Summary of item communalities and SEM factor loadings for the PSC-measurement approach proposed by Weaver (2020b)
| Item | Communality | FL in SEM | ||||
|---|---|---|---|---|---|---|
| LF1 | LF 2 | LF 3 | LF 4 | |||
| Health and Human Security (LF 1) | 1. Providing opportunities that benefit health (including reproductive), nourishment and life expectancy | 0.49 | 0.46 | 0.38 | 0.39 | 0.59 |
| 2. Offering opportunities that foster mental health and that advance an individual’s ability to connect with others on an emotional level | 0.70 | 0.30 | 0.24 | 0.32 | 0.78 | |
| 3. Providing opportunities that enable individuals to protect themselves from violent assault or cope after directly or indirectly surviving violent assault | 0.29 | 0.70 | 0.39 | 0.16 | 0.68 | |
| Social Mobility (LF 2) | 4. Providing services or products that advance educational development, including opportunities that foster critical thinking, imagination and reasoning | 0.65 | −0.07 | 0.51 | 0.18 | 0.56 |
| 5. Providing opportunities that enable individuals to make plans towards reaching their life goals, as well as to critically reflect on them | 0.13 | 0.81 | 0.13 | 0.15 | 0.68 | |
| 6. Providing opportunities that help people obtain and own property, including houses, cars and other material goods | 0.79 | 0.21 | −0.03 | 0.20 | 0.49 | |
| 7. Providing opportunities that enable people to prepare and/or obtain employment | 0.22 | 0.61 | 0.15 | 0.25 | 0.57 | |
| Social, Political and Environmental Engagement (LF 3) | 8. Providing opportunities that enable people to organize around social issues and/or providing spaces of inclusion | 0.25 | 0.37 | 0.70 | −0.02 | 0.79 |
| 9. Providing opportunities that enable individuals to deal with issues related to discrimination and/or to mobilize against such issues | 0.09 | 0.20 | 0.82 | 0.23 | 0.64 | |
| 10. Providing opportunities that foster human interaction with things of nature, such as plants, animals and the overall environment | 0.33 | 0.24 | 0.56 | 0.24 | 0.54 | |
| 11. Providing opportunities that help people to engage in their political system, informing them of their rights and/or striving to protect their rights | 0.69 | 0.36 | 0.24 | −0.13 | 0.52 | |
| SE and SR (LF 4) | 12. Providing opportunities that enable people to express themselves in a diversity of ways, including through art, religion and politics | 0.37 | 0.29 | 0.24 | 0.70 | † |
| 13. Providing opportunities that foster social interaction and participation in recreational activities that make them laugh or play | 0.05 | 0.17 | 0.06 | 0.87 | † | |
| Item | Communality | FL in | ||||
|---|---|---|---|---|---|---|
| LF1 | LF 2 | LF 3 | LF 4 | |||
| Health and Human Security (LF 1) | 1. Providing opportunities that benefit health (including reproductive), nourishment and life expectancy | 0.49 | 0.46 | 0.38 | 0.39 | 0.59 |
| 2. Offering opportunities that foster mental health and that advance an individual’s ability to connect with others on an emotional level | 0.30 | 0.24 | 0.32 | |||
| 3. Providing opportunities that enable individuals to protect themselves from violent assault or cope after directly or indirectly surviving violent assault | 0.29 | 0. | 0.39 | 0.16 | 0.68 | |
| Social Mobility (LF 2) | 4. Providing services or products that advance educational development, including opportunities that foster critical thinking, imagination and reasoning | 0.65 | −0.07 | 0.51 | 0.18 | 0.56 |
| 5. Providing opportunities that enable individuals to make plans towards reaching their life goals, as well as to critically reflect on them | 0.13 | 0.13 | 0.15 | 0.68 | ||
| 6. Providing opportunities that help people obtain and own property, including houses, cars and other material goods | 0.21 | −0.03 | 0.20 | 0.49 | ||
| 7. Providing opportunities that enable people to prepare and/or obtain employment | 0.22 | 0.61 | 0.15 | 0.25 | 0.57 | |
| Social, Political and Environmental Engagement (LF 3) | 8. Providing opportunities that enable people to organize around social issues and/or providing spaces of inclusion | 0.25 | 0.37 | −0.02 | 0. | |
| 9. Providing opportunities that enable individuals to deal with issues related to discrimination and/or to mobilize against such issues | 0.09 | 0.20 | 0.23 | 0.64 | ||
| 10. Providing opportunities that foster human interaction with things of nature, such as plants, animals and the overall environment | 0.33 | 0.24 | 0.56 | 0.24 | 0.54 | |
| 11. Providing opportunities that help people to engage in their political system, informing them of their rights and/or striving to protect their rights | 0.69 | 0.36 | 0.24 | −0.13 | 0.52 | |
| SE and SR (LF 4) | 12. Providing opportunities that enable people to express themselves in a diversity of ways, including through art, religion and politics | 0.37 | 0.29 | 0.24 | ||
| 13. Providing opportunities that foster social interaction and participation in recreational activities that make them laugh or play | 0.05 | 0.17 | 0.06 | |||
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
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