Regular Symposium AI-DRIVEN APPROACHES TO UNDERSTANDING HUMAN VALUES ACROSS CULTURES AND CONTEXTS
Thursday 23 July 11:25 - 12:55
Hall: 16 - Room 13 SA

Chair and Presenter: Daniel Ella

Co-Chair: Arieli Sharon

Division: Division 2: Psychological Assessment and Evaluation

This symposium addresses a critical methodological gap in cross-cultural psychology by demonstrating how artificial intelligence can transform human values and their understanding. The presentations demonstrate that AI can be used to systematically identify values expressed across contexts; that these values motivate real world outcomes and behaviors, and that values of AI can motivate such outcomes. Traditional approaches to studying values rely on self-report measures that may suffer from various threats to validity. Here we showcase how AI-driven approaches can overcome these limitations.
The symposium's strength lies in its comprehensive coverage of different domains where values operate: from cross-cultural political discourse to social media influence, from media-politics interactions to workplace behavior and social media protection. Each presentation uses different computational methodologies (clustering, language modeling, longitudinal analysis, predictive modelling, experimentation) while maintaining theoretical coherence around Schwartz's value.
Each presenter adds a unique perspective on the issue. Johannes Kiesel establishes the theoretical and methodological foundations for computational value research, specifically in the context of political written media. Ella Daniel goes further to apply this methodology in a multimodal space, focusing on the digital lives of youth on TikTok. Sharon Arieli demonstrates the utility of the computational methods in organizational contexts, showing how value instantiations predict workplace outcomes across cultures. Hester van Herk goes further and shows longitudinal associations between media messaging and democratic participation, contributing to the understanding of democratic trust. Last, Naama Rozen proceeds to show causal relations, as AI values induces attitudes and behaviors in the context of social media safety and freedom.
The use of computational methods to can support organizations, policymakers, media platforms etc. in understanding the values of individuals, and in ensuring that values biases do not result in unwanted value shifts. This symposium positions ICAP at the forefront of methodological innovation in applied psychology.

3700

11:25
USING AI TO IDENTIFY HUMAN VALUE INSTANTIATIONS IN TEXTS

Kiesel Johannes * [1] , Arieli Sharon [2]

GESIS - Leibniz Institute for the Social Sciences ~ Leibniz ~ Germany [1] , The Hebrew University of Jerusalem ~ Jerusalem ~ Israel [2]
3711

11:25
HUMAN VALUES ON TIKTOK: MANUAL AND AI-BASED EXTRACTION

Daniel Ella * [1] , Starovolsky-Shitrit Alina [1] , Neduva Alon [2] , Appel Doron Naama [1] , Gafni Itamar [1] , Tsur Oren [2]

Tel Aviv University ~ Tel Aviv ~ Israel [1] , Ben Gurion University of the Negev ~ Beer Sheva ~ Israel [2]
3719

11:25
VALUE FRAMING IN MEDIA AND VOTING BEHAVIOR: CAUSAL BIDIRECTIONAL RELATIONSHIPS

Van Herk Hester * [1] , Leijen Ingmar [1] , Karl Johannes [2] , Ponizovskiy Vladimir [3] , Sneddon Joanne [4]

Vrije Universiteit Amsterdam ~ Amsterdam ~ Netherlands [1] , Stanford Graduate School of Business ~ Stanford ~ United States of America [2] , Durham University ~ Durham ~ United Kingdom [3] , University of Western Australia ~ Perth ~ Australia [4]
3726

11:25
LEVERAGING LANGUAGE MODELS TO DETECT VALUE INSTANTIATIONS AMONG EMPLOYEES

Arieli Sharon * [1] , Starovolsky-Shitrit Alina [2] , Daniel Ella [2] , Kiesel Johannes [3]

Hebrew University Business School ~ Jerusalem ~ Israel [1] , Tel Aviv University ~ Tel Aviv ~ Israel [2] , GESIS - Leibniz Institute for the Social Sciences ~ Leibniz ~ Germany [3]
3729

11:25
BORROWED VALUES: AI-HUMAN INTERACTIONS SHAPE EXPRESSED VALUES AND BEHAVIOR

Rozen Naama * [1] , Arieli Sharon [2] , Globerson Amir [1] , Elidan Gal [2] , Daniel Ella [1]

Tel Aviv University ~ Tel Aviv ~ Israel [1] , The Hebrew University of Jerusalem ~ Jerusalem ~ Israel [2]