Contextual Study of Technostress in Higher Education: Psychometric Evidence for the TS4US Scale from Lima, Peru

Descripción del Articulo

ustainable education requires addressing the challenges posed by digital transformation, including technostress among university students. This study evaluates technostress levels in higher education through the validation of the TS4US scale and its implications for sustainable learning environments...

Descripción completa

Detalles Bibliográficos
Autores: Araya-Ugarte, Guillermo, Armesto-Céspedes, Miguel, Contreras-Barraza, Nicolás, Vega-Muñoz, Alejandro, Salazar-Sepúlveda, Guido, Lay, Nelson
Formato: artículo
Fecha de Publicación:2025
Institución:Universidad Peruana de Ciencias Aplicadas
Repositorio:UPC-Institucional
Lenguaje:inglés
OAI Identifier:oai:repositorioacademico.upc.edu.pe:10757/688400
Enlace del recurso:http://hdl.handle.net/10757/688400
Nivel de acceso:acceso abierto
Materia:confirmatory factor analysis
cyberpsychology
higher education
information overload
mental health
organizational resources
personal needs
socio-technical environment
students
technological resources
https://purl.org/pe-repo/ocde/ford#5.02.04
id UUPC_f5b3d0a78e9c3170fcabdc9e7b9641fd
oai_identifier_str oai:repositorioacademico.upc.edu.pe:10757/688400
network_acronym_str UUPC
network_name_str UPC-Institucional
repository_id_str 2670
dc.title.es_PE.fl_str_mv Contextual Study of Technostress in Higher Education: Psychometric Evidence for the TS4US Scale from Lima, Peru
title Contextual Study of Technostress in Higher Education: Psychometric Evidence for the TS4US Scale from Lima, Peru
spellingShingle Contextual Study of Technostress in Higher Education: Psychometric Evidence for the TS4US Scale from Lima, Peru
Araya-Ugarte, Guillermo
confirmatory factor analysis
cyberpsychology
higher education
information overload
mental health
organizational resources
personal needs
socio-technical environment
students
technological resources
https://purl.org/pe-repo/ocde/ford#5.02.04
title_short Contextual Study of Technostress in Higher Education: Psychometric Evidence for the TS4US Scale from Lima, Peru
title_full Contextual Study of Technostress in Higher Education: Psychometric Evidence for the TS4US Scale from Lima, Peru
title_fullStr Contextual Study of Technostress in Higher Education: Psychometric Evidence for the TS4US Scale from Lima, Peru
title_full_unstemmed Contextual Study of Technostress in Higher Education: Psychometric Evidence for the TS4US Scale from Lima, Peru
title_sort Contextual Study of Technostress in Higher Education: Psychometric Evidence for the TS4US Scale from Lima, Peru
author Araya-Ugarte, Guillermo
author_facet Araya-Ugarte, Guillermo
Armesto-Céspedes, Miguel
Contreras-Barraza, Nicolás
Vega-Muñoz, Alejandro
Salazar-Sepúlveda, Guido
Lay, Nelson
author_role author
author2 Armesto-Céspedes, Miguel
Contreras-Barraza, Nicolás
Vega-Muñoz, Alejandro
Salazar-Sepúlveda, Guido
Lay, Nelson
author2_role author
author
author
author
author
dc.contributor.author.fl_str_mv Araya-Ugarte, Guillermo
Armesto-Céspedes, Miguel
Contreras-Barraza, Nicolás
Vega-Muñoz, Alejandro
Salazar-Sepúlveda, Guido
Lay, Nelson
dc.subject.es_PE.fl_str_mv confirmatory factor analysis
cyberpsychology
higher education
information overload
mental health
organizational resources
personal needs
socio-technical environment
students
technological resources
topic confirmatory factor analysis
cyberpsychology
higher education
information overload
mental health
organizational resources
personal needs
socio-technical environment
students
technological resources
https://purl.org/pe-repo/ocde/ford#5.02.04
dc.subject.ocde.es_PE.fl_str_mv https://purl.org/pe-repo/ocde/ford#5.02.04
description ustainable education requires addressing the challenges posed by digital transformation, including technostress among university students. This study evaluates technostress levels in higher education through the validation of the TS4US scale and its implications for sustainable learning environments. A cross-sectional study was conducted with 328 university students from four districts in Lima, Peru, using an online survey to measure technostress. Confirmatory factor analysis (CFA) was performed to assess the psychometric properties of the TS4US scale, resulting in a refined model with two latent factors and thirteen validated items. Findings indicate that 28% of students experience high technostress levels, while 5% report very high levels, though no significant associations were found between technostress and sociodemographic variables such as campus location, employment status, gender, and academic level. The TS4US instrument had been previously validated in Chile; this study confirms its structure in a new sociocultural context, reinforcing its cross-cultural applicability. These results highlight the need for sustainable strategies to mitigate technostress in higher education, including institutional support, digital literacy programs, and policies fostering a balanced technological environment. Addressing technostress is essential for promoting sustainable education (SDG4) and enhancing student well-being (SDG3). This study directly contributes to the achievement of Sustainable Development Goals 3 (Good Health and Well-being) and 4 (Quality Education) by providing validated tools and evidence-based recommendations to promote mental health and equitable access to digital education in Latin America. Future research should explore cross-country comparisons and targeted interventions, including digital well-being initiatives and adaptive learning strategies, to ensure a resilient and sustainable academic ecosystem.
publishDate 2025
dc.date.accessioned.none.fl_str_mv 2026-01-21T22:08:58Z
dc.date.available.none.fl_str_mv 2026-01-21T22:08:58Z
dc.date.issued.fl_str_mv 2025-08-01
dc.type.es_PE.fl_str_mv Other
info:eu-repo/semantics/article
format article
dc.identifier.doi.none.fl_str_mv 10.3390/su17156974
dc.identifier.uri.none.fl_str_mv http://hdl.handle.net/10757/688400
dc.identifier.eissn.none.fl_str_mv 20711050
dc.identifier.journal.es_PE.fl_str_mv Sustainability Switzerland
dc.identifier.eid.none.fl_str_mv 2-s2.0-105013348598
dc.identifier.scopusid.none.fl_str_mv SCOPUS_ID:105013348598
identifier_str_mv 10.3390/su17156974
20711050
Sustainability Switzerland
2-s2.0-105013348598
SCOPUS_ID:105013348598
url http://hdl.handle.net/10757/688400
dc.language.iso.es_PE.fl_str_mv eng
language eng
dc.rights.es_PE.fl_str_mv info:eu-repo/semantics/openAccess
dc.rights.*.fl_str_mv Attribution 4.0 International
dc.rights.uri.*.fl_str_mv http://creativecommons.org/licenses/by/4.0/
eu_rights_str_mv openAccess
rights_invalid_str_mv Attribution 4.0 International
http://creativecommons.org/licenses/by/4.0/
dc.format.es_PE.fl_str_mv application/pdf
dc.publisher.es_PE.fl_str_mv Multidisciplinary Digital Publishing Institute (MDPI)
dc.source.none.fl_str_mv reponame:UPC-Institucional
instname:Universidad Peruana de Ciencias Aplicadas
instacron:UPC
instname_str Universidad Peruana de Ciencias Aplicadas
instacron_str UPC
institution UPC
reponame_str UPC-Institucional
collection UPC-Institucional
dc.source.journaltitle.none.fl_str_mv Sustainability Switzerland
dc.source.volume.none.fl_str_mv 17
dc.source.issue.none.fl_str_mv 15
bitstream.url.fl_str_mv https://repositorioacademico.upc.edu.pe/bitstream/10757/688400/5/sustainability-17-06974.pdf.jpg
https://repositorioacademico.upc.edu.pe/bitstream/10757/688400/4/sustainability-17-06974.pdf.txt
https://repositorioacademico.upc.edu.pe/bitstream/10757/688400/3/license.txt
https://repositorioacademico.upc.edu.pe/bitstream/10757/688400/2/license_rdf
https://repositorioacademico.upc.edu.pe/bitstream/10757/688400/1/sustainability-17-06974.pdf
bitstream.checksum.fl_str_mv 8d4b1a7a94e90812b7edfceaaedec24a
197258aea19fe2e992510cf7b39e4787
8a4605be74aa9ea9d79846c1fba20a33
0175ea4a2d4caec4bbcc37e300941108
69cf289b49a8a849e67fc1cd74bdd612
bitstream.checksumAlgorithm.fl_str_mv MD5
MD5
MD5
MD5
MD5
repository.name.fl_str_mv Repositorio Académico UPC
repository.mail.fl_str_mv upc@openrepository.com
_version_ 1856212055775772672
spelling 3a78eeb2265ccf8b1e6d97afeeb7097065b4c95e8392ed8029864ff247cf3810391cfa5b2907a3975e7f5a48f03b29d0300a71fe4dec89c9a7106dbb15311f53de6300bd75f8a058e2dd2e2af9710ef844515d300e68541c99a6522d0ad52c83a2e0c1acf300Araya-Ugarte, GuillermoArmesto-Céspedes, MiguelContreras-Barraza, NicolásVega-Muñoz, AlejandroSalazar-Sepúlveda, GuidoLay, Nelson2026-01-21T22:08:58Z2026-01-21T22:08:58Z2025-08-0110.3390/su17156974http://hdl.handle.net/10757/68840020711050Sustainability Switzerland2-s2.0-105013348598SCOPUS_ID:105013348598ustainable education requires addressing the challenges posed by digital transformation, including technostress among university students. This study evaluates technostress levels in higher education through the validation of the TS4US scale and its implications for sustainable learning environments. A cross-sectional study was conducted with 328 university students from four districts in Lima, Peru, using an online survey to measure technostress. Confirmatory factor analysis (CFA) was performed to assess the psychometric properties of the TS4US scale, resulting in a refined model with two latent factors and thirteen validated items. Findings indicate that 28% of students experience high technostress levels, while 5% report very high levels, though no significant associations were found between technostress and sociodemographic variables such as campus location, employment status, gender, and academic level. The TS4US instrument had been previously validated in Chile; this study confirms its structure in a new sociocultural context, reinforcing its cross-cultural applicability. These results highlight the need for sustainable strategies to mitigate technostress in higher education, including institutional support, digital literacy programs, and policies fostering a balanced technological environment. Addressing technostress is essential for promoting sustainable education (SDG4) and enhancing student well-being (SDG3). This study directly contributes to the achievement of Sustainable Development Goals 3 (Good Health and Well-being) and 4 (Quality Education) by providing validated tools and evidence-based recommendations to promote mental health and equitable access to digital education in Latin America. Future research should explore cross-country comparisons and targeted interventions, including digital well-being initiatives and adaptive learning strategies, to ensure a resilient and sustainable academic ecosystem.Universidad Arturo Pratapplication/pdfengMultidisciplinary Digital Publishing Institute (MDPI)info:eu-repo/semantics/openAccessAttribution 4.0 Internationalhttp://creativecommons.org/licenses/by/4.0/confirmatory factor analysiscyberpsychologyhigher educationinformation overloadmental healthorganizational resourcespersonal needssocio-technical environmentstudentstechnological resourceshttps://purl.org/pe-repo/ocde/ford#5.02.04Contextual Study of Technostress in Higher Education: Psychometric Evidence for the TS4US Scale from Lima, PeruOtherinfo:eu-repo/semantics/articleSustainability Switzerland1715reponame:UPC-Institucionalinstname:Universidad Peruana de Ciencias Aplicadasinstacron:UPC2026-01-21T22:09:00ZTHUMBNAILsustainability-17-06974.pdf.jpgsustainability-17-06974.pdf.jpgGenerated Thumbnailimage/jpeg96167https://repositorioacademico.upc.edu.pe/bitstream/10757/688400/5/sustainability-17-06974.pdf.jpg8d4b1a7a94e90812b7edfceaaedec24aMD55falseTEXTsustainability-17-06974.pdf.txtsustainability-17-06974.pdf.txtExtracted texttext/plain70798https://repositorioacademico.upc.edu.pe/bitstream/10757/688400/4/sustainability-17-06974.pdf.txt197258aea19fe2e992510cf7b39e4787MD54falseLICENSElicense.txtlicense.txttext/plain; charset=utf-81748https://repositorioacademico.upc.edu.pe/bitstream/10757/688400/3/license.txt8a4605be74aa9ea9d79846c1fba20a33MD53falseCC-LICENSElicense_rdflicense_rdfapplication/rdf+xml; charset=utf-8908https://repositorioacademico.upc.edu.pe/bitstream/10757/688400/2/license_rdf0175ea4a2d4caec4bbcc37e300941108MD52falseORIGINALsustainability-17-06974.pdfsustainability-17-06974.pdfapplication/pdf450098https://repositorioacademico.upc.edu.pe/bitstream/10757/688400/1/sustainability-17-06974.pdf69cf289b49a8a849e67fc1cd74bdd612MD51true10757/688400oai:repositorioacademico.upc.edu.pe:10757/6884002026-01-22 02:29:04.232Repositorio Académico UPCupc@openrepository.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
score 13.922529
Nota importante:
La información contenida en este registro es de entera responsabilidad de la institución que gestiona el repositorio institucional donde esta contenido este documento o set de datos. El CONCYTEC no se hace responsable por los contenidos (publicaciones y/o datos) accesibles a través del Repositorio Nacional Digital de Ciencia, Tecnología e Innovación de Acceso Abierto (ALICIA).