 工作机会
          • 教员招聘
          • 香港大学招聘网站
  • English
  • 繁
Type To Search
logo
Type To Search
  • 全球网络
  • 港大经管学院
        • 关于我们 关于我们
        • 港大经管学院是一所扎根亚洲、面向国际的顶尖商学院。
        • 概览
          • 院长寄语
          • 愿景及使命
          • 里程碑
          • 合作伙伴及环球联系
          • 排名及认证
          • 企业合作
        • 学院领导
          • 学院领导
          • 国际顾问委员会
        • 我们的故事
        • 联络我们
        • 内联网
        • 设施
  • 课程
        • 课程 课程
        • 我们致力为学生提供多元化的学习体验,培育人才。
        • 总览
        • 本科生课程
        • 硕士课程
          • 会计数据分析硕士
          • 会计学硕士
          • 气候治理与风险管理硕士
          • 经济学硕士
          • 家族财富管理硕士
          • 金融学硕士
          • 金融学硕士(金融科技)
          • 环球管理学硕士
          • 可持续会计及金融硕士
          • 理科碩士﹙商業分析﹚
          • 理科硕士﹙市场营销学﹚
          • 财富管理硕士
        • 工商管理学硕士及高级管理人员工商管理学硕士课程
          • 工商管理学硕士
          • 工商管理学硕士(国际)
          • 高级管理人员工商管理学硕士
        • 哲學博士課程
        • 高層管理教育
        • 工商管理學博士課程
  • 团队
        • 学院团队 学院团队
        • 国际化的教职员团队,积极推动课程发展,提供优质教育。
        • 教学人员
        • 博士后研究员
        • 助教/教学助理
        • 研究生
        • 行政人员
  • 研究
        • 研究 研究
        • 引领知识创造的前沿
        • 思维领导
          • 学术论文
          • 信报龙虎山下专栏
          • FT中文网明德商论专栏
          • 媒体报导
        • 学科专业
        • 学院团队
        • 研究资助
        • 学术活动
          • 陈坤耀杰出学人讲座系列
        • 研究中心
        • 香港宏观经济预测
        • 香港大学知识交流
        • 香港大学学术库
        • 深圳研究院
  • 活动
  • 媒体
        • 媒体 媒体
        • 促进知识交流,分享独到的见解及构思,启发社会大众。
        • 学院消息
        • 媒体报导
        • 新闻稿
  • 就业及工作
        • 就业及工作 就业及工作
        • 加强与企业及伙伴的合作,携手培育专业人才。
        • 招聘人才
        • 学生就业发展
        • 工作机会
          • 教员招聘
          • 香港大学招聘网站
港大經管學院
  • 全球网络
  • 港大经管学院
    • 概览
      • 院长寄语
      • 愿景及使命
      • 里程碑
      • 合作伙伴及环球联系
      • 排名及认证
      • 企业合作
    • 学院领导
      • 学院领导
      • 国际顾问委员会
    • 我们的故事
    • 联络我们
    • 内联网
    • 设施
  • 课程
    • 总览
    • 本科生课程
    • 硕士课程
      • 会计数据分析硕士
      • 会计学硕士
      • 气候治理与风险管理硕士
      • 经济学硕士
      • 家族财富管理硕士
      • 金融学硕士
      • 金融学硕士(金融科技)
      • 环球管理学硕士
      • 可持续会计及金融硕士
      • 理科碩士﹙商業分析﹚
      • 理科硕士﹙市场营销学﹚
      • 财富管理硕士
    • 工商管理学硕士及高级管理人员工商管理学硕士课程
      • 工商管理学硕士
      • 工商管理学硕士(国际)
      • 高级管理人员工商管理学硕士
    • 工商管理學博士課程
    • 哲學博士課程
    • 高層管理教育
  • 团队
    • 教学人员
    • 博士后研究员
    • 助教/教学助理
    • 研究生
    • 行政人员
  • 研究
    • 思维领导
      • 学术论文
      • 信报龙虎山下专栏
      • FT中文网明德商论专栏
      • 媒体报导
    • 学科专业
    • 学院团队
    • 研究资助
    • 学术活动
      • 陈坤耀杰出学人讲座系列
    • 研究中心
    • 香港宏观经济预测
    • 香港大学知识交流
    • 香港大学学术库
    • 深圳研究院
  • 活动
  • 媒体
    • 学院消息
    • 媒体报导
    • 新闻稿
  • 就业及工作
    • 招聘人才
    • 学生就业发展
    • 工作机会
      • 教员招聘
      • 香港大学招聘网站

思维领导

主页 研究 思维领导
The Cost of Distraction

The Cost of Distraction

NA
分享到推特分享到面书分享到whatsapp分享到領英分享到電郵

Distractions are everywhere in our always-on, always connected world. Our focus at work, as well as our play and relaxation time, has been ambushed by ploys aimed at distracting our attention for commercial gain. The hard-to-resist temptation to click on an ad that is cunningly aligned to our preferences also plays on the fear of missing out that marketers have been adept at honing in on. Many man hours and millions of research dollars have been spent on measuring the level of distraction in the workplace and working out the costs to employers.

Other, less well-documented costs can also result from distractions. Consider for example the attention of investors in the stock market. What could be the result if some compelling opportunities were potentially lucrative enough to distract their attention from monitoring the stock market? What kind of opportunity could be compelling enough to do that? And could such a distraction have an impact on the stock market while they were neglecting to monitor it?

Researchers have been looking at this kind of distraction, called “rational inattention,” with interest, and for good reason. After all, if you can identify the specific triggers of changed investor behaviour that impact stock movements, that could give you an edge as an investor.

One of the latest studies on this topic was written by Dr Shiyang Huang, Ms Yulin Huang and Professor Tse-Chun Lin of the HKU Business School. Their paper, entitled “Attention allocation and return co-movement: Evidence from repeated natural experiments”, was published by Journal of Financial Economics in 2019. Their topic of research was studying what happens when lotteries with big jackpots distract investors’ attention from the stock market.

Most investors pay close attention to how the firms they invest in are performing in financial markets. That’s a strategy that makes good sense if you’re an investor. Yet investors, particularly retail investors, do not always behave rationally. Sometimes perceived opportunities to make money outside the world of financial markets can be tantalizing enough to make investors change their behaviour. The researchers wanted to find out if those changes could affect the performance of firms’ stocks.

The lure of lotteries

One of those tantalizing opportunities are lotteries that offer the potential for big wins. If you have ever chosen to buy a lottery ticket because the prize has grown so big, then you are well placed to understand the lure of the lotteries.

Lotteries have widespread appeal around the world, and Hong Kong is a prime example. The local lottery in Hong Kong is the Mark Six, which is run by the Hong Kong Jockey Club. The biggest ever lottery win recorded in Hong Kong was on December 10 in 2013 when one lucky winner won almost HK$91 million. Punters seem not to be deterred by the high odds against winning the jackpot, which are 139,836,160 to 1, according to a report in the South China Morning Post. For the lucky winner, the prize is a life-changing amount of money for a minimal investment and the small amount of effort needed to buy a ticket.

A single lottery ticket purchase may not of itself affect the markets, but if enough investors are tempted by the possibility of big, fast wins to divert enough of their time and attention from monitoring stocks to monitoring lotteries, then they can contribute to changes in the stock performance of the firms they usually invest in.

Finding a winning combination

The researchers in this study decided to focus on three Taiwanese lotteries, which have three characteristics that relate to the subject of the study. First, Taiwan’s lotteries have already been shown to affect investor behaviour by, for example, reducing the amount of time investors spend on stock market research because they are reading about big lottery prizes, discussing lotteries with their friends, or queueing to buy tickets. As in Hong Kong, big jackpots in Taiwan occur when there is no winner or only a partial winner and the pot is carried over into subsequent draws so that the jackpot gets bigger and bigger until it is won. The system means that large jackpots are probably impossible to predict and are not likely to be linked to market factors. And finally, Taiwan’s stock market investors are made up of mainly retail investors, who the researchers believe are more likely to be attracted by big jackpots.

When investors are distracted

Their expectations turned out to be right. The results of the study showed that when they are not distracted, retail investors tend to pay more attention to market movements, which affect multiple firms, than to information that is specific to a single firm. Similarly, when investors are distracted from monitoring financial markets, they spend less time looking at stock markets overall, and of that reduced time, they will spend more time looking at shocks that affect the market rather than shocks that affect a particular firm. This change in attention has a noticeable impact on asset prices because it means that on days when there is a big jackpot on offer, more information about market shocks feeds into asset prices than on other days. In a phenomenon known as co-movement, on days when there are big jackpots firms’ stock returns turn out to be more closely aligned with market prices compared to days with no big jackpots.

For their research purposes, the researchers treat the occurrence of a big jackpot—of around US$15 million or more—as a market shock that has the power to distract investors’ attention from their normal market monitoring. They measured share turnover on big jackpot days and found that average daily share turnover is lower on large jackpot days because investors are busy elsewhere.  They also checked and compared the volume of searches on Google in Taiwan on different days and found that search activity relating to firms was lower on the days when the jackpot was big and more searches were conducted for information about lotteries. The results also supported the theory that the stocks most affected by these changes are the ones that retail investors usually buy, as these are the same kind of investors most likely to be attracted by large jackpots.

Winner takes all

Of course, for most of the investors who are distracted by lotteries, the distraction doesn’t result in a win. Very occasionally, though, distractions do pay off, perhaps especially when coupled with perseverance. On January 22 this year, excitement among punters in Hong Kong was high after the special Chinese New Year Mark 6 lottery resulted in no winner of the jackpot, meaning that the jackpot for the next draw on January 26 rose to HK$43 million. There was no winner for that one either, bringing the next jackpot on January 29 to HK$52 million.  Again, the jackpot remained unwon, and the pot rose again for the February 2 when finally one winner took home a jackpot of more than HK$63 million.

The rising tension from draw to draw may have distracted the winner from many other things, but in this case, it was surely worth the wait. For those who didn’t win, it could be that the mounting excitement and the seductive dream of becoming an instant multimillionaire was worth their time and energy. In any case, the next draw is not far away.

 

About the Research

Huang, S., Huang, Y., & Lin, T. C. (2019). Attention allocation and return co-movement: Evidence from repeated natural experiments. Journal of Financial Economics, 132(2), 369-383.

Read the original article

How Breakthrough Innovation creates start-up success in competitive markets
Beyond the Butterfly Effect: How an ancient civil exam shaped the China of today17 May 2021
Trending
Corporate Lobbying of Bureaucrats
Corporate Lobbying of Bureaucrats
Executive agencies play a pivotal role in shaping the regulatory environment by crafting rules, enforcing regulations, and overseeing government contracts—all of which can have a profound impact on businesses. For firms, this potential impact creates a clear incentive for firms to influence these agencies, particularly during the critical stages of rulemaking and enforcement. In this context, lobbying emerges as a key tool that companies use to mold the regulatory landscape to their advantage. Unlike politicians, whose decisions are often swayed by electoral cycles and campaign contributions, agency officials are not elected, serve longer terms, and are less susceptible to direct political pressures. As a result, engaging in lobbying efforts with executive agencies is both more complicated and strategically crucial for firms operating within heavily regulated industries. However, the dynamics of such lobbying remain underexplored in the literature.
3 Jan 2025
研究
春节幸福感和疫情感知风险调查:来自机器学习的洞察
春节幸福感和疫情感知风险调查:来自机器学习的洞察
Prof. Jayson Shi JIA
2023年刚结束的兔年春节内地民众过得怎样?调查显示,兔年春节期间,民众的幸福感平均值为5.47,介于“比较开心”与“开心”之间(1为最低值,7为最高值),“比较开心”以上人群占比为83.1%。
10 Feb 2023
市场学
Dr_Tse_Chun_LIN_2019
About Author
Prof. Tse-Chun LIN

Area Head of Finance

Dr_HUANG_Shiyang_2019
About Author
Prof. Shiyang HUANG

Deputy Area Head of Finance

我想了解更多学院的最新消息和活动资讯
LinkedIn WeChat Instagram Facebook Weibo Twitter YouTube

©2025 版权属香港大学经管学院所有 | 隐私政策 | 无障碍网页