About

I am a first-year PhD student in the Department of Urban Studies and Planning at MIT and a member of the Sustainable Urbanization Lab. I am also affiliated with the MIT Center for Real Estate.

Advised by Professor Siqi Zheng.

I work on urban and environmental economics, development economics, and health economics. My current research studies how people and firms in China adapt to weather, pollution, and climate shocks, and how these shocks shape health.

Methodologically, I primarily use large, unique datasets for causal inference, complemented by randomized controlled trials and structural modeling. I also explore machine learning and artificial intelligence for measurement and decision support.

Before MIT, I received an MA in Social Policy from Renmin University of China and a BA in Financial Management from the University of Chinese Academy of Social Sciences. I was also an exchange student in Economics and Data Science at UC San Diego.

If you are interested in any aspect of my work, I would love to chat and collaborate. Feel free to reach me at zlcong@mit.edu.

News

  • Feb 2027Will present at the AAG 2027 Annual Meeting in New York.
  • Sep 2026Awarded the MIT Presidential Fellowship.

Research

Publications

Solving Coordination Failures: Collective Land Transfer Rights and Rural Entrepreneurship

Lin, X., Hui, E. C., Cong, Z., and Shen, J. · Journal of Development Economics, 2026

  • Development

This study explores whether strengthening communal land rights can address coordination failures caused by fragmented land tenure. Based on China's ambitious land reform that permits rural collectives to directly sell or rent their construction land to enterprises, we discover that collective land transfer rights boost rural entrepreneurship by 25%. This positive firm growth is entirely concentrated in regions where collective coordination is simpler to achieve (i.e., less rugged areas and regions with denser clan networks). We identify two specific pathways behind the entrepreneurial growth: lower land use costs for firms and increased land wealth for local residents. The reform also facilitates expansion into non-farm wage employment, mainly due to more active participation in the labor market rather than via a decline in the agricultural sector. Our findings emphasize the importance of communal rights and collective negotiation in reducing coordination costs and offer new insights into promoting rural development in developing countries.

The Path to Regional Coordinated Development: The Power of Administrative Division Adjustment

Yuan, C., Zhu, T., Ding, Y., Cong, Z.*, and Li, Z. · Cities, 2026

  • Urban

State-led administrative consolidations, such as China's City-County Consolidation (CCT), are a critical instrument for addressing uncoordinated regional development. Yet, whether they achieve or exacerbate spatial inequity remains highly contested. This study provides new evidence to resolve this debate. Employing a multi-period difference-in-differences approach with granular township-level nighttime light data, we conduct a multi-scalar assessment of CCT's impact on economic inequality. Our findings reveal that CCT reduces economic inequality at both the prefectural and inter-county levels, while its effects at the intra-county level are more complex. This outcome is driven by key mechanisms, including fiscal consolidation, market integration, industrial upgrading, and enhanced transportation. However, the success of CCT is not unconditional: its inequality-reducing effects are significantly stronger in regions with less pressure for short-term economic growth and higher levels of initial development. Our findings demonstrate that the integration benefits of CCT can outweigh polarization risks, but only at specific scales and within particular institutional contexts, thus providing crucial policy lessons for state-led spatial governance.

Does Internet Use Enhance the Cognitive Abilities of Middle-Aged and Older Adults? Dual Evidence from Regression Analysis and Generalized Random Forests

Tang, J., Shao, B., Zang, X., and Cong, Z.* · Ageing & Society, 2026

  • Health

Rapid population ageing and the digitalization of daily life have created a dual challenge: ensuring cognitive health while preventing digital exclusion among older adults. While the ‘use it or lose it’ hypothesis suggests that environmental stimulation protects against cognitive decline, international evidence regarding the causal impact of internet use on cognition remains mixed, particularly in developing contexts where digital adoption is uneven. This study addresses this gap by investigating the causal impact of internet use on cognitive abilities among middle-aged and older adults in China, while also exploring the heterogeneity of effects and potential underlying mechanisms. Utilizing three waves of panel data from the China Health and Retirement Longitudinal Study (CHARLS) with 40,438 observations, we employ instrumental variable (IV) estimation to address endogeneity and generalized random forests (GRFs) to estimate heterogeneous treatment effects. The results demonstrate that internet use significantly enhances cognitive abilities, with the IV estimates confirming a strong causal link. Notably, the GRF analysis reveals that these cognitive benefits are larger for rural residents, individuals with lower education levels and those who adopt the internet in middle age. Mechanism analyses indicate that these benefits are primarily driven by increased social interaction and reduced stress levels rather than changes in health behaviours. We conclude that digital inclusion serves as a critical non-medical intervention for healthy ageing, particularly in developing countries where it can help bridge cognitive disparities caused by socio-economic inequalities.

Evaluating the Impact of Resource-Exhausted Cities’ Supporting Policies: Insights from Population Settlement

Cong, Z., Cao, X., and Yuan, C. · Population, Space and Place, 2025

  • Urban

Resource-exhausted cities grapple with an amalgam of challenges such as economic decline, substantial unemployment, and pressing environmental crises, posing a global conundrum. Population settlement is a cardinal driver of economic growth; hence, strategies to retain inhabitants are quintessential for the transformative growth of these cities. Leveraging a panel data set spanning 2003–2019 of Chinese county-level jurisdictions, this study employs the staggered difference-in-differences (DID) model to discern the implications and underlying mechanisms of the resource-exhausted cities' supporting policies (RECSP) on employment rates and population inflows. The findings indicate that the RECSP improves regional employment rates and population inflows, with enhanced environmental quality, refinement of public services, manufacturing shifts, and industrial upgrades being the primary mechanisms. Notably, the effects of RECSP on population settlement are more pronounced in regions with centralized heating and in the Northeast. Furthermore, mining cities witnessed a more substantial surge in employment rate, while forestry-based cities registered a marked population inflow. The results underscore the imperativeness of amplifying support to resource-exhausted cities, advocating for urban industrial metamorphosis, enticing population inflows, enhancing employment rates, and thereby catalyzing diversified and sustainable economic evolution.

Publications in Chinese

* Corresponding author

Working Papers

Information Intervention and Climate Adaptation: The Role of Weather Forecasts in Reducing Medical Costs in China

with Qingfeng Liu and Chenxu Ni

Presented at the 1039th Workshop on Ecology, Environment, and Climate Change Economics, School of Economics, Peking University

  • Environmental
  • Health

Heating and Health: The Warmth–Pollution Trade-off, Its Composition, and the Role of Technology

with Qingfeng Liu, Chenxu Ni, Tao Tao, and Siqi Zheng

Presented at the 50th Camphor Economics Beijing Seminar

  • Environmental
  • Health

Miles to Illness: The Effects of Job-Housing Distance and Commuting-Related Pollution on Health

with Xin Lin, Chenxu Ni, and Zhuoran Zhang

  • Urban
  • Environmental
  • Health

Adjusting to the Storm: Production Dynamics around Typhoons

with Chen Xi and Yu Zhang

  • Environmental

Who Becomes a Doctor, and Who Trusts One? Adolescent Exposure to Community Health Workers and the Making of the Medical Profession

with Yuxuan Li, Chenxu Ni, and Xiaosen Zang

  • Development
  • Health

Beneath the Greenhouse Dome: Extreme Heat and Health Costs in China

with Jin Hu, Chen You, Heer Wang, Chenxu Ni, and Kaiya Wu

Equal contribution

  • Environmental
  • Health

Extreme Rainfall, Forecast Bias, and Medical Expenses

with Jin Hu, Minmin Huang, Chenxu Ni, and Chen You

  • Environmental
  • Health

The Changing Nature of Income Risk: Persistence, Insurance and Poverty in Rural China, 1986–2015

with Chenxu Ni and Chen Xi

  • Development

Disease Prevention, Births, and Population Growth: Evidence from China’s County Disease-Control Stations

with Chenxu Ni and Chen Xi

  • Health
  • Development

Depopulation or Concentration? Conservation Zoning and Settlement Change in China’s Key Ecological Function Zones

with Chenxu Ni and Tao Tao

  • Environmental
  • Urban

Feeding the Cities, Schooling the Countryside: Wholesale Markets and Rural Human Capital in China

with Xin Lin and Chenxu Ni

  • Development

Climate Change Is Shifting Crop Losses beyond the Reach of Early Warnings

with Chenxu Ni and Chen Xi

  • Environmental
  • Development

What Do Claims-Based Health Gradients Measure? Detection, Life Stage, and Pre-Labor-Market Skills

with Chenxu Ni, Xinzheng Shi, and Chen Xi

  • Health

Accurate Teacher Forecasts Underestimate the Educational Advantage of Children from Educated Families

with Tao Tao

  • Development

Honest Empirical Bayes: Shrinkage and Inference for Many Biased Estimates

with Chenxu Ni

Hotter Summers Abroad Draw Cooling Goods Mainly from China

with

  • Environmental

Occupational Heat Illness and Dangerous Heat Often Fall below China’s Legal Heat Trigger

with

  • Environmental
  • Health

Invasive Crop Pests Trigger Invention Mainly Where Research Capacity Exists

with

  • Environmental
  • Innovation

Counted but Not Kept: Applicant Heterogeneity in the Renewal of China’s Green Inventions

with Chenxu Ni and Yichuan Zhang

  • Environmental
  • Innovation

Work in Progress

Wind Farms Do Not Do What Factories Do: The Missing Local Dividend of China’s Wind Build-out

with Chen Xi

  • Environmental
  • Development

Low-Achieving Classmates and Delayed College Entry: Evidence from Random Class Assignment in China

with Peikang Zhang

  • Development

The Health Value of Green and Blue Infrastructure

with Zhiren Hu

  • Environmental
  • Health
  • Urban

Heatwaves

with Yazhen Gong, Qingfeng Liu, and Chenxu Ni

  • Environmental
  • Health

Ramadan

with Qingfeng Liu, Chenxu Ni, and Qiong Zhang

  • Development

Medical Dispute

with Yapeng Fu and Chenxu Ni

  • Health

Research Experience

  • Research Assistant to Ruixue Jia, UC San Diego

    • Fine-tuned BERT-based classifiers, open-source large language models, and OpenAI models to improve the accuracy and reliability of text-based measurement.
    • Used GPT-4o through the OpenAI API to convert text into quantitative indicators of consumer preferences and behavior, and automated the text-analysis workflows.
    • Built datasets with tens of millions of observations using custom web-scraping tools.
    • Projects include “Moral Regulation and Cultural Production: Evidence from Hollywood” (NBER Working Paper 34539).
    2024–2026

Referee Service

Nature Communications · Journal of Regional Science · Cities · Humanities and Social Sciences Communications

Honors

  • MIT Presidential Fellowship2026
  • National Scholarship for Graduate Students (Top 0.2%)2024–2025
  • Academic First Class Scholarship2024–2025
  • Outstanding Graduate of Beijing2024
  • Scholarship to Visit Top Universities in the World, UCASS2023–2024
  • Comprehensive Scholarship (×2) and Academic Distinction Scholarship, UCASS2020–2024
  • Humanities and Social Sciences Young Talents Program, UCASS (funded twice; rated Excellent)2020–2024
  • College Students’ Innovative Training Program2022–2023
  • Special Award, Academic Works Competition for Chinese College Students2022–2023
  • National Scholarship for Undergraduates (Top 0.2%)2021–2022
  • Named to People’s Daily list of National Scholarship representatives (Top 0.17%)2021–2022
  • First Prize, Chinese Mathematics Competitions for College Students (18th of 17,353; Top 0.1%)2021