Measurement model – reliability and validity of formative constructs
| Constructs and items | Type of construct | Outer weight (p-value) | Confidence interval-bias corrected | VIF |
|---|---|---|---|---|
| Depression experience | Formative | [0.101, 0.340]* | ||
| Diagnosed with depression | 0.493 (0.079) | 1.072 | ||
| Friends and family have depression | 0.829 (0.001)* | 1.146 | ||
| Supervised someone with depression | ||||
| −0.466 (0.125) | 1.130 | |||
| Manager’s attitude | Formative | |||
| Affective | −0.313 (0.015)* | [−0.353, −0.067]* | 1.554 | |
| Behavioral | 0.939 (0.000)* | 1.936 | ||
| Cognitive | 0.263 (0.075) | 1.911 | ||
| Locus of control | Formative | [−0.366, 0.418] | ||
| Respect vs lacking recognition | 0.258 (0.197) | 1.206 | ||
| Fairness vs accidental happenings | 0.039 (0.817) | 1.072 | ||
| Right breaks vs opportunities | 0.346 (0.145) | 1.047 | ||
| Likeability vs inability to get along | –0.610 (0.113) | 1.062 | ||
| Fate vs distrust in fate | –0.223 (0.308) | 1.020 | ||
| Preparedness vs unfair tests | –0.278 (0.191) | 1.117 | ||
| Hard work vs luck | –0.219 (0.302) | 1.074 | ||
| Citizens vs people with power in govt. | –0.004 (0.983) | 1.103 | ||
| Making plans work vs relying on fortune | 0.076 (0.692) | 1.159 | ||
| Effort vs luck | –0.12 (0.521) | 1.108 | ||
| Own doing vs lacking control | 0.440 (0.107) | 1.132 | ||
| Personality | Formative | [0.135,0.360]* | ||
| Agreeableness | 0.809 (0.000)* | 1.237 | ||
| Conscientiousness | 0.357 (0.001)* | 1.247 | ||
| Extraversion | 0.016 (0.873) | 1.244 | ||
| Neuroticism | –0.436 (0.000)* | 1.309 | ||
| Openness | 0.311 (0.011)* | 1.429 |
| Constructs and items | Type of construct | Outer weight ( | Confidence interval-bias corrected | VIF |
|---|---|---|---|---|
| Depression experience | Formative | [0.101, 0.340]* | ||
| Diagnosed with depression | 0.493 (0.079) | 1.072 | ||
| Friends and family have depression | 0.829 (0.001)* | 1.146 | ||
| Supervised someone with depression | ||||
| −0.466 (0.125) | 1.130 | |||
| Manager’s attitude | Formative | |||
| Affective | −0.313 (0.015)* | [−0.353, −0.067]* | 1.554 | |
| Behavioral | 0.939 (0.000)* | 1.936 | ||
| Cognitive | 0.263 (0.075) | 1.911 | ||
| Locus of control | Formative | [−0.366, 0.418] | ||
| Respect vs lacking recognition | 0.258 (0.197) | 1.206 | ||
| Fairness vs accidental happenings | 0.039 (0.817) | 1.072 | ||
| Right breaks vs opportunities | 0.346 (0.145) | 1.047 | ||
| Likeability vs inability to get along | –0.610 (0.113) | 1.062 | ||
| Fate vs distrust in fate | –0.223 (0.308) | 1.020 | ||
| Preparedness vs unfair tests | –0.278 (0.191) | 1.117 | ||
| Hard work vs luck | –0.219 (0.302) | 1.074 | ||
| Citizens vs people with power in govt. | –0.004 (0.983) | 1.103 | ||
| Making plans work vs relying on fortune | 0.076 (0.692) | 1.159 | ||
| Effort vs luck | –0.12 (0.521) | 1.108 | ||
| Own doing vs lacking control | 0.440 (0.107) | 1.132 | ||
| Personality | Formative | [0.135,0.360]* | ||
| Agreeableness | 0.809 (0.000)* | 1.237 | ||
| Conscientiousness | 0.357 (0.001)* | 1.247 | ||
| Extraversion | 0.016 (0.873) | 1.244 | ||
| Neuroticism | –0.436 (0.000)* | 1.309 | ||
| Openness | 0.311 (0.011)* | 1.429 |
Note:
*p < 0.05
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