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聚焦计量经济学顶刊(AER / QJE / JPE / REStud / RES)与统计顶刊(JASA、JBES)及 Econometrica 的方法论文与 AI 交叉议题(异质性处理效应、双机器学习、敏感度分析等),按季度整理方法分布与代表性条目;并对接 CrossRef 官方接口展示各刊最新上线论文,每日缓存更新。

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AER计量经济2026-07-01
Understanding High-Wage Firms: Monopoly, Monopsony, and Bargaining Power

I study how firm market power and worker bargaining power shape wages and welfare. Using French micro-data, I document patterns linking wages and firm market power that existing models cannot explain. A model in which firms produce vertically differentiated goods and share profits with workers explains those patterns. The model (i) reveals new challenges in estimating monopsony and bargaining power, proposing an alternative approach; (ii) shows that the passthrough of firm-specific shocks to wages depends on the type of shock; (iii) explains how markups shape firm wage premia; and (iv) formalizes how strengthening worker bargaining power affects wages and welfare. (JEL D22, J31, J42, J52, L12, L22)

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AER计量经济2026-07-01
Germs in the Family: The Short- and Long-Term Consequences of Intrahousehold Disease Spread

Preschool-aged children get sick frequently and spread disease to other family members. Despite the universality of this experience, there is limited causal evidence on the magnitudes and consequences of these externalities, especially for infant siblings with developing immune systems and brains. We show in Danish administrative data that during infancy, younger siblings have two to three times higher hospitalization rates for respiratory conditions than older siblings. We combine birth order and within-municipality variation in respiratory disease prevalence among young children, finding lasting differential impacts of early-life respiratory disease exposure on younger siblings' earnings, educational attainment, chronic respiratory health, and mental health-related outcomes. (JEL D13, D62, I12, J12, J13, J24, J31)

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AER计量经济2026-07-01
The Aggregate Costs of Uninsurable Business Risk

We use firm-level data to document that private businesses experience large fluctuations in their profit shares. These are due to large, fat-tailed, and transitory changes in output that are not fully accompanied by changes in their inputs. We interpret this evidence using a model of entrepreneurial dynamics. Because firms can limit their exposure to risk by operating at a smaller scale, our model predicts large macroeconomic losses from uninsurable business risk, much larger than those stemming from credit constraints. While self-financing allows entrepreneurs to quickly overcome credit constraints, even wealthy entrepreneurs remain considerably exposed to risk. (JEL D33, E02, E44, G32, L25, L26)

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AER计量经济2026-07-01
The Effect of Omitted Variables on the Sign of Regression Coefficients

We show that, depending on how the impact of omitted variables is measured, it can be substantially easier for omitted variables to flip coefficient signs than to drive them to zero. This behavior occurs with “Oster's delta” (Oster 2019a), a widely reported robustness measure. Consequently, any time this measure is large—suggesting omitted variables may be unimportant—a much smaller value reverses the sign of the parameter of interest. We propose a modified measure of robustness to address this concern. We illustrate our results in four empirical applications and two meta-analyses. We implement our methods in the companion Stata module “regsensitivity.” (JEL C18, C21, C52)

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AER计量经济2026-07-01
The Effect of High-Tech Clusters on the Productivity of Top Inventors: Comment

Moretti (2021) reports a positive elasticity between technology cluster size and patenting, and uses an event study and instrumental variables regressions to justify a causal interpretation. The event study does not use the variation generated by inventors moving across cities, and the instrument is constructed incorrectly due to a coding error. I run a corrected event study and fix the coding error, and find null effects. The reported elasticity may not be causal. (JEL J24, L60, O31, O34, R32)

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AER计量经济2026-07-01
A Theory of Price Caps on Nonrenewable Resources

What is the optimal response of a resource exporter when a price cap is imposed on its main export? This paper develops a dynamic framework incorporating stochastic prices, financial frictions, and market power to study this novel tool of statecraft. With the right design, a price cap can incentivize increased extraction, stabilizing prices in the global market. But the stabilizing effects diminish when there is leakage outside the cap. Consequently, weak enforcement of the policy worsens the trade-off faced by the sanctioning policymaker. We provide a systematic approach to setting and enforcing an optimal cap level in these circumstances. (JEL F12, F14, F51, L71, P28, P33, Q35)

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AER计量经济2026-07-01
Self-Fulfilling Fluctuations in HANK Economies

We show that in heterogeneous agent New Keynesian (HANK) economies with countercyclical risk, the natural interest rate is endogenous and co-moves with output, leaving the economy susceptible to self-fulfilling fluctuations. Unlike in representative agent New Keynesian models, the Taylor principle is not sufficient to guarantee uniqueness of equilibrium in HANK if risk is even mildly countercyclical: Multiple bounded equilibria exist, no matter how strongly monetary policy responds to changes in inflation. For an active monetary policy to eliminate self-fulfilling fluctuations, it must stabilize the endogenous natural rate fluctuations. Alternatively, a passive monetary and active fiscal regime can also eliminate equilibrium multiplicity. (JEL E12, E23, E31, E32, E43, E52, E62)

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AER计量经济2026-07-01
Front Matter
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2025 Q1 方法报告

2025年第一季度,五大顶刊共发表实证研究约45篇。DID类方法(含Staggered DID)依然占据主导地位,占比约35%。值得注意的是,机器学习方法在因果推断中的应用持续增长,DML和CATE估计在RES和AER中频繁出现。RDD的应用保持稳定,约占15%。

DID16
IV10
Staggered DID8
RDD7
Panel6
Event Study5
DML4
SCM3

历史报告

2024 Q4

2024年第四季度,DID方法继续主导实证研究领域。Staggered DID新估计量(Callaway-Sant'Anna, Sun-Abraham)的使用率较去年同期上升显著。IV方法在贸易和劳动经济学领域的应用最为活跃。

论文条目

论文期刊时间
The Long-Run Effects of Industrial Policy on Local Development
Juhász et al.
DOI →
AER2025 Q1
Regression Discontinuity Designs in Education Policy Evaluation
Angrist et al.
DOI →
JPE2025 Q1
Immigration and Spatial Equilibrium: The Role of Infrastructure
Tsivanidis et al.
DOI →
QJE2025 Q1
Double Machine Learning for Treatment Effect Heterogeneity
Chernozhukov et al.
DOI →
RES2025 Q1
Synthetic Control Methods for Policy Evaluation in Developing Countries
Abadie et al.
DOI →
REStud2025 Q1
Minimum Wage and Employment: New Evidence from Stacked DID
Cengiz et al.
DOI →
AER2024 Q4