IDEAS home Printed from https://ideas.repec.org/a/wly/hlthec/v26y2017i5p671-684.html
   My bibliography  Save this article

The Long‐Term Effects of Cancer on Employment and Earnings

Author

Listed:
  • Sung‐Hee Jeon

Abstract

The study examines long‐term effects of cancer on the work status and annual earnings of cancer survivors who had a strong attachment to the labor market prior to their cancer diagnosis. We use linkage data combining Canadian 1991 Census microdata with administrative records from the Canadian Cancer Registry, the Vital Statistics Registry and longitudinal personal income tax records. We estimate changes in the magnitude of cancer effects during the first 3 years following the year of the diagnosis using a large sample of cancer survivors diagnosed at ages 25 to 61. The comparison group consists of similar workers never diagnosed with cancer. The empirical strategy combines coarsened exact matching and regression models to deal with observed and unobserved differences between the cancer and comparison groups. The results show moderate negative cancer effects on work status and annual earnings. Over the 3‐year period following the year of the diagnosis, the probability of working is 5 percentage points lower for cancer survivors than for the comparison group, and their earnings are 10% lower. Our findings also suggest that the effects of cancer on labor market outcomes differ for high and low survival rate cancer categories. Copyright © 2016 John Wiley & Sons, Ltd.

Suggested Citation

  • Sung‐Hee Jeon, 2017. "The Long‐Term Effects of Cancer on Employment and Earnings," Health Economics, John Wiley & Sons, Ltd., vol. 26(5), pages 671-684, May.
    • Handle: RePEc:wly:hlthec:v:26:y:2017:i:5:p:671-684
    DOI: 10.1002/hec.3342
    as

    Download full text from publisher

    File URL: https://doi.org/10.1002/hec.3342
    Download Restriction: no
    File URL: https://libkey.io/10.1002/hec.3342?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
    ---><---

    References listed on IDEAS

    as
    1. James J. Heckman & Hidehiko Ichimura & Petra E. Todd, 1997. "Matching As An Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(4), pages 605-654.
    2. Iacus, Stefano M. & King, Gary & Porro, Giuseppe, 2011. "Multivariate Matching Methods That Are Monotonic Imbalance Bounding," Journal of the American Statistical Association, American Statistical Association, vol. 106(493), pages 345-361.
    3. 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.
    4. Maralani, Vida, 2013. "Educational inequalities in smoking: The role of initiation versus quitting," Social Science & Medicine, Elsevier, vol. 84(C), pages 129-137.
    5. Bradley, Cathy J. & Bednarek, Heather L. & Neumark, David, 2002. "Breast cancer survival, work, and earnings," Journal of Health Economics, Elsevier, vol. 21(5), pages 757-779, September.
    6. Iacus, Stefano M. & King, Gary & Porro, Giuseppe, 2012. "Causal Inference without Balance Checking: Coarsened Exact Matching," Political Analysis, Cambridge University Press, vol. 20(1), pages 1-24, January.
    7. Heinesen, Eskil & Kolodziejczyk, Christophe, 2013. "Effects of breast and colorectal cancer on labour market outcomes—Average effects and educational gradients," Journal of Health Economics, Elsevier, vol. 32(6), pages 1028-1042.
    8. Ho, Daniel E. & Imai, Kosuke & King, Gary & Stuart, Elizabeth A., 2007. "Matching as Nonparametric Preprocessing for Reducing Model Dependence in Parametric Causal Inference," Political Analysis, Cambridge University Press, vol. 15(3), pages 199-236, July.
    9. Pilar García-Gómez & Hans van Kippersluis & Owen O’Donnell & Eddy van Doorslaer, 2013. "Long-Term and Spillover Effects of Health Shocks on Employment and Income," Journal of Human Resources, University of Wisconsin Press, vol. 48(4), pages 873-909.
    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. Riekhoff, Aart-Jan & Vaalavuo, Maria, 2021. "Health shocks and couples’ labor market participation: A turning point or stuck in the trajectory?," Social Science & Medicine, Elsevier, vol. 276(C).
    2. David Candon, 2019. "The joint effect of health shocks and eligibility for social security on labor supply," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 20(7), pages 969-988, September.
    3. Candon, David, 2018. "The effect of cancer on the labor supply of employed men over the age of 65," Economics & Human Biology, Elsevier, vol. 31(C), pages 184-199.
    4. Jeon, Sung-Hee & Pohl, R. Vincent, 2019. "Medical innovation, education, and labor market outcomes of cancer patients," Journal of Health Economics, Elsevier, vol. 68(C).
    5. Sylvia Dixon, 2015. "The Employment and Income Effects of Eight Chronic and Acute Health Conditions," Treasury Working Paper Series 15/15, New Zealand Treasury.
    6. Parro, Francisco & Pohl, R. Vincent, 2018. "Health Shocks, Human Capital, and Labor Market Outcomes," MPRA Paper 87238, University Library of Munich, Germany.
    7. White-Means, Shelley I. & Osmani, Ahmad Reshad, 2019. "Job Market Prospects of Breast vs. Prostate Cancer Survivors in the US: A Double Hurdle Model of Ethnic Disparities," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 40, pages 282-304.
    8. Thomas Barnay & Emmanuel Duguet & Christine Le Clainche, 2019. "The Effects of Breast Cancer on Individual Labour Market Outcomes: An Evaluation from an Administrative Panel in France," Annals of Economics and Statistics, GENES, issue 136, pages 103-126.
    9. Kelchtermans, Stijn & Leten, Bart & Rabijns, Maarten & Riccaboni, Massimo, 2022. "Do licensors learn from out-licensing? Empirical evidence from the pharmaceutical industry," Technovation, Elsevier, vol. 112(C).
    10. Joan C. Lo, 2019. "Employment pathways of cancer survivors—analysis from administrative data," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 20(5), pages 637-645, July.
    11. Henri Salokangas, 2021. "Exploring the labor market consequences of psychiatric disorders: An event study approach," Discussion Papers 148, Aboa Centre for Economics.
    12. Caroline Alleaume & Marc-Karim Bendiane & Patrick Peretti-Watel & Anne-Déborah Bouhnik, 2019. "Inequality in income change among cancer survivors five years after diagnosis: Evidence from a French national survey," PLOS ONE, Public Library of Science, vol. 14(10), pages 1-18, October.
    13. Nicolas Iragorri & Claire Oliveira & Natalie Fitzgerald & Beverley Essue, 2021. "The Indirect Cost Burden of Cancer Care in Canada: A Systematic Literature Review," Applied Health Economics and Health Policy, Springer, vol. 19(3), pages 325-341, May.
    14. Lennon, Conor, 2021. "Are the costs of employer-sponsored health insurance passed on to workers at the individual level?," Economics & Human Biology, Elsevier, vol. 41(C).

    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. Macchioni Giaquinto, Annarita & Jones, Andrew M. & Rice, Nigel & Zantomio, Francesca, 2021. "Labour supply and informal care responses to health shocks within couples: evidence from the UKHLS," GLO Discussion Paper Series 806, Global Labor Organization (GLO).
    2. Jones, Andrew M. & Rice, Nigel & Zantomio, Francesca, 2020. "Acute health shocks and labour market outcomes: Evidence from the post crash era," Economics & Human Biology, Elsevier, vol. 36(C).
    3. Jeon, Sung-Hee & Pohl, R. Vincent, 2019. "Medical innovation, education, and labor market outcomes of cancer patients," Journal of Health Economics, Elsevier, vol. 68(C).
    4. Jones, M.A. & Rice, N. & Zantomio, F., 2016. "Acute health shocks and labour market outcomes," Health, Econometrics and Data Group (HEDG) Working Papers 16/04, HEDG, c/o Department of Economics, University of York.
    5. Annarita Macchioni Giaquinto & Andrew M. Jones & Nigel Rice & Francesca Zantomio, 2022. "Labor supply and informal care responses to health shocks within couples: Evidence from the UK," Health Economics, John Wiley & Sons, Ltd., vol. 31(12), pages 2700-2720, December.
    6. Jeon, Sung-Hee & Pohl, R. Vincent, 2017. "Health and work in the family: Evidence from spouses’ cancer diagnoses," Journal of Health Economics, Elsevier, vol. 52(C), pages 1-18.
    7. Kube, Roland & von Graevenitz, Kathrine & Löschel, Andreas & Massier, Philipp, 2019. "Do voluntary environmental programs reduce emissions? EMAS in the German manufacturing sector," Energy Economics, Elsevier, vol. 84(S1).
    8. Calani, Mauricio & Paillacar, Manuel, 2022. "The pass-through of loan-loss-provisioning on mortgage lending: Evidence from a regulatory change," Journal of Banking & Finance, Elsevier, vol. 135(C).
    9. Dudel Christian & Garbuszus Jan Marvin & Ott Notburga & Werding Martin, 2017. "Matching as Non-Parametric Preprocessing for the Estimation of Equivalence Scales," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 237(2), pages 115-141, April.
    10. Yeon, Kwanghun & Han, Doo Bong, 2018. "Effects of Dietary Education on Food Consumption," 2018 Annual Meeting, February 2-6, 2018, Jacksonville, Florida 266534, Southern Agricultural Economics Association.
    11. Belloni, Michele & Simonetti, Irene & Zantomio, Francesca, 2019. "Long-run effects of health shocks in a highly regulated labour market," Department of Economics and Statistics Cognetti de Martiis. Working Papers 201922, University of Turin.
    12. Patrick, Carlianne & Mothorpe, Christopher, 2017. "Demand for new cities: Property value capitalization of municipal incorporation," Regional Science and Urban Economics, Elsevier, vol. 67(C), pages 78-89.
    13. Collin D. Hodges & Heather M. Stephens, 2022. "Does municipal incorporation always increase property values?," Growth and Change, Wiley Blackwell, vol. 53(1), pages 200-220, March.
    14. Aistov, Andrey & Aleksandrova, Ekaterina, 2016. "Time-distributed difference-in-differences approach: The case of wage returns to training," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 43, pages 5-28.
    15. Trevisan, Elisabetta & Zantomio, Francesca, 2016. "The impact of acute health shocks on the labour supply of older workers: Evidence from sixteen European countries," Labour Economics, Elsevier, vol. 43(C), pages 171-185.
    16. Simonetti, Irene & Belloni, Michele & Farina, Elena & Zantomio, Francesca, 2022. "Labour market institutions and long term adjustments to health shocks: Evidence from Italian administrative records," Labour Economics, Elsevier, vol. 79(C).
    17. Leduc, Elisabeth & Tojerow, Ilan, 2020. "Subsidizing Domestic Services as a Tool to Fight Unemployment: Effectiveness and Hidden Costs," IZA Discussion Papers 13544, Institute of Labor Economics (IZA).
    18. Thomas Barnay & Mohamed Ali Ben Halima & Emmanuel Duguet & Christine Le Clainche & Camille Regaert, 2016. "The effects of breast cancer on individual labour market outcomes: an evaluation from an administrative panel," TEPP Working Paper 2016-05, TEPP.
    19. Thomas Barnay & Emmanuel Duguet & Christine Le Clainche, 2019. "The Effects of Breast Cancer on Individual Labour Market Outcomes: An Evaluation from an Administrative Panel in France," Annals of Economics and Statistics, GENES, issue 136, pages 103-126.
    20. Müller, Tobias & Schmid, Christian & Gerfin, Michael, 2023. "Rents for Pills: Financial incentives and physician behavior," Journal of Health Economics, Elsevier, vol. 87(C).

    More about this item

    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:wly:hlthec:v:26:y:2017:i:5:p:671-684. 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: Wiley Content Delivery (email available below). General contact details of provider: http://www3.interscience.wiley.com/cgi-bin/jhome/5749 .

    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.