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Causal mediation analysis in economics: Objectives, assumptions, models

Citations

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Cited by:

  1. Endong Wang, 2024. "Local projections identify the same policy counterfactuals as empirical and structural models," Papers 2409.09577, arXiv.org, revised Feb 2026.
  2. de Bromhead, Alan & Lyons, Ronan C., 2023. "Social housing and the spread of population: Evidence from twentieth century Ireland," Journal of Urban Economics, Elsevier, vol. 138(C).
  3. Dyah Pritadrajati, 2025. "More Kids, More Conflict? Family Size and Domestic Violence in a High‐Fertility Setting," Asia and the Pacific Policy Studies, Wiley Blackwell, vol. 12(3), September.
  4. Ying Liang, 2024. "Firms' Risk Adjustments to Minimum Wage: Financial Leverage and Labor Share Trade-off," Papers 2408.03659, arXiv.org.
  5. Nguyen, Linh & Do, Huu-Luat, 2024. "Children's cognitive development: does parental wage employment matter?," Children and Youth Services Review, Elsevier, vol. 161(C).
  6. Paul Berbée & Sebastian Till Braun & Richard Franke, 2025. "Reversing fortunes of German regions, 1926–2019: Boon and bane of early industrialization?," Journal of Economic Growth, Springer, vol. 30(2), pages 307-337, June.
  7. C. Caporali & F. Crudu & C. Detotto, 2024. "Terror and Turnout: The Impact of Terrorism During the Years of Lead," Working Paper CRENoS 202426, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
  8. Katarzyna Bilicka & İrem Güçeri & Evangelos Koumanakos, 2025. "Dividend Taxation and Firm Performance with Heterogeneous Payout Responses," American Economic Journal: Economic Policy, American Economic Association, vol. 17(2), pages 1-29, May.
  9. Chang, Daphne & Chen, Roy & Krupka, Erin L. & Song, Zhewei, 2024. "Do policy instruments that restrict social identity expression increase economic cooperation?," European Economic Review, Elsevier, vol. 170(C).
  10. Mazzocchi, Mario & Capacci, Sara & Biondi, Beatrice, . "Causal inference on the impact of nutrition policies using observational data," Bio-based and Applied Economics Journal, Italian Association of Agricultural and Applied Economics (AIEAA), vol. 11(01).
  11. KIM, Kyoung-Gon, 2025. "Geopolitical Risks, Global Value Chains, and CO₂ Emissions : An Empirical Analysis of Developed and Developing Economies," Hitotsubashi Journal of Economics, Hitotsubashi University, vol. 66(2), pages 113-131, December.
  12. Timothy J. Hatton, 2024. "Sailing Ship Technology, Navigation and the Duration of Voyages to Australia, 1848-85," CEH Discussion Papers 07, Centre for Economic History, Research School of Economics, Australian National University.
  13. Maria Lymar & Alena Nelyubina, 2025. "Overview of the Bank of Russia, NES, and HSE University Workshop 'Monetary Policy and Inflation: Effects of Asymmetry and Behavioural Aspects'," Russian Journal of Money and Finance, Bank of Russia, vol. 84(4), pages 101-120, December.
  14. Mulungu, Kelvin & Manning, Dale T. & Bozzola, Martina, 2025. "Once bitten, twice shy? Direct and indirect effects of weather shocks on fertilizer and improved seeds use," Food Policy, Elsevier, vol. 133(C).
  15. Zhang, Yupeng & Yang, Yuchuan, 2025. "Can governmental innovation subsidies promote firm innovative economic efficiency? Evidence from China," International Review of Financial Analysis, Elsevier, vol. 106(C).
  16. Ejeta, Tadesse Tolera & Bai, Xiuguang, 2026. "Does the adoption of agricultural green production technologies improve eco-efficiency? Evidence from wheat farmers in Ethiopia," Agricultural Systems, Elsevier, vol. 231(C).
  17. Yanyan Ouyang & Dabin Weng & Mengmeng Guo & Liqiang Chen, 2026. "The Impact of Temperature Changes on International Trade," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 34(1), pages 224-255, January.
  18. Nguyen, Ha Trong & Mitrou, Francis, 2025. "Fertility responses to tropical cyclones: Causal evidence and mechanisms," Journal of Health Economics, Elsevier, vol. 104(C).
  19. Manuel Salas-Velasco, 2022. "Causal Effects of Financial Education Intervention Aimed at University Students on Financial Knowledge and Financial Self-Efficacy," JRFM, MDPI, vol. 15(7), pages 1-16, June.
  20. Jiawei Fu, 2024. "Extracting Mechanisms from Heterogeneous Effects: An Identification Strategy for Mediation Analysis," Papers 2403.04131, arXiv.org, revised May 2026.
  21. Md Mohsan Khudri & Andrew Hussey, 2025. "The long-term impacts of breastfeeding on educational attainment of adults," Review of Economics of the Household, Springer, vol. 23(4), pages 1279-1300, December.
  22. Guo, Xu & Li, Runze & Liu, Jingyuan & Zeng, Mudong, 2023. "Statistical inference for linear mediation models with high-dimensional mediators and application to studying stock reaction to COVID-19 pandemic," Journal of Econometrics, Elsevier, vol. 235(1), pages 166-179.
  23. Pei, Youquan & Peng, Heng & Zhang, Chi, 2026. "A tree-based mixture model for heterogeneous mediation analysis," Economics Letters, Elsevier, vol. 261(C).
  24. Marion Dupoux & Benjamin Ouvrard, 2026. "Harnessing Social Information to Improve Public Support for Pigouvian Taxes," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 89(6), pages 1-27, June.
  25. Fernández-Olmos, Marta & Ma, Wanglin & Florine, Pecheux-Livat, 2024. "Linking Spanish wine farmers to international markets: Is direct export better than indirect export in improving farm performance?," Economic Analysis and Policy, Elsevier, vol. 81(C), pages 153-163.
  26. Stefanella, Stranieri & Mirta, Casati & Claudio, Soregaroli & Alessandro, Varacca, 2025. "Nutriscore’s impact on purchase intention for products with geographical indications: a Bayesian causal mediation analysis," Food Policy, Elsevier, vol. 135(C).
  27. Ciril Bosch-Rosa & Daniel Gietl & Frank Heinemann, 2025. "Risk Taking Under Limited Liability and Moral Hazard: Quantifying the Role of Motivated Beliefs," Management Science, INFORMS, vol. 71(2), pages 976-991, February.
  28. Elizaveta Zvezdina, 2026. "Narratives and the Household Inflation Expectations," Russian Journal of Money and Finance, Bank of Russia, vol. 85(1), pages 63-94, March.
  29. Haisen Wang & Gangqiang Yang & Ziyang Yue, 2023. "Breaking through ingrained beliefs: revisiting the impact of the digital economy on carbon emissions," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 10(1), pages 1-13, December.
  30. Abel, Martin & Brown, Willa, 2022. "Prosocial behavior in the time of COVID-19: The effect of private and public role models," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 101(C).
  31. Juliana Sanchez-Ariza, 2022. "Conflict, parenting, and early childhood mental health in conflict-affected settings: Evidence from Colombia," Documentos CEDE 20639, Universidad de los Andes, Facultad de Economía, CEDE.
  32. Jamleck Osiemo & Francesco Cecchi & Erwin Bulte & Caroline Mwongera, 2026. "Experiential learning, narrative‐based learning, and insurance adoption: Experimental evidence from Kenya," American Journal of Agricultural Economics, John Wiley & Sons, vol. 108(1), pages 232-253, January.
  33. Brent J. Davis & Tarek Jaber‐Lopez, 2023. "Do voluntary commitment mechanisms improve welfare? The effect of mandatory and voluntary oaths in a social dilemma," Bulletin of Economic Research, Wiley Blackwell, vol. 75(2), pages 525-540, April.
  34. Liu, Liyi & McManus, Douglas, 2024. "Impact of skills in early adulthood on lifetime homeownership disparities," Journal of Housing Economics, Elsevier, vol. 65(C).
  35. Zemba, Cornelius & Prah, Stephen & Ng’ombe, John N., 2025. "Agricultural cooperatives boost food security through input subsidies in rural Zambia," World Development Perspectives, Elsevier, vol. 39(C).
  36. Giuseppe Attanasi & Alessandro Bucciol & Simona Cicognani & Natalia Montinari, 2024. "The Italian North–South Divide in Perceived Dishonesty: A Matter of Trust?," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 10(3), pages 1309-1337, November.
  37. Liu, Kui & Huang, Tao & Xia, Zheyi & Xia, Xingneng & Wu, Rongrong, 2025. "The impact assessment of low-carbon city pilot policy on urban green innovation: A batch-time heterogeneity perspective," Applied Energy, Elsevier, vol. 377(PB).
  38. Yinan Lin & Zijian Guo & Baoluo Sun & Zhenhua Lin, 2025. "Testing high-dimensional mediation effect with arbitrary exposure–mediator coefficients," TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 34(3), pages 530-579, September.
  39. Gächter, Simon & Lee, Kyeongtae & Sefton, Martin & Weber, Till O., 2024. "The role of payoff parameters for cooperation in the one-shot Prisoner's Dilemma," European Economic Review, Elsevier, vol. 166(C).
  40. Fm. Asikullah & Phonebuson Chakma & Syed Far Abid Hossain & Khalid Hussain, 2024. "Evaluating Employee Motivation and Productivity in Bangladesh During the Post-pandemic Era," Management and Labour Studies, XLRI Jamshedpur, School of Business Management & Human Resources, vol. 49(3), pages 456-476, August.
  41. Weeks, Fiona & Myerson, Rebecca & Gangnon, Ronald & Dykema, Jennifer & Cornelius, Candi & Green, Tiffany, 2025. "Racial disparities in intrapartum care experiences and birth hospital characteristics," Social Science & Medicine, Elsevier, vol. 367(C).
  42. Zongwu Cai & Jinyan Li, 2025. "Mediation Analysis of the China-US Trade War Effects," WORKING PAPERS SERIES IN THEORETICAL AND APPLIED ECONOMICS 202512, University of Kansas, Department of Economics.
  43. Zongwu Cai & Jinyan Li, 2025. "Mediation Analysis of the China-US Trade War Effects," WORKING PAPERS SERIES IN THEORETICAL AND APPLIED ECONOMICS 202603, University of Kansas, Department of Economics, revised Jan 2026.
  44. Adugna, Hailu, 2024. "Fintech dividend: How would digital financial services impact income inequality across countries?," Technology in Society, Elsevier, vol. 77(C).
  45. Abel, Martin & Dawi, Raghad & Lenk, Tyler & Singer, Aidan, 2026. "Algorithm Aversion in Prosocial Tasks: Evidence from AI-Based Performance Evaluation," IZA Discussion Papers 18678, IZA Network @ LISER.
  46. Sagnik Bagchi & Sayantan Bandhu Majumder, 2025. "Social trust and formal institutions: How do they shape public debt?," Economics of Transition and Institutional Change, John Wiley & Sons, vol. 33(3), pages 519-552, July.
  47. Brendon McConnell & Parunjodhi Munisamy & Mariyana Zapryanova, 2026. "Unbundling a large-scale school reform: evidence from New York City community schools," IFS Working Papers W26/33, Institute for Fiscal Studies.
  48. Issaka, Nadiatu & Elbakidze, Levan, 2026. "Urbanization and Child Malnutrition," 2026 Annual Meeting, July 26 - 28, 2026, Kansas City, Missouri 404660, Agricultural and Applied Economics Association.
  49. Rodríguez Chatruc, Marisol & Stein, Ernesto H. & Vlaicu, Razvan & Zuluaga, Víctor, 2025. "How Employment Framing Affects Trade Preferences: Evidence from Survey Experiments," IDB Publications (Working Papers) 14050, Inter-American Development Bank.
  50. Marco Letta & Pierluigi Montalbano & Adriana Paolantonio, 2024. "Understanding the climate change‐migration nexus through the lens of household surveys: An empirical review to assess data gaps," Journal of Economic Surveys, Wiley Blackwell, vol. 38(4), pages 1234-1275, September.
  51. Kentaro Kawato, 2025. "Balancing Weights for Causal Mediation Analysis," Papers 2512.09337, arXiv.org.
  52. Massimo G. Colombo & Kourosh Shafi, 2026. "Firms’ venture capital affiliation, platforms’ “skin in the game” and the success of equity crowdfunding campaigns," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 53(1), pages 167-197, March.
  53. Martin Abel & Tanya Byker & Jeffrey Carpenter, 2025. "The Effect of Information From Black Health Care Professionals on COVID Vaccination Take‐Up," Health Economics, John Wiley & Sons, Ltd., vol. 34(11), pages 2072-2096, November.
  54. Lan Luo, By & Shi, Chengchun & Wang, Jitao & Wu, Zhenke & Li, Lexin, 2025. "Multivariate dynamic mediation analysis under a reinforcement learning framework," LSE Research Online Documents on Economics 127112, London School of Economics and Political Science, LSE Library.
  55. Santamaria, Julieth & Roseth, Benjamin & Aguirre, Florencia, 2025. "Does reluctance to share personal data reduce citizen demand for personalized services? Evidence from a survey experiment," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 119(C).
  56. Guo, Xu & Li, Runze & Liu, Jingyuan & Zeng, Mudong, 2024. "Reprint: Statistical inference for linear mediation models with high-dimensional mediators and application to studying stock reaction to COVID-19 pandemic," Journal of Econometrics, Elsevier, vol. 239(2).
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