Table 3.

Summary of item communalities and SEM factor loadings for the PSC-measurement approach proposed by Weaver (2020b) 

ItemCommunalityFL in
SEM
LF1LF 2LF 3LF 4
Health and Human Security (LF 1)1. Providing opportunities that benefit health (including reproductive), nourishment and life expectancy0.490.460.380.390.59
2. Offering opportunities that foster mental health and that advance an individual’s ability to connect with others on an emotional level0.700.300.240.320.78
3. Providing opportunities that enable individuals to protect themselves from violent assault or cope after directly or indirectly surviving violent assault0.290.700.390.160.68
Social Mobility (LF 2)4. Providing services or products that advance educational development, including opportunities that foster critical thinking, imagination and reasoning0.65−0.070.510.180.56
5. Providing opportunities that enable individuals to make plans towards reaching their life goals, as well as to critically reflect on them0.130.810.130.150.68
6. Providing opportunities that help people obtain and own property, including houses, cars and other material goods0.790.21−0.030.200.49
7. Providing opportunities that enable people to prepare and/or obtain employment0.220.610.150.250.57
Social, Political and Environmental Engagement (LF 3)8. Providing opportunities that enable people to organize around social issues and/or providing spaces of inclusion0.250.370.70−0.020.79
9. Providing opportunities that enable individuals to deal with issues related to discrimination and/or to mobilize against such issues0.090.200.820.230.64
10. Providing opportunities that foster human interaction with things of nature, such as plants, animals and the overall environment0.330.240.560.240.54
11. Providing opportunities that help people to engage in their political system, informing them of their rights and/or striving to protect their rights0.690.360.24−0.130.52
SE and SR (LF 4)12. Providing opportunities that enable people to express themselves in a diversity of ways, including through art, religion and politics0.370.290.240.70
13. Providing opportunities that foster social interaction and participation in recreational activities that make them laugh or play0.050.170.060.87

Notes:

Communalities after extraction of four factors and varimax rotation are shown; SE and SR: self-expression and social relationships; FL in SEM: factor loading in structural equation model; communalities and factor loadings ≥0.70 are printed in italic; internal consistencies: αLF 1 = 0.85; αLF 2 = 0.66; αLF 3 = 0.67; αLF 4 = 0.70; N = 347; PSC = positive social change; LF = latent factor, each latent factor corresponds to one thematic category identified by Weaver (2020b); : for SE and SR no SEM factor loadings could be computed as the model was unidentified

Source: Authors’ own work

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