Powered by OpenAIRE graph
Found an issue? Give us feedback
image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ ZENODOarrow_drop_down
image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
ZENODO
Other literature type . 2026
License: CC BY
Data sources: ZENODO
image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
ZENODO
Other literature type . 2026
License: CC BY
Data sources: ZENODO
ZENODO
Data Paper . 2026
License: CC BY
Data sources: Datacite
ZENODO
Data Paper . 2026
License: CC BY
Data sources: Datacite
ZENODO
Data Paper . 2026
License: CC BY
Data sources: Datacite
versions View all 3 versions
addClaim

The Values Behind the Algorithms: Cultural Orientations in LLM Responses to Grandparent Caregiving

Authors: Dere, Barkın; BOLUKBASI, Selman; Ayan, Fatma Sıla;

The Values Behind the Algorithms: Cultural Orientations in LLM Responses to Grandparent Caregiving

Abstract

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. Data Collection Protocol: Each model received eight identical questions about grandparents caring for grandchildren, administered sequentially. The questions covered multiple dimensions of the caregiving phenomenon: General perspectives on grandparent caregiving Balancing elderly individuals' wishes and family expectations Caregiving when families face financial difficulties Whether caregiving is a family responsibility or individual choice Appropriate compensation for caregiving elderly Elderly individuals' right to choose whether to provide care Effects on intergenerational relationships Health impacts on elderly caregivers Response Characteristics: Response lengths varied considerably across models, reflecting different communication styles and depths of engagement.

Keywords

Grandparents, Social Values, Artificial Intelligence, Intergenerational Relations, Aged

  • BIP!
    Impact byBIP!
    selected citations
    These citations are derived from selected sources.
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    0
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Average
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Average
Powered by OpenAIRE graph
Found an issue? Give us feedback
selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
Green
Related to Research communities