Covariates | VIF | Level | Effect size (ES) | Wald (p-value) |
---|---|---|---|---|
Present job cadre | 2.508 | Junior staff (ref.) | – | – |
Middle management | 4.370 (1.144–16.691) | 4.653 (0.031)* | ||
Senior management | 6.998 (1.774–27.602) | 7.722 (0.005)** | ||
Academics | 1.302 (0.016–105.074) | 0.014 (0.906) | ||
Job position | 2.627 | Technologist (ref.) | – | – |
engineer | 1.719 (0.399–7.407) | 0.528 (0.468) | ||
Manager | 1.803 (0.398–8.178) | 0.584 (0.445) | ||
General manager | 0.855 (0.097–7.534) | 0.020 (0.888) | ||
Executive director | 7.803 (0.686–88.726) | 2.743 (0.098) | ||
Years of experience | 1.350 | < 5 years (ref.) | – | – |
6–10 years | 1.037 (0.314–3.425) | 0.004 (0.953) | ||
11–15 years | 1.076 (0.273–4.245) | 0.011(0.917) | ||
16–20 years | 0.468 (0.055–3.944) | 0.488 (0.485) | ||
> 20 years | 0.029 (0.002–0.403) | 6.936 (0.008)** | ||
Highest educational qualification | 1.884 | OND (ref.) | – | – |
HND | 0.782 (0.235–2.603) | 0.161 (0.688) | ||
B.Sc | 0.376 (0.087–1.625) | 1.715 (0.190) | ||
M.Sc | 1.052 (0.195–5.682) | 0.003 (0.953) | ||
Ph.D | 0.100 (0.008–1.269) | 3.153 (0.076) | ||
Capacity development gathering in the past 2 years | 1.507 | Workshop | 2.005 (0.019 -211.378) | 0.086 (0.770) |
Conferences | 2.245 (0.018–278.738) | 0.108 (0.742) | ||
Seminars | 7.891 (0.074–846.393) | 0.750 (0.386) | ||
Workshop + seminar | 5.068 (0.036–715.399) | 0.413 (0.520) | ||
Workshop + conferences + seminars + training | 6.795 (0.049–934.159) | 0.582 (0.446) | ||
Workshop + training (ref.) | – | – | ||
Energy training in the past 2 years | 1.818 | Technical | 0.022 (0.001–0.966) | 3.912 (0.048)* |
Policy | 0.012 (0.000–0.795) | 4.269 (0.039)* | ||
Management | 0.023 (0.001–0.984) | 3.875 (0.049)* | ||
Policy + technical | 0.065 (0.002–2.791) | 2.027 (0.155) | ||
Technical + management | 0.392 (0.007–21.600) | 0.210 (0.647) | ||
Technical + policy + management (ref.) | – | – |