IDEAS home Printed from https://ideas.repec.org/a/spr/jopoec/v33y2020i2d10.1007_s00148-019-00745-6.html
   My bibliography  Save this article

Unlucky to be young? The long-term effects of school starting age on smoking behavior and health

Author

Listed:
  • Michael Bahrs

    (Universität Hamburg)

  • Mathias Schumann

    (Universität Hamburg)

Abstract

The literature on school entry laws has shown that relative school starting age affects smoking behavior and health in adolescence, yet it remains unclear whether these effects persist into adulthood. Filling this gap, we analyze the long-term effects of relative school starting age on smoking behavior and health in adulthood. This study employs a fuzzy regression discontinuity design, using school entry rules combined with birth month as an instrument for school starting age. The analysis adopts data from the German Socio-Economic Panel. The results reveal that an increase in relative school starting age significantly reduces the long-term risk of smoking, improves long-term health, and affects physical rather than mental health. Several robustness checks confirm these results. In addition, we present suggestive evidence that the relative age composition of peers and the school environment are important mechanisms.

Suggested Citation

  • Michael Bahrs & Mathias Schumann, 2020. "Unlucky to be young? The long-term effects of school starting age on smoking behavior and health," Journal of Population Economics, Springer;European Society for Population Economics, vol. 33(2), pages 555-600, April.
    • Handle: RePEc:spr:jopoec:v:33:y:2020:i:2:d:10.1007_s00148-019-00745-6
    DOI: 10.1007/s00148-019-00745-6
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s00148-019-00745-6
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.
    File URL: https://libkey.io/10.1007/s00148-019-00745-6?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Kaestner, Robert, 2016. "Do `Skills Beget Skills'? Evidence on the effect of kindergarten entrance age on the evolution of cognitive and non-cognitive skill gaps in childhoodAuthor-Name: Lubotsky, Darren," Economics of Education Review, Elsevier, vol. 53(C), pages 194-206.
    2. Anger, Silke & Kvasnicka, Michael & Siedler, Thomas, 2011. "One last puff? Public smoking bans and smoking behavior," Journal of Health Economics, Elsevier, vol. 30(3), pages 591-601, May.
    3. Sacerdote, Bruce, 2011. "Peer Effects in Education: How Might They Work, How Big Are They and How Much Do We Know Thus Far?," 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 4, pages 249-277, Elsevier.
    4. Godard, Mathilde, 2016. "Gaining weight through retirement? Results from the SHARE survey," Journal of Health Economics, Elsevier, vol. 45(C), pages 27-46.
    5. Rashmi Barua & Kevin Lang, 2016. "School Entry, Educational Attainment, and Quarter of Birth: A Cautionary Tale of a Local Average Treatment Effect," Journal of Human Capital, University of Chicago Press, vol. 10(3), pages 347-376.
    6. Charles F. Manski, 1993. "Identification of Endogenous Social Effects: The Reflection Problem," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 60(3), pages 531-542.
    7. David S. Lee & Thomas Lemieux, 2010. "Regression Discontinuity Designs in Economics," Journal of Economic Literature, American Economic Association, vol. 48(2), pages 281-355, June.
    8. Imbens, Guido W. & Lemieux, Thomas, 2008. "Regression discontinuity designs: A guide to practice," Journal of Econometrics, Elsevier, vol. 142(2), pages 615-635, February.
    9. Marcus, Jan, 2013. "The Effect of Unemployment on the Mental Health of Spouses – Evidence from plant closures in Germany," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 32(3), pages 546-558.
    10. Matthias Nübling & Hanfried H. Andersen & Axel Mühlbacher & Jürgen Schupp & Gert G. Wagner, 2007. "Computation of Standard Values for Physical and Mental Health Scale Scores Using the SOEP Version of SF12v2," Schmollers Jahrbuch : Journal of Applied Social Science Studies / Zeitschrift für Wirtschafts- und Sozialwissenschaften, Duncker & Humblot, Berlin, vol. 127(1), pages 171-182.
    11. Peter Fredriksson & Björn Öckert, 2014. "Life‐cycle Effects of Age at School Start," Economic Journal, Royal Economic Society, vol. 124(579), pages 977-1004, September.
    12. Anderson, Patricia M. & Butcher, Kristin F. & Cascio, Elizabeth U. & Schanzenbach, Diane Whitmore, 2011. "Is being in school better? The impact of school on children's BMI when starting age is endogenous," Journal of Health Economics, Elsevier, vol. 30(5), pages 977-986.
    13. Dhuey, Elizabeth & Lipscomb, Stephen, 2008. "What makes a leader? Relative age and high school leadership," Economics of Education Review, Elsevier, vol. 27(2), pages 173-183, April.
    14. Sandra E. Black & Paul J. Devereux & Kjell G. Salvanes, 2011. "Too Young to Leave the Nest? The Effects of School Starting Age," The Review of Economics and Statistics, MIT Press, vol. 93(2), pages 455-467, May.
    15. Silke Anger & Daniel D. Schnitzlein, 2017. "Cognitive skills, non-cognitive skills, and family background: evidence from sibling correlations," Journal of Population Economics, Springer;European Society for Population Economics, vol. 30(2), pages 591-620, April.
    16. Edward C. Norton & Richard C. Lindrooth & Susan T. Ennett, 1998. "Controlling for the endogeneity of peer substance use on adolescent alcohol and tobacco use," Health Economics, John Wiley & Sons, Ltd., vol. 7(5), pages 439-453, August.
    17. McAdams, John M., 2016. "The effect of school starting age policy on crime: Evidence from U.S. microdata," Economics of Education Review, Elsevier, vol. 54(C), pages 227-241.
    18. World Health Organization, 2015. "WHO report on the global tobacco epidemic, 2015: Raising taxes on tobacco," University of California at San Francisco, Center for Tobacco Control Research and Education qt1fh1f32m, Center for Tobacco Control Research and Education, UC San Francisco.
    19. Eibich, Peter, 2015. "Understanding the Effect of Retirement on Health: Mechanisms and Heterogeneity," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 43, pages 1-12.
    20. Jürges, Hendrik & Reinhold, Steffen & Salm, Martin, 2011. "Does schooling affect health behavior? Evidence from the educational expansion in Western Germany," Economics of Education Review, Elsevier, vol. 30(5), pages 862-872, October.
    21. Laura M. Argys & Daniel I. Rees, 2008. "Searching for Peer Group Effects: A Test of the Contagion Hypothesis," The Review of Economics and Statistics, MIT Press, vol. 90(3), pages 442-458, August.
    22. Dobkin, Carlos & Ferreira, Fernando, 2010. "Do school entry laws affect educational attainment and labor market outcomes?," Economics of Education Review, Elsevier, vol. 29(1), pages 40-54, February.
    23. Nam, Kigon, 2014. "Until when does the effect of age on academic achievement persist? Evidence from Korean data," Economics of Education Review, Elsevier, vol. 40(C), pages 106-122.
    24. Christian Dustmann & Patrick A. Puhani & Uta Schönberg, 2017. "The Long‐term Effects of Early Track Choice," Economic Journal, Royal Economic Society, vol. 127(603), pages 1348-1380, August.
    25. Kelly Bedard & Elizabeth Dhuey, 2006. "The Persistence of Early Childhood Maturity: International Evidence of Long-Run Age Effects," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(4), pages 1437-1472.
    26. Joshua D. Angrist & Alan B. Keueger, 1991. "Does Compulsory School Attendance Affect Schooling and Earnings?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(4), pages 979-1014.
    27. Patrick J. McEwan & Joseph S. Shapiro, 2008. "The Benefits of Delayed Primary School Enrollment: Discontinuity Estimates Using Exact Birth Dates," Journal of Human Resources, University of Wisconsin Press, vol. 43(1).
    28. Todd E. Elder & Darren H. Lubotsky, 2009. "Kindergarten Entrance Age and Children’s Achievement: Impacts of State Policies, Family Background, and Peers," Journal of Human Resources, University of Wisconsin Press, vol. 44(3).
    29. Schwandt, Hannes & Wuppermann, Amelie, 2016. "The youngest get the pill: ADHD misdiagnosis in Germany, its regional correlates and international comparison," Labour Economics, Elsevier, vol. 43(C), pages 72-86.
    30. Hahn, Jinyong & Todd, Petra & Van der Klaauw, Wilbert, 2001. "Identification and Estimation of Treatment Effects with a Regression-Discontinuity Design," Econometrica, Econometric Society, vol. 69(1), pages 201-209, January.
    31. Evans, William N. & Morrill, Melinda S. & Parente, Stephen T., 2010. "Measuring inappropriate medical diagnosis and treatment in survey data: The case of ADHD among school-age children," Journal of Health Economics, Elsevier, vol. 29(5), pages 657-673, September.
    32. Eide, Eric R. & Showalter, Mark H., 2001. "The effect of grade retention on educational and labor market outcomes," Economics of Education Review, Elsevier, vol. 20(6), pages 563-576, December.
    33. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769.
    34. Jonathan Gruber & Jonathan Zinman, 2000. "Youth Smoking in the U.S.: Evidence and Implications," NBER Working Papers 7780, National Bureau of Economic Research, Inc.
    35. Douglas Staiger & James H. Stock, 1997. "Instrumental Variables Regression with Weak Instruments," Econometrica, Econometric Society, vol. 65(3), pages 557-586, May.
    36. Fertig, Michael & Kluve, Jochen, 2005. "The Effect of Age at School Entry on Educational Attainment in Germany," IZA Discussion Papers 1507, Institute of Labor Economics (IZA).
    37. Alejandro Gaviria & Steven Raphael, 2001. "School-Based Peer Effects And Juvenile Behavior," The Review of Economics and Statistics, MIT Press, vol. 83(2), pages 257-268, May.
    38. Chorniy, Anna & Kitashima, Leah, 2016. "Sex, drugs, and ADHD: The effects of ADHD pharmacological treatment on teens' risky behaviors," Labour Economics, Elsevier, vol. 43(C), pages 87-105.
    39. Gregor Pfeifer & Mirjam Reutter & Kristina Strohmaier, 2020. "Goodbye Smokers’ Corner: Health Effects of School Smoking Bans," Journal of Human Resources, University of Wisconsin Press, vol. 55(3), pages 1068-1104.
    40. Mühlenweg, Andrea & Blomeyer, Dorothea & Stichnoth, Holger & Laucht, Manfred, 2012. "Effects of age at school entry (ASE) on the development of non-cognitive skills: Evidence from psychometric data," Economics of Education Review, Elsevier, vol. 31(3), pages 68-76.
    41. Dalsgaard, Søren & Humlum, Maria Knoth & Nielsen, Helena Skyt & Simonsen, Marianne, 2012. "Relative standards in ADHD diagnoses: The role of specialist behavior," Economics Letters, Elsevier, vol. 117(3), pages 663-665.
    42. Andrea M. Mühlenweg & Patrick A. Puhani, 2010. "The Evolution of the School-Entry Age Effect in a School Tracking System," Journal of Human Resources, University of Wisconsin Press, vol. 45(2).
    43. Hendrik Jürges & Kerstin Schneider, 2007. "What can go wrong will go wrong: Birthday effects and early tracking in the German school system," MEA discussion paper series 07138, Munich Center for the Economics of Aging (MEA) at the Max Planck Institute for Social Law and Social Policy.
    44. Gert G. Wagner & Joachim R. Frick & Jürgen Schupp, 2007. "The German Socio-Economic Panel Study (SOEP) – Scope, Evolution and Enhancements," Schmollers Jahrbuch : Journal of Applied Social Science Studies / Zeitschrift für Wirtschafts- und Sozialwissenschaften, Duncker & Humblot, Berlin, vol. 127(1), pages 139-169.
    45. Robertson, Erin, 2011. "The effects of quarter of birth on academic outcomes at the elementary school level," Economics of Education Review, Elsevier, vol. 30(2), pages 300-311, April.
    46. Poh Lin Tan, 2017. "The impact of school entry laws on female education and teenage fertility," Journal of Population Economics, Springer;European Society for Population Economics, vol. 30(2), pages 503-536, April.
    47. repec:zbw:rwidps:0027 is not listed on IDEAS
    48. Biewen, Martin & Tapalaga, Madalina, 2017. "Life-cycle educational choices in a system with early tracking and ‘second chance’ options," Economics of Education Review, Elsevier, vol. 56(C), pages 80-94.
    49. Chorniy, Anna, 2016. "Sex, Drugs, and ADHD: The Effects of ADHD Pharmacological Treatment on Teens' Risky Behaviors," VfS Annual Conference 2016 (Augsburg): Demographic Change 145766, Verein für Socialpolitik / German Economic Association.
    50. Fletcher, Jason & Kim, Taehoon, 2016. "The effects of changes in kindergarten entry age policies on educational achievement," Economics of Education Review, Elsevier, vol. 50(C), pages 45-62.
    51. Elder, Todd E., 2010. "The importance of relative standards in ADHD diagnoses: Evidence based on exact birth dates," Journal of Health Economics, Elsevier, vol. 29(5), pages 641-656, September.
    52. Powell, Lisa M. & Tauras, John A. & Ross, Hana, 2005. "The importance of peer effects, cigarette prices and tobacco control policies for youth smoking behavior," Journal of Health Economics, Elsevier, vol. 24(5), pages 950-968, September.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Levasseur, Pierre, 2022. "School starting age and nutritional outcomes: Evidence from Brazil," Economics & Human Biology, Elsevier, vol. 45(C).
    2. Yoosik Shin, 2023. "School starting age policy and students' risky health behaviors," Health Economics, John Wiley & Sons, Ltd., vol. 32(11), pages 2446-2459, November.
    3. Pierre Levasseur, 2022. "School starting age and nutritional outcomes: Evidence from Brazil," Post-Print hal-03511976, HAL.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Bahrs, Michael & Schumann, Mathias, 2016. "Unlucky to Be Young? The Long-Term Effects of School Starting Age on Smoking Behaviour and Health," hche Research Papers 13, University of Hamburg, Hamburg Center for Health Economics (hche).
    2. Peña, Pablo A., 2020. "Relative age and investment in human capital," Economics of Education Review, Elsevier, vol. 78(C).
    3. Guo, Chuanyi & Wang, Xuening & Meng, Chen, 2023. "Does the early bird catch the worm? Evidence and interpretation on the long-term impact of school entry age in China," China Economic Review, Elsevier, vol. 77(C).
    4. Goncalo Lima & Luis Catela Nunes & Ana Balcao Reis & Maria do Carmo Seabra, 2022. "No country for young kids? The effects of school starting age throughout childhood and beyond," Nova SBE Working Paper Series wp639, Universidade Nova de Lisboa, Nova School of Business and Economics.
    5. Görlitz, Katja & Penny, Merlin & Tamm, Marcus, 2022. "The long-term effect of age at school entry on cognitive competencies in adulthood," Journal of Economic Behavior & Organization, Elsevier, vol. 194(C), pages 91-104.
    6. Jill Furzer & Elizabeth Dhuey & Audrey Laporte, 2022. "ADHD misdiagnosis: Causes and mitigators," Health Economics, John Wiley & Sons, Ltd., vol. 31(9), pages 1926-1953, September.
    7. Persson, Petra & Qiu, Xinyao & Rossin-Slater, Maya, 2021. "Family Spillover Effects of Marginal Diagnoses: The Case of ADHD," IZA Discussion Papers 14020, Institute of Labor Economics (IZA).
    8. Peña, Pablo A., 2017. "Creating winners and losers: Date of birth, relative age in school, and outcomes in childhood and adulthood," Economics of Education Review, Elsevier, vol. 56(C), pages 152-176.
    9. YAMAGUCHI Shintaro & ITO Hirotake & NAKAMURO Makiko, 2020. "Month-of-Birth Effects on Skills and Skill Formation," Discussion papers 20079, Research Institute of Economy, Trade and Industry (RIETI).
    10. Yoosik Shin, 2023. "School starting age policy and students' risky health behaviors," Health Economics, John Wiley & Sons, Ltd., vol. 32(11), pages 2446-2459, November.
    11. Oosterbeek, Hessel & ter Meulen, Simon & van der Klaauw, Bas, 2021. "Long-term effects of school-starting-age rules," Economics of Education Review, Elsevier, vol. 84(C).
    12. Persson, Petra & Qiu, Xinyao & Rossin-Slater, Maya, 2021. "Family Spillover Effects of Marginal Diagnoses: The Case of ADHD," CEPR Discussion Papers 15660, C.E.P.R. Discussion Papers.
    13. Hieu T. M. Nguyen & Blane D. Lewis, 2020. "Teenage Marriage and Motherhood in Vietnam: The Negative Effects of Starting School Early," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 39(4), pages 739-762, August.
    14. Claire Crawford & Lorraine Dearden & Ellen Greaves, 2014. "The drivers of month-of-birth differences in children's cognitive and non-cognitive skills," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 177(4), pages 829-860, October.
    15. Daniel Rakotomalala, 2020. "The effects of age on educational performances at the end of primary school : cross-sectional and regression discontinuity approach applications from Reunion Island," TEPP Working Paper 2020-06, TEPP.
    16. Shintaro Yamaguchi & Hirotake Ito & Makiko Nakamuro, 2020. "Month-of-Birth Effects on Skills and Skill Formation," RF Berlin - CReAM Discussion Paper Series 2015, Rockwool Foundation Berlin (RF Berlin) - Centre for Research and Analysis of Migration (CReAM).
    17. Daniel Rakotomalala, 2021. "The effects of age on educational performances at the end of primary school : cross-sectional and regression discontinuity approach applications from Reunion Island," Working Papers hal-03243392, HAL.
    18. Fumarco, L. & Baert, S. & Sarracino, F., 2020. "Younger, dissatisfied, and unhealthy – Relative age in adolescence," Economics & Human Biology, Elsevier, vol. 37(C).
    19. Görlitz, Katja & Penny, Merlin & Tamm, Marcus, 2019. "The long-term effect of age at school entry on competencies in adulthood," Ruhr Economic Papers 792, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    20. Yamaguchi, Shintaro & Ito, Hirotake & Nakamuro, Makiko, 2023. "Month-of-Birth Effects on Skills and Skill Formation," IZA Discussion Papers 15895, Institute of Labor Economics (IZA).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:jopoec:v:33:y:2020:i:2:d:10.1007_s00148-019-00745-6. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.