Cross-National Replication: Platform Design Features and Adolescent Wellbeing Across 80 Countries (PISA 2022)
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| Format: | Recurso digital |
| Language: | English |
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Zenodo
2026
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| _version_ | 1866901750289530880 |
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| author | Eckert, Anthony |
| author_facet | Eckert, Anthony |
| contents | Replicates Paper 166's feature-based platform scoring methodology on PISA 2022 microdata (613,744 students, 80 countries). Individual-level dose-response confirms social media use predicts lower life satisfaction (p=0.007), with girls 5.6× more affected than boys. Cross-national ecological analysis shows platform design features predict adolescent wellbeing in Western Europe (r=-0.648, p=0.017), surviving GDP controls. |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_19670685 |
| institution | Zenodo |
| language | eng |
| publishDate | 2026 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | Cross-National Replication: Platform Design Features and Adolescent Wellbeing Across 80 Countries (PISA 2022) Eckert, Anthony PISA 2022 adolescent wellbeing social media platform design cross-national dose-response gender gap life satisfaction replication Replicates Paper 166's feature-based platform scoring methodology on PISA 2022 microdata (613,744 students, 80 countries). Individual-level dose-response confirms social media use predicts lower life satisfaction (p=0.007), with girls 5.6× more affected than boys. Cross-national ecological analysis shows platform design features predict adolescent wellbeing in Western Europe (r=-0.648, p=0.017), surviving GDP controls. |
| title | Cross-National Replication: Platform Design Features and Adolescent Wellbeing Across 80 Countries (PISA 2022) |
| topic | PISA 2022 adolescent wellbeing social media platform design cross-national dose-response gender gap life satisfaction replication |
| url | https://doi.org/10.5281/zenodo.19670685 |