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Subways, Information Flow, and Stock Price Crash Risk: Evidence from China

https://doi.org/10.2139/ssrn.6297429
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Outgoing claims: the papers this work cites, builds on, or argues with.

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A Local Projections Approach to Difference‐in‐Differences
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Transportation networks and competition in the market for corporate control
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Do subways improve labor market outcomes for low-skilled workers?
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No news is bad news: local news intensity and firms’ information environments
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Clan culture and risk-taking of Chinese enterprises
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Next stop innovation: Subway stations opening and spatial agglomeration of high-tech enterprises
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The effect of subways on firm-level productivity
inferredcites →https://doi.org/10.1016/j.jce.2019.08.008openalex-snapshot
Clans, entrepreneurship, and development of the private sector in China
inferredcites →https://doi.org/10.1016/j.jce.2022.09.006openalex-snapshot
Informal Institution Meets Child Development: Clan Culture and Child Labor in China
inferredcites →https://doi.org/10.1016/j.jce.2024.01.003openalex-snapshot
Hedging desperation: How kinship networks reduced cannibalism in historical China
inferredcites →https://doi.org/10.1016/j.jcorpfin.2017.03.002openalex-snapshot
A pecking order of shareholder structure
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The impact of top executive gender on asset prices: Evidence from stock price crash risk
inferredcites →https://doi.org/10.1016/j.jcorpfin.2020.101830openalex-snapshot
Need for speed: High-speed rail and firm performance
inferredcites →https://doi.org/10.1016/j.jcorpfin.2020.101870openalex-snapshot
Financial Distress Risk and Stock Price Crashes
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CEO Early-Life Disaster Experience and Stock Price Crash Risk
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Geographic proximity and trade credit: Evidence from a quasi-natural experiment
inferredcites →https://doi.org/10.1016/j.jeconom.2020.09.006openalex-snapshot
Estimating dynamic treatment effects in event studies with heterogeneous treatment effects
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Design-based Analysis in Difference-In-Differences Settings with Staggered Adoption
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Difference-in-Differences with multiple time periods
inferredcites →https://doi.org/10.1016/j.jeconom.2021.03.014openalex-snapshot
Difference-in-differences with variation in treatment timing
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Two-way fixed effects and differences-in-differences estimators with several treatments
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R2 around the world: New theory and new tests☆
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Does religion matter in corporate decision making in America?
inferredcites →https://doi.org/10.1016/j.jfineco.2008.10.003openalex-snapshot
Opaque financial reports, R2, and crash risk☆
inferredcites →https://doi.org/10.1016/j.jfineco.2010.08.016openalex-snapshot
Simple formulas for standard errors that cluster by both firm and time
inferredcites →https://doi.org/10.1016/j.jfineco.2011.03.013openalex-snapshot
CFOs versus CEOs: Equity incentives and crashes
inferredcites →https://doi.org/10.1016/j.jfineco.2011.07.001openalex-snapshot
Religious beliefs, gambling attitudes, and financial market outcomes
inferredcites →https://doi.org/10.1016/j.jfineco.2021.03.003openalex-snapshot
Internet searching and stock price crash risk: Evidence from a quasi-natural experiment
inferredcites →https://doi.org/10.1016/j.jfineco.2021.06.025openalex-snapshot
On the fast track: Information acquisition costs and information production
inferredcites →https://doi.org/10.1016/j.jfineco.2021.08.015openalex-snapshot
When the Local Newspaper Leaves Town: The Effects of Local Newspaper Closures on Corporate Misconduct
inferredcites →https://doi.org/10.1016/j.jfineco.2021.08.017openalex-snapshot
Machine learning in the Chinese stock market
inferredcites →https://doi.org/10.1016/j.jfineco.2022.01.004openalex-snapshot
How much should we trust staggered difference-in-differences estimates?
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Implicit Guarantees and the Rise of Shadow Banking: The Case of Trust Products
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Defunding controversial industries: Can targeted credit rationing choke firms?
inferredcites →https://doi.org/10.1016/j.jpubeco.2025.105522openalex-snapshot
Mortgages, Subways and Automobiles
inferredcites →https://doi.org/10.1016/j.jue.2023.103629openalex-snapshot
Collaboration and connectivity: Historical evidence from patent records
inferredcites →https://doi.org/10.1016/j.worlddev.2024.106917openalex-snapshot
Subway and entrepreneurship
inferredcites →https://doi.org/10.1017/s0022109015000046openalex-snapshot
Religion and Stock Price Crash Risk
inferredcites →https://doi.org/10.1017/s0022109019000565openalex-snapshot
The Causal Effects of Proximity on Investment: Evidence from Flight Introductions
inferredcites →https://doi.org/10.1017/s002210902200045xopenalex-snapshot
The Geography of Information Acquisition
inferredcites →https://doi.org/10.1017/s002210902300008xopenalex-snapshot
Withholding Bad News in the Face of Credit Default Swap Trading: Evidence from Stock Price Crash Risk
inferredcites →https://doi.org/10.1017/s0022109023000868openalex-snapshot
TAXI! Do Mutual Funds Pursue and Exploit Information on Local Companies?
inferredcites →https://doi.org/10.1017/s0022109025101658openalex-snapshot
Measuring the Economic Value of an Innovation When Some Investors Are Inattentive
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Corporate ownership, equity risk and returns in the People's Republic of China
inferredcites →https://doi.org/10.1057/s41267-024-00697-4openalex-snapshot
Globalization and stock price crash risk: evidence from the US granting permanent normal trade relations to China
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The Geography of Investment: Informed Trading and Asset Prices
inferredcites →https://doi.org/10.1086/732484openalex-snapshot
Freedom of Expression and Stock Price Crash Risk: Evidence from a Natural Experiment
inferredcites →https://doi.org/10.1093/ej/ueab082openalex-snapshot
Banking on the Confucian Clan: Why China Developed Financial Markets so Late
inferredcites →https://doi.org/10.1093/qje/qjs073openalex-snapshot
Proximity and Investment: Evidence from Plant-Level Data
inferredcites →https://doi.org/10.1093/qje/qjz014openalex-snapshot
The Effect of Minimum Wages on Low-Wage Jobs*
inferredcites →https://doi.org/10.1093/rcfs/cfy009openalex-snapshot
Information: Hard and Soft
inferredcites →https://doi.org/10.1093/restud/rdae007openalex-snapshot
Revisiting Event-Study Designs: Robust and Efficient Estimation
inferredcites →https://doi.org/10.1093/rfs/hhaa036openalex-snapshot
Communication within Banking Organizations and Small Business Lending
inferredcites →https://doi.org/10.1093/rfs/hhac070openalex-snapshot
Disloyal Managers and Shareholders’ Wealth
inferredcites →https://doi.org/10.1093/rfs/hhae012openalex-snapshot
Fractional Trading
inferredcites →https://doi.org/10.1093/rfs/hhn053openalex-snapshot
Estimating Standard Errors in Finance Panel Data Sets: Comparing Approaches
inferredcites →https://doi.org/10.1093/rof/rfw056openalex-snapshot
CEO Age and Stock Price Crash Risk
inferredcites →https://doi.org/10.1111/1475-679x.12077openalex-snapshot
Mobile Communication and Local Information Flow: Evidence from Distracted Driving Laws
inferredcites →https://doi.org/10.1111/1475-679x.12470openalex-snapshot
Standard Error Biases When Using Generated Regressors in Accounting Research
inferredcites →https://doi.org/10.1111/1475-679x.12517openalex-snapshot
Cultural Origin and Minority Shareholder Expropriation: Historical Evidence
inferredcites →https://doi.org/10.1111/1911-3846.12217openalex-snapshot
CEO Overconfidence and Stock Price Crash Risk
inferredcites →https://doi.org/10.1111/1911-3846.12631openalex-snapshot
Erratum
inferredcites →https://doi.org/10.1111/1911-3846.12647openalex-snapshot
The Importance of Director External Social Networks to Stock Price Crash Risk*
inferredcites →https://doi.org/10.1111/1911-3846.12777openalex-snapshot
Do Firm-Specific Stock Price Crashes Lead to a Stimulation or Distortion of Market Information Efficiency?
inferredcites →https://doi.org/10.1111/1911-3846.12915openalex-snapshot
Common institutional ownership and stock price crash risk
inferredcites →https://doi.org/10.1111/1911-3846.12935openalex-snapshot
Local information advantage and stock returns: Evidence from social media
inferredcites →https://doi.org/10.1111/ajps.12818openalex-snapshot
Placebo Tests for Causal Inference
inferredcites →https://doi.org/10.1111/cwe.12428openalex-snapshot
Subways and the Diffusion of Knowledge: Evidence from China
inferredcites →https://doi.org/10.1111/jofi.12370openalex-snapshot
The Impact of Venture Capital Monitoring
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Less Mainstream Credit, More Payday Borrowing? Evidence from Debt Collection Restrictions
inferredcites →https://doi.org/10.1111/jofi.13250openalex-snapshot
Reusing Natural Experiments
inferredcites →https://doi.org/10.1111/jofi.13401openalex-snapshot
Does Floor Trading Matter?
inferredcites →https://doi.org/10.1162/rest_a_01138openalex-snapshot
How Does Improvement in Commuting Affect Employees? Evidence from a Natural Experiment
inferredcites →https://doi.org/10.1162/rest_a_01279openalex-snapshot
Subway, Collaborative Matching, and Innovation
inferredcites →https://doi.org/10.1257/aer.20181169openalex-snapshot
Two-Way Fixed Effects Estimators with Heterogeneous Treatment Effects
inferredcites →https://doi.org/10.1287/mnsc.1120.1525openalex-snapshot
Local Religious Beliefs and Mutual Fund Risk-Taking Behaviors
inferredcites →https://doi.org/10.1287/mnsc.2019.3381openalex-snapshot
How Do Travel Costs Shape Collaboration?
inferredcites →https://doi.org/10.1287/mnsc.2019.3452openalex-snapshot
Investment in a Smaller World: The Implications of Air Travel for Investors and Firms
inferredcites →https://doi.org/10.1287/mnsc.2019.3460openalex-snapshot
Asymmetric Attention and Stock Returns
inferredcites →https://doi.org/10.1287/mnsc.2021.01717openalex-snapshot
Proximity and Knowledge Spillovers: Evidence from the Introduction of New Airline Routes
inferredcites →https://doi.org/10.1287/mnsc.2021.4197openalex-snapshot
Brand Capital and Stock Price Crash Risk
inferredcites →https://doi.org/10.1287/mnsc.2022.02174openalex-snapshot
Measuring Investor Attention Using Google Search
inferredcites →https://doi.org/10.2308/accr-10206openalex-snapshot
The Impact of Religion on Financial Reporting Irregularities
inferredcites →https://doi.org/10.2308/accr-50859openalex-snapshot
Does Mandatory IFRS Adoption Affect Crash Risk?
inferredcites →https://doi.org/10.2308/accr-51867openalex-snapshot
China's Closed Pyramidal Managerial Labor Market and the Stock Price Crash Risk
inferredcites →https://doi.org/10.2308/accr-52280openalex-snapshot
Analyst Coverage and Expected Crash Risk: Evidence from Exogenous Changes in Analyst Coverage
inferredcites →https://doi.org/10.2308/tar-2018-0375openalex-snapshot
The Importance of IRS Enforcement to Stock Price Crash Risk: The Role of CEO Power and Incentives
inferredcites →https://doi.org/10.2308/tar-2019-0154openalex-snapshot
Bond Market Transparency and Stock Price Crash Risk: Evidence from a Natural Experiment
inferredcites →https://doi.org/10.2308/tar-2022-0492openalex-snapshot
To Talk or Not to Talk: When Analysts with Social Ties to Firm Managers Acquire Bad News
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