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Causal mediation analysis in economics: Objectives, assumptions, models

Citations

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Cited by:

  1. Ying Liang, 2024. "Firms' Risk Adjustments to Minimum Wage: Financial Leverage and Labor Share Trade-off," Papers 2408.03659, arXiv.org.
  2. Nguyen, Linh & Do, Huu-Luat, 2024. "Children's cognitive development: does parental wage employment matter?," Children and Youth Services Review, Elsevier, vol. 161(C).
  3. 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.
  4. 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.
  5. 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).
  6. 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).
  7. 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.
  8. 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.
  9. 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.
  10. 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).
  11. 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).
  12. 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).
  13. Nguyen, Ha Trong & Mitrou, Francis, 2025. "Fertility responses to tropical cyclones: Causal evidence and mechanisms," Journal of Health Economics, Elsevier, vol. 104(C).
  14. 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.
  15. Jiawei Fu, 2024. "Extracting Mechanisms from Heterogeneous Effects: An Identification Strategy for Mediation Analysis," Papers 2403.04131, arXiv.org, revised May 2026.
  16. 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.
  17. 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.
  18. Pei, Youquan & Peng, Heng & Zhang, Chi, 2026. "A tree-based mixture model for heterogeneous mediation analysis," Economics Letters, Elsevier, vol. 261(C).
  19. 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.
  20. 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).
  21. 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.
  22. 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.
  23. 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.
  24. 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.
  25. 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.
  26. Liu, Liyi & McManus, Douglas, 2024. "Impact of skills in early adulthood on lifetime homeownership disparities," Journal of Housing Economics, Elsevier, vol. 65(C).
  27. 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).
  28. 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.
  29. 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.
  30. 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.
  31. Adugna, Hailu, 2024. "Fintech dividend: How would digital financial services impact income inequality across countries?," Technology in Society, Elsevier, vol. 77(C).
  32. 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.
  33. 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.
  34. 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.
  35. 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.
  36. 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.
  37. 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).
  38. Endong Wang, 2024. "Local projections identify the same policy counterfactuals as empirical and structural models," Papers 2409.09577, arXiv.org, revised Feb 2026.
  39. 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).
  40. 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.
  41. 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.
  42. 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.
  43. 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.
  44. 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).
  45. 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.
  46. 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).
  47. 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).
  48. 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).
  49. 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.
  50. 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.
  51. 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.
  52. 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.
  53. Kentaro Kawato, 2025. "Balancing Weights for Causal Mediation Analysis," Papers 2512.09337, arXiv.org.
  54. 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).
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