Digital Skills, STEM Occupation, and Job Automation Risks among the Older Workers in the United States

dc.contributor.authorYamashita, Takashi
dc.contributor.authorNarine, Donnette
dc.contributor.authorChidebe, Runcie C. W.
dc.contributor.authorKramer, Jenna W.
dc.contributor.authorKaram, Rita
dc.contributor.authorCummins, Phyllis A.
dc.contributor.authorSmith, Thomas J.
dc.date.accessioned2024-07-26T16:35:28Z
dc.date.available2024-07-26T16:35:28Z
dc.date.issued2024-06-05
dc.description.abstractAdvancing automation technologies are replacing certain occupations such as those involving simple food preparation more than occupations such as those in STEM fields (e.g., engineering, health care). Older workers generally face higher job automation risks in part due to their lower levels of digital skills. A better understanding of the associations between job automation risk, digital skills, and type of occupation (e.g., STEM vs. non-STEM) can facilitate preparations for job automation and workforce population aging. We analyzed a nationally representative sample (N = 1,560) of middle-aged and older U.S. workers aged 50–74 years from the 2012/2014/2017 Program for International Assessment of Adult Competencies (PIAAC) restricted-use file. The estimated job automation risks (i.e., percentage of jobs to be automated in the next decades) were derived from the previous studies. PIAAC digital problem-solving skills proficiency (measured on a scale of 0-500 points) was assessed based on a series of practical digital tasks (e.g., finding a job research website that does not require registration). Linear regression analysis showed that greater digital skill proficiency (b = −0.04, p < .05) and STEM occupations (b = −17.78, p < .001) each were associated with lower job automation risks, even after adjusting for a series of demographic, socioeconomic, and civic engagement characteristics. Education and labor policy interventions to promote digital skills among older workers and non-STEM workers may better prepare an aging workforce for the dynamic labor market needs in the United States.
dc.description.sponsorshipThis research was supported in part by the Institute of Education Sciences, U.S. Department of Education Grant R305A200261 provided to the University of Maryland, Baltimore County. The opinions expressed are those of the authors and do not represent the views of the Institute or the U.S. Department of Education.
dc.description.urihttps://academic.oup.com/gerontologist/advance-article-abstract/doi/10.1093/geront/gnae069/7687881?redirectedFrom=fulltext
dc.format.extent33 pages
dc.genrejournal articles
dc.genrepostprints
dc.identifierdoi:10.13016/m2jgje-devv
dc.identifier.citationYamashita, Takashi, Donnette Narine, Runcie C W Chidebe, Jenna W Kramer, Rita Karam, Phyllis A Cummins, and Thomas J Smith. “Digital Skills, STEM Occupation, and Job Automation Risks among the Older Workers in the United States.” The Gerontologist, June 5, 2024, gnae069. https://doi.org/10.1093/geront/gnae069.
dc.identifier.urihttps://doi.org/10.1093/geront/gnae069
dc.identifier.urihttp://hdl.handle.net/11603/35104
dc.language.isoen_US
dc.publisherOxford University Press
dc.relation.isAvailableAtThe University of Maryland, Baltimore County (UMBC)
dc.relation.ispartofUMBC Student Collection
dc.relation.ispartofUMBC Faculty Collection
dc.relation.ispartofUMBC Sociology, Anthropology, and Public Health
dc.relation.ispartofUMBC Gerontology Program
dc.relation.ispartofUMBC Erickson School of Aging Studies
dc.rightsThis is a pre-copyedited, author-produced version of an article accepted for publication in The Gerontologist following peer review. The version of record Yamashita, Takashi, Donnette Narine, Runcie C W Chidebe, Jenna W Kramer, Rita Karam, Phyllis A Cummins, and Thomas J Smith. “Digital Skills, STEM Occupation, and Job Automation Risks among the Older Workers in the United States.” The Gerontologist, June 5, 2024, gnae069. https://doi.org/10.1093/geront/gnae069. is available online at: xxxxxxx https://academic.oup.com/gerontologist/advance-article/doi/10.1093/geront/gnae069/7687881, https://doi.org/10.1093/geront/gnae069
dc.titleDigital Skills, STEM Occupation, and Job Automation Risks among the Older Workers in the United States
dc.typeText
dcterms.creatorhttps://orcid.org/0000-0003-2325-126X
dcterms.creatorhttps://orcid.org/0000-0003-2748-1812

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