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The data comprise demographic, socioeconomic, and academic variables for all enrolled students, including those in bachelor\u2019s, master\u2019s, doctoral, and lifelong learning programs, across three complete academic years, excluding periods affected by the SARS-CoV-2 pandemic. The data were collected and standardized from disjointed internal data sources, and fully anonymized. The dataset contains information about 39,364 students, 4989 courses in 163 degrees, and 77 variables related to admission pathways, academic performance indicators, socio-demographic background, digital activity in the Learning Management System, and Wi-Fi access records. Each of the 464,739 records corresponds to a course enrolment per student per year, enabling longitudinal analyses of academic progression and dropout. This data has the potential to be reused to support research on factors influencing student retention, allow for the development of predictive models to identify students at risk of leaving their studies, and offer a resource for comparative studies in higher education.<\/jats:p>","DOI":"10.3390\/data10100162","type":"journal-article","created":{"date-parts":[[2025,10,14]],"date-time":"2025-10-14T10:37:14Z","timestamp":1760438234000},"page":"162","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["University Student Dropout: A Longitudinal Dataset of Demographic, Socioeconomic, and Academic Indicators"],"prefix":"10.3390","volume":"10","author":[{"ORCID":"https:\/\/orcid.org\/0009-0009-0824-6957","authenticated-orcid":false,"given":"Arnau","family":"Igualde-S\u00e1ez","sequence":"first","affiliation":[{"name":"ROGLE Departamento de Organizaci\u00f3n de Empresas, Universitat Polit\u00e8cnica de Val\u00e8ncia, 46022 Valencia, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9097-2852","authenticated-orcid":false,"given":"Jos\u00e9 P.","family":"Garcia-Sabater","sequence":"additional","affiliation":[{"name":"ROGLE Departamento de Organizaci\u00f3n de Empresas, Universitat Polit\u00e8cnica de Val\u00e8ncia, 46022 Valencia, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5416-3938","authenticated-orcid":false,"given":"Juan A.","family":"Marin-Garcia","sequence":"additional","affiliation":[{"name":"ROGLE Departamento de Organizaci\u00f3n de Empresas, Universitat Polit\u00e8cnica de Val\u00e8ncia, 46022 Valencia, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0006-1491-3849","authenticated-orcid":false,"given":"Sergio","family":"Puche Garc\u00eda","sequence":"additional","affiliation":[{"name":"\u00c1rea de Sistemas de la Informaci\u00f3n y las Comunicaciones, Universitat Polit\u00e8cnica de Val\u00e8ncia, 46022 Valencia, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3840-9405","authenticated-orcid":false,"given":"Carlos","family":"Turr\u00f3","sequence":"additional","affiliation":[{"name":"\u00c1rea de Sistemas de la Informaci\u00f3n y las Comunicaciones, Universitat Polit\u00e8cnica de Val\u00e8ncia, 46022 Valencia, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2776-1638","authenticated-orcid":false,"given":"Ignacio","family":"Despujol","sequence":"additional","affiliation":[{"name":"\u00c1rea de Sistemas de la Informaci\u00f3n y las Comunicaciones, Universitat Polit\u00e8cnica de Val\u00e8ncia, 46022 Valencia, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7079-5898","authenticated-orcid":false,"given":"Marina","family":"Alonso","sequence":"additional","affiliation":[{"name":"Departamento de Inform\u00e1tica de Sistemas y Computadores Grupo de Arquitecturas Paralelas, Universitat Polit\u00e8cnica de Val\u00e8ncia, 46022 Valencia, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4885-2806","authenticated-orcid":false,"given":"Jos\u00e9 V.","family":"Benlloch-Dualde","sequence":"additional","affiliation":[{"name":"Departamento de Inform\u00e1tica de Sistemas y Computadores Grupo de Arquitecturas Paralelas, Universitat Polit\u00e8cnica de Val\u00e8ncia, 46022 Valencia, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9147-2681","authenticated-orcid":false,"given":"Pedro Pablo","family":"Soriano Jim\u00e9nez","sequence":"additional","affiliation":[{"name":"Centro Valenciano de Estudios sobre el Riego, Universitat Polit\u00e8cnica de Val\u00e8ncia, 46022 Valencia, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5796-9053","authenticated-orcid":false,"given":"Julien","family":"Maheut","sequence":"additional","affiliation":[{"name":"ROGLE Departamento de Organizaci\u00f3n de Empresas, Universitat Polit\u00e8cnica de Val\u00e8ncia, 46022 Valencia, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1968","published-online":{"date-parts":[[2025,10,14]]},"reference":[{"key":"ref_1","first-page":"137","article-title":"Economic effects of student dropouts: A comparative study","volume":"3","author":"Latif","year":"2015","journal-title":"J. Glob. Econ."},{"key":"ref_2","doi-asserted-by":"crossref","first-page":"7704142","DOI":"10.1155\/2023\/7704142","article-title":"Factors Influencing Dropout Students in Higher Education","volume":"2023","author":"Nurmalitasari","year":"2023","journal-title":"Educ. Res. Int."},{"key":"ref_3","first-page":"e228736","article-title":"Dropout factors in higher education: A literature review","volume":"26","author":"Barroso","year":"2022","journal-title":"Psicol. Esc. Educ."},{"key":"ref_4","doi-asserted-by":"crossref","first-page":"66253","DOI":"10.1109\/ACCESS.2021.3076751","article-title":"Analysis on the Lack of Motivation and Dropout in Engineering Students in Spain","volume":"9","author":"Tayebi","year":"2021","journal-title":"IEEE Access"},{"key":"ref_5","doi-asserted-by":"crossref","first-page":"6","DOI":"10.1002\/j.2168-9830.2012.tb00039.x","article-title":"Leaving Engineering: A Multi-Year Single Institution Study","volume":"101","author":"Marra","year":"2012","journal-title":"J. Eng. Educ."},{"key":"ref_6","doi-asserted-by":"crossref","unstructured":"Alvarado-Uribe, J., Mej\u00eda-Almada, P., Herrera, A.L.M., Molontay, R., Hilliger, I., Hegde, V., Gallegos, J.E.M., D\u00edaz, R.A.R., and Ceballos, H.G. (2022). Student Dataset from Tecnologico de Monterrey in Mexico to Predict Dropout in Higher Education. Data, 7.","DOI":"10.3390\/data7090119"},{"key":"ref_7","doi-asserted-by":"crossref","unstructured":"Realinho, V., Machado, J., Baptista, L., and Martins, M.V. (2022). Predicting Student Dropout and Academic Success. Data, 7.","DOI":"10.3390\/data7110146"},{"key":"ref_8","doi-asserted-by":"crossref","first-page":"170171","DOI":"10.1038\/sdata.2017.171","article-title":"Open University Learning Analytics dataset","volume":"4","author":"Kuzilek","year":"2017","journal-title":"Sci. Data"},{"key":"ref_9","unstructured":"Diaz, M.A., F\u00e9lix, V.E.G., Monzonis, M.C.R., and Martin, M.E.G. (2023, January 3\u20135). 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