Table 4.
Exploratory factor analysis
| Variable | Factor 1 | Factor 2 | Factor 3 |
| My work is important because I help people | 0.65 | 0.12 | 0.35 |
| I am respected in my community for the work I do | 0.58 | 0.36 | 0.14 |
| I am keenly aware of the career goals I have set for myself | 0.57 | 0.30 | 0.28 |
| I feel committed to my role | 0.56 | 0.45 | 0.21 |
| If I do well at work, I will achieve my goals | 0.54 | 0.32 | 0.21 |
| I am willing to do more than is asked of me in my role | 0.47 | 0.29 | 0.13 |
| I can solve most problems I have at work if I work hard | 0.37 | 0.29 | 0.29 |
| I can complete all of the work I am expected to do | 0.38 | 0.41 | 0.06 |
| I feel like performing the duties required of me | 0.35 | 0.53 | 0.22 |
| I am proud of the work I do | 0.33 | 0.57 | 0.25 |
| I am proud to be working in my role | 0.33 | 0.65 | 0.18 |
| In general, I am satisfied with my role | 0.14 | 0.57 | 0.12 |
| My job makes me feel good about myself | 0.14 | 0.54 | 0.36 |
| It is important that I do a good job so that the health system works well | 0.48 | 0.19 | 0.48 |
| Training sessions that I attend are worthwhile and add benefit to my career path | 0.37 | 0.15 | 0.49 |
| To be motivating, hard work must be rewarded with more status and money | 0.31 | 0.06 | 0.58 |
| I am strongly motivated by the recognition I get from other people | 0.26 | 0.34 | 0.44 |
| I gain knowledge from being in this role | 0.18 | 0.44 | 0.62 |
| My supervisors and managers are supportive of me | 0.14 | 0.36 | 0.36 |
Notes: Variables shown are those which loaded >0.4 onto at least one factor. Where variables loaded above 0.4 on more than one factor, they are shown in the factor in which they loaded the highest. These factors are:
Factor 1—Helping others and reaching personal goals.
Factor 2—Pride and self-efficacy in job.
Factor 3—External recognition and support (financial and managerial).