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Testing inter-group ranking heterogeneity: do patient characteristics matter for prioritization of quality improvements in healthcare service?

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  • Vanacore, Amalia
  • Pellegrino, Maria Sole

Abstract

In many research contexts, such as social science, marketing, education, psychology and medicine, it is frequently of interest to compare two or more groups of subjects (e.g. people of different gender, age or nationality), who are asked to rank a set of alternatives according to their personal liking or opinion, for investigating the presence of group effect. The common investigation aim is to detect customers with homogeneous preferences (or priorities) in order to serve each group as properly as possible. Several approaches have been proposed in the literature for testing ranking heterogeneity among groups of subjects. This paper focuses on an approach considering diversity as a generalization of the notion of variation and investigates the performance of a testing procedure for ranking heterogeneity based on the index of segregation power. The performance of the testing procedure has been investigated via a Monte Carlo simulation study under several scenarios, differing for group size, number of ranked alternatives and system of hypothesis. Furthermore, using a real data set, the testing procedure is exploited for investigating whether patient age and gender matter for patient prioritization of quality improvement in healthcare service.

Suggested Citation

  • Vanacore, Amalia & Pellegrino, Maria Sole, 2021. "Testing inter-group ranking heterogeneity: do patient characteristics matter for prioritization of quality improvements in healthcare service?," Socio-Economic Planning Sciences, Elsevier, vol. 73(C).
    • Handle: RePEc:eee:soceps:v:73:y:2021:i:c:s0038012119305658
    DOI: 10.1016/j.seps.2020.100921
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    1. Nguyen Thi, Phi Linh & Briancon, S. & Empereur, F. & Guillemin, F., 2002. "Factors determining inpatient satisfaction with care," Social Science & Medicine, Elsevier, vol. 54(4), pages 493-504, February.
    2. Katinka Fischer & Christoph Bothung & Felix Lieder & Stefan Wolfart & Holger Schwender, 2019. "A statistical test for detecting discordance in rankings between k groups," Journal of Applied Statistics, Taylor & Francis Journals, vol. 46(10), pages 1822-1842, July.
    3. Sitzia, John & Wood, Neil, 1997. "Patient satisfaction: A review of issues and concepts," Social Science & Medicine, Elsevier, vol. 45(12), pages 1829-1843, December.
    4. W. Schucany & W. Frawley, 1973. "A rank test for two group concordance," Psychometrika, Springer;The Psychometric Society, vol. 38(2), pages 249-258, June.
    5. Gass, S. I. & Rapcsak, T., 2004. "Singular value decomposition in AHP," European Journal of Operational Research, Elsevier, vol. 154(3), pages 573-584, May.
    6. Siraj, Sajid & Mikhailov, Ludmil & Keane, John A., 2015. "Contribution of individual judgments toward inconsistency in pairwise comparisons," European Journal of Operational Research, Elsevier, vol. 242(2), pages 557-567.
    7. Tamar Gadrich & Emil Bashkansky & Ričardas Zitikis, 2015. "Assessing variation: a unifying approach for all scales of measurement," Quality & Quantity: International Journal of Methodology, Springer, vol. 49(3), pages 1145-1167, May.
    8. Pascoe, Gregory C., 1983. "Patient satisfaction in primary health care: A literature review and analysis," Evaluation and Program Planning, Elsevier, vol. 6(3-4), pages 185-210, January.
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