Diversity and Social Learning

Project info

Work package
  • Synthesis
Sustainability threat
  • Feedback Cycles
Challenge
  • Dealing with diversity

Study info

Description of Study
Research on learning in diverse groups has produced conflicting findings: on the one hand, socio-demographic differences between peers can improve learning because they create expectations of underlying cognitive potential and novelty (Levine et al., 2014; Phillips, 2003; Phillips et al., 2006). Other studies find that salient dissimilarity worsens learning and hampers social influence, pointing to the destructive identity processes that visible diversity can trigger (Guilbeault et al., 2018, 2023; Rawlings & Friedkin, 2017; van der Does et al., 2022). Successful learning seems to depend on whether diversity awakens associations of cognitive potential or triggers affective devaluation (Page, 2019). However, this evidence is far from conclusive since studies invoking different findings used different experimental tasks, making it hard to pinpoint conflicting results to the precise factors that caused them. In this study, we aim to isolate and experimentally vary a crucial component that can produce associations of either potential for learning or the devaluation of knowledge from others, namely, the category used for comparisons of (dis-)similarity. We hypothesize that when information about the cognitive characteristics of a source is available, dissimilarity should foster social learning more than similarity. Conversely, an identity-related trait such as political ideology should reinforce learning more when source and receiver are similar rather than dissimilar. We test these hypotheses in an experiment using the established approach-avoid paradigm, in which ‘learning traps’ lead individuals to develop suboptimal solutions (Liquin & Gopnik, 2022; Rich & Gureckis, 2018). We then provide social information from other participants that can help finding the optimal solution, but its use is financially risky and cognitively demanding. A 2x2 experimental design varies whether the social information comes from a source that is either similar or dissimilar to the participant, and whether this type of (dis-)similarity relates to cognitive characteristics or ideological leaning. Only the characteristics of the source are varied across conditions and not the information provided by the source.
Study research question
How does visible diversity affect social learning in complex tasks?
Collection provenance
  • -
Collection methods
  • Experiment
Personal data
Yes
External Source
Source description
File formats
  • .csv
Data types
  • Structured
Languages
  • English
Coverage start
Coverage end
01/07/2024
31/08/2024
Spatial coverage
USA
Collection period start
01/08/2024
Collection period end
30/09/2024

Variables

Unit
Unit description
Sample size
Sampling method
Individuals
See sampling method
1000
Self-identified liberals / conservatives sampled from the US American prolific population.
Hypothesis
Theory
Task optimization is more frequent when social information comes from a cognitively dissimilar source (as opposed to a cognitively similar one).
Value in diversity, diversity hypothesis
Task optimization is more frequent when social information comes from an ideologically similar source (as opposed to an ideologically dissimilar one).
Social identity, homophily
Variable type
Variable name
Variable description
Dependent variable
Optimization
Binary, did participant learn optimal approach to approach-avoid task or not?
Independent variable
Source trait
What visible trait does the source of social information have? Is it about cognitive characteristics or political ideology?
Independent variable
Source similarity
Is the source of social information introduced as similar or dissimilar to the participant? (Dis-)similarity is constructed either along cognitive characteristics or political ideology.
Discipline-specific operationalizations
Conflict of interest
Nothing to declare.

Data packages

To be provided after data collection

Data package DOI
Description
Replication package
Accessibility
Open Access
Repository
User license
Retention period
10

Publications

Documents

Filename
Description
Date
2024/12/18

Ethics

Ethical assessment
Yes
Ethical committee
EC BSS / Sociology Groningen