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Exploring the relationship between costs and quality: Does the joint evaluation of costs and quality alter the ranking of Danish hospital departments?

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  • Anne Hvenegaard
  • Jacob Arendt
  • Andrew Street
  • Dorte Gyrd-Hansen

Abstract

Objective: The purpose is to assess whether the joint evaluation of costs and quality affects the ranking of hospital departments relative to performance based on cost performance alone. Methods: Using patient level data, in which 3,754 patients across six vascular departments are pooled we estimate fixed effect models for costs (linear) and quality (logistic). We consider two quality measures; mortality and wound complications. To assess whether the joint evaluation of costs and quality affects the ranking of departments, we construct joint confidence regions for each pair of departmental effects for costs and quality by using a bootstrap method and rank departments according to their costeffectiveness ratio. Results: The association between cost and quality differs depending on how which quality is measured. Lower costs tend to associate with higher mortality, implying a cost-quality trade-off. In contrast there is no clear association between costs and wound complications among vascular departments. Conclusions: Compared to benchmarking of departments based solely on their costs, we show that the ranking of departments may be altered considerably when quality is taken into account. Consequently, it is important to have a well-rounded view of departmental objectives when undertaking performance evaluation.
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  • Anne Hvenegaard & Jacob Arendt & Andrew Street & Dorte Gyrd-Hansen, 2011. "Exploring the relationship between costs and quality: Does the joint evaluation of costs and quality alter the ranking of Danish hospital departments?," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 12(6), pages 541-551, December.
  • Handle: RePEc:spr:eujhec:v:12:y:2011:i:6:p:541-551
    DOI: 10.1007/s10198-010-0268-9
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    1. Kathleen Carey & James F. Burgess, 1999. "On measuring the hospital cost/quality trade‐off," Health Economics, John Wiley & Sons, Ltd., vol. 8(6), pages 509-520, September.
    2. Schokkaert, Erik & Van de Voorde, Carine, 2004. "Risk selection and the specification of the conventional risk adjustment formula," Journal of Health Economics, Elsevier, vol. 23(6), pages 1237-1259, November.
    3. Clara Dismuke & Vania Sena, 2001. "Is there a Trade-Off between Quality and Productivity? The Case of Diagnostic Technologies in Portugal," Annals of Operations Research, Springer, vol. 107(1), pages 101-116, October.
    4. Anni Ankjær-Jensen & Pernille Rosling & Lone Bilde, 2006. "Variable prospective financing in the Danish hospital sector and the development of a Danish case-mix system," Health Care Management Science, Springer, vol. 9(3), pages 259-268, August.
    5. Jaime Pinilla & Carles Murillo & Genís Carrasco & Carlos Humet, 2006. "Case-control analysis of the financial cost of medication errors in hospitalized patients," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 7(1), pages 66-71, March.
    6. Gertler, Paul J & Waldman, Donald M, 1992. "Quality-Adjusted Cost Functions and Policy Evaluation in the Nursing Home Industry," Journal of Political Economy, University of Chicago Press, vol. 100(6), pages 1232-1256, December.
    7. Schmidt, Peter & Sickles, Robin C, 1984. "Production Frontiers and Panel Data," Journal of Business & Economic Statistics, American Statistical Association, vol. 2(4), pages 367-374, October.
    8. Niccie L. McKay & Mary E. Deily, 2008. "Cost inefficiency and hospital health outcomes," Health Economics, John Wiley & Sons, Ltd., vol. 17(7), pages 833-848, July.
    9. Diego Prior, 2006. "Efficiency and total quality management in health care organizations: A dynamic frontier approach," Annals of Operations Research, Springer, vol. 145(1), pages 281-299, July.
    10. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, April.
    11. Bruce Hollingsworth, 2008. "The measurement of efficiency and productivity of health care delivery," Health Economics, John Wiley & Sons, Ltd., vol. 17(10), pages 1107-1128, October.
    12. Jan Clement & Vivian Valdmanis & Gloria Bazzoli & Mei Zhao & Askar Chukmaitov, 2008. "Is more better? An analysis of hospital outcomes and efficiency with a DEA model of output congestion," Health Care Management Science, Springer, vol. 11(1), pages 67-77, March.
    13. Hauck, Katharina & Street, Andrew, 2006. "Performance assessment in the context of multiple objectives: A multivariate multilevel analysis," Journal of Health Economics, Elsevier, vol. 25(6), pages 1029-1048, November.
    14. Kim Rose Olsen & Andrew Street, 2008. "The analysis of efficiency among a small number of organisations: How inferences can be improved by exploiting patient‐level data," Health Economics, John Wiley & Sons, Ltd., vol. 17(6), pages 671-681, June.
    15. Hugh Gravelle, 2003. "Measuring income related inequality in health: standardisation and the partial concentration index," Health Economics, John Wiley & Sons, Ltd., vol. 12(10), pages 803-819, October.
    16. Diego Prior & Magda Solà, 2000. "Technical efficiency and economies of diversification in health care," Health Care Management Science, Springer, vol. 3(4), pages 299-307, September.
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    1. Nils Gutacker & Chris Bojke & Silvio Daidone & Nancy J. Devlin & David Parkin & Andrew Street, 2013. "Truly Inefficient Or Providing Better Quality Of Care? Analysing The Relationship Between Risk‐Adjusted Hospital Costs And Patients' Health Outcomes," Health Economics, John Wiley & Sons, Ltd., vol. 22(8), pages 931-947, August.
    2. Lucile Veran, 2016. "La relation entre les coûts et la qualité des soins : une alliance profitable pour les établissements de santé ? The relationship between costs and quality of care : a profitable alliance for hospital," Working Papers CREGO 1160401, Université de Bourgogne - CREGO EA7317 Centre de recherches en gestion des organisations.
    3. Valerie Moran & Rowena Jacobs, 2018. "Investigating the relationship between costs and outcomes for English mental health providers: a bi-variate multi-level regression analysis," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 19(5), pages 709-718, June.
    4. Chenzhang Bao & Indranil R. Bardhan, 2022. "Performance of Accountable Care Organizations: Health Information Technology and Quality–Efficiency Trade-Offs," Information Systems Research, INFORMS, vol. 33(2), pages 697-717, June.
    5. Lukas Kwietniewski & Mareike Heimeshoff & Jonas Schreyögg, 2017. "Estimation of a physician practice cost function," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 18(4), pages 481-494, May.
    6. Eran Manes & Anat Tchetchik & Yosef Tobol & Ronen Durst & Gabriel Chodick, 2019. "An Empirical Investigation of “Physician Congestion” in U.S. University Hospitals," IJERPH, MDPI, vol. 16(5), pages 1-17, March.
    7. France R. M. Portrait & Onno van der Galiën & Bernard Van den Berg, 2016. "Measuring Healthcare Providers' Performances Within Managed Competition Using Multidimensional Quality and Cost Indicators," Health Economics, John Wiley & Sons, Ltd., vol. 25(4), pages 408-423, April.
    8. Kollerup, Anna & Wadmann, Sarah & Bek, Toke & Kjellberg, Jakob, 2022. "National clinical guidelines and treatment centralization do not guarantee consistency in healthcare delivery. A mixed-methods study of wet age-related macular degeneration treatment in Denmark," Health Policy, Elsevier, vol. 126(12), pages 1291-1302.
    9. Häkkinen, Unto & Rosenqvist, Gunnar & Peltola, Mikko & Kapiainen, Satu & Rättö, Hanna & Cots, Francesc & Geissler, Alexander & Or, Zeynep & Serdén, Lisbeth & Sund, Reijo, 2014. "Quality, cost, and their trade-off in treating AMI and stroke patients in European hospitals," Health Policy, Elsevier, vol. 117(1), pages 15-27.
    10. Diogo Cunha Ferreira & Alexandre Morais Nunes & Rui Cunha Marques, 2020. "Operational efficiency vs clinical safety, care appropriateness, timeliness, and access to health care," Journal of Productivity Analysis, Springer, vol. 53(3), pages 355-375, June.
    11. Laia Bosque-Mercader & Luigi Siciliani, 2023. "The association between bed occupancy rates and hospital quality in the English National Health Service," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 24(2), pages 209-236, March.
    12. Tor Iversen & Eline Aas & Gunnar Rosenqvist & Unto Häkkinen & on behalf of the EuroHOPE study group, 2015. "Comparative Analysis of Treatment Costs in EUROHOPE," Health Economics, John Wiley & Sons, Ltd., vol. 24(S2), pages 5-22, December.
    13. Pai, Dinesh R. & Rajan, Balaraman & Chakraborty, Subhajit, 2022. "Do EHR and HIE deliver on their promise? Analysis of Pennsylvania acute care hospitals," International Journal of Production Economics, Elsevier, vol. 245(C).
    14. Oxholm, Anne Sophie, 2016. "Physician Response to Target-Based Performance Payment," DaCHE discussion papers 2016:9, University of Southern Denmark, Dache - Danish Centre for Health Economics.
    15. Ferreira, D.C. & Marques, R.C., 2019. "Do quality and access to hospital services impact on their technical efficiency?," Omega, Elsevier, vol. 86(C), pages 218-236.
    16. Sverre A. C. Kittelsen & Kjartan S. Anthun & Fanny Goude & Ingrid M. S. Huitfeldt & Unto Häkkinen & Marie Kruse & Emma Medin & Clas Rehnberg & Hanna Rättö & on behalf of the EuroHOPE study group, 2015. "Costs and Quality at the Hospital Level in the Nordic Countries," Health Economics, John Wiley & Sons, Ltd., vol. 24(S2), pages 140-163, December.
    17. Sara Jamalabadi & Vera Winter & Jonas Schreyögg, 2020. "A Systematic Review of the Association Between Hospital Cost/price and the Quality of Care," Applied Health Economics and Health Policy, Springer, vol. 18(5), pages 625-639, October.
    18. Unto Häkkinen & Gunnar Rosenqvist & Tor Iversen & Clas Rehnberg & Timo T. Seppälä & on behalf of the EuroHOPE study group, 2015. "Outcome, Use of Resources and Their Relationship in the Treatment of AMI, Stroke and Hip Fracture at European Hospitals," Health Economics, John Wiley & Sons, Ltd., vol. 24(S2), pages 116-139, December.

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    More about this item

    Keywords

    Hospital costs; Efficiency; Quality; Cost-effectiveness; C51;
    All these keywords.

    JEL classification:

    • I11 - Health, Education, and Welfare - - Health - - - Analysis of Health Care Markets

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