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Identifying Mechanisms Behind Policy Interventions Via Causal Mediation Analysis

Citations

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Cited by:

  1. Sudhanshu Handa & David Seidenfeld & Benjamin Davis & Gelson Tembo & Zambia Cash Transfer Evaluation Team, 2016. "The Social and Productive Impacts of Zambia's Child Grant," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 35(2), pages 357-387, April.
  2. Viberti, Francesca & Daidone, Silvio & Pace, Noemi & Sitko, Nicholas, 2025. "Cash transfers and women’s economic inclusion in rural Zambia," World Development Perspectives, Elsevier, vol. 37(C).
  3. Markku Maula & Wouter Stam, 2020. "Enhancing Rigor in Quantitative Entrepreneurship Research," Entrepreneurship Theory and Practice, , vol. 44(6), pages 1059-1090, November.
  4. Dunbar, Kwamie & Owusu-Amoako, Johnson & Treku, Daniel N., 2024. "Unveiling the Nexus: Carbon finance and climate technology advancements," International Review of Financial Analysis, Elsevier, vol. 96(PA).
  5. Panzone, Luca A., 2022. "Conditional promotion with a costly reward: an evaluation of a campaign to motivate consumption of fruit and vegetables," 2022 Annual Meeting, July 31-August 2, Anaheim, California 322058, Agricultural and Applied Economics Association.
  6. Fabian Kosse & Thomas Deckers & Pia Pinger & Hannah Schildberg-Hörisch & Armin Falk, 2020. "The Formation of Prosociality: Causal Evidence on the Role of Social Environment," Journal of Political Economy, University of Chicago Press, vol. 128(2), pages 434-467.
  7. Viviana Celli, 2019. "Causal Mediation Analysis in Economics: objectives, assumptions, models," Working Papers 12/19, Sapienza University of Rome, DISS.
  8. Xitong Li & Jörn Grahl & Oliver Hinz, 2022. "How Do Recommender Systems Lead to Consumer Purchases? A Causal Mediation Analysis of a Field Experiment," Information Systems Research, INFORMS, vol. 33(2), pages 620-637, June.
  9. Ohrnberger, Julius & Anselmi, Laura & Fichera, Eleonora & Sutton, Matt, 2020. "The effect of cash transfers on mental health: Opening the black box – A study from South Africa," Social Science & Medicine, Elsevier, vol. 260(C).
  10. Patrick Ring & Christoph A. Schütt & Dennis J. Snower, 2023. "Care and anger motives in social dilemmas," Theory and Decision, Springer, vol. 95(2), pages 273-308, August.
  11. Soojin Park & Gregory J. Palardy, 2020. "Sensitivity Evaluation of Methods for Estimating Complier Average Causal Mediation Effects to Assumptions," Journal of Educational and Behavioral Statistics, , vol. 45(4), pages 475-506, August.
  12. Shaun Larcom & Luca A. Panzone & Timothy Swanson, 2017. "Follow-the-leader? Measuring the internalisation of law," CIES Research Paper series 50-2017, Centre for International Environmental Studies, The Graduate Institute.
  13. Jens Forderer & Gordon Burtch, 2025. "Estimating Career Benefits from Online Community Leadership: Evidence from Stack Exchange Moderators," Management Science, INFORMS, vol. 71(3), pages 2443-2466, March.
  14. Gorman, Emma, 2017. "Schooling, occupation and cognitive function: Evidence from compulsory schooling laws," SocArXiv t647a, Center for Open Science.
  15. Luna Bellani & Michela Bia, 2016. "Intergenerational poverty transmission in Europe: The role of education," Working Paper Series of the Department of Economics, University of Konstanz 2016-02, Department of Economics, University of Konstanz.
  16. Solé-Ollé, Albert & Sorribas-Navarro, Pilar, 2018. "Trust no more? On the lasting effects of corruption scandals," European Journal of Political Economy, Elsevier, vol. 55(C), pages 185-203.
  17. Egle Vaznyte & Petra Andries & Sarah Demeulemeester, 2021. "“Don’t leave me this way!” Drivers of parental hostility and employee spin-offs’ performance," Small Business Economics, Springer, vol. 57(1), pages 265-293, June.
  18. Alexandra de Gendre & Nicolás Salamanca, 2020. "On the Mechanisms of Ability Peer Effects," Melbourne Institute Working Paper Series wp2020n19, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne.
  19. Martin Huber & Anna Solovyeva, 2020. "On the Sensitivity of Wage Gap Decompositions," Journal of Labor Research, Springer, vol. 41(1), pages 1-33, June.
  20. Foremny, Dirk & Sorribas-Navarro, Pilar & Vall Castelló, Judit, 2024. "Income insecurity and mental health in pandemic times," Economics & Human Biology, Elsevier, vol. 53(C).
  21. Pace, Noemi & Daidone, Silvio, 2024. "Impact of development interventions on individual risk preferences: Evidence from a field-lab experiment and survey data," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 111(C).
  22. Viviana Celli, 2022. "Causal mediation analysis in economics: Objectives, assumptions, models," Journal of Economic Surveys, Wiley Blackwell, vol. 36(1), pages 214-234, February.
  23. Asim Nasar & Suzilawati Kamarudin & Adriana Mohd Rizal & Vu Thi Bich Ngoc & Samar Mohammad Shoaib, 2019. "Short-Term and Long-Term Entrepreneurial Intention Comparison between Pakistan and Vietnam," Sustainability, MDPI, vol. 11(23), pages 1-26, November.
  24. Helmut Farbmacher & Martin Huber & Lukáš Lafférs & Henrika Langen & Martin Spindler, 2022. "Causal mediation analysis with double machine learning [Mediation analysis via potential outcomes models]," The Econometrics Journal, Royal Economic Society, vol. 25(2), pages 277-300.
  25. Martin Huber & Lukáš Lafférs, 2022. "Bounds on direct and indirect effects under treatment/mediator endogeneity and outcome attrition," Econometric Reviews, Taylor & Francis Journals, vol. 41(10), pages 1141-1163, November.
  26. Kilburn, Kelly & Handa, Sudhanshu & Angeles, Gustavo & Mvula, Peter & Tsoka, Maxton, 2017. "Short-term impacts of an unconditional cash transfer program on child schooling: Experimental evidence from Malawi," Economics of Education Review, Elsevier, vol. 59(C), pages 63-80.
  27. Kyung Joon Han, 2022. "Education level and affective polarization: The mediation effects of psychological engagement in politics and authoritarian attitudes," Social Science Quarterly, Southwestern Social Science Association, vol. 103(7), pages 1633-1646, December.
  28. Blattman, Christopher & Emeriau, Mathilde & Fiala, Nathan, 2018. "Do anti-poverty programs sway voters? Experimental evidence from Uganda," LSE Research Online Documents on Economics 101663, London School of Economics and Political Science, LSE Library.
  29. Alicia Sasser Modestino, 2019. "How Do Summer Youth Employment Programs Improve Criminal Justice Outcomes, and for Whom?," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 38(3), pages 600-628, June.
  30. Bokhari, Farasat A.S. & Dobson, Paul W. & Morciano, Marcello & Suhrcke, Marc, 2023. "Banning volume discounts to curb excessive consumption: A cautionary tale," European Economic Review, Elsevier, vol. 156(C).
  31. Martin Huber & Mark Schelker & Anthony Strittmatter, 2022. "Direct and Indirect Effects based on Changes-in-Changes," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 40(1), pages 432-443, January.
  32. Angeles, Gustavo & de Hoop, Jacobus & Handa, Sudhanshu & Kilburn, Kelly & Milazzo, Annamaria & Peterman, Amber, 2019. "Government of Malawi's unconditional cash transfer improves youth mental health," Social Science & Medicine, Elsevier, vol. 225(C), pages 108-119.
  33. Schütt, Christoph A., 2023. "The effect of perceived similarity and social proximity on the formation of prosocial preferences," Journal of Economic Psychology, Elsevier, vol. 99(C).
  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. Sounman Hong, 2016. "Representative Bureaucracy, Organizational Integrity, and Citizen Coproduction: Does an Increase in Police Ethnic Representativeness Reduce Crime?," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 35(1), pages 11-33, January.
  36. Bellani, Luna & Bia, Michela Gianna, 2017. "The Long-Run Impact of Childhood Poverty and the Mediating Role of Education," IZA Discussion Papers 10677, IZA Network @ LISER.
  37. Walters, Glenn D. & Mandracchia, Jon T., 2017. "Testing criminological theory through causal mediation analysis: Current status and future directions," Journal of Criminal Justice, Elsevier, vol. 49(C), pages 53-64.
  38. Bubonya, Melisa & Cobb-Clark, Deborah A., 2021. "Pathways of Disadvantage: Unpacking the Intergenerational Correlation in Welfare," Economics of Education Review, Elsevier, vol. 80(C).
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