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The STEM Next Door: Early Exposure to Science-Trained Neighbors and Long-Run Outcomes

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  • Petter Lundborg
  • Adrian Nieto

Abstract

We examine how early exposure to STEM professionals in the local neighborhood shapes children’s long run educational and labor market outcomes. To identify causal effects, we use Swedish register data and several sources of variation in exposure to STEM qualified neighbors measured at the 100 by 100 meter grid. Exposure during compulsory education raises children’s math performance, and evidence points to social ties as the main channel. It also increases the presence of boys and girls in science programs in high school and university, but mainly boys are more likely to complete a STEM bachelor degree. This gender gap persists into adulthood: STEM employment and earnings rise predominantly for boys. The results show that high skill professionals can serve as community based informal role models and that neighbors can shape long run educational and labor market trajectories.

Suggested Citation

  • Petter Lundborg & Adrian Nieto, 2026. "The STEM Next Door: Early Exposure to Science-Trained Neighbors and Long-Run Outcomes," CESifo Working Paper Series 12955, CESifo.
    • Handle: RePEc:ces:ceswps:_12955
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    1. Jonas Tungodden & Alexander Willén, 2023. "When Parents Decide: Gender Differences in Competitiveness," Journal of Political Economy, University of Chicago Press, vol. 131(3), pages 751-801.
    2. Julia Philipp, 2023. "Gendered university major choice: the role of intergenerational transmission," Journal of Population Economics, Springer;European Society for Population Economics, vol. 36(2), pages 1049-1097, April.
    3. Helena Holmlund & Mikael Lindahl & Erik Plug, 2011. "The Causal Effect of Parents' Schooling on Children's Schooling: A Comparison of Estimation Methods," Journal of Economic Literature, American Economic Association, vol. 49(3), pages 615-651, September.
    4. Stephen Gibbons & Olmo Silva & Felix Weinhardt, 2013. "Everybody Needs Good Neighbours? Evidence from Students’ Outcomes in England," Economic Journal, Royal Economic Society, vol. 123, pages 831-874, September.
    5. Michael Dinerstein & Rigissa Megalokonomou & Constantine Yannelis, 2022. "Human Capital Depreciation and Returns to Experience," American Economic Review, American Economic Association, vol. 112(11), pages 3725-3762, November.
    6. Sandra E. Black & Paul J. Devereux & Kjell G. Salvanes, 2005. "Why the Apple Doesn't Fall Far: Understanding Intergenerational Transmission of Human Capital," American Economic Review, American Economic Association, vol. 95(1), pages 437-449, March.
    7. Michela Carlana, 2019. "Implicit Stereotypes: Evidence from Teachers’ Gender Bias," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(3), pages 1163-1224.
    8. Michael S. Kofoed & Elizabeth mcGovney, 2019. "The Effect of Same-Gender or Same-Race Role Models on Occupation Choice: Evidence from Randomly Assigned Mentors at West Point," Journal of Human Resources, University of Wisconsin Press, vol. 54(2), pages 430-467.
    9. Kim-Sau Chung, 2000. "Role Models and Arguments for Affirmative Action," American Economic Review, American Economic Association, vol. 90(3), pages 640-648, June.
    10. Bietenbeck, Jan & Irmert, Natalie & Sepahvand, Mohammad H., 2023. "Teacher quality and cross-country differences in learning in francophone Sub-Saharan Africa," Economics of Education Review, Elsevier, vol. 96(C).
    11. Scott E. Carrell & Marianne E. Page & James E. West, 2010. "Sex and Science: How Professor Gender Perpetuates the Gender Gap," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(3), pages 1101-1144.
    12. Dominique Goux & Eric Maurin, 2007. "Close Neighbours Matter: Neighbourhood Effects on Early Performance at School," Economic Journal, Royal Economic Society, vol. 117(523), pages 1193-1215, October.
    13. Thomas S. Dee, 2005. "A Teacher Like Me: Does Race, Ethnicity, or Gender Matter?," American Economic Review, American Economic Association, vol. 95(2), pages 158-165, May.
    14. Erik Plug, 2004. "Estimating the Effect of Mother's Schooling on Children's Schooling Using a Sample of Adoptees," American Economic Review, American Economic Association, vol. 94(1), pages 358-368, March.
    15. Philipp, Julia, 2023. "Gendered university major choice: the role of intergenerational transmission," LSE Research Online Documents on Economics 115195, London School of Economics and Political Science, LSE Library.
    16. Catherine Porter & Danila Serra, 2020. "Gender Differences in the Choice of Major: The Importance of Female Role Models," American Economic Journal: Applied Economics, American Economic Association, vol. 12(3), pages 226-254, July.
    17. Jaegeum Lim & Jonathan Meer, 2020. "Persistent Effects of Teacher–Student Gender Matches," Journal of Human Resources, University of Wisconsin Press, vol. 55(3), pages 809-835.
    18. Julie Riise & Barton Willage & Alexander Willen, 2022. "Can Female Doctors Cure the Gender STEMM Gap? Evidence from Exogenously Assigned General Practitioners," The Review of Economics and Statistics, MIT Press, vol. 104(4), pages 621-635, October.
    19. Raj Chetty & John N. Friedman & Jonah E. Rockoff, 2014. "Measuring the Impacts of Teachers II: Teacher Value-Added and Student Outcomes in Adulthood," American Economic Review, American Economic Association, vol. 104(9), pages 2633-2679, September.
    20. Christine Mulhern, 2023. "Beyond Teachers: Estimating Individual School Counselors' Effects on Educational Attainment," American Economic Review, American Economic Association, vol. 113(11), pages 2846-2893, November.
    21. 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.
    22. Raj Chetty & Nathaniel Hendren, 2018. "The Impacts of Neighborhoods on Intergenerational Mobility I: Childhood Exposure Effects," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(3), pages 1107-1162.
    23. Isaac M. Opper, 2019. "Does Helping John Help Sue? Evidence of Spillovers in Education," American Economic Review, American Economic Association, vol. 109(3), pages 1080-1115, March.
    24. Jens Ludwig & Greg J. Duncan & Lisa A. Gennetian & Lawrence F. Katz & Ronald C. Kessler & Jeffrey R. Kling & Lisa Sanbonmatsu, 2013. "Long-Term Neighborhood Effects on Low-Income Families: Evidence from Moving to Opportunity," American Economic Review, American Economic Association, vol. 103(3), pages 226-231, May.
    25. Stephen B. Billings & Mark Hoekstra, 2023. "The Effect of School and Neighborhood Peers on Achievement, Misbehavior, and Adult Crime," Journal of Labor Economics, University of Chicago Press, vol. 41(3), pages 643-685.
    26. Raj Chetty & Nathaniel Hendren & Patrick Kline & Emmanuel Saez, 2014. "Where is the land of Opportunity? The Geography of Intergenerational Mobility in the United States," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(4), pages 1553-1623.
    27. Florian Hoffmann & Philip Oreopoulos, 2009. "A Professor Like Me: The Influence of Instructor Gender on College Achievement," Journal of Human Resources, University of Wisconsin Press, vol. 44(2).
    28. Steven G. Rivkin & Eric A. Hanushek & John F. Kain, 2005. "Teachers, Schools, and Academic Achievement," Econometrica, Econometric Society, vol. 73(2), pages 417-458, March.
    29. Eric P. Bettinger & Bridget Terry Long, 2005. "Do Faculty Serve as Role Models? The Impact of Instructor Gender on Female Students," American Economic Review, American Economic Association, vol. 95(2), pages 152-157, May.
    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. C. Kirabo Jackson, 2018. "What Do Test Scores Miss? The Importance of Teacher Effects on Non–Test Score Outcomes," Journal of Political Economy, University of Chicago Press, vol. 126(5), pages 2072-2107.
    32. Adam Altmejd & Andrés Barrios-Fernández & Marin Drlje & Joshua Goodman & Michael Hurwitz & Dejan Kovac & Christine Mulhern & Christopher Neilson & Jonathan Smith, 2021. "O Brother, Where Start Thou? Sibling Spillovers on College and Major Choice in Four Countries," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 136(3), pages 1831-1886.
    33. Jiafeng Chen & Jonathan Roth, 2024. "Logs with Zeros? Some Problems and Solutions," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 139(2), pages 891-936.
    34. Olof Åslund & Per-Anders Edin & Peter Fredriksson & Hans Grönqvist, 2011. "Peers, Neighborhoods, and Immigrant Student Achievement: Evidence from a Placement Policy," American Economic Journal: Applied Economics, American Economic Association, vol. 3(2), pages 67-95, April.
    35. Raj Chetty & Nathaniel Hendren & Lawrence F. Katz, 2016. "The Effects of Exposure to Better Neighborhoods on Children: New Evidence from the Moving to Opportunity Experiment," American Economic Review, American Economic Association, vol. 106(4), pages 855-902, April.
    36. Lerchenmueller, Marc J. & Sorenson, Olav, 2018. "The gender gap in early career transitions in the life sciences," Research Policy, Elsevier, vol. 47(6), pages 1007-1017.
    37. Andrés Barrios-Fernández, 2022. "Neighbors' Effects on University Enrollment," American Economic Journal: Applied Economics, American Economic Association, vol. 14(3), pages 30-60, July.
    38. Jan Bietenbeck & Marc Piopiunik & Simon Wiederhold, 2018. "Africa’s Skill Tragedy: Does Teachers’ Lack of Knowledge Lead to Low Student Performance?," Journal of Human Resources, University of Wisconsin Press, vol. 53(3), pages 553-578.
    39. Callaway, Brantly & Sant’Anna, Pedro H.C., 2021. "Difference-in-Differences with multiple time periods," Journal of Econometrics, Elsevier, vol. 225(2), pages 200-230.
    40. Pedro Carneiro & Costas Meghir & Matthias Parey, 2013. "Maternal Education, Home Environments, And The Development Of Children And Adolescents," Journal of the European Economic Association, European Economic Association, vol. 11, pages 123-160, January.
    41. Thomas S. Dee, 2004. "Teachers, Race, and Student Achievement in a Randomized Experiment," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 195-210, February.
    42. Petter Lundborg & Anton Nilsson & Dan-Olof Rooth, 2014. "Parental Education and Offspring Outcomes: Evidence from the Swedish Compulsory School Reform," American Economic Journal: Applied Economics, American Economic Association, vol. 6(1), pages 253-278, January.
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    JEL classification:

    • I2 - Health, Education, and Welfare - - Education
    • J2 - Labor and Demographic Economics - - Demand and Supply of Labor
    • J3 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs
    • O3 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights

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