学术论文
研究焦点
全球学者
知识转移
明德商论
龙虎山下
媒体报导
Dirty Air and Green Investments: The Impact of Pollution Information on Portfolio Allocations
Dirty Air and Green Investments: The Impact of Pollution Information on Portfolio Allocations
We study whether access to local pollution information causes investors to make greener portfolio allocations, exploiting the rollout of air quality monitoring stations in India. Using a triple-differences framework on the trading records of 19 million investors, we show that retail investors’ holdings in “brown” stocks become more negatively related to local pollution after a nearby station appears. This effect is more pronounced on “alert” dates when air quality is reported to be harmful. The effect is strongest among tech-savvy investors likely “treated” by real-time pollution data, and younger investors, who may be more sensitive to environmental concerns.

A Model of China’s Economic Vertical Structure
A Model of China’s Economic Vertical Structure
We document a prominent yet underappreciated feature of the post-2000 Chinese economy: a vertical structure in which key upstream industries are dominated by state-owned enterprises (SOEs), while downstream industries are largely open to private competition. We develop a general-equilibrium model to analyze how this vertical structure—interacting with industrialization, globalization, and labor abundance—has shaped the Chinese economy. The framework offers new insights into SOE profitability, structural change, resource misallocation, and economic reform. First, upstream SOEs become more profitable as downstream private firms raise their productivity and face greater external demand during industrialization and globalization, helping explain the unprecedented prosperity of SOEs between 2002 and 2007. Second, reducing upstream market power would facilitate labor reallocation from agriculture to non-agricultural sectors, raising GDP and aggregate welfare. Third, preferential credit subsidies to SOEs can improve welfare by alleviating upstream under-supply; consequently, removing these subsidies without dismantling SOE monopoly power could reduce welfare. Quantitative analyses using firm-level data support the theoretical findings. We further show that this vertical structure can arise endogenously as an equilibrium outcome.

Buyer-Optimal Platform Design
Buyer-Optimal Platform Design
A platform matches a unit mass of sellers, each owning a single product of heterogeneous quality, to a unit mass of buyers with differing valuations for unit-quality. After matching, sellers make take-it-or-leave-it price-offers to buyers. Initially, valuations of buyers are only known to them and the platform, but sellers make inferences from the matching algorithm. The efficient matching is positive assortative, but buyer-optimal matchings are stochastically negative assortative when there are few low-value buyers (i.e., compared to lower-quality sellers, high-quality ones are matched to buyers with lower expected valuation). Although everyone trades, generating rents for the side lacking bargaining power results in inefficient matching.

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.
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
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%。
How to Recover from Work Stress, According to Science
How to Recover from Work Stress, According to Science
To combat stress and burnout, employers are increasingly offering benefits like virtual mental health support, spontaneous days or even weeks off, meeting-free days, and flexible work scheduling. Despite these efforts and the increasing number of employees buying into the importance of wellness, the effort is lost if you don’t actually recover. So, if you feel like you’re burning out, what works when it comes to recovering from stress? The authors discuss the “recovery paradox” — that when our bodies and minds need to recover and reset the most, we’re the least likely and able to do something about it — and present five research-backed strategies for recovering from stress at work.

研究企业之间的协调行为 – 郝宇博士
研究企业之间的协调行为 – 郝宇博士
计算机编程听起来好像和经济风马牛不相及,但拥有出色的编程技术,不但能帮助个人进行经济学学术研究,更能助你在商界捉紧更多就业机会。

构想虚拟货币的未来 – 游杨博士
构想虚拟货币的未来 – 游杨博士
作为教师,在鼓励同学努力学习之余,我亦会主动了解本地市场运作以及邀请雇主来到课堂分享业界经验。

从量子物理学到计量市场学—党矗博士
从量子物理学到计量市场学—党矗博士
理科出身的我,非常欣赏同学们的商业触觉。作为他们的师长,在教导他们使用数理工具作出科学判断的同时,我亦希望能够鼓励他们爱上学习,保持对未知事物的好奇心,应用课堂所学到的知识为社会做出贡献。

由中企共同主演的全球化时代经已来临
由中企共同主演的全球化时代经已来临
过去逾半个世纪的全球商业史,有两个令人印象深刻的景象。 一是通用汽车、可口可乐、麦当劳、星巴克、耐克、苹果、特斯拉等美企席卷全球; 二是丰田、索尼、迅销等日企在海外市场攻城掠地。 如今,比亚迪、宁德时代、字节跳动 (TikTok)、拼多多(Temu) 等中企,正掀起新一轮全球化浪潮。
龙虾经济的崛起
龙虾经济的崛起
科技界于这数月有很多关于OpenClaw (俗称龙虾)不足之处的讨论,例如不按常理出牌、数据意外丢失、运算成本飙升,以及可能成为黑客攻击的渠道等。
跨国投资:重塑中美再平衡的现实挑战与可行方向
跨国投资:重塑中美再平衡的现实挑战与可行方向
持续多年的中美贸易战并未改变两国失衡的宏观结构。2018年以来,美国不断加征关税,2025年进一步升级,但美国对中国的货物逆差并未消失,2024年仍达2955亿美元,2025年接近2021亿美元。与此同时,2025年美国对全球的贸易逆差增至1.23万亿美元,中国货物贸易顺差突破1万亿美元,均创历史新高。
SpaceX IPO:故事与数字的星空角力
SpaceX IPO:故事与数字的星空角力
在梦想与现实的对垒之中,故事让人憧憬未来,数字则助人认清现况;投资者兼听则明,偏信则暗。今次史诗级招股最实用的一课,未必是应否追捧,而是学会分清故事与数字;作出决定前,不妨先问自己愿意为想像力付出多少溢价,再按能够承受的波幅去调整注码。毕竟在资产配置的世界里,再壮丽的星辰大海,也只应是组合里的一部分,而非整体。
中外双向投资变局    香港增值作用提升
中外双向投资变局    香港增值作用提升
近年中外双向投资格局经历显著变化,香港桥梁角色的内涵也随之延伸。若要分析其中演变与发展机遇,必须检视中国实际使用外资 (realized foreign direct investment,以下简称FDI) 和对外直接投资 (outward foreign direct investment ; 简称ODI) 的数据趋势。
AI颠覆职场秩序   人力资本亟待重构
AI颠覆职场秩序   人力资本亟待重构
渣打集团上月中宣布计划于2030年前削减逾15%的后勤及支援职位,受影响人数接近8,000。在投资者简报会上,行政总裁温拓思(Bill Winters)表示,银行策略“并非单纯削减成本”,而是在特定情况下,以金融资本与投资资本取代“低价值人力资本”。
AI 的能力很强,但它读不懂“言外之意”
AI 的能力很强,但它读不懂“言外之意”
在 AI 时代,每个人都应逐渐变成定义标准的人。在把任务交给 AI 之前,有几个问题值得提前想清楚:AI 的角色是什么?它应该从哪几个角度考虑这个问题?这个任务的成功标准是什么?有没有 AI 可以学习的案例?有哪些是必须避免的错误? 这几个问题看似简单,但能回答好,本身就是一种稀缺的管理能力。
惜食经济 改革库存管理创价值
惜食经济 改革库存管理创价值
2024年,我在港大教授一门关于跨国企业动态的硕士课程。课程毕业项目中,有一个学生小组研究丹麦公司Too Good To Go,它用简单却有力量的方式,把餐饮商户当天没售出、但品质仍完好的食物,通过平台(应用程式)重新连接给消费者。

由中企共同主演的全球化时代经已来临
由中企共同主演的全球化时代经已来临
过去逾半个世纪的全球商业史,有两个令人印象深刻的景象。 一是通用汽车、可口可乐、麦当劳、星巴克、耐克、苹果、特斯拉等美企席卷全球; 二是丰田、索尼、迅销等日企在海外市场攻城掠地。 如今,比亚迪、宁德时代、字节跳动 (TikTok)、拼多多(Temu) 等中企,正掀起新一轮全球化浪潮。