IDEAS home Printed from https://ideas.repec.org/a/spr/aphecp/v16y2018i1d10.1007_s40258-017-0346-6.html
   My bibliography  Save this article

A Systematic Review of Cost-of-Illness Studies of Multimorbidity

Author

Listed:
  • Lili Wang

    (Menzies Institute for Medical Research and University of Tasmania)

  • Lei Si

    (Menzies Institute for Medical Research and University of Tasmania)

  • Fiona Cocker

    (Menzies Institute for Medical Research and University of Tasmania
    School of Medicine and University of Tasmania)

  • Andrew J. Palmer

    (Menzies Institute for Medical Research and University of Tasmania)

  • Kristy Sanderson

    (University of East Anglia
    Menzies Institute for Medical Research and University of Tasmania)

Abstract

Objectives The economic burden of multimorbidity is considerable. This review analyzed the methods of cost-of-illness (COI) studies and summarized the economic outcomes of multimorbidity. Methods A systematic review (2000–2016) was performed, which was registered with Prospero, reported according to PRISMA, and used a quality checklist adapted for COI studies. The inclusion criteria were peer-reviewed COI studies on multimorbidity, whereas the exclusion criterion was studies focusing on an index disease. Extracted data included the definition, measure, and prevalence of multimorbidity; the number of included health conditions; the age of study population; the variables used in the COI methodology; the percentage of multimorbidity vs. total costs; and the average costs per capita. Results Among the 26 included articles, 14 defined multimorbidity as a simple count of 2 or more conditions. Methodologies used to derive the costs were markedly different. Given different healthcare systems, OOP payments of multimorbidity varied across countries. In the 17 and 12 studies with cut-offs of ≥2 and ≥3 conditions, respectively, the ratios of multimorbidity to non-multimorbidity costs ranged from 2–16 to 2–10. Among the ten studies that provided cost breakdowns, studies with and without a societal perspective attributed the largest percentage of multimorbidity costs to social care and inpatient care/medicine, respectively. Conclusion Multimorbidity was associated with considerable economic burden. Synthesising the cost of multimorbidity was challenging due to multiple definitions of multimorbidity and heterogeneity in COI methods. Count method was most popular to define multimorbidity. There is consistent evidence that multimorbidity was associated with higher costs.

Suggested Citation

  • Lili Wang & Lei Si & Fiona Cocker & Andrew J. Palmer & Kristy Sanderson, 2018. "A Systematic Review of Cost-of-Illness Studies of Multimorbidity," Applied Health Economics and Health Policy, Springer, vol. 16(1), pages 15-29, February.
  • Handle: RePEc:spr:aphecp:v:16:y:2018:i:1:d:10.1007_s40258-017-0346-6
    DOI: 10.1007/s40258-017-0346-6
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s40258-017-0346-6
    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/s40258-017-0346-6?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. Ament, Andre & Evers, Silvia, 1993. "Cost of illness studies in health care: a comparison of two cases," Health Policy, Elsevier, vol. 26(1), pages 29-42, November.
    2. Wiseman, Virginia & Mooney, Gavin, 1998. "SOUNDING BOARD: Burden of illness estimates for priority setting: a debate revisited," Health Policy, Elsevier, vol. 43(3), pages 243-251, March.
    3. Nagede Costa & Helene Derumeaux & Thomas Rapp & Valérie Garnault & Laura Ferlicoq & Sophie Gillette & Sandrine Andrieu & Bruno Vellas & Michel Lamure & Alain Grand & Laurent Molinier, 2012. "Methodological considerations in cost of illness studies on Alzheimer disease," Health Economics Review, Springer, vol. 2(1), pages 1-12, December.
    4. Shiell, Alan & Gerard, Karen & Donaldson, Cam, 1987. "Cost of illness studies: An aid to decision-making?," Health Policy, Elsevier, vol. 8(3), pages 317-323, December.
    5. Drummond, Michael F. & Sculpher, Mark J. & Claxton, Karl & Stoddart, Greg L. & Torrance, George W., 2015. "Methods for the Economic Evaluation of Health Care Programmes," OUP Catalogue, Oxford University Press, edition 4, number 9780199665884.
    6. Lauren N. Steimle & Brian T. Denton, 2017. "Markov Decision Processes for Screening and Treatment of Chronic Diseases," International Series in Operations Research & Management Science, in: Richard J. Boucherie & Nico M. van Dijk (ed.), Markov Decision Processes in Practice, chapter 0, pages 189-222, Springer.
    7. repec:mpr:mprres:3123 is not listed on IDEAS
    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. Kurubaran Ganasegeran & Chee Peng Hor & Mohd Fadzly Amar Jamil & Hong Chuan Loh & Juliana Mohd Noor & Norshahida Abdul Hamid & Purnima Devi Suppiah & Mohd Rizal Abdul Manaf & Alan Swee Hock Ch’ng & Ir, 2020. "A Systematic Review of the Economic Burden of Type 2 Diabetes in Malaysia," IJERPH, MDPI, vol. 17(16), pages 1-23, August.
    2. Jeroen J A Spijker, 2023. "Combining remaining life expectancy and time to death as a measure of old-age dependency related to health care needs," International Journal of Health Economics and Management, Springer, vol. 23(2), pages 173-187, June.
    3. Àngel Lavado & Júlia Serra-Colomer & Mateu Serra-Prat & Emili Burdoy & Mateu Cabré, 2023. "Relationship of frailty status with health resource use and healthcare costs in the population aged 65 and over in Catalonia," European Journal of Ageing, Springer, vol. 20(1), pages 1-10, December.
    4. Giovanni Mario Pes & Giulia Licheri & Sara Soro & Nunzio Pio Longo & Roberta Salis & Giulia Tomassini & Caterina Niolu & Alessandra Errigo & Maria Pina Dore, 2019. "Overweight: A Protective Factor against Comorbidity in the Elderly," IJERPH, MDPI, vol. 16(19), pages 1-10, September.
    5. Xiaowen Wang & Shanshan Yao & Mengying Wang & Guiying Cao & Zishuo Chen & Ziting Huang & Yao Wu & Ling Han & Beibei Xu & Yonghua Hu, 2020. "Multimorbidity among Two Million Adults in China," IJERPH, MDPI, vol. 17(10), pages 1-13, May.
    6. Yifan Zhang & Ranjita Misra & Usha Sambamoorthi, 2020. "Prevalence of Multimorbidity among Asian Indian, Chinese, and Non-Hispanic White Adults in the United States," IJERPH, MDPI, vol. 17(9), pages 1-16, May.

    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. Huajie Jin & Paul McCrone, 2015. "Cost-of-Illness Studies for Bipolar Disorder: Systematic Review of International Studies," PharmacoEconomics, Springer, vol. 33(4), pages 341-353, April.
    2. Allison Larg & John Moss, 2011. "Cost-of-Illness Studies," PharmacoEconomics, Springer, vol. 29(8), pages 653-671, August.
    3. Rebecca Addo & Samuel Agyei Agyemang & Yesim Tozan & Justice Nonvignon, 2018. "Economic burden of caregiving for persons with severe mental illness in sub-Saharan Africa: A systematic review," PLOS ONE, Public Library of Science, vol. 13(8), pages 1-12, August.
    4. Keith Tolley;Gareth Morgan;Ray Cartwright;Rhys Williams, 1998. "Economic Aspects of Non-Hodgkin's Lymphoma," Series on Health 000436, Office of Health Economics.
    5. Chiranjeev Sanyal & Don Husereau, 2020. "Systematic Review of Economic Evaluations of Services Provided by Community Pharmacists," Applied Health Economics and Health Policy, Springer, vol. 18(3), pages 375-392, June.
    6. Andrew J. Mirelman & Miqdad Asaria & Bryony Dawkins & Susan Griffin & Richard Cookson & Peter Berman, 2020. "Fairer Decisions, Better Health for All: Health Equity and Cost-Effectiveness Analysis," World Scientific Book Chapters, in: Paul Revill & Marc Suhrcke & Rodrigo Moreno-Serra & Mark Sculpher (ed.), Global Health Economics Shaping Health Policy in Low- and Middle-Income Countries, chapter 4, pages 99-132, World Scientific Publishing Co. Pte. Ltd..
    7. Christopher M Doran & Irina Kinchin, 2020. "Economic and epidemiological impact of youth suicide in countries with the highest human development index," PLOS ONE, Public Library of Science, vol. 15(5), pages 1-11, May.
    8. Qi Cao & Erik Buskens & Hans L. Hillege & Tiny Jaarsma & Maarten Postma & Douwe Postmus, 2019. "Stratified treatment recommendation or one-size-fits-all? A health economic insight based on graphical exploration," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 20(3), pages 475-482, April.
    9. Dongzhe Hong & Lei Si & Minghuan Jiang & Hui Shao & Wai-kit Ming & Yingnan Zhao & Yan Li & Lizheng Shi, 2019. "Cost Effectiveness of Sodium-Glucose Cotransporter-2 (SGLT2) Inhibitors, Glucagon-Like Peptide-1 (GLP-1) Receptor Agonists, and Dipeptidyl Peptidase-4 (DPP-4) Inhibitors: A Systematic Review," PharmacoEconomics, Springer, vol. 37(6), pages 777-818, June.
    10. Simon Pol & Paula Rojas Garcia & Fernando Antoñanzas Villar & Maarten J. Postma & Antoinette D. I. Asselt, 2021. "Health-Economic Analyses of Diagnostics: Guidance on Design and Reporting," PharmacoEconomics, Springer, vol. 39(12), pages 1355-1363, December.
    11. Paul Revill & Simon Walker & Valentina Cambiano & Andrew Phillips & Mark J Sculpher, 2018. "Reflecting the real value of health care resources in modelling and cost-effectiveness studies—The example of viral load informed differentiated care," PLOS ONE, Public Library of Science, vol. 13(1), pages 1-13, January.
    12. Omar B. Da'ar & Abdi A. Gele, 2023. "Tuberculosis in a weak health system, conflict and fragile zone: The monetary value of human lives lost associated with deaths of persons older than 14 years in Somalia," International Journal of Health Planning and Management, Wiley Blackwell, vol. 38(1), pages 53-68, January.
    13. Anna Nicolet & Antoinette D I van Asselt & Karin M Vermeulen & Paul F M Krabbe, 2020. "Value judgment of new medical treatments: Societal and patient perspectives to inform priority setting in The Netherlands," PLOS ONE, Public Library of Science, vol. 15(7), pages 1-18, July.
    14. McNamara, Simon & Tsuchiya, Aki & Holmes, John, 2021. "Does the UK-public's aversion to inequalities in health differ by group-labelling and health-gain type? A choice-experiment," Social Science & Medicine, Elsevier, vol. 269(C).
    15. Nikolai Mühlberger & Gaby Sroczynski & Artemisa Gogollari & Beate Jahn & Nora Pashayan & Ewout Steyerberg & Martin Widschwendter & Uwe Siebert, 2021. "Cost effectiveness of breast cancer screening and prevention: a systematic review with a focus on risk-adapted strategies," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 22(8), pages 1311-1344, November.
    16. Yasuhiro Hagiwara & Takeru Shiroiwa, 2022. "Estimating Value-Based Price and Quantifying Uncertainty around It in Health Technology Assessment: Frequentist and Bayesian Approaches," Medical Decision Making, , vol. 42(5), pages 672-683, July.
    17. Topuz, Kazim & Urban, Timothy L. & Yildirim, Mehmet B., 2024. "A Markovian score model for evaluating provider performance for continuity of care—An explainable analytics approach," European Journal of Operational Research, Elsevier, vol. 317(2), pages 341-351.
    18. Dina Jankovic & Pedro Saramago Goncalves & Lina Gega & David Marshall & Kath Wright & Meena Hafidh & Rachel Churchill & Laura Bojke, 2022. "Cost Effectiveness of Digital Interventions for Generalised Anxiety Disorder: A Model-Based Analysis," PharmacoEconomics - Open, Springer, vol. 6(3), pages 377-388, May.
    19. Boshen Jiao & Zafar Zafari & Brian Will & Kai Ruggeri & Shukai Li & Peter Muennig, 2017. "The Cost-Effectiveness of Lowering Permissible Noise Levels Around U.S. Airports," IJERPH, MDPI, vol. 14(12), pages 1-10, December.
    20. Stefan A. Lipman & Werner B. F. Brouwer & Arthur E. Attema, 2020. "What is it going to be, TTO or SG? A direct test of the validity of health state valuation," Health Economics, John Wiley & Sons, Ltd., vol. 29(11), pages 1475-1481, November.

    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:aphecp:v:16:y:2018:i:1:d:10.1007_s40258-017-0346-6. 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.