IDEAS home Printed from https://ideas.repec.org/a/spr/eujhec/v15y2014i7p681-695.html
   My bibliography  Save this article

Public funding of pharmaceuticals in the Netherlands: investigating the effect of evidence, process and context on CVZ decision-making

Author

Listed:
  • Karin Cerri
  • Martin Knapp
  • Jose-Luis Fernandez

Abstract

The College Voor Zorgverzekeringen (CVZ) provides guidance to the Dutch healthcare system on funding and use of new pharmaceutical technologies. This study examined the impact of evidence, process and context factors on CVZ decisions in 2004–2009. A data set of CVZ decisions pertaining to pharmaceutical technologies was created, including 29 variables extracted from published information. A three-category outcome variable was used, defined as the decision to ‘recommend’, ‘restrict’ or ‘not recommend’ a technology. Technologies included in list 1A/1B or on the expensive drug list were considered recommended; those included in list 2 or for which patient co-payment is required were considered restricted; technologies not included on any reimbursement list were classified as ‘not recommended’. Using multinomial logistic regression, the relative contribution of explanatory variables on CVZ decisions was assessed. In all, 244 technology appraisals (256 technologies) were analysed, with 51 %, of technologies recommended, 33 % restricted and 16 % not recommended by CVZ for funding. The multinomial model showed significant associations (p ≤ 0.10) between CVZ outcome and several variables, including: (1) use of an active comparator and demonstration of statistical superiority of the primary endpoint in clinical trials, (2) pharmaceutical budget impact associated with introduction of the technology, (3) therapeutic indication and (4) prevalence of the target population. Results confirm the value of a comprehensive and multivariate approach to understanding CVZ decision-making. Copyright Springer-Verlag Berlin Heidelberg 2014

Suggested Citation

  • Karin Cerri & Martin Knapp & Jose-Luis Fernandez, 2014. "Public funding of pharmaceuticals in the Netherlands: investigating the effect of evidence, process and context on CVZ decision-making," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 15(7), pages 681-695, September.
  • Handle: RePEc:spr:eujhec:v:15:y:2014:i:7:p:681-695
    DOI: 10.1007/s10198-013-0514-z
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1007/s10198-013-0514-z
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1007/s10198-013-0514-z?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. Martin Buxton, 2005. "How much are health-care systems prepared to pay to produce a QALY?," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 6(4), pages 285-287, December.
    2. E. Stolk & M. Poley, 2005. "Criteria for determining a basic health services package," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 6(1), pages 2-7, March.
    3. Cerri, Karin H. & Knapp, Martin & Fernandez, Jose-Luis, 2014. "Decision making by NICE: examining the influences of evidence, process and context," Health Economics, Policy and Law, Cambridge University Press, vol. 9(2), pages 119-141, April.
    4. Ross, Jayne, 1995. "The use of economic evaluation in health care: Australian decision makers' perceptions," Health Policy, Elsevier, vol. 31(2), pages 103-110, February.
    5. Al, Maiwenn J. & Feenstra, Talitha & Brouwer, Werner B. F., 2004. "Decision makers' views on health care objectives and budget constraints: results from a pilot study," Health Policy, Elsevier, vol. 70(1), pages 33-48, October.
    6. Angela Rocchi & Elizabeth Miller & Robert Hopkins & Ron Goeree, 2012. "Common Drug Review Recommendations," PharmacoEconomics, Springer, vol. 30(3), pages 229-246, March.
    7. Fischer, Katharina Elisabeth, 2012. "A systematic review of coverage decision-making on health technologies—Evidence from the real world," Health Policy, Elsevier, vol. 107(2), pages 218-230.
    8. Dakin, Helen Angela & Devlin, Nancy J. & Odeyemi, Isaac A.O., 2006. ""Yes", "No" or "Yes, but"? Multinomial modelling of NICE decision-making," Health Policy, Elsevier, vol. 77(3), pages 352-367, August.
    9. Vuorenkoski, Lauri & Toiviainen, Hanna & Hemminki, Elina, 2008. "Decision-making in priority setting for medicines--A review of empirical studies," Health Policy, Elsevier, vol. 86(1), pages 1-9, April.
    10. Stirling Bryan & Iestyn Williams & Shirley McIver, 2007. "Seeing the NICE side of cost‐effectiveness analysis: a qualitative investigation of the use of CEA in NICE technology appraisals," Health Economics, John Wiley & Sons, Ltd., vol. 16(2), pages 179-193, February.
    11. Marja Pronk & Gouke Bonsel, 2004. "Out-patient drug policy by clinical assessment rather than financial constraints?," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 5(3), pages 274-277, September.
    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. Chris Schilling & Duncan Mortimer & Kim Dalziel, 2017. "Using CART to Identify Thresholds and Hierarchies in the Determinants of Funding Decisions," Medical Decision Making, , vol. 37(2), pages 173-182, February.
    2. Doyeon Lee & Keunhwan Kim, 2022. "National Investment Framework for Revitalizing the R&D Collaborative Ecosystem of Sustainable Smart Agriculture," Sustainability, MDPI, vol. 14(11), pages 1-30, May.
    3. Peter Ghijben & Yuanyuan Gu & Emily Lancsar & Silva Zavarsek, 2018. "Revealed and Stated Preferences of Decision Makers for Priority Setting in Health Technology Assessment: A Systematic Review," PharmacoEconomics, Springer, vol. 36(3), pages 323-340, March.
    4. Kisser, Agnes & Tüchler, Heinz & Erdös, Judit & Wild, Claudia, 2016. "Factors influencing coverage decisions on medical devices: A retrospective analysis of 78 medical device appraisals for the Austrian hospital benefit catalogue 2008–2015," Health Policy, Elsevier, vol. 120(8), pages 903-912.
    5. Malinowski, Krzysztof Piotr & Kawalec, Paweł & Trąbka, Wojciech, 2016. "Impact of patient outcomes and cost aspects on reimbursement recommendations in Poland in 2012–2014," Health Policy, Elsevier, vol. 120(11), pages 1249-1255.
    6. Kleinhout-Vliek, Tineke & de Bont, Antoinette & Boer, Bert, 2017. "The bare necessities? A realist review of necessity argumentations used in health care coverage decisions," Health Policy, Elsevier, vol. 121(7), pages 731-744.

    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. Peter Ghijben & Yuanyuan Gu & Emily Lancsar & Silva Zavarsek, 2018. "Revealed and Stated Preferences of Decision Makers for Priority Setting in Health Technology Assessment: A Systematic Review," PharmacoEconomics, Springer, vol. 36(3), pages 323-340, March.
    2. Katharina Fischer & Reiner Leidl, 2014. "Analysing coverage decision-making: opening Pandora’s box?," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 15(9), pages 899-906, December.
    3. Fischer, Katharina E. & Rogowski, Wolf H. & Leidl, Reiner & Stollenwerk, Björn, 2013. "Transparency vs. closed-door policy: Do process characteristics have an impact on the outcomes of coverage decisions? A statistical analysis," Health Policy, Elsevier, vol. 112(3), pages 187-196.
    4. Wranik, Wiesława Dominika & Zielińska, Dorota Anna & Gambold, Liesl & Sevgur, Serperi, 2019. "Threats to the value of Health Technology Assessment: Qualitative evidence from Canada and Poland," Health Policy, Elsevier, vol. 123(2), pages 191-202.
    5. Chris Schilling & Duncan Mortimer & Kim Dalziel, 2017. "Using CART to Identify Thresholds and Hierarchies in the Determinants of Funding Decisions," Medical Decision Making, , vol. 37(2), pages 173-182, February.
    6. Gregory Merlo & Katie Page & Julie Ratcliffe & Kate Halton & Nicholas Graves, 2015. "Bridging the Gap: Exploring the Barriers to Using Economic Evidence in Healthcare Decision Making and Strategies for Improving Uptake," Applied Health Economics and Health Policy, Springer, vol. 13(3), pages 303-309, June.
    7. Gregory Merlo & Katie Page & Pauline Zardo & Nicholas Graves, 2019. "Applying an Implementation Framework to the Use of Evidence from Economic Evaluations in Making Healthcare Decisions," Applied Health Economics and Health Policy, Springer, vol. 17(4), pages 533-543, August.
    8. E. Stolk & M. Poley, 2005. "Criteria for determining a basic health services package," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 6(1), pages 2-7, March.
    9. Michael E. Otim & Augustine D. Asante & Margaret Kelaher & Ian P. Anderson & Stephen Jan, 2016. "Acceptability of programme budgeting and marginal analysis as a tool for routine priority setting in Indigenous health," International Journal of Health Planning and Management, Wiley Blackwell, vol. 31(3), pages 277-295, July.
    10. Leonie Segal & Kim Dalziel & Duncan Mortimer, 2010. "Fixing the game: are between‐silo differences in funding arrangements handicapping some interventions and giving others a head‐start?," Health Economics, John Wiley & Sons, Ltd., vol. 19(4), pages 449-465, April.
    11. Kisser, Agnes & Tüchler, Heinz & Erdös, Judit & Wild, Claudia, 2016. "Factors influencing coverage decisions on medical devices: A retrospective analysis of 78 medical device appraisals for the Austrian hospital benefit catalogue 2008–2015," Health Policy, Elsevier, vol. 120(8), pages 903-912.
    12. Legood, Rosa & Wolstenholme, Jane & Gray, Alastair, 2009. "From cost-effectiveness information to decision-making on liquid-based cytology: Mind the gap," Health Policy, Elsevier, vol. 89(2), pages 193-200, February.
    13. Elias Asfaw Zegeye & Josue Mbonigaba & Sylvia Blanche Kaye & Thomas Wilkinson, 2017. "Economic Evaluation in Ethiopian Healthcare Sector Decision Making: Perception, Practice and Barriers," Applied Health Economics and Health Policy, Springer, vol. 15(1), pages 33-43, February.
    14. Maynou, Laia & Cairns, John, 2019. "What is driving HTA decision-making? Evidence from cancer drug reimbursement decisions from 6 European countries," Health Policy, Elsevier, vol. 123(2), pages 130-139.
    15. Helen Dakin & Nancy Devlin & Yan Feng & Nigel Rice & Phill O'Neill & David Parkin, 2015. "The Influence of Cost‐Effectiveness and Other Factors on Nice Decisions," Health Economics, John Wiley & Sons, Ltd., vol. 24(10), pages 1256-1271, October.
    16. Maynou, Laia & Cairns, John, 2018. "What is driving HTA decision-making? Evidence from cancer drug reimbursement decisions from 6 European countries," LSE Research Online Documents on Economics 90877, London School of Economics and Political Science, LSE Library.
    17. Eddama, Oya & Coast, Joanna, 2008. "A systematic review of the use of economic evaluation in local decision-making," Health Policy, Elsevier, vol. 86(2-3), pages 129-141, May.
    18. E. Wetering & E. Stolk & N. Exel & W. Brouwer, 2013. "Balancing equity and efficiency in the Dutch basic benefits package using the principle of proportional shortfall," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 14(1), pages 107-115, February.
    19. Williams, Iestyn & Bryan, Stirling, 2007. "Understanding the limited impact of economic evaluation in health care resource allocation: A conceptual framework," Health Policy, Elsevier, vol. 80(1), pages 135-143, January.
    20. Fischer, Katharina Elisabeth & Heisser, Thomas & Stargardt, Tom, 2016. "Health benefit assessment of pharmaceuticals: An international comparison of decisions from Germany, England, Scotland and Australia," Health Policy, Elsevier, vol. 120(10), pages 1115-1122.

    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:eujhec:v:15:y:2014:i:7:p:681-695. 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.