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Student Sorting and Bias in Value Added Estimation: Selection on Observables and Unobservables

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Cited by:

  1. Braga, Michela & Paccagnella, Marco & Pellizzari, Michele, 2014. "Evaluating students’ evaluations of professors," Economics of Education Review, Elsevier, vol. 41(C), pages 71-88.
  2. J. R. Lockwood & D. McCaffrey, 2020. "Using hidden information and performance level boundaries to study student–teacher assignments: implications for estimating teacher causal effects," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 183(4), pages 1333-1362, October.
  3. Marta De Philippis, 2021. "Multi-Task Agents and Incentives: The Case of Teaching and Research for University Professors," The Economic Journal, Royal Economic Society, vol. 131(636), pages 1643-1681.
  4. Delhommer, Scott, 2022. "High school role models and minority college achievement," Economics of Education Review, Elsevier, vol. 87(C).
  5. Goldhaber, Dan & Cowan, James & Walch, Joe, 2013. "Is a good elementary teacher always good? Assessing teacher performance estimates across subjects," Economics of Education Review, Elsevier, vol. 36(C), pages 216-228.
  6. Patten Priestley Mahler, 2017. "Are Teacher Pensions "Hazardous" for Schools?," Upjohn Working Papers 18-281, W.E. Upjohn Institute for Employment Research.
  7. Raj Chetty & John N. Friedman & Jonah E. Rockoff, 2011. "The Long-Term Impacts of Teachers: Teacher Value-Added and Student Outcomes in Adulthood," NBER Working Papers 17699, National Bureau of Economic Research, Inc.
  8. Nirav Mehta, 2019. "Measuring quality for use in incentive schemes: The case of “shrinkage” estimators," Quantitative Economics, Econometric Society, vol. 10(4), pages 1537-1577, November.
  9. Rothstein , Jesse, 2017. "Revisiting the Impacts of Teachers," Department of Economics, Working Paper Series qt5gq4j7kq, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
  10. Figlio, D. & Karbownik, K. & Salvanes, K.G., 2016. "Education Research and Administrative Data," Handbook of the Economics of Education,, Elsevier.
  11. Araujo, Maria Daniela & Heineck, Guido & Cruz Aguayo, Yyannu, 2020. "Does Test-Based Teacher Recruitment Work in the Developing World? Experimental Evidence from Ecuador," IZA Discussion Papers 13830, Institute of Labor Economics (IZA).
  12. Bratti, Massimiliano & Checchi, Daniele, 2013. "Re-testing PISA Students One Year Later: On School Value Added Estimation Using OECD-PISA," IZA Discussion Papers 7722, Institute of Labor Economics (IZA).
  13. Koedel, Cory & Mihaly, Kata & Rockoff, Jonah E., 2015. "Value-added modeling: A review," Economics of Education Review, Elsevier, vol. 47(C), pages 180-195.
  14. Dan Goldhaber & Duncan Chaplin, "undated". "Assessing the Rothstein Test: Does It Really Show Teacher Value-Added Models Are Biased?," Mathematica Policy Research Reports 77f489fc94a34a0e96a42c419, Mathematica Policy Research.
  15. Naven, Matthew, 2019. "Human-Capital Formation During Childhood and Adolescence: Evidence from School Quality and Postsecondary Success in California," MPRA Paper 97716, University Library of Munich, Germany.
  16. Alastair Muriel & Jeffrey Smith, 2011. "On Educational Performance Measures," Fiscal Studies, Institute for Fiscal Studies, vol. 32(2), pages 187-206, June.
  17. Serena Canaan & Antoine Deeb & Pierre Mouganie, 2022. "Adviser Value Added and Student Outcomes: Evidence from Randomly Assigned College Advisers," American Economic Journal: Economic Policy, American Economic Association, vol. 14(4), pages 151-191, November.
  18. Patrick Bayer & Stephen L. Ross, 2006. "Identifying Individual and Group Effects in the Presence of Sorting: A Neighborhood Effects Application," Working papers 2006-13, University of Connecticut, Department of Economics, revised Jan 2009.
  19. Nirav Mehta, 2019. "Measuring quality for use in incentive schemes: The case of “shrinkage” estimators," Quantitative Economics, Econometric Society, vol. 10(4), pages 1537-1577, November.
  20. Joshua M. Cowen & Marcus A. Winters, 2013. "Do Charters Retain Teachers Differently? Evidence from Elementary Schools in Florida," Education Finance and Policy, MIT Press, vol. 8(1), pages 14-42, January.
  21. Sean Corcoran & Dan Goldhaber, 2013. "Value Added and Its Uses: Where You Stand Depends on Where You Sit," Education Finance and Policy, MIT Press, vol. 8(3), pages 418-434, July.
  22. Meghir, Costas & Rivkin, Steven, 2011. "Econometric Methods for Research in Education," 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 1, pages 1-87, Elsevier.
  23. Rockoff, Jonah E. & Speroni, Cecilia, 2011. "Subjective and objective evaluations of teacher effectiveness: Evidence from New York City," Labour Economics, Elsevier, vol. 18(5), pages 687-696, October.
  24. Victor Lavy & Genia Rachkovski & Adi Boiko, 2023. "Effects and Mechanisms of CEO Quality in Public Education," The Economic Journal, Royal Economic Society, vol. 133(655), pages 2738-2774.
  25. repec:mpr:mprres:8000 is not listed on IDEAS
  26. Hinrichs, Peter, 2021. "What kind of teachers are schools looking for? Evidence from a randomized field experiment," Journal of Economic Behavior & Organization, Elsevier, vol. 186(C), pages 395-411.
  27. Raj Chetty & John N. Friedman & Jonah E. Rockoff, 2014. "Measuring the Impacts of Teachers I: Evaluating Bias in Teacher Value-Added Estimates," American Economic Review, American Economic Association, vol. 104(9), pages 2593-2632, September.
  28. Jesse Rothstein, 2015. "Teacher Quality Policy When Supply Matters," American Economic Review, American Economic Association, vol. 105(1), pages 100-130, January.
  29. Umut Özek & Zeyu Xu, 2019. "Misattribution of Teacher Value Added," Education Finance and Policy, MIT Press, vol. 14(1), pages 115-148, Winter.
  30. Godstime Osekhebhen Eigbiremolen, 2020. "Estimating Private School Premium for Primary School Children in Ethiopia: Evidence from Individual-level Panel Data," Progress in Development Studies, , vol. 20(1), pages 26-44, January.
  31. William E. Becker & Suzanne R. Becker, 2011. "Potpourri: Reflections from Husband/Wife Academic Editors," The American Economist, Sage Publications, vol. 56(2), pages 74-84, November.
  32. Joseph G. Altonji & Richard K. Mansfield, 2014. "Group-Average Observables as Controls for Sorting on Unobservables When Estimating Group Treatment Effects: the Case of School and Neighborhood Effects," NBER Working Papers 20781, National Bureau of Economic Research, Inc.
  33. Lindsay Fox, 2016. "Playing to Teachers’ Strengths: Using Multiple Measures of Teacher Effectiveness to Improve Teacher Assignments," Education Finance and Policy, MIT Press, vol. 11(1), pages 70-96, Winter.
  34. Koedel Cory & Leatherman Rebecca & Parsons Eric, 2012. "Test Measurement Error and Inference from Value-Added Models," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 12(1), pages 1-37, November.
  35. Susanna Loeb & Demetra Kalogrides & Tara Béteille, 2011. "Effective Schools: Teacher Hiring, Assignment, Development, and Retention," NBER Working Papers 17177, National Bureau of Economic Research, Inc.
  36. Cory Koedel & Mark Ehlert & Eric Parsons & Michael Podgursky, 2012. "Selecting Growth Measures for School and Teacher Evaluations," Working Papers 1210, Department of Economics, University of Missouri.
  37. Jonah E. Rockoff & Douglas O. Staiger & Thomas J. Kane & Eric S. Taylor, 2012. "Information and Employee Evaluation: Evidence from a Randomized Intervention in Public Schools," American Economic Review, American Economic Association, vol. 102(7), pages 3184-3213, December.
  38. Cassandra M. Guarino & Michelle Maxfield & Mark D. Reckase & Paul N. Thompson & Jeffrey M. Wooldridge, 2015. "An Evaluation of Empirical Bayes’s Estimation of Value-Added Teacher Performance Measures," Journal of Educational and Behavioral Statistics, , vol. 40(2), pages 190-222, April.
  39. Jeffrey Max & Steven Glazerman, 2014. "Do Disadvantaged Students Get Less Effective Teaching? Key Findings from Recent Institute of Education Sciences Studies (Evaluation Brief)," Mathematica Policy Research Reports a7da30900bb047038d31acd56, Mathematica Policy Research.
  40. Dieterle, Steven G., 2015. "Class-size reduction policies and the quality of entering teachers," Labour Economics, Elsevier, vol. 36(C), pages 35-47.
  41. Stacy, Brian, 2014. "Ranking Teachers when Teacher Value-Added is Heterogeneous Across Students," EconStor Preprints 104743, ZBW - Leibniz Information Centre for Economics.
  42. Schiltz, Fritz & Sestito, Paolo & Agasisti, Tommaso & De Witte, Kristof, 2018. "The added value of more accurate predictions for school rankings," Economics of Education Review, Elsevier, vol. 67(C), pages 207-215.
  43. Araujo P., Maria Daniela & Quis, Johanna Sophie, 2021. "Parents can tell! Evidence on classroom quality differences in German primary schools," BERG Working Paper Series 172, Bamberg University, Bamberg Economic Research Group.
  44. Stephen Lipscomb & Bing-ru Teh & Brian Gill & Hanley Chiang & Antoniya Owens, "undated". "Teacher and Principal Value-Added: Research Findings and Implementation Practices," Mathematica Policy Research Reports b024faae6179407da5b887263, Mathematica Policy Research.
  45. Jason A. Grissom & Demetra Kalogrides & Susanna Loeb, 2012. "Using Student Test Scores to Measure Principal Performance," NBER Working Papers 18568, National Bureau of Economic Research, Inc.
  46. Francesco Ferrante, 2017. "Assessing Quality in Higher Education: Some Caveats," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 131(2), pages 727-743, March.
  47. Diego Carrasco-Novoa & Sandro D´ıez-Amigo & Shino Takayama, 2021. "The Impact of Peers on Academic Performance: Theory and Evidence from a Natural Experiment," Discussion Papers Series 644, School of Economics, University of Queensland, Australia.
  48. Christopher D. Blake & Danna Kang Thomas & Joshua Hess, 2024. "Higher education: The impact of recreational marijuana on college applications," Contemporary Economic Policy, Western Economic Association International, vol. 42(2), pages 259-277, April.
  49. Strain, Michael R., 2013. "Single-sex classes & student outcomes: Evidence from North Carolina," Economics of Education Review, Elsevier, vol. 36(C), pages 73-87.
  50. Goldhaber, Dan & Krieg, John & Theobald, Roddy, 2020. "Effective like me? Does having a more productive mentor improve the productivity of mentees?," Labour Economics, Elsevier, vol. 63(C).
  51. Dan Goldhaber & Michael Hansen, 2013. "Is it Just a Bad Class? Assessing the Long-term Stability of Estimated Teacher Performance," Economica, London School of Economics and Political Science, vol. 80(319), pages 589-612, July.
  52. Jesse Rothstein, 2017. "Measuring the Impacts of Teachers: Comment," American Economic Review, American Economic Association, vol. 107(6), pages 1656-1684, June.
  53. Johan Coenen & Ilja Cornelisz & Wim Groot & Henriette Maassen van den Brink & Chris Van Klaveren, 2018. "Teacher Characteristics And Their Effects On Student Test Scores: A Systematic Review," Journal of Economic Surveys, Wiley Blackwell, vol. 32(3), pages 848-877, July.
  54. Jesse Rothstein, 2010. "Teacher Quality in Educational Production: Tracking, Decay, and Student Achievement," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(1), pages 175-214.
  55. Jason Abaluck & Mauricio Caceres Bravo & Peter Hull: & Amanda Starc, 2021. "Mortality Effects and Choice Across Private Health Insurance Plans," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 136(3), pages 1557-1610.
  56. Steven Dieterle, 2013. "Development Class-size Reduction Policies and the Quality of Entering Teachers," Edinburgh School of Economics Discussion Paper Series 224, Edinburgh School of Economics, University of Edinburgh.
  57. Simon Burgess, 2019. "Understanding teacher effectiveness to raise pupil attainment," IZA World of Labor, Institute of Labor Economics (IZA), pages 465-465, December.
  58. Canales, Andrea & Maldonado, Luis, 2018. "Teacher quality and student achievement in Chile: Linking teachers' contribution and observable characteristics," International Journal of Educational Development, Elsevier, vol. 60(C), pages 33-50.
  59. Steven Glazerman & Jeffrey Max, "undated". "Do Low-Income Students have Equal Access to the Highest-Performing Teachers? (Technical Appendix)," Mathematica Policy Research Reports ff5f30f9718f4bcd824b02893, Mathematica Policy Research.
  60. Nirav Mehta, 2014. "Targeting the Wrong Teachers: Estimating Teacher Quality for Use in Accountability Regimes," University of Western Ontario, Centre for Human Capital and Productivity (CHCP) Working Papers 20143, University of Western Ontario, Centre for Human Capital and Productivity (CHCP).
  61. Anna Holvio, 2022. "Impact of teacher content knowledge on student achievement in a low-income country," WIDER Working Paper Series wp-2022-23, World Institute for Development Economic Research (UNU-WIDER).
  62. Heikki Pursiainen & Mika Kortelainen & Jenni Pääkkönen, 2014. "Impact of School Quality on Educational Attainment - Evidence from Finnish High Schools," ERSA conference papers ersa14p711, European Regional Science Association.
  63. Santiago Pereda-Fernández, 2017. "Social Spillovers in the Classroom: Identification, Estimation and Policy Analysis," Economica, London School of Economics and Political Science, vol. 84(336), pages 712-747, October.
  64. repec:mpr:mprres:7333 is not listed on IDEAS
  65. Horoi, Irina & Ost, Ben, 2015. "Disruptive peers and the estimation of teacher value added," Economics of Education Review, Elsevier, vol. 49(C), pages 180-192.
  66. repec:mpr:mprres:6956 is not listed on IDEAS
  67. Lex Borghans & Ron Diris, 2014. "Allocating Instruction Time: How Language Instruction Can Affect Multiple Skills," Journal of Human Capital, University of Chicago Press, vol. 8(2), pages 161-198.
  68. repec:mpr:mprres:6941 is not listed on IDEAS
  69. J. R. Lockwood & Daniel F. McCaffrey, 2014. "Correcting for Test Score Measurement Error in ANCOVA Models for Estimating Treatment Effects," Journal of Educational and Behavioral Statistics, , vol. 39(1), pages 22-52, February.
  70. Jason A. Grissom & Brendan Bartanen, 2022. "Potential Race and Gender Biases in High‐Stakes Teacher Observations," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 41(1), pages 131-161, January.
  71. Roberto V. Penaloza & Mark Berends, 2022. "The Mechanics of Treatment-effect Estimate Bias for Nonexperimental Data," Sociological Methods & Research, , vol. 51(1), pages 165-202, February.
  72. Hermann, Zoltán & Horváth, Hedvig, 2022. "Tanári eredményesség és tanár-diák összepárosítás az általános iskolákban. Empirikus mintázatok három magyarországi tankerület adatai alapján [Teacher effectiveness and teacher-student matching in ," Közgazdasági Szemle (Economic Review - monthly of the Hungarian Academy of Sciences), Közgazdasági Szemle Alapítvány (Economic Review Foundation), vol. 0(11), pages 1377-1406.
  73. J. R. Lockwood & Daniel F. McCaffrey, 2019. "Impact Evaluation Using Analysis of Covariance With Error-Prone Covariates That Violate Surrogacy," Evaluation Review, , vol. 43(6), pages 335-369, December.
  74. Araujo P., María Daniela & Quis, Johanna Sophie, 2021. "Teacher Effects in Germany: Evidence from Elementary School," VfS Annual Conference 2021 (Virtual Conference): Climate Economics 242457, Verein für Socialpolitik / German Economic Association.
  75. Audrey Amrein-Beardsley & Tray Geiger, 2020. "Methodological Concerns About the Education Value-Added Assessment System (EVAAS): Validity, Reliability, and Bias," SAGE Open, , vol. 10(2), pages 21582440209, May.
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