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      Ensuring multidimensional equality in public service

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      Embargo Lift Date: 2023-10-23
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      Author(s)
      Akoluk, Damla
      Karsu, Özlem
      Date
      2021-10-23
      Source Title
      Socio-Economic Planning Sciences
      Print ISSN
      0038-0121
      Electronic ISSN
      1873-6041
      Publisher
      Elsevier Ltd
      Volume
      80
      Pages
      101176- 1 - 101176- 19
      Language
      English
      Type
      Article
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      Abstract
      Service planning problems typically involve decisions that lead to the distribution of multiple benefits to multiple users, and hence include equality and efficiency concerns in a multidimensional way. We develop two mathematical modeling-based approaches that incorporate these concerns in such problems. The first formulation aggregates the multidimensional efficiency and equality (equitability) concerns in a biobjective model. The second formulation defines an objective function for each benefit, which maximizes the total social welfare obtained from that specific benefit distribution; this results in an n-objective model, where n is the number of benefits. We illustrate and compare these approaches on an example public service provision problem.
      Keywords
      Equality
      Equitability
      Fairness
      Public service provision
      Public education
      Knapsack problem
      Equity
      Epsilon constraint algorithm
      Bi-objective optimization
      Permalink
      http://hdl.handle.net/11693/111384
      Published Version (Please cite this version)
      https://doi.org/10.1016/j.seps.2021.101176
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      • Department of Industrial Engineering 758
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