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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
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    References listed on IDEAS

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    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. 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.
    5. repec:mpr:mprres:3123 is not listed on IDEAS
    6. 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.
    7. 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, Decembrie.
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    2. 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.
    3. 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.
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