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How to add apples and oranges: Aggregating performances of different nature

Wonki Cho ()

Games and Economic Behavior, 2022, vol. 131, issue C, 222-244

Abstract: We study a model where evaluation consists of multiple components of different nature and (cardinal) performances in all components are aggregated into a summary index between 0 and 1. We propose what we call the normalizer-based aggregation rules and characterize them by individual separability, monotonicity, anonymity, and component independence. Each member in this family is distinguished by three parameters: (i) a profile of weights that determines the relative importance of each component; (ii) a profile of “individual normalizers” that converts an agent's performance in each component into a raw score (for that component) in the normalized scale of [0,1]; and (iii) a profile of “group normalizers” that adjusts a raw score for each component relative to all agents' performances. Given these parameters, the overall evaluation, or score, of an agent is obtained as a weighted average of his adjusted scores for all components produced by individual and group normalizers.

Keywords: Performance aggregation; Normalizer-based rules; Individual separability; Monotonicity; Anonymity; Component independence (search for similar items in EconPapers)
JEL-codes: D70 D71 D89 (search for similar items in EconPapers)
Date: 2022
References: View references in EconPapers View complete reference list from CitEc
Citations: View citations in EconPapers (4)

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Persistent link: https://EconPapers.repec.org/RePEc:eee:gamebe:v:131:y:2022:i:c:p:222-244

DOI: 10.1016/j.geb.2021.11.005

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