[go: up one dir, main page]

IDEAS home Printed from https://ideas.repec.org/p/ajk/ajkdps/083.html
   My bibliography  Save this paper

Mental Health and Abortions among Young Women: Time-Varying Unobserved Heterogeneity, Health Behaviors, and Risky Decisions

Author

Listed:
  • Lena Janys

    (University of Bonn (Department of Economics), HCM and IZA)

  • Bettina Siflinger

    (Tilburg University (Department of Econometrics & OR), Netspar, CESIfo)

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 time-varying unobserved heterogeneity. We estimate the group-specific profiles of unobserved heterogeneity, which reflect differences in unobserved risk to be diagnosed with a mental health condition.We then analyze mental health development and risky health behaviors other than unwanted 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, in which mental health disparity across groups is generated by different degrees of selfcontrol problems. Our findings imply that mental health concerns cannot be used to justify restrictive abortion policies. Moreover, potential self-control problems should be targeted as early as possible to combat future mental health consequences.

Suggested Citation

  • 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.
  • Handle: RePEc:ajk:ajkdps:083
    as

    Download full text from publisher

    File URL: https://www.econtribute.de/RePEc/ajk/ajkdps/ECONtribute_083_2021.pdf
    File Function: First version, 2021
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. 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.
    2. 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," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 0, pages 55-77.
    3. 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.
    4. 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).
    5. 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.
    6. 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.
    7. Clarke, Damian & Mühlrad, Hanna, 2021. "Abortion laws and women’s health," Journal of Health Economics, Elsevier, vol. 76(C).
    8. 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).
    9. 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.
    10. 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.
    11. Moser, Petra & Biasi, Barbara & Dahl, Michael S, 2021. "Career Effects of Mental Health," CEPR Discussion Papers 16401, C.E.P.R. Discussion Papers.
    12. 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.
    13. 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.
    14. Jushan Bai & Serena Ng, 2002. "Determining the Number of Factors in Approximate Factor Models," Econometrica, Econometric Society, vol. 70(1), pages 191-221, January.
    15. Stéphane Bonhomme & Elena Manresa, 2015. "Grouped Patterns of Heterogeneity in Panel Data," Econometrica, Econometric Society, vol. 83(3), pages 1147-1184, May.
    16. 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.
    17. 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.
    18. 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.
    19. 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.
    20. 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.
    21. 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).
    22. van den Berg, Gerard J. & Siflinger, Bettina M., 2018. "The Effects of Day Care on Health During Childhood: Evidence by Age," IZA Discussion Papers 11447, Institute of Labor Economics (IZA).
    23. 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.
    24. 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.
    25. Deborah A. Cobb-Clark & Sarah C. Dahmann & Nathan Kettlewell, 2022. "Depression, Risk Preferences, and Risk-Taking Behavior," Journal of Human Resources, University of Wisconsin Press, vol. 57(5), pages 1566-1604.
    26. 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.
    27. Costas Meghir & Mårten Palme, 2005. "Educational Reform, Ability, and Family Background," American Economic Review, American Economic Association, vol. 95(1), pages 414-424, March.
    28. 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).
    29. 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.
    30. Janet Currie, 2020. "Child health as human capital," Health Economics, John Wiley & Sons, Ltd., vol. 29(4), pages 452-463, April.
    31. 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.
    32. 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.
    33. 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.
    34. 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.
    35. 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.
    36. 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.
    37. Jonathan Gruber, 2001. "Risky Behavior among Youths: An Economic Analysis," NBER Books, National Bureau of Economic Research, Inc, number grub01-1.
    38. 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.
    39. Steingrimsdottir, Herdis, 2016. "Reproductive rights and the career plans of U.S. college freshmen," Labour Economics, Elsevier, vol. 43(C), pages 29-41.
    40. 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 499-516, August.
    41. 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.
    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. Iris Kesternich & Bettina Siflinger & James P. Smith & Franziska Valder, 2022. "Relationship Stability: Evidence from Labor and Marriage Markets," CEBI working paper series 22-20, University of Copenhagen. Department of Economics. The Center for Economic Behavior and Inequality (CEBI).

    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. 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).
    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. Clarke, Damian & Mühlrad, Hanna, 2021. "Abortion laws and women’s health," Journal of Health Economics, Elsevier, vol. 76(C).
    4. 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.
    5. 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.
    6. 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.
    7. Dimico, Arcangelo, 2024. "The Effect of Abortion Policies on Fertility and Human Capital in Sub-Saharan Africa," QBS Working Paper Series 2024/06, Queen's University Belfast, Queen's Business School.
    8. 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).
    9. 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).
    10. Clarke, Damian, 2023. "The Economics of Abortion Policy," IZA Discussion Papers 16395, Institute of Labor Economics (IZA).
    11. Jones, Kelly M. & Pineda-Torres, Mayra, 2024. "TRAP’d Teens: Impacts of abortion provider regulations on fertility & education," Journal of Public Economics, Elsevier, vol. 234(C).
    12. 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.
    13. Martha J. Bailey & Jason M. Lindo, 2017. "Access and Use of Contraception and Its Effects on Women’s Outcomes in the U.S," NBER Working Papers 23465, National Bureau of Economic Research, Inc.
    14. Nina Brooks & Tom Zohar, 2021. "Out of Labor and Into the Labor Force? The Role of Abortion Access, Social Stigma, and Financial Constraints," Working Papers wp2021_2111, CEMFI.
    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. Shyamal Chowdhury & Matthias Sutter & Klaus F. Zimmermann, 2018. "Evaluating Intergenerational Persistence of Economic Preferences: A Large Scale Experiment with Families in Bangladesh," CESifo Working Paper Series 6914, CESifo.
    17. By Tyas Prevoo & Bas ter Weel, 2015. "The importance of early conscientiousness for socio-economic outcomes: evidence from the British Cohort Study," Oxford Economic Papers, Oxford University Press, vol. 67(4), pages 918-948.
    18. Valente, Christine, 2014. "Access to abortion, investments in neonatal health, and sex-selection: Evidence from Nepal," Journal of Development Economics, Elsevier, vol. 107(C), pages 225-243.
    19. Myers, Caitlin & Ladd, Daniel, 2020. "Did parental involvement laws grow teeth? The effects of state restrictions on minors’ access to abortion," Journal of Health Economics, Elsevier, vol. 71(C).
    20. Breitkopf, Laura & Chowdhury, Shyamal K. & Priyam, Shambhavi & Schildberg-Hörisch, Hannah & Sutter, Matthias, 2020. "Do economic preferences of children predict behavior?," DICE Discussion Papers 342, Heinrich Heine University Düsseldorf, Düsseldorf Institute for Competition Economics (DICE).

    More about this item

    Keywords

    Mental Health; Abortions; Risky Health Behaviors; Adolescence; Time-Varying Unobserved Heterogeneity; Grouped Fixed-Effects;
    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:ajk:ajkdps:083. 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: ECONtribute Office (email available below). General contact details of provider: https://www.econtribute.de .

    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.