Conceptual and Empirical Understanding of the Dynamics of Skill Formation
James J. Heckman, Haihan Tian, Zijian Zhang, Jin Zhou, Jul 31,
2026
An analysis of high-frequency data from a large early childhood intervention in China documents the existence of dynamic complementarity and the emergence of new skills over the life-cycle. Dynamic complementarity is a central concept in human development. It characterizes how early learning experiences affect subsequent learning and achievement. Dynamic complementarity and its components do not operate uniformly across ages, skill levels, or ability groups. New skills emerge over the life-cycle explaining fadeout when a measuring instrument is used that does not recognize the emergence of new skills.
Why Lifting Birth Quotas Cannot Reverse Fertility Decline: Evidence from China's Universal Two-Child Policy
Hanming Fang, Chang Liu, Jul 29,
2026
Drawing on nationally representative data from the 2017 China Fertility Survey and exploiting the eligibility variation created by China's Universal Two-Child (UTC) policy adopted in January 2016, we find that the policy increased births by only 0.023 per eligible woman in 2016–2017, driven almost exclusively by women who desired two or more children. County-level evidence from the 2020 population census data further shows that fertility in 2016–2020 rose primarily in places with higher average desired fertility, indicating that post-One Child Policy (OCP) China’s low fertility reflects declining demand for children rather than remaining policy constraints.
From Free Rider to Innovator: How China Became a Global Pharmaceutical Powerhouse
Panle Jia Barwick, Hongyuan Xia, Tianli Xia, Jul 22,
2026
China has become a serious contender at the frontier of pharmaceutical innovation. A key policy change was the 2016 National Reimbursement Drug List, whereby the government negotiated steep price cuts in exchange for guaranteed coverage and near-universal patient access. This column shows that the reform generated both static gains from expanding patient access to existing innovative drugs, and dynamic gains from stimulating the development of the next generation of therapies. The reform policy offers rare evidence that a well-designed insurance policy can help reconcile the tension between affordability and innovation incentives.
Do Industrial Policies Improve Efficiency? Evidence From China's Credit Policies
Kaiji Chen, Yuxuan Huang, Xuewen Liu, Zhikun Lu, Yong Wang, Jul 14,
2026
Are industrial policies distorting the economy, or correcting underlying distortions? Using Chinese firm-level data and a quantitative model, this article shows that preferential credit is directed toward high-markup (high-return) sectors, reallocating resources toward underfunded activities. While such policies weaken firm selection, they improve aggregate efficiency: removing them would nearly double productivity losses. The results suggest that, in a second-best environment, well-targeted industrial policies can enhance rather than reduce overall efficiency.
When Cash Unlocks Mobility: China’s Shantytown Renovation Program and the Housing Markets
Zhiguo He, Zehao Liu, Xinle Pang, Yang Su, Kunru Zou, Jul 08,
2026
The household finance literature typically ignores household migration decisions and how such decisions interact with financial conditions. We find that a relaxation of borrowing constraints can facilitate household migration to higher-tier cities where borrowing constraints are more binding than in cities of origin. Such endogenous location upgrading amplifies the increase in household housing expenditures following the relaxation of borrowing constraints, as well as intercity home price disparities.
From Heat to High-Tech: How Innovation Responds to Climate Change
Xianling Long, Zhiqiang Wang, Jul 01,
2026
Climate change is driving firms to innovate—not just where heat strikes, but through shifting demand across the economy. Evidence from China shows that rising temperatures stimulate both adaptation and mitigation technologies. As households, firms, and governments respond to climate risks, new market signals travel through product markets and supply chains, encouraging higher-quality climate-related innovation across sectors.
When Forward-Looking Accounting Meets an Unexpected Crisis: Does the Expected Credit Loss Model Amplify Economic Downturns?
Chen Chen, Difang Huang, Jun 24,
2026
This article examines whether the expected credit loss (ECL) model, introduced to make bank provisioning more forward-looking, can inadvertently amplify downturns when a crisis arrives without warning. Using China’s staggered ECL adoption and granular loan-level data from the COVID-19 period, we show that ECL banks cut lending more sharply, raised spreads, and became more selective than incurred credit loss banks serving the same borrowers, with persistent consequences for firms.
AI Patents in the United States and China: Measurement, Organization, and Knowledge Flows
Hanming Fang, Xian Gu, Hanyin Yan, Wu Zhu, Jun 16,
2026
ebates about artificial intelligence (AI) often ask whether the United States and China are technologically decoupling. Using a new high-precision measure of AI patents, we show a more nuanced picture. AI innovation in the two countries is converging in scale and technological direction, but remains highly asymmetric in institutional organization, geographic diffusion, and cross-border knowledge dependence. Chinese AI patents rely heavily on US frontier technologies, while US reliance on Chinese innovation is more limited.
Geographic Imbalances in Access to Credit: The Roles of Branch Networks, Synergies, and Market Power
Victor Aguirregabiria, Robert Clark, Hui Wang, Jun 10,
2026
Concerns about unequal access to credit across regions have become central to policy debates in many economies. Financial integration does not necessarily guarantee that funds flow to areas where credit demand is highest. Instead, geographic frictions, local market power, and institutional constraints may generate persistent “credit deserts”—regions with limited access to external finance despite substantial demand for credit.
Equity Financing and Exports: Evidence from IPO Approvals in China
Robin Kaiji Gong, Yao Amber Li, Stephen Teng Sun, Shang-Jin Wei, Jun 03,
2026
Access to public equity through IPOs enables Chinese exporters to expand into more foreign markets by financing the intangible investments and risk taking that bank credit alone cannot support, suggesting that well-functioning equity markets are a critical but overlooked ingredient for export-led growth in developing countries.