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Better informing decision making with multiple outcomes cost-effectiveness analysis under uncertainty in cost-disutility space

Journal Article


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Abstract


  • Introduction

    Comparing multiple, diverse outcomes with cost-effectiveness analysis (CEA) is important, yet challenging in areas like palliative care where domains are unamenable to integration with survival. Generic multi-attribute utility values exclude important domains and non-health outcomes, while partial analyses—where outcomes are considered separately, with their joint relationship under uncertainty ignored—lead to incorrect inference regarding preferred strategies.

    Objective

    The objective of this paper is to consider whether such decision making can be better informed with alternative presentation and summary measures, extending methods previously shown to have advantages in multiple strategy comparison.

    Methods

    Multiple outcomes CEA of a home-based palliative care model (PEACH) relative to usual care is undertaken in cost disutility (CDU) space and compared with analysis on the cost-effectiveness plane. Summary measures developed for comparing strategies across potential threshold values for multiple outcomes include: expected net loss (ENL) planes quantifying differences in expected net benefit; the ENL contour identifying preferred strategies minimising ENL and their expected value of perfect information; and cost-effectiveness acceptability planes showing probability of strategies minimising ENL.

    Results

    Conventional analysis suggests PEACH is cost-effective when the threshold value per additional day at home (1) exceeds $1,068 or dominated by usual care when only the proportion of home deaths is considered. In contrast, neither alternative dominate in CDU space where cost and outcomes are jointly considered, with the optimal strategy depending on threshold values. For example, PEACH minimises ENL when 1=$2,000 and 2=$2,000 (threshold value for dying at home), with a 51.6% chance of PEACH being cost-effective.

    Conclusion

    Comparison in CDU space and associated summary measures have distinct advantages to multiple domain comparisons, aiding transparent and robust joint comparison of costs and multiple effects under uncertainty across potential threshold values for effect, better informing net benefit assessment and related reimbursement and research decisions.

Authors


  •   McCaffrey, Nikki (external author)
  •   Agar, Meera (external author)
  •   Harlum, Janeane (external author)
  •   Karnon, Jonathon (external author)
  •   Currow, David C. (external author)
  •   Eckermann, Simon

Publication Date


  • 2015

Citation


  • N. McCaffrey, M. Agar, J. Harlum, J. Karnon, D. Currow & S. Eckermann, "Better informing decision making with multiple outcomes cost-effectiveness analysis under uncertainty in cost-disutility space", PLoS One 10 3 (2015) e0115544-1-e0115544-19.

Scopus Eid


  • 2-s2.0-84929485694

Ro Full-text Url


  • http://ro.uow.edu.au/cgi/viewcontent.cgi?article=1656&context=ahsri

Ro Metadata Url


  • http://ro.uow.edu.au/ahsri/648

Has Global Citation Frequency


Start Page


  • e0115544-1

End Page


  • e0115544-19

Volume


  • 10

Issue


  • 3

Place Of Publication


  • United States

Abstract


  • Introduction

    Comparing multiple, diverse outcomes with cost-effectiveness analysis (CEA) is important, yet challenging in areas like palliative care where domains are unamenable to integration with survival. Generic multi-attribute utility values exclude important domains and non-health outcomes, while partial analyses—where outcomes are considered separately, with their joint relationship under uncertainty ignored—lead to incorrect inference regarding preferred strategies.

    Objective

    The objective of this paper is to consider whether such decision making can be better informed with alternative presentation and summary measures, extending methods previously shown to have advantages in multiple strategy comparison.

    Methods

    Multiple outcomes CEA of a home-based palliative care model (PEACH) relative to usual care is undertaken in cost disutility (CDU) space and compared with analysis on the cost-effectiveness plane. Summary measures developed for comparing strategies across potential threshold values for multiple outcomes include: expected net loss (ENL) planes quantifying differences in expected net benefit; the ENL contour identifying preferred strategies minimising ENL and their expected value of perfect information; and cost-effectiveness acceptability planes showing probability of strategies minimising ENL.

    Results

    Conventional analysis suggests PEACH is cost-effective when the threshold value per additional day at home (1) exceeds $1,068 or dominated by usual care when only the proportion of home deaths is considered. In contrast, neither alternative dominate in CDU space where cost and outcomes are jointly considered, with the optimal strategy depending on threshold values. For example, PEACH minimises ENL when 1=$2,000 and 2=$2,000 (threshold value for dying at home), with a 51.6% chance of PEACH being cost-effective.

    Conclusion

    Comparison in CDU space and associated summary measures have distinct advantages to multiple domain comparisons, aiding transparent and robust joint comparison of costs and multiple effects under uncertainty across potential threshold values for effect, better informing net benefit assessment and related reimbursement and research decisions.

Authors


  •   McCaffrey, Nikki (external author)
  •   Agar, Meera (external author)
  •   Harlum, Janeane (external author)
  •   Karnon, Jonathon (external author)
  •   Currow, David C. (external author)
  •   Eckermann, Simon

Publication Date


  • 2015

Citation


  • N. McCaffrey, M. Agar, J. Harlum, J. Karnon, D. Currow & S. Eckermann, "Better informing decision making with multiple outcomes cost-effectiveness analysis under uncertainty in cost-disutility space", PLoS One 10 3 (2015) e0115544-1-e0115544-19.

Scopus Eid


  • 2-s2.0-84929485694

Ro Full-text Url


  • http://ro.uow.edu.au/cgi/viewcontent.cgi?article=1656&context=ahsri

Ro Metadata Url


  • http://ro.uow.edu.au/ahsri/648

Has Global Citation Frequency


Start Page


  • e0115544-1

End Page


  • e0115544-19

Volume


  • 10

Issue


  • 3

Place Of Publication


  • United States