Digital skills use profiles among older workers in the United States: a person-centered approach

dc.contributor.authorYamashita, Takashi
dc.contributor.authorNarine, Donnette
dc.contributor.authorOjomo, Adeola
dc.contributor.authorChidebe, Runcie C. W.
dc.contributor.authorCummins, Phyllis A.
dc.contributor.authorKramer, Jenna W.
dc.contributor.authorKaram, Rita
dc.contributor.authorSmith, Thomas J.
dc.date.accessioned2025-02-13T17:56:18Z
dc.date.available2025-02-13T17:56:18Z
dc.date.issued2024-12-22
dc.description.abstractConsidering the digitalisation of the workplace and increasingly crucial digital skill proficiency in the technology-rich labour market, the objectives of the present study are to develop digital skill use profiles and to identify specific individual characteristics that are linked with digital skill use patterns among older workers in the United States. However, relatively little is known about older workers’ digital skill use patterns and skill use opportunity structures. Data of the U.S. older workers (age 50 years and older; n = 1,670) were obtained from the 2012/2014/2017 International Assessment of the Adult Competencies (PIAAC). Latent class analysis – a form of person-centred approach that identifies subgroups based on distinctive digital skill use patterns, showed that there were two underlying subgroups of older workers, including more frequent and less frequent digital skill users. More frequent users practiced a greater variety of digital skills both at work and outside of work than their counterparts. Also, logistic regression analysis showed that higher digital skill proficiency and full-time employment (vs. part-time) were associated with belonging to the more frequent digital skill use subgroup. The digital skill use profiles of U.S. older workers, subgroup characteristics, and implications for adult education and labour policies are evaluated.
dc.description.sponsorshipIn this research, Takashi Yamashita, Donnette Narine, Phyllis A. Cummins, Runcie C. W. Chidebe, Jenna W. Kramerand Rita Karam were partially supported by the Institute of Education Sciences, U.S. Department of Education,through Grant [R305A200261] to the University of Maryland, Baltimore County. The opinions expressed are those ofthe authors and do not represent the views of the institute or the U.S. Department of Education. This study wasreviewed and approved by the Institute of Education Sciences Data Security team for the Program for theInternational Assessment of Adult Competencies U.S. restricted use file data (licence #17080026). Institute ofEducation Sciences [R305A200261].
dc.description.urihttps://www.tandfonline.com/doi/full/10.1080/02601370.2024.2443497
dc.format.extent43 pages
dc.genrejournal articles
dc.genrepostprints
dc.identifierdoi:10.13016/m2zpek-h6wy
dc.identifier.citationYamashita, Takashi, Donnette Narine, Adeola Ojomo, Runcie C. W. Chidebe, Phyllis A. Cummins, Jenna W. Kramer, Rita Karam, and Thomas J. Smith. "Digital Skills Use Profiles among Older Workers in the United States: A Person-Centered Approach". International Journal of Lifelong Education. (December 22, 2024): 1–19. https://doi.org/10.1080/02601370.2024.2443497.
dc.identifier.urihttps://doi.org/10.1080/02601370.2024.2443497
dc.identifier.urihttp://hdl.handle.net/11603/37712
dc.language.isoen_US
dc.publisherTaylor & Francis
dc.relation.isAvailableAtThe University of Maryland, Baltimore County (UMBC)
dc.relation.ispartofUMBC Sociology, Anthropology, and Public Health
dc.relation.ispartofUMBC Erickson School of Aging Studies
dc.relation.ispartofUMBC Student Collection
dc.relation.ispartofUMBC Gerontology Program
dc.relation.ispartofUMBC Faculty Collection
dc.relation.ispartofUMBC Center for Health, Equity, & Aging (CHEA)
dc.rightsThis is an Accepted Manuscript of an article published by Taylor & Francis in International Journal of Lifelong Education on 2024-12-22, available online: http://www.tandfonline.com/10.1080/02601370.2024.2443497.
dc.subjectadult literacy
dc.subjectadult education
dc.subjectDigitalisation
dc.titleDigital skills use profiles among older workers in the United States: a person-centered approach
dc.typeText
dcterms.creatorhttps://orcid.org/0000-0003-2325-126X
dcterms.creatorhttps://orcid.org/0000-0003-2748-1812

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