Clay weekly context brief for the Economics category (ISO week 2026-W37). Clay tracks publications from the Economics feed list. Below are recent items from this category, each with its source and a short description of what the publication covers when one is available in the source feed. Recent publications: 1. Natural Disasters and the Nonprofit Sector Source: econ.EM (Econometrics) Link: https://arxiv.org/abs/2609.04136 When natural disasters strike, individuals, communities, and even entire countries can suffer. 2. How firms export: product assignment, export platforms, and hybrid firms Source: econ.GN (General Economics) Link: https://arxiv.org/abs/2606.18684 Firms differ in manufacturing and foreign commercialization capabilities. 3. Proof of Steady-State Multiplicity in Aiyagari Source: econ.TH (Theoretical Economics) Link: https://arxiv.org/abs/2609.03730 I provide the first analytic construction of a canonical Aiyagari economy exhibiting at least three steady states. 4. Breakdown Reliability for Saturated Fixed-Effect Inference Source: econ.EM (Econometrics) Link: https://arxiv.org/abs/2608.06053 Fixed-effect saturation does not itself distort conventional inference, but classical measurement error does. 5. Structured Payment in Pawnshop Borrowing: Mandates vs. Choice Source: econ.GN (General Economics) Link: https://arxiv.org/abs/2608.13775 Pawn loans offer borrowers a substantial degree of repayment flexibility in exchange for a harsh penalty in case of default: forfeit of collateral worth more than the loan amount along with any payments made toward recovery. 6. Tournaments with Managerial Discretion Source: econ.TH (Theoretical Economics) Link: https://arxiv.org/abs/2609.04068 We study tournaments with managerial discretion in hiring. 7. Online Multivariate Regularized Distributional Regression for High-dimensional Probabilistic Electricity Price Forecasting Source: econ.EM (Econometrics) Link: https://arxiv.org/abs/2504.02518 Probabilistic electricity price forecasting (PEPF) is vital for short-term electricity markets, yet the multivariate nature of day-ahead prices - spanning 24 consecutive hours - remains underexplored. 8. What shifts threshold distributions in social contagions? Source: econ.GN (General Economics) Link: https://arxiv.org/abs/2510.04785 Individual thresholds in social contagions capture what fraction of others must adopt a new product or behavior before an individual adopts it. 9. A characterization of the von Neumann and Morgenstern stable set in matching markets Source: econ.TH (Theoretical Economics) Link: https://arxiv.org/abs/2607.00869 This paper studies the structure and computation of von Neumann-Morgenstern (vNM) stable sets in one-to-one matching markets. 10. Difference-in-differences with "bad controls" Source: econ.EM (Econometrics) Link: https://arxiv.org/abs/2608.03881 This paper considers difference-in-differences identification strategies when the parallel trends assumption holds after conditioning on covariates that may themselves be affected by the treatment (often referred to as "bad controls"). 11. Watching Trade from Space: Measuring Maritime Trade Using Satellite Imagery Source: econ.GN (General Economics) Link: https://arxiv.org/abs/2604.15444 This paper combines synthetic aperture radar imagery, nighttime lights, and port characteristics to measure port-level maritime trade using only publicly available data. 12. Bundling Complements Source: econ.TH (Theoretical Economics) Link: https://arxiv.org/abs/2607.07982 I develop a duality-based multi-dimensional screening framework with a geometric characterization of combinatorial preferences. 13. Why Do We Need Travel Behavior Theory in the Age of AI? Multiple Goal Pursuit as an Illustrative Theory Source: econ.EM (Econometrics) Link: https://arxiv.org/abs/2606.29145 Travel behavior and demand modeling seeks to understand the factors that motivate transportation decisions. 14. How Wasteful is Signaling? Source: econ.GN (General Economics) Link: https://arxiv.org/abs/2601.14454 Signaling is wasteful. 15. The Endogeneity of Miscalibration: Impossibility and Escape in Scored Reporting Source: econ.TH (Theoretical Economics) Link: https://arxiv.org/abs/2605.07671 An agent's probability report is paid for twice: by a strictly proper scoring rule, and by an approval rule for the decision it triggers. 16. When the Scaffold Stays On: AI, Practice Style, and Screening in Elite Skill Formation Source: econ.EM (Econometrics) Link: https://arxiv.org/abs/2606.06253 Generative AI raises short-term productivity by completing tasks learners would otherwise practice on their own. 17. Competitive Market Behavior of LLMs Source: econ.GN (General Economics) Link: https://arxiv.org/abs/2609.02580 Large language models (LLMs) are increasingly deployed as economic agents, yet there is little evidence whether LLM agents are suited for participating in market mechanisms designed for humans, and whether these mechanisms deliver desired outcomes when faced with LLM agents. 18. Breaking the Chain: Division Norms and Criminal Deterrence Source: econ.TH (Theoretical Economics) Link: https://arxiv.org/abs/2608.13327 In organized crime, membership moves fastest, deterrence capacity moves more slowly, and division norms move slowest. 19. Moment Restrictions for Nonlinear Panel Data Models with Feedback Source: econ.EM (Econometrics) Link: https://arxiv.org/abs/2506.12569 Many panel data methods, while allowing for general dependence between covariates and time-invariant agent-specific heterogeneity, place strong a priori restrictions on feedback: how past outcomes, covariates, and heterogeneity map into future covariate levels. 20. Dutch Books for Language Models Source: econ.GN (General Economics) Link: https://arxiv.org/abs/2609.02797 People increasingly use language models to support life decisions. 21. Course design in the age of AI Source: econ.TH (Theoretical Economics) Link: https://arxiv.org/abs/2607.18735 I develop a model of learning-by-doing and course design, and use it to study the impacts of artificial intelligence (AI). 22. Off-policy causal estimation in networks Source: econ.EM (Econometrics) Link: https://arxiv.org/abs/2609.02756 In the presence of interference, where the treatment assigned to one unit can affect the outcomes of others, many causal estimands depend on the treatment-assignment policy under which the experiment is conducted. 23. Local Media and the Shaping of Social Norms: Evidence from the Ebola outbreak Source: econ.GN (General Economics) Link: https://arxiv.org/abs/2210.15946 Media's influence on norms and behavior is widely recognized. 24. Waiting for Trade in Markets with Aggregate Uncertainty Source: econ.TH (Theoretical Economics) Link: https://arxiv.org/abs/2508.06132 This paper studies learning in markets with aggregate uncertainty about whether trade is efficient. 25. Estimation risk in conditional expectiles Source: econ.EM (Econometrics) Link: https://arxiv.org/abs/2609.02673 We establish the consistency and asymptotic normality of a two-step estimator of conditional expectiles in the context of conditional scale models. 26. Blameocracy: Causal Rhetoric in Politics Source: econ.GN (General Economics) Link: https://arxiv.org/abs/2504.06550 This paper studies the supply and returns of causal rhetoric in politics: politicians' language linking political actions to outcomes through blame and credit. 27. Sequential Pricing Mechanisms for Surplus Division Source: econ.TH (Theoretical Economics) Link: https://arxiv.org/abs/2609.02773 Extending the Price-and-Choose (P&C) mechanism of Echenique and Nunez (2025), we propose the Price-Accept-and-Choose (PA&C) mechanism, which preserves efficiency while eliminating P&C's first-mover advantage. 28. Headline Estimation with Multiple Research Designs Source: econ.EM (Econometrics) Link: https://arxiv.org/abs/2609.01943 To study a scalar parameter, a researcher may consider multiple research designs. 29. How bad is time variability for users in mobility services? An economic framework under expected- and non-expected utility Source: econ.GN (General Economics) Link: https://arxiv.org/abs/2603.09142 Time variability is a pervasive feature of mobility services and a major source of welfare loss. 30. Strategic Centrality and the Emergence of Core-Periphery Networks Source: econ.TH (Theoretical Economics) Link: https://arxiv.org/abs/2609.02357 We study a network formation game in which agents sponsor links at a linear cost in order to maximize centrality, defined as a weighted sum of walk counts with positive and weakly decreasing weights. 31. Residential Price Modeling using Spatially Validated Machine Learning Methods: A Comparison Across Geographic Contexts Source: econ.EM (Econometrics) Link: https://arxiv.org/abs/2609.00375 Land use and transportation infrastructure are tightly linked systems, and residential property prices play a central role in transportation planning. 32. Individualized Algorithmic Advice as a Strategic Signal on Competitive Markets Source: econ.GN (General Economics) Link: https://arxiv.org/abs/2511.09454 As algorithms increasingly mediate competitive decision-making, their influence extends beyond individual outcomes to shaping strategic market dynamics. 33. How outside options are incorporated into payoff distributions Source: econ.TH (Theoretical Economics) Link: https://arxiv.org/abs/2609.00799 This paper examines how outside options are incorporated into payoff distributions in games with coalition structures. Sources in this brief: econ.EM (Econometrics); econ.GN (General Economics); econ.TH (Theoretical Economics). Selected 33 of 472 available items for this weekly brief.