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A Typology of Aging Internet Users

Exploring Digital Gradations in Internet Skills and Uses

Bibliographic Data

ID12171120
AuthorsAndraž Petrovčič (0000-0002-6401-524X, Faculty of Social Sciences, University of Ljubljana, Ljubljana, Slovenia, corresponding author), Bianca C Reisdorf (0000-0002-0690-1956, The University of North Carolina at Charlotte, Charlotte, NC, USA), Darja Grošelj (0000-0002-4521-7233, Faculty of Social Sciences, University of Ljubljana, Ljubljana, Slovenia), Katja Prevodnik (0000-0003-2566-6258, Faculty of Social Sciences, University of Ljubljana, Ljubljana, Slovenia)
Year2022
Volume41
Issue5
Pages1921-1940
Publication date2022-08-26
Peer ReviewedYes
Open AccessYes
TypeARTICLE
VenueSocial Science Computer Review (JOURNAL)
Journal identifiersISSN: 0894-4393 • E-ISSN: 1552-8286
PublisherSAGE Publishing (PUBLISHER • US)
DOI10.1177/08944393221117753
OpenAlexW4293199882
LanguageEN
Citations received12
References cited44

Research suggests that older internet users are not a homogeneous group of users, as their level of digital inclusion varies widely, depending not only on their age, but also on their socio-demographic background, internet access characteristics, and the availability of social resources associated with “age-graded” life events (e.g., retirement and widowhood). This study presents a typology of internet users in late middle and late adulthood according to their levels of skills and uses and examines how socio-demographic characteristics, social networks and resources, and internet access shape differences between groups. Based on representative survey data, cluster analysis was used to identify four groups of users aged 50+: Apprehensive, Level-headed, Savvy, and Reluctant users. Three main conclusions emerge from their comparison. First, both internet skills and uses need to be considered, as more skills do not always lead to more varied use and the relationship is affected by access characteristics and proxy internet use. Second, socio-demographics remain critical in explaining gradations in digital inclusion, but their effects must be contextualized. Not all younger older adults were highly digitally engaged, so their broader life contexts need to be considered. Third, social networks and resources had little impact on aging internet users’ digital engagement

Demographics · Digital divide · Digital Inclusion · Inclusion (mineral · Internet access · Internet privacy · Internet users · Proxy (statistics · Sociology · The Internet · Typology · World Wide Web · Computer Science · Demography · Impact of Technology on Adolescents · Psychology · Sharing Economy and Platforms · Social Psychology · Technology Use by Older Adults

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    Jan Van Dijk•The Deepening Divide•2005

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    Open Access•P B Brandtzaeg, Jan Heim et al.•International Journal of…•2011

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    Paul B Baltes, Hayne W Reese et al.•Annual Review of Psychology•1980

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    Open Access•Riitta Hänninen, Sakari Taipale et al.•New Media & Society•2020

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    Open Access•Hlebec, Valentina Hlebec et al.•New Media & Society•2006

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    Open Access•Eszter Hargittai, Y P Hsieh•Social Science Computer Review•2011

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    Open Access•Alexander J A M Van Deursen, Alexander JAM van Deursen et al.•European Journal of Communication•2015

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Unique citing works12
Citations per year4
Citation span2023 - 2026 (4)
Citation velocitycurrent
Highly citedNo
Citation typesNeutral: 12

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