IDEAS home Printed from https://ideas.repec.org/a/spr/pharme/v41y2023i9d10.1007_s40273-023-01269-4.html
   My bibliography  Save this article

Productivity Loss Across Socioeconomic Groups Among Patients With Low Back Pain or Osteoarthritis: Estimates Using the Friction-Cost Approach in Norway

Author

Listed:
  • Johan A. Liseth Hansen

    (University of Oslo
    Quantify Research)

  • Thomas Fast

    (Quantify Research)

  • Knut Reidar Wangen

    (University of Oslo)

Abstract

Objectives Our aim was to estimate the productivity loss (PL) among patients with low back pain (LBP) or osteoarthritis (OA) across socioeconomic groups, using the friction-cost approach (FCA). Methods A total of 175,550 patients aged 18–65 years were included at their first diagnosis in specialty care between 2011 and 2016. PL was calculated for the year following diagnosis using individual wages, while adjusting for the friction length at 78 days per episode, a team production multiplier at 1.6, compensation mechanisms of 26.8%, and a chain-of-vacancies multiplier at 3.95. We included a simpler FCA model, omitting the latter three parameters, and a human capital approach (HCA) model. Socioeconomic stratifications were created based on education and income. One-way sensitivity analysis was used to assess the influence of the parameters in the full FCA model. Results The overall mean number of absent days was 23, while it was 25.3 and 20.1 for those with low and high education levels. The per-patient friction costs were €4395 among all patients and when extending the friction length to 98 days costs were €4342. For those with low and high education levels, the costs were €3671 and €4464, respectively. The costs in the simple FCA and HCA models were €1539 and €2088. Discussion Socioeconomic status and model design are sources of variation in PL. In health economic applications with PL and in patient populations with large socioeconomic differences, adjusting for these factors may be as important as sensitivities in parameters such as the friction length.

Suggested Citation

  • Johan A. Liseth Hansen & Thomas Fast & Knut Reidar Wangen, 2023. "Productivity Loss Across Socioeconomic Groups Among Patients With Low Back Pain or Osteoarthritis: Estimates Using the Friction-Cost Approach in Norway," PharmacoEconomics, Springer, vol. 41(9), pages 1079-1091, September.
    • Handle: RePEc:spr:pharme:v:41:y:2023:i:9:d:10.1007_s40273-023-01269-4
    DOI: 10.1007/s40273-023-01269-4
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s40273-023-01269-4
    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/s40273-023-01269-4?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. Jamison Pike & Scott D. Grosse, 2018. "Friction Cost Estimates of Productivity Costs in Cost-of-Illness Studies in Comparison with Human Capital Estimates: A Review," Applied Health Economics and Health Policy, Springer, vol. 16(6), pages 765-778, December.
    2. Sean Nicholson & Mark V. Pauly & Daniel Polsky & Claire Sharda & Helena Szrek & Marc L. Berger, 2006. "Measuring the effects of work loss on productivity with team production," Health Economics, John Wiley & Sons, Ltd., vol. 15(2), pages 111-123, February.
    3. Krol, Marieke & Brouwer, Werner B.F. & Severens, Johan L. & Kaper, Janneke & Evers, Silvia M.A.A., 2012. "Productivity cost calculations in health economic evaluations: Correcting for compensation mechanisms and multiplier effects," Social Science & Medicine, Elsevier, vol. 75(11), pages 1981-1988.
    4. Zhang, Wei & Bansback, Nick & Anis, Aslam H., 2011. "Measuring and valuing productivity loss due to poor health: A critical review," Social Science & Medicine, Elsevier, vol. 72(2), pages 185-192, 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. Hanly, Paul & Ortega Ortega, Marta & Pearce, Alison & Soerjomataram, Isabelle & Sharp, Linda, 2020. "Advances in the methodological approach to friction period estimation: A European perspective," Social Science & Medicine, Elsevier, vol. 264(C).
    2. Paul Hanly & Rebecca Maguire & Frances Drummond & Linda Sharp, 2019. "Variation in the methodological approach to productivity cost valuation: the case of prostate cancer," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 20(9), pages 1399-1408, December.
    3. Marieke Krol & Nikkie Hosseinnia & Werner Brouwer & Leona Hakkaart Roijen, 2023. "Multiplier Effects and Compensation Mechanisms for Inclusion in Health Economic Evaluation: A Systematic Review," PharmacoEconomics, Springer, vol. 41(9), pages 1031-1050, September.
    4. Kathleen Manipis & Stephen Goodall & Paul Hanly & Rosalie Viney & Alison Pearce, 2021. "Employer survey to estimate the productivity friction period," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 22(2), pages 255-266, March.
    5. Werner Brouwer & Kaya Verbooy & Renske Hoefman & Job Exel, 2023. "Production Losses due to Absenteeism and Presenteeism: The Influence of Compensation Mechanisms and Multiplier Effects," PharmacoEconomics, Springer, vol. 41(9), pages 1103-1115, September.
    6. Coast, Joanna, 2018. "A history that goes hand in hand: Reflections on the development of health economics and the role played by Social Science & Medicine, 1967–2017," Social Science & Medicine, Elsevier, vol. 196(C), pages 227-232.
    7. Błażej Łyszczarz & Karolina Sowa, 2022. "Production losses due to mortality associated with modifiable health risk factors in Poland," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 23(1), pages 33-45, February.
    8. Ina Rissanen & Leena Ala-Mursula & Iiro Nerg & Marko Korhonen, 2021. "Adjusted productivity costs of stroke by human capital and friction cost methods: a Northern Finland Birth Cohort 1966 study," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 22(4), pages 531-545, June.
    9. Hanly Paul & Pearce Alison & Sharp Linda, 2017. "Cancer and productivity loss in the Irish economy: an employer’s perspective," The Irish Journal of Management, Sciendo, vol. 36(1), pages 5-20.
    10. Oliver Fritz & Peter Mayerhofer & Reinhard Haller & Gerhard Streicher & Florian Bachner & Herwig Ostermann, 2013. "Die regionalwirtschaftlichen Effekte der österreichischen Krankenanstalten," WIFO Studies, WIFO, number 46672, March.
    11. Marco Hafner & Erez Yerushalmi & Fredrik L. Andersson & Teodor Burtea, 2023. "Partially different? The importance of general equilibrium in health economic evaluations: An application to nocturia," Health Economics, John Wiley & Sons, Ltd., vol. 32(3), pages 654-674, March.
    12. Zhang, Wei & Sun, Huiying & Woodcock, Simon & Anis, Aslam, 2015. "Illness related wage and productivity losses: Valuing ‘presenteeism’," Social Science & Medicine, Elsevier, vol. 147(C), pages 62-71.
    13. Jesse Kigozi & Sue Jowett & Martyn Lewis & Pelham Barton & Joanna Coast, 2016. "Estimating productivity costs using the friction cost approach in practice: a systematic review," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 17(1), pages 31-44, January.
    14. Kenneth Tang, 2015. "Estimating Productivity Costs in Health Economic Evaluations: A Review of Instruments and Psychometric Evidence," PharmacoEconomics, Springer, vol. 33(1), pages 31-48, January.
    15. Simon Wieser & Bruno Horisberger & Sara Schmidhauser & Claudia Eisenring & Urs Brügger & Andreas Ruckstuhl & Jürg Dietrich & Anne Mannion & Achim Elfering & Özgür Tamcan & Urs Müller, 2011. "Cost of low back pain in Switzerland in 2005," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 12(5), pages 455-467, October.
    16. Katarzyna Orlewska & Ewa Orlewska, 2018. "Burden of suicide in Poland in 2012: how could it be measured and how big is it?," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 19(3), pages 409-417, April.
    17. Synek, Stefan & Koenigstorfer, Joerg, 2018. "Exploring adoption determinants of tax-subsidized company-leasing bicycles from the perspective of German employers and employees," Transportation Research Part A: Policy and Practice, Elsevier, vol. 117(C), pages 238-260.
    18. Huijuan Cao & Hidemichi Fujii & Shunsuke Managi, 2015. "A productivity analysis considering environmental pollution and diseases in China," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 4(1), pages 1-19, December.
    19. Fiona Cocker & Angela Martin & Jenn Scott & Alison Venn & Kristy Sanderson, 2013. "Psychological Distress, Related Work Attendance, and Productivity Loss in Small-to-Medium Enterprise Owner/Managers," IJERPH, MDPI, vol. 10(10), pages 1-21, October.
    20. Beata Gavurova & Miriama Tarhanicova, 2021. "Methods for Estimating Avoidable Costs of Excessive Alcohol Consumption," IJERPH, MDPI, vol. 18(9), pages 1-25, May.

    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:spr:pharme:v:41:y:2023:i:9:d:10.1007_s40273-023-01269-4. 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.