{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,7]],"date-time":"2026-09-07T07:08:26Z","timestamp":1788764906379,"version":"build-2803163510"},"update-to":[{"DOI":"10.12688\/f1000research.174541.1","type":"new_version","label":"New version","source":"publisher","updated":{"date-parts":[[2026,8,21]],"date-time":"2026-08-21T00:00:00Z","timestamp":1787270400000}}],"reference-count":55,"publisher":"F1000 Research Ltd","license":[{"start":{"date-parts":[[2026,8,21]],"date-time":"2026-08-21T00:00:00Z","timestamp":1787270400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["f1000research.com"],"crossmark-restriction":false},"short-container-title":["F1000Res"],"abstract":"<ns3:p>\n                    Introduction Student dropout in higher education is one of the most concerning issues on the agendas of countries, and it remains a challenge for the higher education system. This is reflected in cases where, despite the benefits and support provided by the state, students decide to give up their scholarships for various reasons. These reasons include economic, social, psychological, organizational, and interaction-related factors, as well as internal and external factors, all of which highlight the inefficiency of the higher education system. Objective To examine the associations of social and psychological factors with academic and social integration among scholarship students with low academic performance at a Peruvian public university in 2024. Methods The methodology involves a quantitative approach, with a descriptive-explanatory level and a non-experimental design, as it is framed within the social sciences. Results The results of the structural equations rely on the confirmatory factor analysis, whose indices yield the following outcomes: \u03c7\n                    <ns3:sup>2<\/ns3:sup>\n                    = CMIN\/df = 1.649, GFI = 0.923, AGFI = 0.955, NFI = 0.906, CFI = 0.996, RMSEA = 0.081 and SRMR = 0.100. These values demonstrate adequate indices for the constructs in the estimated model, which is explained by the six factors associated with academic and social integration in the analyzed sample. Conclusions The social factors that students consider relevant to academic dropout relate to issues such as difficulties in making friends, the institution failing to provide conditions for healthy social interaction, and family environment. Meanwhile, the motivational factors that students consider relevant to academic dropout pertain to issues related to emotional aspects that influence decision-making, the normative aspect in terms of understanding how higher education functions, and psychological health.\n                  <\/ns3:p>","DOI":"10.12688\/f1000research.174541.2","type":"journal-article","created":{"date-parts":[[2026,8,21]],"date-time":"2026-08-21T10:54:07Z","timestamp":1787309647000},"page":"405","update-policy":"https:\/\/doi.org\/10.12688\/f1000research.crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Psychosocial Factors Explaining Academic Dropout among Scholarship Students at a Public University in Peru"],"prefix":"10.12688","volume":"15","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-0662-9064","authenticated-orcid":false,"given":"Yefferson","family":"Llonto-Caicedo","sequence":"first","affiliation":[{"name":"Lambayeque Lambayeque Lambayeque Universidad Nacional Pedro Ruiz Gallo Facultad de Ciencias Economicas Administrativas y Contables"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4320-4284","authenticated-orcid":false,"given":"Guido","family":"Alarc\u00f3n-Villanueva","sequence":"additional","affiliation":[{"name":"Lambayeque Lambayeque Lambayeque Universidad Nacional Pedro Ruiz Gallo Facultad de Ciencias Economicas Administrativas y Contables"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0005-4182-9426","authenticated-orcid":false,"given":"Ofrmar Dionell","family":"Jim\u00e9nez-Garay","sequence":"additional","affiliation":[{"name":"Ica Ica Ica Universidad Nacional San Luis Gonzaga"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4642-6800","authenticated-orcid":false,"given":"Debora Margarita","family":"De Jesus Paredes-Olano","sequence":"additional","affiliation":[{"name":"Lima Lima Lima Universidad Tecnologica del Peru"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yessica Marilu","family":"Acu\u00f1a-Romero","sequence":"additional","affiliation":[{"name":"Lambayeque Lambayeque Lambayeque Universidad Nacional Pedro Ruiz Gallo Facultad de Ciencias Economicas Administrativas y Contables"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0005-5095-3111","authenticated-orcid":false,"given":"Isa\u00ed Geremias","family":"Ruiz-D\u00edaz","sequence":"additional","affiliation":[{"name":"Cajamarca Cajamarca Cajamarca Universidad Nacional de Cajamarca"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0002-0227-418X","authenticated-orcid":false,"given":"Diana Maril\u00fa","family":"S\u00e1nchez-Alamo","sequence":"additional","affiliation":[{"name":"Amazonas Bagua Amazonas Universidad Nacional Intercultural Fabiola Salazar Leguia de Bagua"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jorge Luis","family":"Vargas-Espinoza","sequence":"additional","affiliation":[{"name":"Amazonas Bagua Amazonas Universidad Nacional Intercultural Fabiola Salazar Leguia de Bagua"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0541-1592","authenticated-orcid":false,"given":"Oscar Jovani","family":"Zambrano-Infante","sequence":"additional","affiliation":[{"name":"San Martin Tarapoto San Martin Universidad Nacional de San Martin"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7037-097X","authenticated-orcid":false,"given":"Rogger Orlando","family":"Mor\u00e1n-Santamar\u00eda","sequence":"additional","affiliation":[{"name":"Lambayeque Lambayeque Lambayeque Universidad Nacional Pedro Ruiz Gallo Facultad de Ciencias Economicas Administrativas y Contables"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"2560","published-online":{"date-parts":[[2026,8,21]]},"reference":[{"key":"ref1","doi-asserted-by":"publisher","first-page":"1-53","DOI":"10.14482\/sun.40.01.159.456","article-title":"Return or Not to Return to In-Person Classes? 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