{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,30]],"date-time":"2026-04-30T13:23:39Z","timestamp":1777555419361,"version":"3.51.4"},"reference-count":56,"publisher":"SAGE Publications","issue":"1","license":[{"start":{"date-parts":[[2024,6,1]],"date-time":"2024-06-01T00:00:00Z","timestamp":1717200000000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["journals.sagepub.com"],"crossmark-restriction":true},"short-container-title":["Data Science"],"published-print":{"date-parts":[[2024,6,26]]},"abstract":"<jats:p>In this data article, we present and describe datasets designed to address multiskilled personnel assignment problems (MPAP) under uncertain demand. The data article introduces simulated datasets and a real dataset obtained from a retail store in Chile. The real dataset provides details on the structure of the store, including the number of departments and workers, the type of labor contract, the cost parameter values, and the average demand across all store departments. The simulated datasets, consisting of 18 categorized text files, were generated through Monte Carlo simulation to encapsulate information about the stochastic demand for store departments. These text files are classified based on: (i) type of sample (in-sample or out-of-sample), (ii) type of truncation method (zero-truncated or percentile-truncated), and (iii) demand coefficient of variation (5%, 10%, 20%, 30%, 40%, 50%). This categorization allows academics and practitioners to select the scenarios that meet with their specific research or application needs, increasing the flexibility and applicability of the datasets. In addition, researchers and practitioners can use these comprehensive real and simulated datasets to benchmark the performance of diverse optimization methods under uncertain demand, thereby ensuring robust multiskilling levels for similar MPAPs. Furthermore, we offer an Excel workbook with the capability to generate up to 10,000 demand scenarios for varying coefficients of variation in demand.<\/jats:p>","DOI":"10.3233\/ds-240060","type":"journal-article","created":{"date-parts":[[2024,5,17]],"date-time":"2024-05-17T13:23:45Z","timestamp":1715952225000},"page":"13-27","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":4,"title":["A benchmark dataset for the retail multiskilled personnel planning under uncertain demand"],"prefix":"10.1177","volume":"7","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-8253-5794","authenticated-orcid":false,"given":"C\u00e9sar\u00a0Augusto","family":"Henao","sequence":"first","affiliation":[{"name":"Department of Industrial Engineering, Universidad del Norte, Barranquilla, Colombia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1110-1547","authenticated-orcid":false,"given":"Andr\u00e9s\u00a0Felipe","family":"Porto","sequence":"additional","affiliation":[{"name":"Department of Industrial Engineering, Instituci\u00f3n Universitaria Americana, Barranquilla, Colombia and Departament d\u2019Organitzaci\u00f3 d\u2019Empreses, Universitat Polit\u00e8cnica de Catalunya, Barcelona, Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3676-4865","authenticated-orcid":false,"given":"Virginia\u00a0I.","family":"Gonz\u00e1lez","sequence":"additional","affiliation":[{"name":"Department of Industrial Engineering, Universidad del Norte, Barranquilla, Colombia"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"179","published-online":{"date-parts":[[2024,6,1]]},"reference":[{"key":"ref001","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-76307-7_12"},{"key":"ref002","doi-asserted-by":"publisher","DOI":"10.1016\/j.cie.2020.106884"},{"key":"ref003","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijpe.2015.05.038"},{"key":"ref004","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijpe.2022.108673"},{"key":"ref005","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijpe.2021.108151"},{"key":"ref006","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2021.11.043"},{"key":"ref007","doi-asserted-by":"publisher","DOI":"10.1016\/j.omega.2018.10.009"},{"key":"ref008","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijpe.2019.107590"},{"key":"ref009","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2014.05.033"},{"key":"ref010","doi-asserted-by":"publisher","DOI":"10.1007\/s12063-023-00371-2"},{"key":"ref011","doi-asserted-by":"publisher","DOI":"10.1007\/s10951-015-0450-0"},{"key":"ref012","doi-asserted-by":"publisher","DOI":"10.1016\/j.cirpj.2019.08.004"},{"key":"ref013","doi-asserted-by":"publisher","DOI":"10.1080\/0740817X.2010.550906"},{"key":"ref014","doi-asserted-by":"publisher","DOI":"10.5281\/zenodo.2452733"},{"key":"ref015","doi-asserted-by":"publisher","DOI":"10.1007\/s00291-020-00580-2"},{"key":"ref016","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-76307-7_2"},{"key":"ref017","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2020.12.013"},{"key":"ref018","unstructured":"C.A.\u00a0Henao, Dise\u00f1o de una fuerza laboral polifuncional para el sector servicios: caso aplicado a la industria del retail, Tesis Doctoral, Pontificia Universidad Cat\u00f3lica de Chile, Santiago, Chile [online], 2015. 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