The Values Behind the Algorithms: Cultural Orientations in LLM Responses to Grandparent Caregiving
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| Formato: | Recurso digital |
| Lenguaje: | turco |
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2026
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| _version_ | 1866901965678575616 |
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| author | Dere, Barkın BOLUKBASI, Selman Ayan, Fatma Sıla |
| author_facet | Dere, Barkın BOLUKBASI, Selman Ayan, Fatma Sıla |
| contents | <p><span lang="EN-US">The dataset consists of responses collected from five publicly accessible large language models through semi-structured interviews. Data collection occurred on September 7, 2025, with all interactions conducted through a newly created email account to prevent potential bias from previous user interactions. </span></p> <p><span lang="EN-US">Data Collection Protocol:</span><span lang="EN-US"> Each model received eight identical questions about grandparents caring for grandchildren, administered sequentially. The questions covered multiple dimensions of the caregiving phenomenon:</span></p> <ol> <li><span lang="EN-US">General perspectives on grandparent caregiving</span></li> <li><span lang="EN-US">Balancing elderly individuals' wishes and family expectations</span></li> <li><span lang="EN-US">Caregiving when families face financial difficulties</span></li> <li><span lang="EN-US">Whether caregiving is a family responsibility or individual choice</span></li> <li><span lang="EN-US">Appropriate compensation for caregiving elderly</span></li> <li><span lang="EN-US">Elderly individuals' right to choose whether to provide care</span></li> <li><span lang="EN-US">Effects on intergenerational relationships</span></li> <li><span lang="EN-US">Health impacts on elderly caregivers</span></li> </ol> <p><span lang="EN-US"><span lang="EN-US">Response Characteristics:</span><span lang="EN-US"> Response lengths varied considerably across models, reflecting different communication styles and depths of engagement.</span></span></p> |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_18349253 |
| institution | Zenodo |
| language | tur |
| publishDate | 2026 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | The Values Behind the Algorithms: Cultural Orientations in LLM Responses to Grandparent Caregiving Dere, Barkın BOLUKBASI, Selman Ayan, Fatma Sıla Aged Artificial Intelligence Grandparents Social Values Intergenerational Relations <p><span lang="EN-US">The dataset consists of responses collected from five publicly accessible large language models through semi-structured interviews. Data collection occurred on September 7, 2025, with all interactions conducted through a newly created email account to prevent potential bias from previous user interactions. </span></p> <p><span lang="EN-US">Data Collection Protocol:</span><span lang="EN-US"> Each model received eight identical questions about grandparents caring for grandchildren, administered sequentially. The questions covered multiple dimensions of the caregiving phenomenon:</span></p> <ol> <li><span lang="EN-US">General perspectives on grandparent caregiving</span></li> <li><span lang="EN-US">Balancing elderly individuals' wishes and family expectations</span></li> <li><span lang="EN-US">Caregiving when families face financial difficulties</span></li> <li><span lang="EN-US">Whether caregiving is a family responsibility or individual choice</span></li> <li><span lang="EN-US">Appropriate compensation for caregiving elderly</span></li> <li><span lang="EN-US">Elderly individuals' right to choose whether to provide care</span></li> <li><span lang="EN-US">Effects on intergenerational relationships</span></li> <li><span lang="EN-US">Health impacts on elderly caregivers</span></li> </ol> <p><span lang="EN-US"><span lang="EN-US">Response Characteristics:</span><span lang="EN-US"> Response lengths varied considerably across models, reflecting different communication styles and depths of engagement.</span></span></p> |
| title | The Values Behind the Algorithms: Cultural Orientations in LLM Responses to Grandparent Caregiving |
| topic | Aged Artificial Intelligence Grandparents Social Values Intergenerational Relations |
| url | https://doi.org/10.5281/zenodo.18349253 |