Characteristics of ChatGPT users from Germany: Implications for the digital divide from web tracking data.
A major challenge of our time is reducing disparities in access to and effective use of digital technologies, with recent discussions highlighting the role of AI in exacerbating the digital divide. We examine user characteristics that predict usage of the AI-powered conversational agent ChatGPT. We...
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| Format: | Article |
| Language: | English |
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Public Library of Science (PLoS)
2025-01-01
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| Series: | PLoS ONE |
| Online Access: | https://doi.org/10.1371/journal.pone.0309047 |
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| author | Celina Kacperski Roberto Ulloa Denis Bonnay Juhi Kulshrestha Peter Selb Andreas Spitz |
| author_facet | Celina Kacperski Roberto Ulloa Denis Bonnay Juhi Kulshrestha Peter Selb Andreas Spitz |
| author_sort | Celina Kacperski |
| collection | DOAJ |
| description | A major challenge of our time is reducing disparities in access to and effective use of digital technologies, with recent discussions highlighting the role of AI in exacerbating the digital divide. We examine user characteristics that predict usage of the AI-powered conversational agent ChatGPT. We combine behavioral and survey data in a web tracked sample of N = 1376 German citizens to investigate differences in ChatGPT activity (usage, visits, and adoption) during the first 11 months from the launch of the service (November 30, 2022). Guided by a model of technology acceptance (UTAUT-2), we examine the role of socio-demographics commonly associated with the digital divide in ChatGPT activity and explore further socio-political attributes identified via stability selection in Lasso regressions. We confirm that lower age and higher education affect ChatGPT usage, but do not find that gender or income do. We find full-time employment and more children to be barriers to ChatGPT activity. Using a variety of social media was positively associated with ChatGPT activity. In terms of political variables, political knowledge and political self-efficacy as well as some political behaviors such as voting, debating political issues online and offline and political action online were all associated with ChatGPT activity, with online political debating and political self-efficacy negatively so. Finally, need for cognition and communication skills such as writing, attending meetings, or giving presentations, were also associated with ChatGPT engagement, though chairing/organizing meetings was negatively associated. Our research informs efforts to address digital disparities and promote digital literacy among underserved populations by presenting implications, recommendations, and discussions on ethical and social issues of our findings. |
| format | Article |
| id | doaj-art-1ca308de05d74956817a59231b62d7fc |
| institution | Kabale University |
| issn | 1932-6203 |
| language | English |
| publishDate | 2025-01-01 |
| publisher | Public Library of Science (PLoS) |
| record_format | Article |
| series | PLoS ONE |
| spelling | doaj-art-1ca308de05d74956817a59231b62d7fc2025-02-05T05:31:15ZengPublic Library of Science (PLoS)PLoS ONE1932-62032025-01-01201e030904710.1371/journal.pone.0309047Characteristics of ChatGPT users from Germany: Implications for the digital divide from web tracking data.Celina KacperskiRoberto UlloaDenis BonnayJuhi KulshresthaPeter SelbAndreas SpitzA major challenge of our time is reducing disparities in access to and effective use of digital technologies, with recent discussions highlighting the role of AI in exacerbating the digital divide. We examine user characteristics that predict usage of the AI-powered conversational agent ChatGPT. We combine behavioral and survey data in a web tracked sample of N = 1376 German citizens to investigate differences in ChatGPT activity (usage, visits, and adoption) during the first 11 months from the launch of the service (November 30, 2022). Guided by a model of technology acceptance (UTAUT-2), we examine the role of socio-demographics commonly associated with the digital divide in ChatGPT activity and explore further socio-political attributes identified via stability selection in Lasso regressions. We confirm that lower age and higher education affect ChatGPT usage, but do not find that gender or income do. We find full-time employment and more children to be barriers to ChatGPT activity. Using a variety of social media was positively associated with ChatGPT activity. In terms of political variables, political knowledge and political self-efficacy as well as some political behaviors such as voting, debating political issues online and offline and political action online were all associated with ChatGPT activity, with online political debating and political self-efficacy negatively so. Finally, need for cognition and communication skills such as writing, attending meetings, or giving presentations, were also associated with ChatGPT engagement, though chairing/organizing meetings was negatively associated. Our research informs efforts to address digital disparities and promote digital literacy among underserved populations by presenting implications, recommendations, and discussions on ethical and social issues of our findings.https://doi.org/10.1371/journal.pone.0309047 |
| spellingShingle | Celina Kacperski Roberto Ulloa Denis Bonnay Juhi Kulshrestha Peter Selb Andreas Spitz Characteristics of ChatGPT users from Germany: Implications for the digital divide from web tracking data. PLoS ONE |
| title | Characteristics of ChatGPT users from Germany: Implications for the digital divide from web tracking data. |
| title_full | Characteristics of ChatGPT users from Germany: Implications for the digital divide from web tracking data. |
| title_fullStr | Characteristics of ChatGPT users from Germany: Implications for the digital divide from web tracking data. |
| title_full_unstemmed | Characteristics of ChatGPT users from Germany: Implications for the digital divide from web tracking data. |
| title_short | Characteristics of ChatGPT users from Germany: Implications for the digital divide from web tracking data. |
| title_sort | characteristics of chatgpt users from germany implications for the digital divide from web tracking data |
| url | https://doi.org/10.1371/journal.pone.0309047 |
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