IDEAS home Printed from https://ideas.repec.org/p/iza/izadps/dp740.html
   My bibliography  Save this paper

Evaluating the Labor Market Performance of Veterans Using a Matched Comparison Group Design

Author

Listed:
  • Hirsch, Barry

    (Georgia State University)

  • Mehay, Stephen L.

    (U.S. Naval Postgraduate School)

Abstract

A key concern in estimating the effect of military service on civilian earnings is bias from unmeasured differences between military veterans and nonveterans. The effects of activeduty service are estimated using the 1986 and 1992 Reserve Components Surveys, which permit a matched comparison between reservists who are veterans and reservists without active-duty service. Because military entrance requirements are identical for the reserves and active duty, estimated treatment effects embody control for selection by the military and selection by workers for a form of military service. Results are presented for officers and enlisted personnel and by race and era of service. The average impact of active-duty service on civilian earnings is 3 percent among the reservist population, but this average reflects treatment effects of essentially zero for enlisted personnel and 10 percent for officers. Among white enlisted personnel, veteran effects are negative but small. Treatment effects for African-American veterans average about 5 percent. Vietnam-era white draftees are found to have suffered an approximate 5 percent wage penalty and volunteers little penalty, but estimates from the reservist sample are likely to understate negative effects from Vietnamera service.

Suggested Citation

  • Hirsch, Barry & Mehay, Stephen L., 2003. "Evaluating the Labor Market Performance of Veterans Using a Matched Comparison Group Design," IZA Discussion Papers 740, Institute of Labor Economics (IZA).
  • Handle: RePEc:iza:izadps:dp740
    as

    Download full text from publisher

    File URL: https://docs.iza.org/dp740.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Mehay, S.L. & Hirsch, B.T., 1993. "The Post-Military Earnings of Female Veterans," Working Papers 1993_09_02, Department of Economics, Florida State University.
    2. Angrist, Joshua D, 1990. "Lifetime Earnings and the Vietnam Era Draft Lottery: Evidence from Social Security Administrative Records," American Economic Review, American Economic Association, vol. 80(3), pages 313-336, June.
    3. Saul Schwartz, 1986. "The Relative Earnings of Vietnam and Korean-Era Veterans," ILR Review, Cornell University, ILR School, vol. 39(4), pages 564-572, July.
    4. Stephen L. Mangum & David E. Ball, 1989. "The Transferability of Military-Provided Occupational Training in the Post-Draft Era," ILR Review, Cornell University, ILR School, vol. 42(2), pages 230-245, January.
    5. A. Smith, Jeffrey & E. Todd, Petra, 2005. "Does matching overcome LaLonde's critique of nonexperimental estimators?," Journal of Econometrics, Elsevier, vol. 125(1-2), pages 305-353.
    6. Card, David, 1996. "The Effect of Unions on the Structure of Wages: A Longitudinal Analysis," Econometrica, Econometric Society, vol. 64(4), pages 957-979, July.
    7. Joshua D. Angrist, 1998. "Estimating the Labor Market Impact of Voluntary Military Service Using Social Security Data on Military Applicants," Econometrica, Econometric Society, vol. 66(2), pages 249-288, March.
    8. Bryant, Richard R. & Samaranayake, V. A. & Wilhite, Allen, 1993. "The effect of military service on the subsequent civilian wage of the post-Vietnam veteran," The Quarterly Review of Economics and Finance, Elsevier, vol. 33(1), pages 15-31.
    9. Meyer, Bruce D, 1995. "Natural and Quasi-experiments in Economics," Journal of Business & Economic Statistics, American Statistical Association, vol. 13(2), pages 151-161, April.
    10. James Heckman, 1997. "Instrumental Variables: A Study of Implicit Behavioral Assumptions Used in Making Program Evaluations," Journal of Human Resources, University of Wisconsin Press, vol. 32(3), pages 441-462.
    11. LaLonde, Robert J, 1986. "Evaluating the Econometric Evaluations of Training Programs with Experimental Data," American Economic Review, American Economic Association, vol. 76(4), pages 604-620, September.
    12. Mark C. Berger & Barry T. Hirsch, 1983. "The Civilian Earnings Experience of Vietnam - Era Veterans," Journal of Human Resources, University of Wisconsin Press, vol. 18(4), pages 455-479.
    13. Bound, John, 1989. "The Health and Earnings of Rejected Disability Insurance Applicants," American Economic Review, American Economic Association, vol. 79(3), pages 482-503, June.
    14. Angrist, Joshua & Krueger, Alan B, 1994. "Why Do World War II Veterans Earn More Than Nonveterans?," Journal of Labor Economics, University of Chicago Press, vol. 12(1), pages 74-97, January.
    15. Rajeev H. Dehejia & Sadek Wahba, 2002. "Propensity Score-Matching Methods For Nonexperimental Causal Studies," The Review of Economics and Statistics, MIT Press, vol. 84(1), pages 151-161, February.
    16. Stephen H. Bell & Larry l. Orr & John D. Blomquist & Glen G. Cain, 1995. "Program Applicants as a Comparison Group in Evaluating Training Programs: Theory and a Test," Books from Upjohn Press, W.E. Upjohn Institute for Employment Research, number pacg, August.
    17. James J. Heckman & Hidehiko Ichimura & Petra Todd, 1998. "Matching As An Econometric Evaluation Estimator," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 65(2), pages 261-294.
    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. Christos A. Makridis & Barry T. Hirsch, 2021. "The Labor Market Earnings of Veterans: Is Military Experience More or Less Valuable than Civilian Experience?," Journal of Labor Research, Springer, vol. 42(3), pages 303-333, December.
    2. David Card & Ana Rute Cardoso, 2012. "Can Compulsory Military Service Raise Civilian Wages? Evidence from the Peacetime Draft in Portugal," American Economic Journal: Applied Economics, American Economic Association, vol. 4(4), pages 57-93, October.
    3. Cesur, Resul & Sabia, Joseph J. & Tekin, Erdal, 2015. "Combat exposure and migraine headache: Evidence from exogenous deployment assignment," Economics & Human Biology, Elsevier, vol. 16(C), pages 81-99.
    4. David R. Mann, 2012. "Why We Fight: Understanding Military Participation over the Life Cycle," Journal of Human Capital, University of Chicago Press, vol. 6(4), pages 279-315.
    5. David Card & Ana Rute Cardoso, 2011. "Can Compulsory Military Service Increase Civilian Wages? Evidence from the Peacetime Draft in Portugal," NBER Working Papers 17694, National Bureau of Economic Research, Inc.
    6. Muhammad Asali, 2017. "Military Service and Future Earnings Revisited," Working Papers 005-17 JEL Codes: J24, J3, International School of Economics at TSU, Tbilisi, Republic of Georgia.
    7. Myoung-Jae Lee & Yip Chun Seng, 2005. "Non-market Leadership Experience and Labor Market Success: Evidence From Military Rank," Working Papers 12-2005, Singapore Management University, School of Economics.
    8. Hou, Benyufang & Liu, Hong & Wang, Sophie Xuefei, 2020. "Returns to military service in off-farm wage employment: Evidence from rural China," China Economic Review, Elsevier, vol. 59(C).
    9. Asali, Muhammad, 2015. "Compulsory Military Service and Future Earnings: Evidence from a Quasi-Experiment," IZA Discussion Papers 8892, Institute of Labor Economics (IZA).
    10. Amy Kate Bailey & Bryan L. Sykes, 2018. "Veteran Status, Income, and Intergenerational Mobility Across Three Cohorts of American Men," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 37(4), pages 539-568, August.
    11. Charles Blessings Laurence Jumbe & Arild Angelsen, 2006. "Do the Poor Benefit from Devolution Policies? Evidence from Malawi’s Forest Co-Management Program," Land Economics, University of Wisconsin Press, vol. 82(4), pages 562-581.
    12. Barry T. Hirsch, 2008. "Wage Gaps Large and Small," Southern Economic Journal, John Wiley & Sons, vol. 74(4), pages 914-933, April.
    13. Cesur, Resul & Sabia, Joseph J. & Tekin, Erdal, 2013. "The psychological costs of war: Military combat and mental health," Journal of Health Economics, Elsevier, vol. 32(1), pages 51-65.
    14. Ayan, Davut, 2016. "Unemployment Among the Recent U.S. Veterans," MPRA Paper 117307, University Library of Munich, Germany.
    15. Resul Cesur & Alexander Chesney & Joseph J. Sabia, 2016. "Combat Exposure, Cigarette Consumption, And Substance Use," Economic Inquiry, Western Economic Association International, vol. 54(3), pages 1705-1726, July.
    16. P. Routon, 2014. "The Effect of 21st Century Military Service on Civilian Labor and Educational Outcomes," Journal of Labor Research, Springer, vol. 35(1), pages 15-38, March.
    17. Muhammad Asali, 2018. "Military service and future earnings: Evidence from an Informed Difference-in-Differences (IDID) approach," Economics Bulletin, AccessEcon, vol. 38(3), pages 1583-1589.
    18. Chunkai Zhao & Jianhao Guo, 2022. "Are Veterans Happy? Long-term Military Service and the Life Satisfaction of Elderly Individuals in China," Journal of Happiness Studies, Springer, vol. 23(2), pages 477-508, February.
    19. Paul E. Gabriel, 2020. "An Empirical Examination of the Occupational Attainment of American Veterans of World War I," Social Science Quarterly, Southwestern Social Science Association, vol. 101(3), pages 1009-1017, May.
    20. Alberto Davila & Marie T. Mora, 2012. "Terrorism and Patriotism: On the Earnings of US Veterans following September 11, 2001," American Economic Review, American Economic Association, vol. 102(3), pages 261-266, May.
    21. Young-Min Ju & Myoung-Jae Lee, 2017. "Control Function Approach for Partly Ordered Endogenous Treatments: Military Rank Premium in Wage," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 79(6), pages 1176-1194, December.
    22. Jennifer L. Steele & Peter Buryk & Geoffrey McGovern, 2018. "Student Veterans’ Outcomes by Higher Education Sector: Evidence from Three Cohorts of the Baccalaureate and Beyond," Research in Higher Education, Springer;Association for Institutional Research, vol. 59(7), pages 866-896, November.

    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. Jennifer L. Steele & Peter Buryk & Geoffrey McGovern, 2018. "Student Veterans’ Outcomes by Higher Education Sector: Evidence from Three Cohorts of the Baccalaureate and Beyond," Research in Higher Education, Springer;Association for Institutional Research, vol. 59(7), pages 866-896, November.
    2. A. Smith, Jeffrey & E. Todd, Petra, 2005. "Does matching overcome LaLonde's critique of nonexperimental estimators?," Journal of Econometrics, Elsevier, vol. 125(1-2), pages 305-353.
    3. Jochen Kluve & Boris Augurzky, 2007. "Assessing the performance of matching algorithms when selection into treatment is strong," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(3), pages 533-557.
    4. Lyk-Jensen, Stéphanie Vincent & Weatherall, Cecilie Dohlmann & Jepsen, Peter Winning, 2016. "The effect of military deployment on mental health," Economics & Human Biology, Elsevier, vol. 23(C), pages 193-208.
    5. Duflo, Esther & Glennerster, Rachel & Kremer, Michael, 2008. "Using Randomization in Development Economics Research: A Toolkit," Handbook of Development Economics, in: T. Paul Schultz & John A. Strauss (ed.), Handbook of Development Economics, edition 1, volume 4, chapter 61, pages 3895-3962, Elsevier.
    6. Guido W. Imbens & Jeffrey M. Wooldridge, 2009. "Recent Developments in the Econometrics of Program Evaluation," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 5-86, March.
    7. Hugo Ñopo, 2008. "Matching as a Tool to Decompose Wage Gaps," The Review of Economics and Statistics, MIT Press, vol. 90(2), pages 290-299, May.
    8. Helena Holmlund & Olmo Silva, 2014. "Targeting Noncognitive Skills to Improve Cognitive Outcomes: Evidence from a Remedial Education Intervention," Journal of Human Capital, University of Chicago Press, vol. 8(2), pages 126-160.
    9. Lauren L. Schmitz & Dalton Conley, 2016. "The Effect of Vietnam-Era Conscription and Genetic Potential for Educational Attainment on Schooling Outcomes," NBER Working Papers 22393, National Bureau of Economic Research, Inc.
    10. Amy Kate Bailey & Bryan L. Sykes, 2018. "Veteran Status, Income, and Intergenerational Mobility Across Three Cohorts of American Men," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 37(4), pages 539-568, August.
    11. Chakravarty, Shubha & Lundberg, Mattias & Nikolov, Plamen & Zenker, Juliane, 2019. "Vocational training programs and youth labor market outcomes: Evidence from Nepal," Journal of Development Economics, Elsevier, vol. 136(C), pages 71-110.
    12. Spitz, Alexandra, 2004. "Using Methods of Treatment Evaluation to Estimate the Wage Effect of IT Usage," ZEW Discussion Papers 04-67, ZEW - Leibniz Centre for European Economic Research.
    13. P. Routon, 2014. "The Effect of 21st Century Military Service on Civilian Labor and Educational Outcomes," Journal of Labor Research, Springer, vol. 35(1), pages 15-38, March.
    14. Hara, Hiromi, 2022. "The effect of public-sponsored job training in Japan," Journal of the Japanese and International Economies, Elsevier, vol. 64(C).
    15. Huber, Martin & Lechner, Michael & Wunsch, Conny, 2013. "The performance of estimators based on the propensity score," Journal of Econometrics, Elsevier, vol. 175(1), pages 1-21.
    16. Stephan Thomsen, 2009. "Job Search Assistance Programs in Europe: Evaluation Methods and Recent Empirical Findings," FEMM Working Papers 09018, Otto-von-Guericke University Magdeburg, Faculty of Economics and Management.
    17. Sant’Anna, Pedro H.C. & Zhao, Jun, 2020. "Doubly robust difference-in-differences estimators," Journal of Econometrics, Elsevier, vol. 219(1), pages 101-122.
    18. Tymon Słoczyński, 2015. "The Oaxaca–Blinder Unexplained Component as a Treatment Effects Estimator," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 77(4), pages 588-604, August.
    19. Richard K. Crump & V. Joseph Hotz & Guido W. Imbens & Oscar A. Mitnik, 2006. "Moving the Goalposts: Addressing Limited Overlap in the Estimation of Average Treatment Effects by Changing the Estimand," NBER Technical Working Papers 0330, National Bureau of Economic Research, Inc.
    20. Dettmann, Eva & Becker, Claudia & Schmeißer, Christian, 2010. "Is there a Superior Distance Function for Matching in Small Samples?," IWH Discussion Papers 3/2010, Halle Institute for Economic Research (IWH).

    More about this item

    Keywords

    matched comparison group; civilian earnings; veterans;
    All these keywords.

    JEL classification:

    • J3 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:iza:izadps:dp740. 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: Holger Hinte (email available below). General contact details of provider: https://edirc.repec.org/data/izaaade.html .

    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.