IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0223043.html
   My bibliography  Save this article

Preference-based measure of health-related quality of life and its determinants in sickle cell disease in Nigeria

Author

Listed:
  • Adedokun Oluwafemi Ojelabi
  • Afolabi Elijah Bamgboye
  • Jonathan Ling

Abstract

Background: Health-related quality of life (HRQL) and economic burden are important issues for people with sickle cell disease (SCD) owing to better survival due to medical advances. Preference-based or utility information is necessary to make informed economic decisions on treatment and alternative therapies. This study aimed to assess preference-based measures of HRQL in sickle cell patients. Methods and findings: Data were collected from two SCD outpatient clinics in Ibadan, Nigeria. A standard algorithm was used to derive utility scores, and measure SF-6D from the SF-36. A multivariate regression model was used to assess predictors and their impact. A combination of socio-demographic, bio-physiological and psychosocial variables predicted utility score in people with SCD. Socio-demographic and bio-physiological factors explained 7.5% and 17.9% of the variance respectively, while psychosocial factors explained 4.9%. Women had lower utility scores with a small effect size (d = 0.17). Utility score increased with level of education but decreased with age, anxiety, frequency of pain episodes and number of co-morbidities. Conclusions: Utility score in SCD was low indicating a substantial impact of the disease on HRQL of patients and the value they place on their health state due to the limitations they experienced. Interventions should include both clinical and psychosocial approach to help in improving their quality of life of the patients.

Suggested Citation

  • Adedokun Oluwafemi Ojelabi & Afolabi Elijah Bamgboye & Jonathan Ling, 2019. "Preference-based measure of health-related quality of life and its determinants in sickle cell disease in Nigeria," PLOS ONE, Public Library of Science, vol. 14(11), pages 1-16, November.
    • Handle: RePEc:plo:pone00:0223043
    DOI: 10.1371/journal.pone.0223043
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0223043
    Download Restriction: no
    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0223043&type=printable
    Download Restriction: no
    File URL: https://libkey.io/10.1371/journal.pone.0223043?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. McCabe, Christopher & Brazier, John & Gilks, Peter & Tsuchiya, Aki & Roberts, Jennifer & O'Hagan, Anthony & Stevens, Katherine, 2006. "Using rank data to estimate health state utility models," Journal of Health Economics, Elsevier, vol. 25(3), pages 418-431, May.
    2. Ola, Bolanle A. & Yates, Scott J. & Dyson, Simon M., 2016. "Living with sickle cell disease and depression in Lagos, Nigeria: A mixed methods study," Social Science & Medicine, Elsevier, vol. 161(C), pages 27-36.
    3. Bullinger, Monika, 1995. "German translation and psychometric testing of the SF-36 Health Survey: Preliminary results from the IQOLA project," Social Science & Medicine, Elsevier, vol. 41(10), pages 1359-1366, November.
    4. Melanie Wyld & Rachael Lisa Morton & Andrew Hayen & Kirsten Howard & Angela Claire Webster, 2012. "A Systematic Review and Meta-Analysis of Utility-Based Quality of Life in Chronic Kidney Disease Treatments," PLOS Medicine, Public Library of Science, vol. 9(9), pages 1-10, September.
    5. John Brazier & Mark Deverill, 1999. "A checklist for judging preference‐based measures of health related quality of life: Learning from psychometrics," Health Economics, John Wiley & Sons, Ltd., vol. 8(1), pages 41-51, February.
    6. Torrance, George W., 1986. "Measurement of health state utilities for economic appraisal : A review," Journal of Health Economics, Elsevier, vol. 5(1), pages 1-30, March.
    7. Lee Cronbach, 1951. "Coefficient alpha and the internal structure of tests," Psychometrika, Springer;The Psychometric Society, vol. 16(3), pages 297-334, September.
    8. David Feeny & Karen Spritzer & Ron D. Hays & Honghu Liu & Theodore G. Ganiats & Robert M. Kaplan & Mari Palta & Dennis G. Fryback, 2012. "Agreement about Identifying Patients Who Change over Time," Medical Decision Making, , vol. 32(2), pages 273-286, March.
    9. Tessa Peasgood & Alan Brennan & Peter Mansell & Jackie Elliott & Hasan Basarir & Jen Kruger, 2016. "The Impact of Diabetes-Related Complications on Preference-Based Measures of Health-Related Quality of Life in Adults with Type I Diabetes," Medical Decision Making, , vol. 36(8), pages 1020-1033, November.
    10. Kharroubi, Samer A. & Brazier, John E. & Roberts, Jennifer & O'Hagan, Anthony, 2007. "Modelling SF-6D health state preference data using a nonparametric Bayesian method," Journal of Health Economics, Elsevier, vol. 26(3), pages 597-612, May.
    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. Karen Gerard & Katharine Johnston & Jackie Brown, 1999. "The role of a pre‐scored multi‐attribute health classification measure in validating condition‐specific health state descriptions," Health Economics, John Wiley & Sons, Ltd., vol. 8(8), pages 685-699, December.
    2. D. Stratmann‐Schoene & T. Kuehn & R. Kreienberg & R. Leidl, 2006. "A preference‐based index for the SF‐12," Health Economics, John Wiley & Sons, Ltd., vol. 15(6), pages 553-564, June.
    3. Stavros Petrou & Christine Hockley, 2005. "An investigation into the empirical validity of the EQ‐5D and SF‐6D based on hypothetical preferences in a general population," Health Economics, John Wiley & Sons, Ltd., vol. 14(11), pages 1169-1189, November.
    4. Päivi Kolu & Jani Raitanen & Clas-Håkan Nygård & Eija Tomás & Riitta Luoto, 2015. "Cost-Effectiveness of Physical Activity among Women with Menopause Symptoms: Findings from a Randomised Controlled Trial," PLOS ONE, Public Library of Science, vol. 10(8), pages 1-14, August.
    5. Simon J Palfreyman & Angela M Tod & John E Brazier & Jonathan A Michaels, 2010. "A systematic review of health‐related quality of life instruments used for people with venous ulcers: an assessment of their suitability and psychometric properties," Journal of Clinical Nursing, John Wiley & Sons, vol. 19(19‐20), pages 2673-2703, October.
    6. Bromley, Hannah L. & Petrie, Dennis & Mann, G.Bruce & Nickson, Carolyn & Rea, Daniel & Roberts, Tracy E., 2019. "Valuing the health states associated with breast cancer screening programmes: A systematic review of economic measures," Social Science & Medicine, Elsevier, vol. 228(C), pages 142-154.
    7. Rodríguez-Míguez, E. & Abellán-Perpiñán, J.M. & Alvarez, X.C. & González, X.M. & Sampayo, A.R., 2016. "The DEP-6D, a new preference-based measure to assess health states of dependency," Social Science & Medicine, Elsevier, vol. 153(C), pages 210-219.
    8. Bansback, Nick & Brazier, John & Tsuchiya, Aki & Anis, Aslam, 2012. "Using a discrete choice experiment to estimate health state utility values," Journal of Health Economics, Elsevier, vol. 31(1), pages 306-318.
    9. Garry R. Barton & Tracey H. Sach & Anthony J. Avery & Claire Jenkinson & Michael Doherty & David K. Whynes & Kenneth R. Muir, 2008. "A comparison of the performance of the EQ‐5D and SF‐6D for individuals aged ≥ 45 years," Health Economics, John Wiley & Sons, Ltd., vol. 17(7), pages 815-832, July.
    10. Janel Hanmer & Barry Dewitt & Lan Yu & Joel Tsevat & Mark Roberts & Dennis Revicki & Paul A Pilkonis & Rachel Hess & Ron D Hays & Baruch Fischhoff & David Feeny & David Condon & David Cella, 2018. "Cross-sectional validation of the PROMIS-Preference scoring system," PLOS ONE, Public Library of Science, vol. 13(7), pages 1-13, July.
    11. Bansback, Nick & Brazier, John & Tsuchiya, Aki & Anis, Aslam, 2010. "Using a discrete choice experiment to estimate societal health state utility values," MPRA Paper 29933, University Library of Munich, Germany.
    12. R.M.P.M. Baltussen & M. Sanon & J. Sommerfeld & R. Würthwein, 2002. "Obtaining disability weights in rural Burkina Faso using a culturally adapted visual analogue scale," Health Economics, John Wiley & Sons, Ltd., vol. 11(2), pages 155-163, March.
    13. Jeff Richardson & Angelo Iezzi & Kompal Sinha & Munir A. Khan & John Mckie, 2014. "An Instrument For Measuring The Social Willingness To Pay For Health State Improvement," Health Economics, John Wiley & Sons, Ltd., vol. 23(7), pages 792-805, July.
    14. Francisco Liébana-Cabanillas & Nidhi Singh & Zoran Kalinic & Elena Carvajal-Trujillo, 2021. "Examining the determinants of continuance intention to use and the moderating effect of the gender and age of users of NFC mobile payments: a multi-analytical approach," Information Technology and Management, Springer, vol. 22(2), pages 133-161, June.
    15. Kristina Burström & Magnus Johannesson & Finn Diderichsen, 2003. "The value of the change in health in Sweden 1980/81 to 1996/97," Health Economics, John Wiley & Sons, Ltd., vol. 12(8), pages 637-654, August.
    16. Yoon, Junghyun & Lee, Hee Yong & Dinwoodie, John, 2015. "Competitiveness of container terminal operating companies in South Korea and the industry–university–government network," Transportation Research Part A: Policy and Practice, Elsevier, vol. 80(C), pages 1-14.
    17. Samer A. Kharroubi & Yara Beyh & Marwa Diab El Harake & Dalia Dawoud & Donna Rowen & John Brazier, 2020. "Examining the Feasibility and Acceptability of Valuing the Arabic Version of SF-6D in a Lebanese Population," IJERPH, MDPI, vol. 17(3), pages 1-15, February.
    18. Md. Mominur Rahman & Bilkis Akhter, 2021. "The impact of investment in human capital on bank performance: evidence from Bangladesh," Future Business Journal, Springer, vol. 7(1), pages 1-13, December.
    19. Usunier, Jean-Claude, 1998. "Oral pleasure and expatriate satisfaction: an empirical approach," International Business Review, Elsevier, vol. 7(1), pages 89-110, February.
    20. Abdul Kadar Muhammad Masum & Md Abul Kalam Azad & Loo-See Beh, 2015. "Determinants of Academics' Job Satisfaction: Empirical Evidence from Private Universities in Bangladesh," PLOS ONE, Public Library of Science, vol. 10(2), pages 1-15, February.

    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:plo:pone00:0223043. 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: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .

    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.