IDEAS home Printed from https://ideas.repec.org/a/spr/patien/v11y2018i1d10.1007_s40271-017-0259-3.html
   My bibliography  Save this article

Predicting EuroQoL 5 Dimensions 5 Levels (EQ-5D-5L) Utilities from Older People’s Quality of Life Brief Questionnaire (OPQoL-Brief) Scores

Author

Listed:
  • Billingsley Kaambwa

    (Flinders University)

  • Julie Ratcliffe

    (University of South Australia Business School)

Abstract

Background and Objective Economic evaluation of healthcare treatment and services targeted at older people requires measurement of utility-based quality-of-life outcomes but it is not always possible to collect such outcome data. It may, however, be possible to estimate these outcomes using non-utility measures of quality of life where the latter have been collected. The objective of this study was to develop a regression-based algorithm to map a non-utility-based outcome, the Older People’s Quality of Life brief questionnaire (OPQoL-brief), onto a utility-based outcome, the EuroQoL 5 Dimensions 5 Levels (EQ-5D-5L). Methods The estimation sample comprised 330 community-based Australian older people (>65 years), while the validation sample consisted of 293 older people from a separate study. Six regression techniques were employed to estimate utilities from OPQoL-brief. The predictive accuracy of 54 regression models (six regression techniques × nine model specifications) was assessed using six criteria: mean absolute error (MAE), root mean squared error (RMSE), correlation, distribution of predicted utilities, distribution of residuals, and proportion of predictions with absolute errors

Suggested Citation

  • Billingsley Kaambwa & Julie Ratcliffe, 2018. "Predicting EuroQoL 5 Dimensions 5 Levels (EQ-5D-5L) Utilities from Older People’s Quality of Life Brief Questionnaire (OPQoL-Brief) Scores," The Patient: Patient-Centered Outcomes Research, Springer;International Academy of Health Preference Research, vol. 11(1), pages 39-54, February.
    • Handle: RePEc:spr:patien:v:11:y:2018:i:1:d:10.1007_s40271-017-0259-3
    DOI: 10.1007/s40271-017-0259-3
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s40271-017-0259-3
    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/s40271-017-0259-3?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. Tsuchiya, A & Brazier, J & McColl, E & Parkin, D, 2002. "Deriving preference-based single indices from non-preference based condition-specific instruments: converting AQLQ into EQ5D indices," MPRA Paper 29740, University Library of Munich, Germany.
    2. Kaambwa, Billingsley & Lancsar, Emily & McCaffrey, Nicola & Chen, Gang & Gill, Liz & Cameron, Ian D. & Crotty, Maria & Ratcliffe, Julie, 2015. "Investigating consumers' and informal carers' views and preferences for consumer directed care: A discrete choice experiment," Social Science & Medicine, Elsevier, vol. 140(C), pages 81-94.
    3. Briggs, Andrew & Sculpher, Mark & Claxton, Karl, 2006. "Decision Modelling for Health Economic Evaluation," OUP Catalogue, Oxford University Press, number 9780198526629, Decembrie.
    4. Paul Kind & Geoffrey Hardman & Susan Macran, 1999. "UK population norms for EQ-5D," Working Papers 172chedp, Centre for Health Economics, University of York.
    5. Drummond, Michael F. & Sculpher, Mark J. & Torrance, George W. & O'Brien, Bernie J. & Stoddart, Greg L., 2005. "Methods for the Economic Evaluation of Health Care Programmes," OUP Catalogue, Oxford University Press, edition 3, number 9780198529453, Decembrie.
    6. Billingsley Kaambwa & Gang Chen & Julie Ratcliffe & Angelo Iezzi & Aimee Maxwell & Jeff Richardson, 2017. "Mapping Between the Sydney Asthma Quality of Life Questionnaire (AQLQ-S) and Five Multi-Attribute Utility Instruments (MAUIs)," PharmacoEconomics, Springer, vol. 35(1), pages 111-124, January.
    7. Catherine Milte & Ruth Walker & Mary Luszcz & Emily Lancsar & Billingsley Kaambwa & Julie Ratcliffe, 2014. "How Important Is Health Status in Defining Quality of Life for Older People? An Exploratory Study of the Views of Older South Australians," Applied Health Economics and Health Policy, Springer, vol. 12(1), pages 73-84, February.
    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. Billingsley Kaambwa & Norma B. Bulamu & Christine Mpundu-Kaambwa & Raymond Oppong, 2021. "Convergent and Discriminant Validity of the Barthel Index and the EQ-5D-3L When Used on Older People in a Rehabilitation Setting," IJERPH, MDPI, vol. 18(19), pages 1-16, September.

    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. Billingsley Kaambwa & Gang Chen & Julie Ratcliffe & Angelo Iezzi & Aimee Maxwell & Jeff Richardson, 2017. "Mapping Between the Sydney Asthma Quality of Life Questionnaire (AQLQ-S) and Five Multi-Attribute Utility Instruments (MAUIs)," PharmacoEconomics, Springer, vol. 35(1), pages 111-124, January.
    2. Christine Mpundu-Kaambwa & Gang Chen & Remo Russo & Katherine Stevens & Karin Dam Petersen & Julie Ratcliffe, 2017. "Mapping CHU9D Utility Scores from the PedsQLTM 4.0 SF-15," PharmacoEconomics, Springer, vol. 35(4), pages 453-467, April.
    3. Mark Oppe & Daniela Ortín-Sulbarán & Carlos Vila Silván & Anabel Estévez-Carrillo & Juan M. Ramos-Goñi, 2021. "Cost-effectiveness of adding Sativex® spray to spasticity care in Belgium: using bootstrapping instead of Monte Carlo simulation for probabilistic sensitivity analyses," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 22(5), pages 711-721, July.
    4. Eleanor Heather & Katherine Payne & Mark Harrison & Deborah Symmons, 2014. "Including Adverse Drug Events in Economic Evaluations of Anti-Tumour Necrosis Factor-α Drugs for Adult Rheumatoid Arthritis: A Systematic Review of Economic Decision Analytic Models," PharmacoEconomics, Springer, vol. 32(2), pages 109-134, February.
    5. Manuel Gomes & Robert Aldridge & Peter Wylie & James Bell & Owen Epstein, 2013. "Cost-Effectiveness Analysis of 3-D Computerized Tomography Colonography Versus Optical Colonoscopy for Imaging Symptomatic Gastroenterology Patients," Applied Health Economics and Health Policy, Springer, vol. 11(2), pages 107-117, April.
    6. Neily Zakiyah & Antoinette D I van Asselt & Frank Roijmans & Maarten J Postma, 2016. "Economic Evaluation of Family Planning Interventions in Low and Middle Income Countries; A Systematic Review," PLOS ONE, Public Library of Science, vol. 11(12), pages 1-19, December.
    7. Rosarin Sruamsiri & Piyameth Dilokthornsakul & Chayanin Pratoomsoot & Nathorn Chaiyakunapruk, 2014. "A Cost-effectiveness Study of Intravenous Immunoglobulin in Childhood Idiopathic Thrombocytopenia Purpura Patients with Life-Threatening Bleeding," PharmacoEconomics, Springer, vol. 32(8), pages 801-813, August.
    8. Claire McKenna & Karl Claxton, 2011. "Addressing Adoption and Research Design Decisions Simultaneously," Medical Decision Making, , vol. 31(6), pages 853-865, November.
    9. C. Elizabeth McCarron & Eleanor M. Pullenayegum & Lehana Thabane & Ron Goeree & Jean-Eric Tarride, 2013. "The Impact of Using Informative Priors in a Bayesian Cost-Effectiveness Analysis," Medical Decision Making, , vol. 33(3), pages 437-450, April.
    10. Weatherly, Helen & Drummond, Michael & Claxton, Karl & Cookson, Richard & Ferguson, Brian & Godfrey, Christine & Rice, Nigel & Sculpher, Mark & Sowden, Amanda, 2009. "Methods for assessing the cost-effectiveness of public health interventions: Key challenges and recommendations," Health Policy, Elsevier, vol. 93(2-3), pages 85-92, December.
    11. Andrija S Grustam & Nasuh Buyukkaramikli & Ron Koymans & Hubertus J M Vrijhoef & Johan L Severens, 2019. "Value of information analysis in telehealth for chronic heart failure management," PLOS ONE, Public Library of Science, vol. 14(6), pages 1-23, June.
    12. Fernando Alarid-Escudero & Karen M. Kuntz, 2020. "Potential Bias Associated with Modeling the Effectiveness of Healthcare Interventions in Reducing Mortality Using an Overall Hazard Ratio," PharmacoEconomics, Springer, vol. 38(3), pages 285-296, March.
    13. Kobelt, G., 2013. "Health Economics: An Introduction to Economic Evaluation," Monographs, Office of Health Economics, number 000004.
    14. John Brazier & Donna Rowen & Yaling Yang & Aki Tsuchiya, 2012. "Comparison of health state utility values derived using time trade-off, rank and discrete choice data anchored on the full health-dead scale," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 13(5), pages 575-587, October.
    15. Janneke Grutters & Mark Sculpher & Andrew Briggs & Johan Severens & Math Candel & James Stahl & Dirk Ruysscher & Albert Boer & Bram Ramaekers & Manuela Joore, 2013. "Acknowledging Patient Heterogeneity in Economic Evaluation," PharmacoEconomics, Springer, vol. 31(2), pages 111-123, February.
    16. Simon, Judit & Anand, Paul & Gray, Alastair & Rugkåsa, Jorun & Yeeles, Ksenija & Burns, Tom, 2013. "Operationalising the capability approach for outcome measurement in mental health research," Social Science & Medicine, Elsevier, vol. 98(C), pages 187-196.
    17. A C Bouman & A J ten Cate-Hoek & B L T Ramaekers & M A Joore, 2015. "Sample Size Estimation for Non-Inferiority Trials: Frequentist Approach versus Decision Theory Approach," PLOS ONE, Public Library of Science, vol. 10(6), pages 1-14, June.
    18. Ulla Griffiths & Benedict Anigbogu & Kiran Nanchahal, 2012. "Economic evaluations of adult weight management interventions," Applied Health Economics and Health Policy, Springer, vol. 10(3), pages 145-162, May.
    19. Edward Wilson, 2015. "A Practical Guide to Value of Information Analysis," PharmacoEconomics, Springer, vol. 33(2), pages 105-121, February.
    20. Yesim Tozan & Pitcha Ratanawong & Valérie R Louis & Pattamaporn Kittayapong & Annelies Wilder-Smith, 2014. "Use of Insecticide-Treated School Uniforms for Prevention of Dengue in Schoolchildren: A Cost-Effectiveness Analysis," PLOS ONE, Public Library of Science, vol. 9(9), pages 1-9, September.

    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:patien:v:11:y:2018:i:1:d:10.1007_s40271-017-0259-3. 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.