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Interpreting Instrumental Variables Estimates of the Returns to Schooling

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  1. Pedro Carneiro & Michael Lokshin & Nithin Umapathi, 2017. "Average and Marginal Returns to Upper Secondary Schooling in Indonesia," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 32(1), pages 16-36, January.
  2. Pedro Carneiro & James J. Heckman & Edward J. Vytlacil, 2011. "Estimating Marginal Returns to Education," American Economic Review, American Economic Association, vol. 101(6), pages 2754-2781, October.
  3. Martinez-Sanchis, Elena & Mora, Juan & Kandemir, Ilker, 2012. "Counterfactual distributions of wages via quantile regression with endogeneity," Computational Statistics & Data Analysis, Elsevier, vol. 56(11), pages 3212-3229.
  4. Daniel Miles, "undated". "Can we teach civic attitudes?," Studies on the Spanish Economy 225, FEDEA.
  5. George Abuchi Agwu & Oussama Ben Atta, 2021. "University proximity at teenage years and educational attainment," Working papers of Transitions Energétiques et Environnementales (TREE) hal-03492963, HAL.
  6. Giuseppe Migali & Ian Walker, 2018. "Estimates of the Causal Effects of Education on Earnings over the Life Cycle with Cohort Effects and Endogenous Education," CESifo Economic Studies, CESifo Group, vol. 64(3), pages 516-544.
  7. Dante Contreras, 2002. "Vouchers, School Choice and the Access to Higher Education," Working Papers 845, Economic Growth Center, Yale University.
  8. Dai Binh Tran, 2022. "Health Benefits of Education: Comparative Evidence from Vietnam and Thailand," SAGE Open, , vol. 12(2), pages 21582440221, April.
  9. Flossmann Anton L. & Pohlmeier Winfried, 2006. "Causal Returns to Education: A Survey on Empirical Evidence for Germany," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 226(1), pages 6-23, February.
  10. Federica Braccioli & Paolo Ghinetti & Simone Moriconi & Costanza Naguib & Michele Pellizzari, 2023. "Education Expansion, College Choice and Labour Market Success," CESifo Working Paper Series 10842, CESifo.
  11. Kevin Denny, 2002. "New methods for comparing literacy across populations: insights from the measurement of poverty," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 165(3), pages 481-493, October.
  12. Shoya Ishimaru, 2024. "Empirical Decomposition of the IV-OLS Gap with Heterogeneous and Nonlinear Effects," The Review of Economics and Statistics, MIT Press, vol. 106(2), pages 505-520, March.
  13. Falch, Torberg & Lujala, Päivi & Strøm, Bjarne, 2013. "Geographical constraints and educational attainment," Regional Science and Urban Economics, Elsevier, vol. 43(1), pages 164-176.
  14. Angel de la Fuente & Antonio Ciccone, 2003. "Human capital in a global and knowledge-based economy," UFAE and IAE Working Papers 562.03, Unitat de Fonaments de l'Anàlisi Econòmica (UAB) and Institut d'Anàlisi Econòmica (CSIC).
  15. Stacey Chen, 2003. "Nonparametric Estimation of Average Volatility Differentials in Selection Models with an Application to Returns to Schooling," Discussion Papers 03-02, University at Albany, SUNY, Department of Economics.
  16. Dolton, Peter & Sandi, Matteo, 2017. "Returning to returns: Revisiting the British education evidence," Labour Economics, Elsevier, vol. 48(C), pages 87-104.
  17. Pedro Carneiro & James J. Heckman & Edward Vytlacil, 2010. "Evaluating Marginal Policy Changes and the Average Effect of Treatment for Individuals at the Margin," Econometrica, Econometric Society, vol. 78(1), pages 377-394, January.
  18. Samia FERHAT, 2022. "The impact of university openings on labor market outcomes," THEMA Working Papers 2022-18, THEMA (THéorie Economique, Modélisation et Applications), Université de Cergy-Pontoise.
  19. Falck, Oliver & Heimisch-Roecker, Alexandra & Wiederhold, Simon, 2021. "Returns to ICT skills," Research Policy, Elsevier, vol. 50(7).
  20. George Abuchi Agwu & Oussama Ben Atta, 2021. "University proximity at teenage years and educational attainment," Working Papers hal-03492963, HAL.
  21. Matthias Parey & Fabian Waldinger, 2011. "Studying Abroad and the Effect on International Labour Market Mobility: Evidence from the Introduction of ERASMUS," Economic Journal, Royal Economic Society, vol. 121(551), pages 194-222, March.
  22. Martin Nybom, 2017. "The Distribution of Lifetime Earnings Returns to College," Journal of Labor Economics, University of Chicago Press, vol. 35(4), pages 903-952.
  23. Carneiro, Pedro & Lee, Sokbae, 2009. "Estimating distributions of potential outcomes using local instrumental variables with an application to changes in college enrollment and wage inequality," Journal of Econometrics, Elsevier, vol. 149(2), pages 191-208, April.
  24. Meta Brown & John Karl Scholz & Ananth Seshadri, 2012. "A New Test of Borrowing Constraints for Education," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 79(2), pages 511-538.
  25. Tymon S{l}oczy'nski, 2020. "When Should We (Not) Interpret Linear IV Estimands as LATE?," Papers 2011.06695, arXiv.org, revised Oct 2024.
  26. Chen, Qihui & Chen, Yu & Zhao, Qiran, 2020. "Impacts of boarding on primary school students’ mental health outcomes – Instrumental-Variable evidence from rural northwestern China," Economics & Human Biology, Elsevier, vol. 39(C).
  27. Matt Dickson, 2013. "The Causal Effect of Education on Wages Revisited," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 75(4), pages 477-498, August.
  28. Barrow, Lisa & Schanzenbach, Diane Whitmore & Claessens, Amy, 2015. "The impact of Chicago’s small high school initiative," Journal of Urban Economics, Elsevier, vol. 87(C), pages 100-113.
  29. Federica Braccioli & Paolo Ghinetti & Simone Moriconi & Michele Pellizzari & Costanza Naguib, 2022. "Education expansion, college choice and labour market success," Diskussionsschriften dp2207, Universitaet Bern, Departement Volkswirtschaft.
  30. Denny, Kevin & Harmon, Colm, 2000. "Education Policy Reform and the Return to Schooling from Instrumental Variables," CEPR Discussion Papers 2518, C.E.P.R. Discussion Papers.
  31. Tracy L. Regan & Ronald L. Oaxaca & Galen Burghardt, 2007. "A Human Capital Model Of The Effects Of Ability And Family Background On Optimal Schooling Levels," Economic Inquiry, Western Economic Association International, vol. 45(4), pages 721-738, October.
  32. Heckman, James J. & Humphries, John Eric & Veramendi, Gregory, 2016. "Dynamic treatment effects," Journal of Econometrics, Elsevier, vol. 191(2), pages 276-292.
  33. Charles L. Baum, 2017. "The Effects of College on Weight: Examining the “Freshman 15” Myth and Other Effects of College Over the Life Cycle," Demography, Springer;Population Association of America (PAA), vol. 54(1), pages 311-336, February.
  34. Dionissi Aliprantis, 2013. "Covariates and causal effects: the problem of context," Working Papers (Old Series) 1310, Federal Reserve Bank of Cleveland.
  35. Lídia Farré & Roger Klein & Francis Vella, 2013. "A parametric control function approach to estimating the returns to schooling in the absence of exclusion restrictions: an application to the NLSY," Empirical Economics, Springer, vol. 44(1), pages 111-133, February.
  36. Irineu Evangelista de Carvalho Filho, 2012. "Household Income as a Determinant of Child Labor and School Enrollment in Brazil: Evidence from a Social Security Reform," Economic Development and Cultural Change, University of Chicago Press, vol. 60(2), pages 399-435.
  37. Do, Chau, 2004. "The effects of local colleges on the quality of college attended," Economics of Education Review, Elsevier, vol. 23(3), pages 249-257, June.
  38. Schultz, T. Paul, 2005. "Productive Benefits of Health: Evidence from Low-Income Countries," Center Discussion Papers 28532, Yale University, Economic Growth Center.
  39. Feng Yao & Junsen Zhang, 2015. "Efficient kernel-based semiparametric IV estimation with an application to resolving a puzzle on the estimates of the return to schooling," Empirical Economics, Springer, vol. 48(1), pages 253-281, February.
  40. Gibbons Charles E. & Suárez Serrato Juan Carlos & Urbancic Michael B., 2019. "Broken or Fixed Effects?," Journal of Econometric Methods, De Gruyter, vol. 8(1), pages 1-12, January.
  41. Lance Lochner & Enrico Moretti, 2015. "Estimating and Testing Models with Many Treatment Levels and Limited Instruments," The Review of Economics and Statistics, MIT Press, vol. 97(2), pages 387-397, May.
  42. Astrid Krenz, 2008. "Theorie und Empirie über den Wirkungszusammenhang zwischen sozialer Herkunft, kulturellem und sozialem Kapital, Bildung und Einkommen in der Bundesrepublik Deutschland," SOEPpapers on Multidisciplinary Panel Data Research 128, DIW Berlin, The German Socio-Economic Panel (SOEP).
  43. Wei‐Choun Yu & Donald M. Salyards, 2008. "A Securitised Market For Human Capital," Economic Affairs, Wiley Blackwell, vol. 28(3), pages 50-56, September.
  44. Pedro Carneiro & Sokbae (Simon) Lee, 2005. "Ability, sorting and wage inequality," CeMMAP working papers CWP16/05, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
  45. Long, Mark C., 2008. "College quality and early adult outcomes," Economics of Education Review, Elsevier, vol. 27(5), pages 588-602, October.
  46. Oussama Ben Atta, 2022. "University proximity at teenage years and educational attainment," French Stata Users' Group Meetings 2022 02, Stata Users Group.
  47. Saniter, Nils, 2012. "Estimating Heterogeneous Returns to Education in Germany via Conditional Second Moments," VfS Annual Conference 2012 (Goettingen): New Approaches and Challenges for the Labor Market of the 21st Century 62050, Verein für Socialpolitik / German Economic Association.
  48. Nobuyoshi Kikuchi, 2017. "Marginal Returns to Schooling and Education Policy Change in Japan," ISER Discussion Paper 0996r, Institute of Social and Economic Research, Osaka University, revised Oct 2017.
  49. Krenz, Astrid, 2010. "La distinction reloaded: Returns to education, family background, cultural and social capital in Germany," University of Göttingen Working Papers in Economics 108, University of Goettingen, Department of Economics.
  50. Monique de Haan, 2011. "The Effect of Parents' Schooling on Child's Schooling: A Nonparametric Bounds Analysis," Journal of Labor Economics, University of Chicago Press, vol. 29(4), pages 859-892.
  51. Md. Nekmahmud & Maria Fekete-Farkas, 2020. "Why Not Green Marketing? Determinates of Consumers’ Intention to Green Purchase Decision in a New Developing Nation," Sustainability, MDPI, vol. 12(19), pages 1-31, September.
  52. Kédagni, Désiré, 2023. "Identifying treatment effects in the presence of confounded types," Journal of Econometrics, Elsevier, vol. 234(2), pages 479-511.
  53. Hidalgo, Diana & Oosterbeek, Hessel & Webbink, Dinand, 2014. "The impact of training vouchers on low-skilled workers," Labour Economics, Elsevier, vol. 31(C), pages 117-128.
  54. Grant Johnston, 2004. "Healthy, wealthy and wise? A review of the wider benefits of education," Treasury Working Paper Series 04/04, New Zealand Treasury.
  55. Philippe Belley & Marc Frenette & Lance Lochner, 2011. "Post-Secondary Attendance by Parental Income in the U.S. and Canada: What Role for Financial Aid Policy?," University of Western Ontario, Economic Policy Research Institute Working Papers 20113, University of Western Ontario, Economic Policy Research Institute.
  56. Gaurab Aryal & Manudeep Bhuller & Fabian Lange, 2022. "Signaling and Employer Learning with Instruments," American Economic Review, American Economic Association, vol. 112(5), pages 1669-1702, May.
  57. Jeremiah Richey & Alicia Rosburg, 2018. "Decomposing economic mobility transition matrices," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 33(1), pages 91-108, January.
  58. David Salomón Aké-Uitz, 2023. "Did the expansion of educational supply at higher education promote intergenerational social mobility in Mexico?/¿La expansión de la oferta educativa en la educación superior promovió la movilidad," Estudios Económicos, El Colegio de México, Centro de Estudios Económicos, vol. 38(1), pages 103-142.
  59. Michael T. French & Ioana Popovici, 2011. "That instrument is lousy! In search of agreement when using instrumental variables estimation in substance use research," Health Economics, John Wiley & Sons, Ltd., vol. 20(2), pages 127-146, February.
  60. Doyle, William R. & Skinner, Benjamin T., 2016. "Estimating the education-earnings equation using geographic variation," Economics of Education Review, Elsevier, vol. 53(C), pages 254-267.
  61. Federica Braccioli & Paolo Ghinetti & Simone Moriconi & Costanza Naguib & Michele Pellizzari, 2023. "Education Expansion, College Choice and Labour Market Success," CESifo Working Paper Series 10842, CESifo.
  62. Manuel Salas Velasco, 2004. "Rendimientos privados de las inversiones en educación superior a partir de ecuaciones de ingresos," Hacienda Pública Española / Review of Public Economics, IEF, vol. 169(2), pages 87-117, June.
  63. Clint Harris, 2022. "Interpreting Instrumental Variable Estimands with Unobserved Treatment Heterogeneity: The Effects of College Education," Papers 2211.13132, arXiv.org.
  64. Tymon Sloczynski, 2021. "When Should We (Not) Interpret Linear IV Estimands as LATE?," CESifo Working Paper Series 9064, CESifo.
  65. Haxhimusa, Adhurim & Liebensteiner, Mario, 2021. "Effects of electricity demand reductions under a carbon pricing regime on emissions: lessons from COVID-19," Energy Policy, Elsevier, vol. 156(C).
  66. Perry Singleton, 2009. "The Effective Target of the Social Security Disability Benefits Reform Act of 1984," Center for Policy Research Working Papers 119, Center for Policy Research, Maxwell School, Syracuse University.
  67. Katja Kaufmann, 2008. "Understanding the Income Gradient in College Attendance in Mexico: The Role of Heterogeneity in Expected Returns to College," Discussion Papers 07-040, Stanford Institute for Economic Policy Research.
  68. Andrea Mercatanti, 2008. "A likelihood-based analysis for relaxing the exclusion restriction in randomized experiments with imperfect compliance," Temi di discussione (Economic working papers) 683, Bank of Italy, Economic Research and International Relations Area.
  69. Dr Mohammad Rafiqul Islam & Dr Nicholas Sim, 2021. "Education and Food Consumption Patterns: Quasi-Experimental Evidence from Indonesia," Papers 2109.08124, arXiv.org.
  70. Darwin Miller, 2007. "Isolating the Causal Impact of Community College Enrollment on Educational Attainment and Labor Market Outcomes in Texas," Discussion Papers 06-033, Stanford Institute for Economic Policy Research.
  71. García, Gustavo Antonio & Ramírez-Hassan, Andrés & Saravia, Estefanía & Vargas, Raquel & Duque, Juan Fernando & Londoño, Daniel, 2022. "Impacto del programa de subsidios en el transporte escolar en Medellín (Colombia) como herramientas para reducir la exclusión social," IDB Publications (Working Papers) 12013, Inter-American Development Bank.
  72. Nobuyoshi Kikuchi, 2017. "Marginal Returns to Schooling and Education Policy Change in Japan," ISER Discussion Paper 0996, Institute of Social and Economic Research, Osaka University.
  73. Acton, Riley & Cortes, Kalena E. & Morales, Camila, 2024. "Distance to Opportunity: Higher Education Deserts and College Enrollment Choices," IZA Discussion Papers 17394, Institute of Labor Economics (IZA).
  74. Morrill, Melinda Sandler, 2011. "The effects of maternal employment on the health of school-age children," Journal of Health Economics, Elsevier, vol. 30(2), pages 240-257, March.
  75. Diana E. Clark & Chang-Tai Hsieh, 2000. "Schooling and Labor Market Impact of the 1968 Nine-Year Education Program in Taiwan," Working Papers 215, Princeton University, Woodrow Wilson School of Public and International Affairs, Research Program in Development Studies..
  76. Felipe Barrera-Osorio & Hernando Bayona Rodríguez, 2015. "El efecto causal de la asistencia a la universidad sobre la trayectoria educativa y el mercado laboral: Evidencia empírica para Colombia," Documentos CEDE 13549, Universidad de los Andes, Facultad de Economía, CEDE.
  77. Frenette, Marc, 2009. "Do universities benefit local youth? Evidence from the creation of new universities," Economics of Education Review, Elsevier, vol. 28(3), pages 318-328, June.
  78. Dee, Thomas S., 2004. "Are there civic returns to education?," Journal of Public Economics, Elsevier, vol. 88(9-10), pages 1697-1720, August.
  79. Card, David, 2001. "Estimating the Return to Schooling: Progress on Some Persistent Econometric Problems," Econometrica, Econometric Society, vol. 69(5), pages 1127-1160, September.
  80. Dolton, Peter & Sandi, Matteo, 2017. "Returning to returns: revisiting the British education evidence," LSE Research Online Documents on Economics 85152, London School of Economics and Political Science, LSE Library.
  81. repec:got:cegedp:108 is not listed on IDEAS
  82. Chen, Qihui, 2020. "Am I Late for School? Peer Effects on Delayed School Entry in Rural Northwestern China," 2020 Annual Meeting, July 26-28, Kansas City, Missouri 304415, Agricultural and Applied Economics Association.
  83. Regan, Tracy L. & Burghardt, Galen & Oaxaca, Ronald L., 2006. "A Human Capital Model of the Effects of Abilities and Family Background on Optimal Schooling Levels," IZA Discussion Papers 1927, Institute of Labor Economics (IZA).
  84. Liebensteiner, Mario & Haxhimusa, Adhurim & Naumann, Fabian, 2023. "Subsidized renewables’ adverse effect on energy storage and carbon pricing as a potential remedy," Renewable and Sustainable Energy Reviews, Elsevier, vol. 171(C).
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