Clay weekly context brief for the Economics category (ISO week 2026-W38). 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. Expected Shortfall Factor Models: Common Tail Losses and Expected Returns Source: econ.EM (Econometrics) Link: https://arxiv.org/abs/2609.10587 We develop an expected shortfall factor model (ESFM) to estimate and price common variation in the severity of lower-tail losses in large panels of asset returns. 2. Utility-Level-Dependent Ambiguity Source: econ.TH (Theoretical Economics) Link: https://arxiv.org/abs/2609.11748 Experimental evidence suggests that ambiguity-sensitive choice can vary systematically with the circumstances of a decision. 3. Credible Discourse on Climate Policy: Beyond Dueling Certitudes Source: econ.GN (General Economics) Link: https://arxiv.org/abs/2609.09337 Whatever the policy question under consideration, reasoned and realistic evaluation requires credible policy analysis under uncertainty. 4. ACT, WAIT, or EXPERIMENT: A Causal Governance Framework for Retail Price Optimization Under Abstentions Source: econ.EM (Econometrics) Link: https://arxiv.org/abs/2609.10615 This paper presents a causal decision-making framework for estimating price elasticity in retail channels, a process typically confounded by promotions, competitor movements, and market frictions. 5. Equilibrium Architecture in Multi-Battle Contests with Count-Dependent Prizes Source: econ.TH (Theoretical Economics) Link: https://arxiv.org/abs/2609.02031 Two contestants with possibly different marginal costs compete across identical battlefields governed by a Tullock technology with discriminatory power at most one. 6. Reducing Prescription Errors Through Information Intervention: A Field Experiment in Healthcare Operations Source: econ.GN (General Economics) Link: https://arxiv.org/abs/2609.09673 Drug-drug interaction (DDI) errors pose serious risks to patient safety. 7. Average Treatment Effect Localization: Projection Methods in Synthetic Control Source: econ.EM (Econometrics) Link: https://arxiv.org/abs/2609.10617 Many real-world policies and business interventions require assessing short-term effects to inform timely decisions, even though most causal inference methods focus on long-term average treatment effects. 8. Flow Games with Public Arcs: the Least Core and the Nucleolus Source: econ.TH (Theoretical Economics) Link: https://arxiv.org/abs/2606.23288 We study flow games with public arcs, an extension of classical cooperative flow games that allows players to use public resources. 9. How an Economy Shrinks in Space: Concavity-on-Jobs and Upward Consolidation under Demographic Decline Source: econ.GN (General Economics) Link: https://arxiv.org/abs/2609.09859 When a country's population declines, the aggregate economy appears to contract on the intensive margin: industrial diversity intact, every industry a little smaller. 10. Identification in Linear Quantile Panel Models Source: econ.EM (Econometrics) Link: https://arxiv.org/abs/2609.10925 This paper studies identification in linear quantile panel models with unrestricted individual heterogeneity when the number of time periods is fixed and small. 11. No Screening is More Efficient with Multiple Objects Source: econ.TH (Theoretical Economics) Link: https://arxiv.org/abs/2408.10077 We study the welfare-maximizing allocation of heterogeneous objects when screening uses costly effort rather than monetary transfers. 12. High Volume Low Complexity Surgical Hubs in England: Can They Improve Physician Productivity? Source: econ.GN (General Economics) Link: https://arxiv.org/abs/2609.10380 Whether organisational separation of elective and emergency care improves physician productivity remains an open question. 13. Experimental Design for Policy Choice Source: econ.EM (Econometrics) Link: https://arxiv.org/abs/2609.10971 We show how to optimally design experiments when the resulting data will be used to choose a welfare-maximizing policy subject to constraints. 14. Truthful Communication and Exclusive Information Clubs Source: econ.TH (Theoretical Economics) Link: https://arxiv.org/abs/2605.02776 This paper studies how strategic communication shapes endogenous communication networks. 15. Strategic communication of narratives: An experiment Source: econ.GN (General Economics) Link: https://arxiv.org/abs/2609.10074 We investigate the strategic communication of narratives under model uncertainty. 16. Market-Informed Networks for Modeling and Forecast Evaluation of Financial Extremes Source: econ.EM (Econometrics) Link: https://arxiv.org/abs/2609.11575 Modeling the joint distribution of extreme values in high-dimensional financial time series is challenging because extremes are sparse and locally extreme observations are not necessarily extreme relative to their full marginal distribution. 17. Strategic Type Spaces Source: econ.TH (Theoretical Economics) Link: https://arxiv.org/abs/2606.08297 We provide a strategic foundation for information: in any given game with incomplete information we define strategic quotients as information representations that are sufficient for players to compute best-responses to other players. 18. Italian Business-to-Business Invoicing Data: A Network Analysis Source: econ.GN (General Economics) Link: https://arxiv.org/abs/2609.10227 We present a comprehensive description of the network of Italian Business-to-Business commercial relationships, based on the universe of electronic invoices collected by the Italian Tax Office. 19. Generative Marketing Mix Modeling: A Causal Inference Framework Linking GEO and GEM to Business Impact Source: econ.EM (Econometrics) Link: https://arxiv.org/abs/2609.11915 Generative artificial intelligence changes how firms reach customers, but standard marketing data do not record how often users see and notice a firm's name in generated answers. 20. The Category Gm for Extensive-Form Games Source: econ.TH (Theoretical Economics) Link: https://arxiv.org/abs/2105.11398 This paper introduces $\mathbf{Gm}$, which is a category for extensive-form games. 21. Tracks to Modernity: Railroads, Growth, and Social Movements in Denmark Source: econ.GN (General Economics) Link: https://arxiv.org/abs/2502.21141 We examine how railroads shaped Denmark's nineteenth-century economic transformation and the diffusion of Grundtvigian institutions. 22. Partial Identification from Bunching at Kinks and Notches Source: econ.EM (Econometrics) Link: https://arxiv.org/abs/2205.10310 This paper proposes a partial identification approach to using choices around a kink or notch as a means to overcome endogeneity in a general nonparametric choice model. 23. Where Should Society Draw the Line? A Social Choice Approach to Collective Consent Source: econ.TH (Theoretical Economics) Link: https://arxiv.org/abs/2609.10759 Society constantly has to determine the boundaries of what it deems acceptable, from legislative decisions to the guardrails governing autonomous systems. 24. Revisiting H\"otte (2025): A Companion Analysis with Extended Evidence from UK Inter-Industry Payment Data, 2017-2024 Source: econ.GN (General Economics) Link: https://arxiv.org/abs/2508.17695 In 2025, the UK Office for National Statistics released a novel dataset of monthly inter-industry payment flows during January 2017 to November 2024 at the 5-digit SIC level (ONS, 2025a), covering $>$3.1 million UK organizations. 25. Changes-in-Changes for Ordered Choice Models with Underreporting Source: econ.EM (Econometrics) Link: https://arxiv.org/abs/2401.00618 We develop a Difference-in-Differences framework for discrete, ordered outcomes subject to underreporting. 26. The Response of Consumption to Interest Rates with Borrowing Constraints: An Analytical Approach Source: econ.TH (Theoretical Economics) Link: https://arxiv.org/abs/2609.09888 I derive an explicit mapping from initial assets, income and the real interest rate to consumption for an income fluctuation problem with a borrowing constraint and CARA utility. 27. AI Coding Tools and Digital Entrepreneurship: The Role of Software Expertise Source: econ.GN (General Economics) Link: https://arxiv.org/abs/2511.06545 While digital technologies expand entrepreneurial access by providing technical resources, it is less known whether they enable ventures to create durable value and whether they can substitute for technical expertise accumulated through software work experience. 28. Triple Difference Designs with Heterogeneous Treatment Effects Source: econ.EM (Econometrics) Link: https://arxiv.org/abs/2502.19620 Triple difference designs have become increasingly popular in empirical economics. 29. On accessibility of the core in mutidimensional spatial majority voting situations Source: econ.TH (Theoretical Economics) Link: https://arxiv.org/abs/2609.10029 In this paper we consider situations of (multidimensional) spatial majority voting. 30. Generative AI for Analysts Source: econ.GN (General Economics) Link: https://arxiv.org/abs/2512.19705 We study how generative artificial intelligence (GenAI) reshapes financial analysts' information production. 31. Generalized Covariance Estimator under Misspecification Source: econ.EM (Econometrics) Link: https://arxiv.org/abs/2509.13492 This paper investigates the properties of the Generalized Covariance (GCov) estimator under misspecification with application to processes with local explosive patterns, such as causal-noncausal processes. 32. Monitoring Hierarchies in Knowledge Production Source: econ.TH (Theoretical Economics) Link: https://arxiv.org/abs/2609.10499 We study peer monitoring design in knowledge production. 33. A probabilistic match classification model for low-scoring sports Source: econ.GN (General Economics) Link: https://arxiv.org/abs/2601.09673 All existing match classification models in the tournament design literature suffer from two major limitations: a contestant is considered indifferent only if uncertain future results do never affect its prize, and competitive matches are not distinguished with respect to the incentives of the contestants. Sources in this brief: econ.EM (Econometrics); econ.GN (General Economics); econ.TH (Theoretical Economics). Selected 33 of 454 available items for this weekly brief.