IDEAS home Printed from https://ideas.repec.org/a/sae/medema/v36y2016i5p641-651.html
   My bibliography  Save this article

Development and Evaluation of an Approach to Using Value of Information Analyses for Real-Time Prioritization Decisions Within SWOG, a Large Cancer Clinical Trials Cooperative Group

Author

Listed:
  • Caroline S. Bennette
  • David L. Veenstra
  • Anirban Basu
  • Laurence H. Baker
  • Scott D. Ramsey
  • Josh J. Carlson

Abstract

Objective . Value of information (VOI) analyses can align research with areas with the greatest potential impact on patient outcome, but questions remain concerning the feasibility and acceptability of these approaches to inform prioritization decisions. Our objective was to develop a process for calculating VOI in “real time†to inform trial funding decisions within SWOG, a large cancer clinical trials group. Methods . We developed an efficient and scalable VOI modeling approach using a selected sample of 9 randomized phase II/III trial proposals from the Breast, Gastrointestinal, and Genitourinary Disease Committees reviewed by SWOG’s leadership between 2008 and 2013. There was bidirectional communication between SWOG investigators and the research team throughout the modeling development. Partial expected value of sample information for the treatment effect evaluated by the proposed trial’s primary endpoint was calculated using Monte Carlo simulation. Results . We derived prior uncertainty in the treatment effect estimate from the sample size calculations. Our process was feasible for 8 of 9 trial proposals and efficient: the time required of 1 researcher was

Suggested Citation

  • Caroline S. Bennette & David L. Veenstra & Anirban Basu & Laurence H. Baker & Scott D. Ramsey & Josh J. Carlson, 2016. "Development and Evaluation of an Approach to Using Value of Information Analyses for Real-Time Prioritization Decisions Within SWOG, a Large Cancer Clinical Trials Cooperative Group," Medical Decision Making, , vol. 36(5), pages 641-651, July.
  • Handle: RePEc:sae:medema:v:36:y:2016:i:5:p:641-651
    DOI: 10.1177/0272989X16636847
    as

    Download full text from publisher

    File URL: https://journals.sagepub.com/doi/10.1177/0272989X16636847
    Download Restriction: no

    File URL: https://libkey.io/10.1177/0272989X16636847?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
    ---><---

    References listed on IDEAS

    as
    1. David O. Meltzer & Ties Hoomans & Jeannette W. Chung & Anirban Basu & Kathryn J. Aikin & Amie C. O’Donoghue & John L. Swasy & Helen W. Sullivan & David G. T. Whitehurst & Stirling Bryan & Martyn Lew, 2011. "Minimal Modeling Approaches to Value of Information Analysis for Health Research," Medical Decision Making, , vol. 31(6), pages 785-786, November.
    2. Karl Claxton & Susan Griffin & Hendrik Koffijberg & Claire McKenna, 2013. "Expected health benefits of additional evidence: Principles, methods and applications," Working Papers 083cherp, Centre for Health Economics, University of York.
    3. David O. Meltzer & Ties Hoomans & Jeanette W. Chung & Anirban Basu, 2011. "Minimal Modeling Approaches to Value of Information Analysis for Health Research," Medical Decision Making, , vol. 31(6), pages 1-22, November.
    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. David Glynn & Vijay S. Gc & Karl Claxton & Chris Littlewood & Claire Rothery, 2024. "Rapid Assessment of the Need for Evidence: Applying the Principles of Value of Information to Research Prioritisation," PharmacoEconomics, Springer, vol. 42(9), pages 919-928, September.
    2. David Glynn & Georgios Nikolaidis & Dina Jankovic & Nicky J. Welton, 2023. "Constructing Relative Effect Priors for Research Prioritization and Trial Design: A Meta-epidemiological Analysis," Medical Decision Making, , vol. 43(5), pages 553-563, July.

    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. Blythe Adamson & Dobromir Dimitrov & Beth Devine & Ruanne Barnabas, 2017. "The Potential Cost-Effectiveness of HIV Vaccines: A Systematic Review," PharmacoEconomics - Open, Springer, vol. 1(1), pages 1-12, March.
    2. Haitham Tuffaha & Claire Rothery & Natalia Kunst & Chris Jackson & Mark Strong & Stephen Birch, 2021. "A Review of Web-Based Tools for Value-of-Information Analysis," Applied Health Economics and Health Policy, Springer, vol. 19(5), pages 645-651, September.
    3. Anirban Basu & David Meltzer, 2012. "Private Manufacturers’ Thresholds to Invest in Comparative Effectiveness Trials," PharmacoEconomics, Springer, vol. 30(10), pages 859-868, October.
    4. David Glynn & Vijay S. Gc & Karl Claxton & Chris Littlewood & Claire Rothery, 2024. "Rapid Assessment of the Need for Evidence: Applying the Principles of Value of Information to Research Prioritisation," PharmacoEconomics, Springer, vol. 42(9), pages 919-928, September.
    5. Meltzer David O., 2013. "Opportunities in the Economics of Personalized Health Care and Prevention," Forum for Health Economics & Policy, De Gruyter, vol. 16(2), pages 13-22, June.
    6. Haitham Tuffaha, 2021. "Value of Information Analysis: Are We There Yet?," PharmacoEconomics - Open, Springer, vol. 5(2), pages 139-141, June.
    7. 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.
    8. Rachael L. Fleurence & David O. Meltzer, 2013. "Toward a Science of Research Prioritization? The Use of Value of Information by Multidisciplinary Stakeholder Groups," Medical Decision Making, , vol. 33(4), pages 460-462, May.
    9. Jill Bindels & Bram Ramaekers & Isaac Corro Ramos & Leyla Mohseninejad & Saskia Knies & Janneke Grutters & Maarten Postma & Maiwenn Al & Talitha Feenstra & Manuela Joore, 2016. "Use of Value of Information in Healthcare Decision Making: Exploring Multiple Perspectives," PharmacoEconomics, Springer, vol. 34(3), pages 315-322, March.
    10. Jill Bindels & Bram Ramaekers & Isaac Ramos & Leyla Mohseninejad & Saskia Knies & Janneke Grutters & Maarten Postma & Maiwenn Al & Talitha Feenstra & Manuela Joore, 2016. "Use of Value of Information in Healthcare Decision Making: Exploring Multiple Perspectives," PharmacoEconomics, Springer, vol. 34(3), pages 315-322, March.

    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:sae:medema:v:36:y:2016:i:5:p:641-651. 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: SAGE Publications (email available below). General contact details of provider: .

    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.