{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,7]],"date-time":"2026-04-07T12:05:26Z","timestamp":1775563526004,"version":"3.50.1"},"reference-count":17,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2026,2,28]],"date-time":"2026-02-28T00:00:00Z","timestamp":1772236800000},"content-version":"vor","delay-in-days":58,"URL":"http:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"content-domain":{"domain":["elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Procedia Computer Science"],"published-print":{"date-parts":[[2026]]},"DOI":"10.1016\/j.procs.2026.02.431","type":"journal-article","created":{"date-parts":[[2026,3,24]],"date-time":"2026-03-24T12:39:40Z","timestamp":1774355980000},"page":"3-10","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":0,"special_numbering":"C","title":["Factors for choosing Higher Education Institutions: a systematic review of the literature"],"prefix":"10.1016","volume":"278","author":[{"given":"Luisa","family":"Barbeiro","sequence":"first","affiliation":[]},{"given":"Fernanda Brito","family":"Correia","sequence":"additional","affiliation":[]},{"given":"Anabela","family":"Gomes","sequence":"additional","affiliation":[]}],"member":"78","reference":[{"key":"10.1016\/j.procs.2026.02.431_bib1","doi-asserted-by":"crossref","unstructured":"Ayd\u0131n O, Bay\u0131r F. The Impact of Different Demographic Variables on Determinants of University Choice Decision: A Study on Business Administration Students of the Foundation Universities in Istanbul. Educational Sciences: Theory & Practice 2016. https:\/\/doi.org\/10.12738\/estp.2016.4.0195.","DOI":"10.12738\/estp.2016.4.0195"},{"key":"10.1016\/j.procs.2026.02.431_bib2","unstructured":"Abu Naser Mohammad Saif B, Jannat Nipa N, Ali Siddique M. Assessing the Factors behind Choosing Universities for Higher Education: A Case of Bangladesh. Type: Double Blind Peer Reviewed International Research Journal Publisher: Global Journals Inc 2016;16."},{"key":"10.1016\/j.procs.2026.02.431_bib3","doi-asserted-by":"crossref","unstructured":"Ab Ghani NL, Che Cob Z, Mohd Drus S, Sulaiman H. Student Enrolment Prediction Model in Higher Education Institution: A Data Mining Approach. Lecture Notes in Electrical Engineering, vol. 565, Springer Verlag; 2019, p. 43\u201352. https:\/\/doi.org\/10.1007\/978-3-030-20717-5_6.","DOI":"10.1007\/978-3-030-20717-5_6"},{"key":"10.1016\/j.procs.2026.02.431_bib4","doi-asserted-by":"crossref","unstructured":"Le TD, Le N V., Nguyen TT, Tran KT, Hoang HQ. Choice Factors When Vietnamese High School Students Consider Universities: A Mixed Method Approach. Educ Sci (Basel) 2022; 12:779. https:\/\/doi.org\/10.3390\/educsci12110779.","DOI":"10.3390\/educsci12110779"},{"key":"10.1016\/j.procs.2026.02.431_bib5","doi-asserted-by":"crossref","unstructured":"Naimuinova S, Ismailova R, Oskonbaeva Z. What Defines the University Choice? The Case of Higher Education in Kyrgyzstan. Sosyoekonomi 2022:53\u201372. https:\/\/doi.org\/10.17233\/sosyoekonomi.2022.04.03.","DOI":"10.17233\/sosyoekonomi.2022.04.03"},{"key":"10.1016\/j.procs.2026.02.431_bib6","series-title":"Word-of-mouth processing and higher education choice factors","author":"Le","year":"2018"},{"key":"10.1016\/j.procs.2026.02.431_bib7","doi-asserted-by":"crossref","unstructured":"Verghese A, Kamalanabhan TJ. Attributes influencing information search for college choice: an exploratory study. vol. 9. 2015.","DOI":"10.1504\/IJBIR.2015.065952"},{"key":"10.1016\/j.procs.2026.02.431_bib8","doi-asserted-by":"crossref","unstructured":"Bartkute D. Lithuanian students\u2019 choice of university: a consumer value approach. European Journal of Higher Education 2017; 7:173\u201387. https:\/\/doi.org\/10.1080\/21568235.2017.1296368.","DOI":"10.1080\/21568235.2017.1296368"},{"key":"10.1016\/j.procs.2026.02.431_bib9","doi-asserted-by":"crossref","unstructured":"El Nemar S, Vrontis D, Thrassou A. An innovative stakeholder framework for the Student-Choice Decision making process. J Bus Res 2020; 119:339\u201353. https:\/\/doi.org\/10.1016\/j.jbusres.2018.11.053.","DOI":"10.1016\/j.jbusres.2018.11.053"},{"key":"10.1016\/j.procs.2026.02.431_bib10","doi-asserted-by":"crossref","unstructured":"Kusumawati A, Perera N, Yanamandram V. Modelling trade-offs in students\u2019 choice set when determining universities. International Journal of Educational Management 2019; 33:979\u201389. https:\/\/doi.org\/10.1108\/IJEM-01-2018-0007.","DOI":"10.1108\/IJEM-01-2018-0007"},{"key":"10.1016\/j.procs.2026.02.431_bib11","doi-asserted-by":"crossref","unstructured":"Miti\u0107 S. Factors affecting Higher Education Institution choice: attitudes of Serbian High School students. TEME 2020:797. https:\/\/doi.org\/10.22190\/teme190417048m.","DOI":"10.22190\/TEME190417048M"},{"key":"10.1016\/j.procs.2026.02.431_bib12","doi-asserted-by":"crossref","unstructured":"Sojkin B, Bartkowiak P, Skuza A. Changes in students\u2019 choice determinants in Poland: a comparative study of tertiary business education between 2008 and 2013. High Educ (Dordr) 2015; 69:209\u201324. https:\/\/doi.org\/10.1007\/s10734-014-9770-9.","DOI":"10.1007\/s10734-014-9770-9"},{"key":"10.1016\/j.procs.2026.02.431_bib13","doi-asserted-by":"crossref","unstructured":"Kitchenham B, Brereton P. A systematic review of systematic review process research in software engineering. Inf Softw Technol 2013; 55:2049\u201375. https:\/\/doi.org\/10.1016\/j.infsof.2013.07.010.","DOI":"10.1016\/j.infsof.2013.07.010"},{"key":"10.1016\/j.procs.2026.02.431_bib14","unstructured":"Kitchenham B. Procedures for Performing Systematic Reviews. 2004."},{"key":"10.1016\/j.procs.2026.02.431_bib15","unstructured":"Biolchini J, Gomes Mian P, Candida Cruz Natali A, Horta Travassos G. Systematic Review in Software Engineering. 2005."},{"key":"10.1016\/j.procs.2026.02.431_bib16","doi-asserted-by":"crossref","unstructured":"Le TD, Robinson LJ, Dobele AR. Understanding high school students use of choice factors and word-of-mouth information sources in university selection. Studies in Higher Education 2020; 45:808\u201318. https:\/\/doi.org\/10.1080\/03075079.2018.1564259.","DOI":"10.1080\/03075079.2018.1564259"},{"key":"10.1016\/j.procs.2026.02.431_bib17","series-title":"High school senior college choice factors and influences","author":"Hockett","year":"2015"}],"container-title":["Procedia Computer Science"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S1877050926005521?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S1877050926005521?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2026,4,7]],"date-time":"2026-04-07T11:24:43Z","timestamp":1775561083000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S1877050926005521"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026]]},"references-count":17,"alternative-id":["S1877050926005521"],"URL":"https:\/\/doi.org\/10.1016\/j.procs.2026.02.431","relation":{},"ISSN":["1877-0509"],"issn-type":[{"value":"1877-0509","type":"print"}],"subject":[],"published":{"date-parts":[[2026]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Factors for choosing Higher Education Institutions: a systematic review of the literature","name":"articletitle","label":"Article Title"},{"value":"Procedia Computer Science","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.procs.2026.02.431","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2026 The Author(s). Published by Elsevier B.V.","name":"copyright","label":"Copyright"}]}}