TY - JOUR
T1 - Latent profiles of adolescents’ digital skills across six European countries
AU - Hietajärvi, Lauri
AU - Mascheroni, Giovanna
AU - Waechter, Natalia
AU - Järvinen, Jussi
AU - Salmela-Aro, Katariina
PY - 2024
Y1 - 2024
N2 - Digital skills are considered critical for functioning in contemporary society, yet there are differences between adolescents’ skills depending on demographic and socioeconomic variables. This study, utilising data from six EU countries (N = 6221; Mage = 14.5; SD = 1.4), takes a person-oriented approach to examine adolescents digital skill profiles and associations with socioeconomic, digital activity, and socioemotional antecedents. Using latent profile analyses with tests of similarity across countries, we identified five profiles: All-rounders, Informationists, Content Creators, Communicators, and No\r\nhigh skills. The All-rounders reported the highest proportions of skills at a high level (~77–87%) across all dimensions and performed best across digital knowledge items, but Communicators were the largest profile across countries which showed adept acquisition (~67%) of high skills only regarding communication and interaction skills. Among the most important antecedents predicting high digital skills were being male, using computers, and having strong self-efficacy.
AB - Digital skills are considered critical for functioning in contemporary society, yet there are differences between adolescents’ skills depending on demographic and socioeconomic variables. This study, utilising data from six EU countries (N = 6221; Mage = 14.5; SD = 1.4), takes a person-oriented approach to examine adolescents digital skill profiles and associations with socioeconomic, digital activity, and socioemotional antecedents. Using latent profile analyses with tests of similarity across countries, we identified five profiles: All-rounders, Informationists, Content Creators, Communicators, and No\r\nhigh skills. The All-rounders reported the highest proportions of skills at a high level (~77–87%) across all dimensions and performed best across digital knowledge items, but Communicators were the largest profile across countries which showed adept acquisition (~67%) of high skills only regarding communication and interaction skills. Among the most important antecedents predicting high digital skills were being male, using computers, and having strong self-efficacy.
KW - Adolescents
KW - digital divide
KW - digital skills
KW - latent profile analysis
KW - Adolescents
KW - digital divide
KW - digital skills
KW - latent profile analysis
UR - https://publicatt.unicatt.it/handle/10807/281136
UR - https://www.scopus.com/inward/citedby.uri?partnerID=HzOxMe3b&scp=85199343630&origin=inward
UR - https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85199343630&origin=inward
U2 - 10.1177/14614448241258704
DO - 10.1177/14614448241258704
M3 - Article
SN - 1461-7315
SP - 1
EP - 23
JO - NEW MEDIA & SOCIETY
JF - NEW MEDIA & SOCIETY
IS - N/A
ER -