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Educational Inequality and Public Policy Preferences: Evidence from Representative Survey Experiments

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  • Lergetporer, Philipp

    (Ifo Institute for Economic Research)

  • Werner, Katharina

    (Ifo Institute for Economic Research)

  • Woessmann, Ludger

    (University of Munich)

Abstract

To study how information about educational inequality affects public concerns and policy preferences, we devise survey experiments in representative samples of the German population. Providing information about the extent of educational inequality strongly increases concerns about educational inequality but only slightly affects support for equity-oriented education policies, which is generally high. The small treatment effects are not due to respondents' failure to connect policies with educational inequality or aversion against government interventions. Support for compulsory preschool is the one policy with a strong positive information treatment effect, which is increased further by informing about policy effectiveness.

Suggested Citation

  • Lergetporer, Philipp & Werner, Katharina & Woessmann, Ludger, 2018. "Educational Inequality and Public Policy Preferences: Evidence from Representative Survey Experiments," IZA Discussion Papers 11730, Institute of Labor Economics (IZA).
  • Handle: RePEc:iza:izadps:dp11730
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    1. Gabrielle Fack & Julien Grenet, 2015. "Improving College Access and Success for Low-Income Students: Evidence from a Large Need-Based Grant Program," American Economic Journal: Applied Economics, American Economic Association, vol. 7(2), pages 1-34, April.
    2. Markus Nagler & Marc Piopiunik & Martin R. West, 2020. "Weak Markets, Strong Teachers: Recession at Career Start and Teacher Effectiveness," Journal of Labor Economics, University of Chicago Press, vol. 38(2), pages 453-500.
    3. Björklund, Anders & Salvanes, Kjell G., 2011. "Education and Family Background: Mechanisms and Policies," Handbook of the Economics of Education, in: Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), Handbook of the Economics of Education, edition 1, volume 3, chapter 3, pages 201-247, Elsevier.
    4. Philipp Lergetporer & Katharina Werner & Ludger Woessmann, 2018. "Does Ignorance of Economic Returns and Costs Explain the Educational Aspiration Gap? Evidence from Representative Survey Experiments," CESifo Working Paper Series 7000, CESifo.
    5. Piopiunik, Marc, 2014. "The effects of early tracking on student performance: Evidence from a school reform in Bavaria," Economics of Education Review, Elsevier, vol. 42(C), pages 12-33.
    6. Thomas Cornelissen & Christian Dustmann & Anna Raute & Uta Schönberg, 2018. "Who Benefits from Universal Child Care? Estimating Marginal Returns to Early Child Care Attendance," Journal of Political Economy, University of Chicago Press, vol. 126(6), pages 2356-2409.
    7. Philipp Lergetporer & Marc Piopiunik & Lisa Simon, 2017. "Does the Education Level of Refugees Affect Natives' Attitudes?," CESifo Working Paper Series 6832, CESifo.
    8. Eric A. Hanushek & Ludger Wössmann, 2006. "Does Educational Tracking Affect Performance and Inequality? Differences- in-Differences Evidence Across Countries," Economic Journal, Royal Economic Society, vol. 116(510), pages 63-76, March.
    9. Lergetporer, Philipp & Schwerdt, Guido & Werner, Katharina & West, Martin R. & Woessmann, Ludger, 2018. "How information affects support for education spending: Evidence from survey experiments in Germany and the United States," Journal of Public Economics, Elsevier, vol. 167(C), pages 138-157.
    10. Mummolo, Jonathan & Peterson, Erik, 2019. "Demand Effects in Survey Experiments: An Empirical Assessment," American Political Science Review, Cambridge University Press, vol. 113(2), pages 517-529, May.
    11. Jean Tirole & Roland Bénabou, 2006. "Incentives and Prosocial Behavior," American Economic Review, American Economic Association, vol. 96(5), pages 1652-1678, December.
    12. Raj Chetty & John N. Friedman & Nathaniel Hilger & Emmanuel Saez & Diane Whitmore Schanzenbach & Danny Yagan, 2011. "How Does Your Kindergarten Classroom Affect Your Earnings? Evidence from Project Star," The Quarterly Journal of Economics, Oxford University Press, vol. 126(4), pages 1593-1660.
    13. Lans Bovenberg, A. & Jacobs, Bas, 2005. "Redistribution and education subsidies are Siamese twins," Journal of Public Economics, Elsevier, vol. 89(11-12), pages 2005-2035, December.
    14. Clark, Andrew E. & D'Ambrosio, Conchita, 2014. "Attitudes to Income Inequality: Experimental and Survey Evidence," IZA Discussion Papers 8136, Institute of Labor Economics (IZA).
    15. Mounir Karadja & Johanna Mollerstrom & David Seim, 2017. "Richer (and Holier) Than Thou? The Effect of Relative Income Improvements on Demand for Redistribution," The Review of Economics and Statistics, MIT Press, vol. 99(2), pages 201-212, May.
    16. Miles Corak, 2013. "Income Inequality, Equality of Opportunity, and Intergenerational Mobility," Journal of Economic Perspectives, American Economic Association, vol. 27(3), pages 79-102, Summer.
    17. Hanushek, Eric A. & Schwerdt, Guido & Wiederhold, Simon & Woessmann, Ludger, 2015. "Returns to skills around the world: Evidence from PIAAC," European Economic Review, Elsevier, vol. 73(C), pages 103-130.
    18. Alexander W. Cappelen & Astri Drange Hole & Erik Ø Sørensen & Bertil Tungodden, 2007. "The Pluralism of Fairness Ideals: An Experimental Approach," American Economic Review, American Economic Association, vol. 97(3), pages 818-827, June.
    19. Alexis Grigorieff & Christopher Roth & Diego Ubfal, 2020. "Does Information Change Attitudes Toward Immigrants?," Demography, Springer;Population Association of America (PAA), vol. 57(3), pages 1117-1143, June.
    20. David H. Autor & Alan Manning & Christopher L. Smith, 2016. "The Contribution of the Minimum Wage to US Wage Inequality over Three Decades: A Reassessment," American Economic Journal: Applied Economics, American Economic Association, vol. 8(1), pages 58-99, January.
    21. Ludger Wößmann, 2008. "Efficiency and equity of European education and training policies," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 15(2), pages 199-230, April.
    22. Alesina, Alberto & La Ferrara, Eliana, 2005. "Preferences for redistribution in the land of opportunities," Journal of Public Economics, Elsevier, vol. 89(5-6), pages 897-931, June.
    23. Thomas Piketty & Emmanuel Saez, 2014. "Inequality in the long run," PSE - Labex "OSE-Ouvrir la Science Economique" halshs-01053609, HAL.
    24. Susan M. Dynarski, 2003. "Does Aid Matter? Measuring the Effect of Student Aid on College Attendance and Completion," American Economic Review, American Economic Association, vol. 93(1), pages 279-288, March.
    25. Eric A. Hanushek & Ludger Woessmann, 2008. "The Role of Cognitive Skills in Economic Development," Journal of Economic Literature, American Economic Association, vol. 46(3), pages 607-668, September.
    26. Bublitz, Elisabeth, 2016. "Misperceptions of income distributions: Cross-country evidence from a randomized survey experiment," HWWI Research Papers 178, Hamburg Institute of International Economics (HWWI).
    27. Roth, Christopher & Wohlfart, Johannes, 2018. "Experienced inequality and preferences for redistribution," Journal of Public Economics, Elsevier, vol. 167(C), pages 251-262.
    28. Ilyana Kuziemko & Michael I. Norton & Emmanuel Saez & Stefanie Stantcheva, 2015. "How Elastic Are Preferences for Redistribution? Evidence from Randomized Survey Experiments," American Economic Review, American Economic Association, vol. 105(4), pages 1478-1508, April.
    29. David Romer, 2003. "Misconceptions and Political Outcomes," Economic Journal, Royal Economic Society, vol. 113(484), pages 1-20, January.
    30. Jeffrey R Kling & Jeffrey B Liebman & Lawrence F Katz, 2007. "Experimental Analysis of Neighborhood Effects," Econometrica, Econometric Society, vol. 75(1), pages 83-119, January.
    31. Cattaneo, Maria & Lergetporer, Philipp & Schwerdt, Guido & Werner, Katharina & Woessmann, Ludger & Wolter, Stefan C., 2020. "Information provision and preferences for education spending: Evidence from representative survey experiments in three countries," European Journal of Political Economy, Elsevier, vol. 63(C).
    32. Joshua Angrist & David Autor & Sally Hudson & Amanda Pallais, 2016. "Evaluating Post-Secondary Aid: Enrollment, Persistence, and Projected Completion Effects," NBER Working Papers 23015, National Bureau of Economic Research, Inc.
    33. Katherine B. Coffman & Lucas C. Coffman & Keith M. Marzilli Ericson, 2017. "The Size of the LGBT Population and the Magnitude of Antigay Sentiment Are Substantially Underestimated," Management Science, INFORMS, vol. 63(10), pages 3168-3186, October.
    34. Lergetporer, Philipp & Woessmann, Ludger, 2019. "The Political Economy of Higher Education Finance: How Information and Design Affect Public Preferences for Tuition," Rationality and Competition Discussion Paper Series 145, CRC TRR 190 Rationality and Competition.
    35. Cruces, Guillermo & Perez-Truglia, Ricardo & Tetaz, Martin, 2013. "Biased perceptions of income distribution and preferences for redistribution: Evidence from a survey experiment," Journal of Public Economics, Elsevier, vol. 98(C), pages 100-112.
    36. Alberto Cavallo & Guillermo Cruces & Ricardo Perez-Truglia, 2017. "Inflation Expectations, Learning, and Supermarket Prices: Evidence from Survey Experiments," American Economic Journal: Macroeconomics, American Economic Association, vol. 9(3), pages 1-35, July.
    37. Blau, David & Currie, Janet, 2006. "Pre-School, Day Care, and After-School Care: Who's Minding the Kids?," Handbook of the Economics of Education, in: Erik Hanushek & F. Welch (ed.), Handbook of the Economics of Education, edition 1, volume 2, chapter 20, pages 1163-1278, Elsevier.
    38. repec:iza:izawol:journl:y:2014:p:56 is not listed on IDEAS
    39. Anderson, Michael L., 2008. "Multiple Inference and Gender Differences in the Effects of Early Intervention: A Reevaluation of the Abecedarian, Perry Preschool, and Early Training Projects," Journal of the American Statistical Association, American Statistical Association, vol. 103(484), pages 1481-1495.
    40. Stephen Nickell, 2004. "Poverty And Worklessness In Britain," Economic Journal, Royal Economic Society, vol. 114(494), pages 1-25, March.
    41. Felfe, Christina & Lalive, Rafael, 2018. "Does early child care affect children's development?," Journal of Public Economics, Elsevier, vol. 159(C), pages 33-53.
    42. Gabriela Schütz & Heinrich W. Ursprung & Ludger Wößmann, 2008. "Education Policy and Equality of Opportunity," Kyklos, Wiley Blackwell, vol. 61(2), pages 279-308, May.
    43. Jonathan de Quidt & Johannes Haushofer & Christopher Roth, 2018. "Measuring and Bounding Experimenter Demand," American Economic Review, American Economic Association, vol. 108(11), pages 3266-3302, November.
    44. Cunha, Flavio & Heckman, James J. & Lochner, Lance, 2006. "Interpreting the Evidence on Life Cycle Skill Formation," Handbook of the Economics of Education, in: Erik Hanushek & F. Welch (ed.), Handbook of the Economics of Education, edition 1, volume 1, chapter 12, pages 697-812, Elsevier.
    45. Werner, Katharina, 2018. "Obstacles to Efficient Allocations of Public Education Spending," Rationality and Competition Discussion Paper Series 128, CRC TRR 190 Rationality and Competition.
    46. Facundo Alvaredo & Thomas Piketty & Emmanuel Saez & Lucas Chancel & Gabriel Zucman, 2018. "World Inequality Report 2018," PSE-Ecole d'économie de Paris (Postprint) halshs-01885458, HAL.
    47. Haaland, Ingar & Roth, Christopher, 2020. "Labor market concerns and support for immigration," Journal of Public Economics, Elsevier, vol. 191(C).
    48. Erzo F. P. Luttmer & Monica Singhal, 2011. "Culture, Context, and the Taste for Redistribution," American Economic Journal: Economic Policy, American Economic Association, vol. 3(1), pages 157-179, February.
    49. Julio J. Elias & Nicola Lacetera & Mario Macis, 2015. "Sacred Values? The Effect of Information on Attitudes toward Payments for Human Organs," American Economic Review, American Economic Association, vol. 105(5), pages 361-365, May.
    50. Meltzer, Allan H & Richard, Scott F, 1981. "A Rational Theory of the Size of Government," Journal of Political Economy, University of Chicago Press, vol. 89(5), pages 914-927, October.
    51. John E. Roemer & Alain Trannoy, 2015. "Chapter 4 - Equality of Opportunity," Post-Print hal-01456129, HAL.
    52. Zacharias Maniadis & Fabio Tufano & John A. List, 2014. "One Swallow Doesn't Make a Summer: New Evidence on Anchoring Effects," American Economic Review, American Economic Association, vol. 104(1), pages 277-290, January.
    53. Tuomas Pekkarinen, 2018. "School tracking and intergenerational social mobility," IZA World of Labor, Institute of Labor Economics (IZA), pages 1-56, December.
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    Cited by:

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    2. Philipp Lergetporer & Ludger Woessmann, 2022. "Income Contingency and the Electorate’s Support for Tuition," Munich Papers in Political Economy 19, TUM School of Governance at the Technical University of Munich.
    3. Grewenig, Elisabeth & Lergetporer, Philipp & Simon, Lisa & Werner, Katharina & Woessmann, Ludger, 2018. "Can Online Surveys Represent the Entire Population?," IZA Discussion Papers 11799, Institute of Labor Economics (IZA).
    4. Grewenig, Elisabeth & Lergetporer, Philipp & Werner, Katharina & Woessmann, Ludger & Zierow, Larissa, 2021. "COVID-19 and educational inequality: How school closures affect low- and high-achieving students," European Economic Review, Elsevier, vol. 140(C).
    5. Philipp Lergetporer & Katharina Werner & Ludger Woessmann, 2017. "Public Opinion on Education Policy in Germany," CESifo Working Paper Series 6602, CESifo.
    6. Lergetporer, Philipp & Woessmann, Ludger, 2022. "Income Contingency and the Electorate's Support for Tuition," IZA Discussion Papers 14991, Institute of Labor Economics (IZA).
    7. Falch, Ranveig, 2021. "How Do People Trade Off Resources Between Quick and Slow Learners?," Discussion Paper Series in Economics 5/2021, Norwegian School of Economics, Department of Economics.
    8. Ranveig Falch, 2021. "How Do People Trade Off Resources Between Quick and Slow Learners?," Discussion Paper Series of the Max Planck Institute for Research on Collective Goods 2021_04, Max Planck Institute for Research on Collective Goods.
    9. Fabian Koenings, 2021. "Can there be too much information? Heterogeneous responses to information on benefits from language proficiency," Jena Economic Research Papers 2021-016, Friedrich-Schiller-University Jena.
    10. Philipp Lergetporer & Katharina Werner & Ludger Woessmann, 2021. "Does Ignorance of Economic Returns and Costs Explain the Educational Aspiration Gap? Representative Evidence from Adults and Adolescents," Economica, London School of Economics and Political Science, vol. 88(351), pages 624-670, July.
    11. Major, Lee Elliott & Eyles, Andrew & Machin, Stephen, 2021. "Unequal learning and labour market losses in the crisis: consequences for social mobility," LSE Research Online Documents on Economics 114413, London School of Economics and Political Science, LSE Library.
    12. Cattaneo, Maria & Lergetporer, Philipp & Schwerdt, Guido & Werner, Katharina & Woessmann, Ludger & Wolter, Stefan C., 2020. "Information provision and preferences for education spending: Evidence from representative survey experiments in three countries," European Journal of Political Economy, Elsevier, vol. 63(C).
    13. Elisabeth Grewenig & Philipp Lergetporer & Katharina Werner, 2020. "Gender Norms and Labor-Supply Expectations: Experimental Evidence from Adolescents," CESifo Working Paper Series 8611, CESifo.
    14. Blesse, Sebastian & Heinemann, Friedrich & Krieger, Tommy, 2021. "Informationsdefizite als Hindernis rationaler Wirtschaftspolitik: Ausmass, Ursachen und Gegenstrategien. Eine Studie mit Unterstützung der Brigitte Strube Stiftung," ZEW Expertises, ZEW - Leibniz Centre for European Economic Research, number 241989.
    15. Maria Alejandra Cattaneo & Stefan C. Wolter, 2021. ""Against all odds" Does awareness of the risk of failure matter for educational choices?," Economics of Education Working Paper Series 0181, University of Zurich, Department of Business Administration (IBW).
    16. Spencer Bastani & Daniel Waldenström, 2021. "Perceptions of Inherited Wealth and the Support for Inheritance Taxation," Economica, London School of Economics and Political Science, vol. 88(350), pages 532-569, April.
    17. Nibbering, Didier & Oosterveen, Matthijs & Silva, Pedro Luís, 2022. "Clustered Local Average Treatment Effects: Fields of Study and Academic Student Progress," IZA Discussion Papers 15159, Institute of Labor Economics (IZA).
    18. Elisabeth Grewenig & Sarah Kersten & Franziska Kugler & Philipp Lergetporer & Franziska Werner & Ludger Wößmann & Katharina Werner, 2019. "Was die Deutschen über Bildungsungleichheit denken," ifo Schnelldienst, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 72(17), August.

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    More about this item

    Keywords

    inequality; education; information; survey experiment;
    All these keywords.

    JEL classification:

    • D30 - Microeconomics - - Distribution - - - General
    • H52 - Public Economics - - National Government Expenditures and Related Policies - - - Government Expenditures and Education
    • I24 - Health, Education, and Welfare - - Education - - - Education and Inequality
    • H11 - Public Economics - - Structure and Scope of Government - - - Structure and Scope of Government
    • D63 - Microeconomics - - Welfare Economics - - - Equity, Justice, Inequality, and Other Normative Criteria and Measurement
    • D83 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Search; Learning; Information and Knowledge; Communication; Belief; Unawareness
    • D72 - Microeconomics - - Analysis of Collective Decision-Making - - - Political Processes: Rent-seeking, Lobbying, Elections, Legislatures, and Voting Behavior
    • P16 - Economic Systems - - Capitalist Systems - - - Political Economy of Capitalism

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