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. 2021 Apr 30;11:9351. doi: 10.1038/s41598-021-88663-0

Table 1.

Factor analysis of 12 economic variables: 2-factor solution.

F1: Cooperation F2: Punishment Com Comp
Trust game (1st mover) 0.53 0.00 0.28 1.0
Trust game (2nd mover) 0.50 − 0.10 0.26 1.1
Charitable donations 0.47 − 0.02 0.22 1.0
Dictator game 0.45 0.19 0.24 1.3
Ultimatum game (1st mover) 0.36 0.09 0.14 1.1
Public good game 0.57 − 0.03 0.32 1.0
Dilemma of the commons 0.39 − 0.21 0.19 1.5
Zurich prosocial game 0.55 − 0.01 0.30 1.0
2nd party punishment 0.01 0.74 0.55 1.0
3rd party punishment − 0.01 0.80 0.64 1.0
Ultimatum game (2nd mover) 0.01 0.55 0.30 1.0
Impunity game − 0.02 0.46 0.21 1.0
Proportion variance explained 0.16 0.15

Standardized loadings (pattern matrix) based upon correlation matrix, communality (“Com”) and complexity (“Comp”) of each variable. Two factors, labeled “Cooperation” and “Punishment”, captured 31% of the total variance.