Source
Schwartz, S. H. (2012). An overview of the Schwartz theory of basic values. Online Readings in Psychology and Culture, 2(1). https://doi.org/10.9707/2307-0919.1116
Core Argument
Schwartz proposes 19 basic human values (refined from the original 10) organized in a circular motivational continuum. Adjacent values share motivational compatibility; opposing values create conflict.
Key Concepts
Circumplex structure: Values are not independent — they form a continuous circle. This has measurement implications: you cannot simply sum values scores; you must account for the circular structure.
Self-transcendence vs. self-enhancement: The most fundamental opposition. Universalism and Benevolence (self-transcendence) conflict with Power and Achievement (self-enhancement).
Openness to change vs. conservation: The second major axis. Stimulation and Self-Direction conflict with Security, Conformity, and Tradition.
Implications for PersonaMatrix
Current PersonaMatrix architecture scores Big Five personality only. Schwartz values provide a complementary layer:
1. Values predict what a person cares about; personality predicts how they pursue it 2. The circumplex structure requires a different scoring approach than Big Five (ipsative rather than normative) 3. LLM-based values inference from text is theoretically plausible but requires separate validation
Critical Notes
The 2012 refinement adds granularity but also complexity. For applied use cases, the original 10-value structure may be more practical. The circumplex assumption needs testing in non-WEIRD samples.
Next Steps
Explore whether LLM scoring can capture the circumplex structure, or whether it flattens values into independent dimensions.