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Original Research

Evaluating the correlations of cost and utility parameters from summary statistics for probabilistic analysis in economic evaluations

ORCID Icon, , , ORCID Icon, ORCID Icon & ORCID Icon
Pages 901-909 | Received 25 Mar 2023, Accepted 30 May 2023, Published online: 12 Jun 2023

References

  • Schober P, Boer C, Schwarte LA. Correlation coefficients: appropriate use and interpretation. Anesth Analg. 2018 May;126(5):1763–1768.
  • Ratzki-Leewing A, Harris SB, Mequanint S, et al. Real-world crude incidence of hypoglycemia in adults with diabetes: results of the InHypo-DM study, Canada. BMJ Open Diabetes Res Care. 2018;6(1):e000503. doi:10.1136/bmjdrc-2017-000503
  • Naversnik K, Rojnik K. Handling input correlations in pharmacoeconomic models. Value Health. 2012 May;15(3):540–549.
  • Canadian Agency for Drugs and Technologies in Health. Guidelines for the economic evaluation of health technologies: Canada. 4th ed. Ottawa (ON): The Agency; 2017. p. 76.
  • Briggs AH, Weinstein MC, Fenwick EA, et al. Model parameter estimation and uncertainty: a report of the ISPOR-SMDM modeling good research practices task force–6. Value Health. 2012;15(6):835–842. doi:10.1016/j.jval.2012.04.014
  • Mukaka MM. Statistics corner: a guide to appropriate use of correlation coefficient in medical research. Malawi Med J. 2012 Sep;24(3):69–71.
  • Ontario Health. Multi-gene pharmacogenomic testing that includes decision-support tools to guide medication selection for major depression: a health technology assessment. Ont Health Technol Assess Ser. 2021;21(13):1–214.
  • Wicklin R. Simulating data with SAS. Cary NC: SAS Institute Inc; 2013.
  • R: a language and environment for statistical computing [Computer program]. Vienna: R Foundation for Statistical Computing; 2022.
  • Briggs A, Sculpher M, Claxton K. Decision modelling for health economic evaluation. Oxford (UK): Oxford University Press; 2006.
  • Gut A. An intermediate course in probability. 2nd ed. New York: Springer-Verlag; 2009. doi:10.1007/978-1-4419-0162-0
  • Tanner JA, Hensel J, Davies PE, et al. Economic burden of depression and associated resource use in Manitoba, Canada. Can J Psychiatry. 2020 May;65(5):338–346.
  • Brod M, Christensen T, Thomsen TL, et al. The impact of non-severe hypoglycemic events on work productivity and diabetes management. Value Health. 2011 Jul;14(5):665–671.
  • Xie X, Guo J, Bremner KE, et al. Review and estimation of disutility for joint health states of severe and nonsevere hypoglycemic events in diabetes. J Comp Eff Res. 2021 Sep;10(13):961–974.
  • Foos V, Varol N, Curtis BH, et al. Economic impact of severe and non-severe hypoglycemia in patients with Type 1 and Type 2 diabetes in the United States. J Med Econ. 2015 Jun;18(6):420–432.
  • Rice JB, Desai U, Cummings AK, et al. Burden of diabetic foot ulcers for medicare and private insurers. Diabetes Care. 2014;37(3):651–658. doi:10.2337/dc13-2176
  • Lugner AK, Krabbe PFM. An overview of the time trade-off method: concept, foundation, and the evaluation of distorting factors in putting a value on health. Expert Rev Pharmacoecon Outcomes Res. 2020 Aug;20(4):331–342.
  • Krahn MD, Bremner KE, Alibhai SM, et al. A reference set of health utilities for long-term survivors of prostate cancer: population-based data from Ontario, Canada. Qual Life Res. 2013 Dec;22(10):2951–2962.
  • Takahara M, Katakami N, Shiraiwa T, et al. Evaluation of health utility values for diabetic complications, treatment regimens, glycemic control and other subjective symptoms in diabetic patients using the EQ-5D-5L. Acta Diabetol. 2019 Mar;56(3):309–319.
  • Devlin NJ, Shah KK, Feng Y, et al. Valuing health-related quality of life: an EQ-5D-5L value set for England. Health Econ. 2018 Jan;27(1):7–22.
  • Pickard AS, Law EH, Jiang R, et al. United States valuation of EQ-5D-5L health states using an international protocol. Value Health. 2019 Aug;22(8):931–941.
  • Peasgood T, Brennan A, Mansell P, et al. The impact of diabetes-related complications on preference-based measures of health-related quality of life in adults with type I diabetes. Med Decis Making. 2016 Nov;36(8):1020–1033.
  • Venables WN, Ripley BD. Modern Applied Statistics with S. 4th ed. New York: Springer; 2002. doi:10.1007/978-0-387-21706-2
  • Hollingworth W, Fawsitt CG, Dixon P, et al. Cost-effectiveness of sertraline in primary care according to initial severity and duration of depressive symptoms: findings from the PANDA RCT. Pharmacoecon Open. 2020 Sep;4(3):427–438.
  • Xie X, Yeung MW, Wang Z, et al. Comparison of the expected rewards between probabilistic and deterministic analyses in a Markov model. Expert Rev Pharmacoecon Outcomes Res. 2020 Apr;20(2):169–175. doi:10.1080/14737167.2019.1615886

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