IDEAS home Printed from https://ideas.repec.org/a/eee/econom/v238y2024i1s0304407623002968.html
   My bibliography  Save this article

Mental health and abortions among young women: time-varying unobserved heterogeneity, health behaviors, and risky decisions

Author

Listed:
  • Janys, Lena
  • Siflinger, Bettina

Abstract

In this paper, we provide causal evidence on abortions and risky health behaviors as determinants of mental health development among young women. Using administrative in- and outpatient records from Sweden, we apply a novel grouped fixed-effects estimator proposed by Bonhomme and Manresa (2015) to allow for time-varying unobserved heterogeneity. We show that the positive association obtained from standard estimators shrinks to zero once we control for grouped unobserved heterogeneity that varies across ages. We estimate the group profiles of unobserved heterogeneity, which reflect differences in unobserved risk to be diagnosed with a mental health condition. In addition, we analyze mental health development and risky health behaviors other than unintended pregnancies across groups. Our results suggest that these are determined by the same type of unobserved heterogeneity, which we attribute to the same unobserved process of decision-making. We develop and estimate a theoretical model of risky choices and mental health that is consistent with our empirical results. In the model, mental health disparity across groups is generated by different degrees of self-control problems. Our findings imply that mental health concerns cannot be used to justify restrictive abortion policies.

Suggested Citation

  • Janys, Lena & Siflinger, Bettina, 2024. "Mental health and abortions among young women: time-varying unobserved heterogeneity, health behaviors, and risky decisions," Journal of Econometrics, Elsevier, vol. 238(1).
  • Handle: RePEc:eee:econom:v:238:y:2024:i:1:s0304407623002968
    DOI: 10.1016/j.jeconom.2023.105580
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0304407623002968
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jeconom.2023.105580?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. Fischer, Stefanie & Royer, Heather & White, Corey, 2018. "The impacts of reduced access to abortion and family planning services on abortions, births, and contraceptive purchases," Journal of Public Economics, Elsevier, vol. 167(C), pages 43-68.
    2. Elizabeth Oltmans Ananat & Jonathan Gruber & Phillip Levine, 2007. "Abortion Legalization and Life-Cycle Fertility," Journal of Human Resources, University of Wisconsin Press, vol. 42(2).
    3. In Choi & Hanbat Jeong, 2019. "Model selection for factor analysis: Some new criteria and performance comparisons," Econometric Reviews, Taylor & Francis Journals, vol. 38(6), pages 577-596, July.
    4. Moser, Petra & Biasi, Barbara & Dahl, Michael S, 2021. "Career Effects of Mental Health," CEPR Discussion Papers 16401, C.E.P.R. Discussion Papers.
    5. Matthias Sutter & Martin G. Kocher & Daniela Glätzle-Rützler & Stefan T. Trautmann, 2013. "Impatience and Uncertainty: Experimental Decisions Predict Adolescents' Field Behavior," American Economic Review, American Economic Association, vol. 103(1), pages 510-531, February.
    6. Phillip B. Levine, 2001. "The Sexual Activity and Birth-Control Use of American Teenagers," NBER Chapters, in: Risky Behavior among Youths: An Economic Analysis, pages 167-218, National Bureau of Economic Research, Inc.
    7. Matthew Rabin & Ted O'Donoghue, 1999. "Doing It Now or Later," American Economic Review, American Economic Association, vol. 89(1), pages 103-124, March.
    8. Jushan Bai & Serena Ng, 2002. "Determining the Number of Factors in Approximate Factor Models," Econometrica, Econometric Society, vol. 70(1), pages 191-221, January.
    9. Stéphane Bonhomme & Elena Manresa, 2015. "Grouped Patterns of Heterogeneity in Panel Data," Econometrica, Econometric Society, vol. 83(3), pages 1147-1184, May.
    10. Kearney, Melissa S. & Levine, Phillip B., 2015. "Investigating recent trends in the U.S. teen birth rate," Journal of Health Economics, Elsevier, vol. 41(C), pages 15-29.
    11. Ted O'Donoghue & Matthew Rabin, 2001. "Risky Behavior among Youths: Some Issues from Behavioral Economics," NBER Chapters, in: Risky Behavior among Youths: An Economic Analysis, pages 29-68, National Bureau of Economic Research, Inc.
    12. Hyungsik Roger Moon & Martin Weidner, 2015. "Linear Regression for Panel With Unknown Number of Factors as Interactive Fixed Effects," Econometrica, Econometric Society, vol. 83(4), pages 1543-1579, July.
    13. Elizabeth Oltmans Ananat & Jonathan Gruber & Phillip B. Levine & Douglas Staiger, 2009. "Abortion and Selection," The Review of Economics and Statistics, MIT Press, vol. 91(1), pages 124-136, February.
    14. Emily Cuddy & Janet Currie, 2020. "Rules vs. Discretion: Treatment of Mental Illness in U.S. Adolescents," NBER Working Papers 27890, National Bureau of Economic Research, Inc.
    15. Lex Borghans & Angela Lee Duckworth & James J. Heckman & Bas ter Weel, 2008. "The Economics and Psychology of Personality Traits," Journal of Human Resources, University of Wisconsin Press, vol. 43(4).
    16. Caitlin Knowles Myers, 2017. "The Power of Abortion Policy: Reexamining the Effects of Young Women’s Access to Reproductive Control," Journal of Political Economy, University of Chicago Press, vol. 125(6), pages 2178-2224.
    17. Marcus, Jan & Siedler, Thomas, 2015. "Reducing binge drinking? The effect of a ban on late-night off-premise alcohol sales on alcohol-related hospital stays in Germany," Journal of Public Economics, Elsevier, vol. 123(C), pages 55-77.
    18. Sarah Miller & Laura R. Wherry & Diana Greene Foster, 2023. "The Economic Consequences of Being Denied an Abortion," American Economic Journal: Economic Policy, American Economic Association, vol. 15(1), pages 394-437, February.
    19. M Antonia Biggs & Katherine Brown & Diana Greene Foster, 2020. "Perceived abortion stigma and psychological well-being over five years after receiving or being denied an abortion," PLOS ONE, Public Library of Science, vol. 15(1), pages 1-20, January.
    20. Karen Mulligan, 2016. "Access to Emergency Contraception and its Impact on Fertility and Sexual Behavior," Health Economics, John Wiley & Sons, Ltd., vol. 25(4), pages 455-469, April.
    21. Lindo, Jason M. & Pineda-Torres, Mayra, 2021. "New Evidence on the Effects of Mandatory Waiting Periods for Abortion," Journal of Health Economics, Elsevier, vol. 80(C).
    22. Sant’Anna, Pedro H.C. & Zhao, Jun, 2020. "Doubly robust difference-in-differences estimators," Journal of Econometrics, Elsevier, vol. 219(1), pages 101-122.
    23. James J. Heckman & Jora Stixrud & Sergio Urzua, 2006. "The Effects of Cognitive and Noncognitive Abilities on Labor Market Outcomes and Social Behavior," Journal of Labor Economics, University of Chicago Press, vol. 24(3), pages 411-482, July.
    24. Goffe, William L. & Ferrier, Gary D. & Rogers, John, 1994. "Global optimization of statistical functions with simulated annealing," Journal of Econometrics, Elsevier, vol. 60(1-2), pages 65-99.
    25. Harrell Chesson & Jami Leichliter & Gregory Zimet & Susan Rosenthal & David Bernstein & Kenneth Fife, 2006. "Discount rates and risky sexual behaviors among teenagers and young adults," Journal of Risk and Uncertainty, Springer, vol. 32(3), pages 217-230, May.
    26. Christopher J. Cronin & Matthew P. Forsstrom & Nicholas W. Papageorge, 2020. "What Good Are Treatment Effects without Treatment? Mental Health and the Reluctance to Use Talk Therapy," NBER Working Papers 27711, National Bureau of Economic Research, Inc.
    27. Dalia Ghanem & Pedro H. C. Sant'Anna & Kaspar Wüthrich, 2022. "Selection and Parallel Trends," CESifo Working Paper Series 9910, CESifo.
    28. Costas Meghir & Mårten Palme, 2005. "Educational Reform, Ability, and Family Background," American Economic Review, American Economic Association, vol. 95(1), pages 414-424, March.
    29. Cawley, John & Ruhm, Christopher J., 2011. "The Economics of Risky Health Behaviors," Handbook of Health Economics, in: Mark V. Pauly & Thomas G. Mcguire & Pedro P. Barros (ed.), Handbook of Health Economics, volume 2, chapter 0, pages 95-199, Elsevier.
    30. Janet Currie & Lucia Nixon & Nancy Cole, 1996. "Restrictions on Medicaid Funding of Abortion: Effects on Birth Weight and Pregnancy Resolutions," Journal of Human Resources, University of Wisconsin Press, vol. 31(1), pages 159-188.
    31. Sun, Liyang & Abraham, Sarah, 2021. "Estimating dynamic treatment effects in event studies with heterogeneous treatment effects," Journal of Econometrics, Elsevier, vol. 225(2), pages 175-199.
    32. Anna Aizer, 2017. "A Review Essay on Isabel Sawhill's Generation Unbound: Drifting into Sex and Parenting without Marriage and Laurence Steinberg's Age of Opportunity: Lessons from the New Science of Adolescence," Journal of Economic Literature, American Economic Association, vol. 55(2), pages 592-608, June.
    33. Cristian Pop-Eleches, 2006. "The Impact of an Abortion Ban on Socioeconomic Outcomes of Children: Evidence from Romania," Journal of Political Economy, University of Chicago Press, vol. 114(4), pages 744-773, August.
    34. Rocca, Corinne H. & Samari, Goleen & Foster, Diana G. & Gould, Heather & Kimport, Katrina, 2020. "Emotions and decision rightness over five years following an abortion: An examination of decision difficulty and abortion stigma," Social Science & Medicine, Elsevier, vol. 248(C).
    35. Sara Markowitz & Robert Kaestner & Michael Grossman, 2005. "An Investigation of the Effects of Alcohol Consumption and Alcohol Policies on Youth Risky Sexual Behaviors," American Economic Review, American Economic Association, vol. 95(2), pages 263-266, May.
    36. Jason M. Fletcher, 2010. "Adolescent depression and educational attainment: results using sibling fixed effects," Health Economics, John Wiley & Sons, Ltd., vol. 19(7), pages 855-871, July.
    37. Janet Currie & Mark Stabile & Phongsack Manivong & Leslie L. Roos, 2010. "Child Health and Young Adult Outcomes," Journal of Human Resources, University of Wisconsin Press, vol. 45(3).
    38. Jonathan Gruber & Phillip Levine & Douglas Staiger, 1999. "Abortion Legalization and Child Living Circumstances: Who is the "Marginal Child"?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(1), pages 263-291.
    39. Jason M. Lindo & Caitlin Knowles Myers & Andrea Schlosser & Scott Cunningham, 2020. "How Far Is Too Far? New Evidence on Abortion Clinic Closures, Access, and Abortions," Journal of Human Resources, University of Wisconsin Press, vol. 55(4), pages 1137-1160.
    40. Shane Frederick & George Loewenstein & Ted O'Donoghue, 2002. "Time Discounting and Time Preference: A Critical Review," Journal of Economic Literature, American Economic Association, vol. 40(2), pages 351-401, June.
    41. van den Berg, Gerard J. & Siflinger, Bettina M., 2022. "The effects of a daycare reform on health in childhood – Evidence from Sweden," Journal of Health Economics, Elsevier, vol. 81(C).
    42. Ted O'Donoghue & Matthew Rabin, 2015. "Present Bias: Lessons Learned and to Be Learned," American Economic Review, American Economic Association, vol. 105(5), pages 273-279, May.
    43. Jonathan Gruber, 2001. "Introduction to "Risky Behavior among Youths: An Economic Analysis"," NBER Chapters, in: Risky Behavior among Youths: An Economic Analysis, pages 1-28, National Bureau of Economic Research, Inc.
    44. 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.
    45. Itzik Fadlon & Torben Heien Nielsen, 2021. "Family Labor Supply Responses to Severe Health Shocks: Evidence from Danish Administrative Records," American Economic Journal: Applied Economics, American Economic Association, vol. 13(3), pages 1-30, July.
    46. Janet Currie, 2020. "Child health as human capital," Health Economics, John Wiley & Sons, Ltd., vol. 29(4), pages 452-463, April.
    47. Sarah Miller & Laura R. Wherry & Diana Greene Foster, 2020. "What Happens after an Abortion Denial? A Review of Results from the Turnaway Study," AEA Papers and Proceedings, American Economic Association, vol. 110, pages 226-230, May.
    48. Sule Alan & Seda Ertac, 2018. "Fostering Patience in the Classroom: Results from Randomized Educational Intervention," Journal of Political Economy, University of Chicago Press, vol. 126(5), pages 1865-1911.
    49. David Laibson, 1997. "Golden Eggs and Hyperbolic Discounting," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(2), pages 443-478.
    50. Jonathan Gruber, 2001. "Risky Behavior among Youths: An Economic Analysis," NBER Books, National Bureau of Economic Research, Inc, number grub01-1, July.
    51. Nilsson, Anton & Paul, Alexander, 2018. "Patient cost-sharing, socioeconomic status, and children's health care utilization," Journal of Health Economics, Elsevier, vol. 59(C), pages 109-124.
    52. Steingrimsdottir, Herdis, 2016. "Reproductive rights and the career plans of U.S. college freshmen," Labour Economics, Elsevier, vol. 43(C), pages 29-41.
    53. Tertilt Michèle & Berg Gerard J. van den, 2015. "The Association Between Own Unemployment and Violence Victimization Among Female Youths," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 235(4-5), pages 499-513, August.
    54. Anderson, T. W. & Hsiao, Cheng, 1982. "Formulation and estimation of dynamic models using panel data," Journal of Econometrics, Elsevier, vol. 18(1), pages 47-82, January.
    Full references (including those not matched with items on IDEAS)

    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. Lena Janys & Bettina Siflinger, 2021. "Mental Health and Abortions among Young Women: Time-Varying Unobserved Heterogeneity, Health Behaviors, and Risky Decisions," ECONtribute Discussion Papers Series 083, University of Bonn and University of Cologne, Germany.
    2. Lena Janys & Bettina Siflinger, 2021. "Mental Health and Abortions among Young Women: Time-varying Unobserved Heterogeneity, Health Behaviors, and Risky Decisions," Papers 2103.12159, arXiv.org, revised May 2022.
    3. Janys, L.; & Siflinger, B.;, 2019. "Abortion and mental health: The role of selection," Health, Econometrics and Data Group (HEDG) Working Papers 19/15, HEDG, c/o Department of Economics, University of York.
    4. Gábor Hajdu & Tamás Hajdu, 2021. "The long-term impact of restricted access to abortion on children’s socioeconomic outcomes," PLOS ONE, Public Library of Science, vol. 16(3), pages 1-14, March.
    5. Clarke, Damian & Mühlrad, Hanna, 2021. "Abortion laws and women’s health," Journal of Health Economics, Elsevier, vol. 76(C).
    6. Clarke, Damian, 2023. "The Economics of Abortion Policy," IZA Discussion Papers 16395, Institute of Labor Economics (IZA).
    7. Sarah Miller & Laura R. Wherry & Diana Greene Foster, 2023. "The Economic Consequences of Being Denied an Abortion," American Economic Journal: Economic Policy, American Economic Association, vol. 15(1), pages 394-437, February.
    8. Kelly, Andrea & Lindo, Jason M. & Packham, Analisa, 2020. "The power of the IUD: Effects of expanding access to contraception through Title X clinics," Journal of Public Economics, Elsevier, vol. 192(C).
    9. Dmitry Arkhangelsky & Guido Imbens, 2023. "Causal Models for Longitudinal and Panel Data: A Survey," Papers 2311.15458, arXiv.org, revised Mar 2024.
    10. Lu, Runjing & Ye, Zihan, 2023. "Roe v. Rates: Reproductive Healthcare and Public Financing Costs," SocArXiv 7t5jz, Center for Open Science.
    11. Myers, Caitlin Knowles, 2021. "Measuring the Burden: The Effect of Travel Distance on Abortions and Births," IZA Discussion Papers 14556, Institute of Labor Economics (IZA).
    12. Caitlin Myers, 2024. "Forecasts for a post‐Roe America: The effects of increased travel distance on abortions and births," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 43(1), pages 39-62, January.
    13. Joanna N. Lahey & Marianne H. Wanamaker, 2022. "Effects of Restrictive Abortion Legislation on Cohort Mortality Evidence from 19th Century Law Variation," NBER Working Papers 30201, National Bureau of Economic Research, Inc.
    14. Grace Arnold, 2022. "The impact of targeted regulation of abortion providers laws on abortions and births," Journal of Population Economics, Springer;European Society for Population Economics, vol. 35(4), pages 1443-1472, October.
    15. Stephen L. Cheung & Agnieszka Tymula & Xueting Wang, 2022. "Present bias for monetary and dietary rewards," Experimental Economics, Springer;Economic Science Association, vol. 25(4), pages 1202-1233, September.
    16. Chevalier, Arnaud & Marie, Olivier, 2024. "Risky moms, risky kids? fertility and crime after the fall of the wall," Journal of Public Economics, Elsevier, vol. 230(C).
    17. Backes-Gellner, Uschi & Herz, Holger & Kosfeld, Michael & Oswald, Yvonne, 2021. "Do preferences and biases predict life outcomes? Evidence from education and labor market entry decisions," European Economic Review, Elsevier, vol. 134(C).
    18. Libertad González & Sergi Jiménez-Martín & Natalia Nollenberger & Judit Vall Castello, 2018. "The Effect of Abortion Legalization on Fertility, Marriage and Long-term Outcomes for Women," Studies on the Spanish Economy eee2018-08, FEDEA.
    19. Andrew Leicester & Peter Levell, 2016. "Anti‐Smoking Policies and Smoker Well‐Being: Evidence from Britain," Fiscal Studies, Institute for Fiscal Studies, vol. 37, pages 224-257, June.
    20. Tim Friehe & Christoph Rößler & Xiaoge Dong, 2020. "Liability for Third-Party Harm When Harm-Inflicting Consumers Are Present Biased," American Law and Economics Review, American Law and Economics Association, vol. 22(1), pages 75-104.

    More about this item

    Keywords

    Mental Health; Abortions; Time-Varying Unobserved Heterogeneity; Grouped Fixed-Effects; Risky Health Behaviors; Adolescence;
    All these keywords.

    JEL classification:

    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior
    • I10 - Health, Education, and Welfare - - Health - - - General
    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • D91 - Microeconomics - - Micro-Based Behavioral Economics - - - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making

    Statistics

    Access and download statistics

    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:eee:econom:v:238:y:2024:i:1:s0304407623002968. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/jeconom .

    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.