| Literature DB >> 33191250 |
Simon Ntopi1, Ellen Chirwa2, Alfred Maluwa3.
Abstract
OBJECTIVES: The objective of this study was to investigate the role stressors, sociodemographic characteristics and job tasks of health surveillance assistants (HSAs) and to explore major predictors of role stressors and job satisfaction of HSAs in Malawi.Entities:
Keywords: health & safety; health services administration & management; human resource management; organisational development
Year: 2020 PMID: 33191250 PMCID: PMC7668364 DOI: 10.1136/bmjopen-2020-037000
Source DB: PubMed Journal: BMJ Open ISSN: 2044-6055 Impact factor: 2.692
Indicating variables and their KMO and Bartlett’s test results
| Variable | KMO | Bartlett’s test | ||
| χ2 | df | P value | ||
| Role ambiguity | 0.755 | 1380.10 | 28 | P |
| Role conflict | 0.647 | 515.11 | 21 | P<0.001 |
| Role overload | 0.776 | 967.19 | 36 | P<0.001 |
| Job satisfaction | 0.743 | 2147.41 | 190 | P<0.001 |
KMO, Kaiser-Meyer-Olkin.
Frequency and relationships between sociodemographic variables and the dependent variables
| Variable | N | % | Role ambiguity | Role conflict | Role overload | Job satisfaction | ||||||||
| χ2 | P value | χ2 | P value | χ2 | P value | χ2 | P value | |||||||
| Age (years) | 0.001 | 0.001 | 0.000 | |||||||||||
| 26–35 | 154 | 35.8 | 13.86 | 24.30 | 28.56 | 74.87 | ||||||||
| 36–45 | 221 | 51.4 | 13.87 | 23.83 | 29.00 | 76.19 | ||||||||
| 46–55 | 52 | 12.1 | 15.52 | 22.32 | 26.40 | 75.31 | ||||||||
| 56–60 | 3 | 0.70 | 11.33 | 22.00 | 31.00 | 67.00 | ||||||||
| Gender | 0.016 | 0.128 | ||||||||||||
| Male | 216 | 50.2 | 13.84 | 23.41 | 28.5 | 75.70 | ||||||||
| Female | 214 | 49.8 | 14.25 | 24.20 | 28.59 | 75.39 | ||||||||
| Marital status | 0.151 | |||||||||||||
| Married | 365 | 85.10 | 13.90 | 23.86 | 28.69 | 75.62 | ||||||||
| Unmarried | 53 | 12.40 | 15.15 | 23.47 | 26.94 | 75.21 | ||||||||
| Divorced | 8 | 1.90 | 14.00 | 23.87 | 32.37 | 74.00 | ||||||||
| Widowed | 3 | 0.70 | 11.67 | 23.67 | 23.67 | 73.33 | ||||||||
| Education | 0.073 | 0.000 | 0.001 | |||||||||||
| PSLCE | 8 | 1.90 | 14.25 | 24.88 | 29.75 | 73.62 | ||||||||
| JCE | 193 | 44.90 | 14.38 | 23.62 | 27.4 | 75.83 | ||||||||
| MSCE | 217 | 50.70 | 13.98 | 23.99 | 29.28 | 75.52 | ||||||||
| Diploma | 12 | 2.80 | 9.83 | 22.75 | 32.75 | 72.75 | ||||||||
| Clinical roles | 0.012 | 0.001 | 0.000 | |||||||||||
| Yes | 350 | 81.60 | 14.23 | 23.87 | 28.76 | 75.75 | ||||||||
| No | 79 | 18.40 | 13.23 | 23.50 | 27.54 | 74.75 | ||||||||
| Location | 0.001 | 0.001 | 0.000 | |||||||||||
| Rural | 330 | 76.70 | 14.14 | 23.54 | 28.77 | 76.22 | ||||||||
| Urban | 100 | 23.3 | 13.67 | 24.84 | 27.63 | 72.92 | ||||||||
| District of work | 0.246 | 0.799 | ||||||||||||
| Mangochi | 95 | 22.10 | 14.74 | 23.98 | 28.28 | 75.91 | ||||||||
| Lilongwe | 278 | 64.70 | 13.86 | 23.69 | 28.18 | 75.19 | ||||||||
| Mzimba | 57 | 13.30 | 13.81 | 24.07 | 30.70 | 76.68 | ||||||||
| Years at service post | 0.011 | 0.139 | ||||||||||||
| <10 | 300 | 80.60 | 14.5 | 23.18 | 27.5 | 74.90 | ||||||||
| 11–19 | 63 | 16.90 | 13.73 | 24.42 | 28.69 | 13.78 | ||||||||
| ≥20 | 9 | 2.40 | 14.10 | 22.75 | 28.04 | 14.38 | ||||||||
| Intention to quit | 0.000 | |||||||||||||
| Yes | ||||||||||||||
| No | ||||||||||||||
The bolded values are the Chi-sqaure, Mean or P Value for the dependent variables and represent overall values for Age and Gender.
JCE, Junior Certificate of Education; M, Mean; MSCE, Malawi School Certificate of Education; MSCE, Malawi School Certificate of Education; PSLCE, Primary School Leaving Certificate of Education; X2, Chisquare.
The means and SD of the dependent variables
| Mean | SD | Observed range | Gold standard range | |
| RA | 1.76 | 0.74 | 0.86–4.88 | 1.00–5.00 |
| RC | 3.40 | 0.89 | 1.29–5.00 | 1.00–5.00 |
| RO | 3.18 | 0.94 | 1.00–5.00 | 1.00–5.00 |
| JS | 3.80 | 0.47 | 1.60–4.75 | 1.00–5.00 |
JS, job satisfaction; RA, role ambiguity; RC, role conflict; RO, role overload.
Figure 1HSAs’ tasks frequencies. Data are the percentage indicating the frequency of HSAs’ job tasks. For clarity <1 per week indicates rarely performed tasks when mentioned by 50% or more of the respondents, <1 per week when mentioned by 80% or more means very rarely performed, tasks performed 1–5 times per week are frequently conducted when mentioned by 70% of the respondents, tasks performed 6–10 times per week and more than 10 times per week are very frequently conducted when mentioned by over 70% of the respondents. ANC, antenatal care; GMP, growth monitoring promotion; HBC, home-based care; HSAs, health surveillance assistants; PNC, postnatal care; VHC, village health committee; IEC, information, education and communication,.
Correlations between HSA tasks and the dependent variables
| Role ambiguity | Role conflict | Role overload | Job satisfaction | ||
| Water chlorination | 0.006 | −0.022 | 0.040 | −0.029 | |
| Sig. (one tailed) | 0.453 | 0.324 | 0.203 | 0.278 | |
| ANC and PNC | −0.107* | 0.065 | 0.079 | 0.046 | |
| Sig. (one tailed) | 0.016 | 0.096 | 0.056 | 0.180 | |
| Salt testing | 0.110* | −0.137† | −0.075 | −0.068 | |
| Sig. (one tailed) | 0.012 | 0.003 | 0.064 | 0.082 | |
| GMP | 0.185† | 0.159† | 0.137† | −0.071 | |
| Sig. (one tailed) | 0.000 | 0.001 | 0.002 | 0.072 | |
| TB | −0.045 | −0.030 | 0.009 | −0.079 | |
| Sig. (one tailed) | 0.182 | 0.272 | 0.431 | 0.057 | |
| HTS | −0.030 | 0.111* | 0.088* | 0.033 | |
| Sig. (one tailed) | 0.273 | 0.012 | 0.036 | 0.254 | |
| Drug custodian | −0.123† | 0.109* | 0.046 | 0.076 | |
| Sig. (one tailed) | 0.006 | 0.013 | 0.174 | 0.061 | |
| iCCM | 0.000 | 0.070 | 0.073 | −0.043 | |
| Sig. (one tailed) | 0.497 | 0.077 | 0.071 | 0.195 | |
| MRDT | −0.009 | 0.096* | 0.031 | −0.038 | |
| Sig. (one tailed) | 0.425 | 0.026 | 0.268 | 0.222 | |
| Sputum examination | −0.037 | 0.079 | 0.066 | −0.131† | |
| Sig. (one tailed) | 0.232 | 0.056 | 0.092 | 0.004 | |
| VHC meetings | 0.040 | −0.017 | 0.136† | −0.103* | |
| Sig. (one tailed) | 0.206 | 0.367 | 0.003 | 0.017 | |
| FP | −0.091* | −0.078 | −0.068 | −0.105* | |
| Sig. (one tailed) | 0.034 | 0.059 | 0.088 | 0.018 | |
| HBC | −0.068 | 0.141† | 0.006 | −0.035 | |
| Sig. (one tailed) | 0.087 | 0.002 | 0.456 | 0.240 | |
| Nutrition | −0.120† | 0.086* | 0.068 | 0.036 | |
| Sig. (one tailed) | 0.007 | 0.041 | 0.083 | 0.231 | |
*Correlation is significant at the 0.05 level.
†Correlation is significant at the 0.01 level.
ANC, antenatal care; FP, Family Planning; GMP, growth monitoring promotion; HBC, home-based care; HSA, health surveillance assistant; HTS, HIV testing service; ICCM, Intergrated Community Case Management; MRDT, malaria rapid diagnosis testing; PNC, postnatal care; VHC, village health committee.
Relationships between the role stressors and job satisfaction
| RA | RC | RO | JS | ||
| RA | 1 | ||||
| P value | |||||
| RC | −0.247* | 1 | |||
| P value | 0.01 | ||||
| RO | −0.097† | −0.307* | 1 | ||
| P value | 0.022 | 0.01 | |||
| JS | −0.238* | −0.004 | −0.159* | 1 | |
| P value | 0.01 | 0.472 | 0.01 |
*Correlation is significant at the 0.01 level (one tailed).
†Correlation is significant at the 0.05 level (one tailed).
JS, job satisfaction; RA, role ambiguity; RC, role conflict; RO, role overload.
Summarised results indicating factors for role stressors identified during PCA
| Variable | EV | % of var | Cum. tot. |
| Role ambiguity | |||
| Supervisor | 3.62 | 45.26 | 30.3 |
| Role clarity | 1.27 | 15.84 | 60.05 |
| Guidelines | 1 | 12.53 | 73.63 |
| Role conflict | |||
| Incompatibility | 2.32 | 33.19 | 32.78 |
| Time and personal values | 1.5 | 54.64 | 54.64 |
| Role overload | |||
| Time pressure | 3.37 | 45.26 | 26.03 |
| Task overload | 1.2 | 21.36 | 47.39 |
| Prioritisation | 1.11 | 15.65 | 63.04 |
| Job satisfaction | |||
| Advancement | 4.66 | 23.31 | 12.39 |
| Work conditions | 1.88 | 9.41 | 24.59 |
| Supervision | 1.64 | 8.20 | 34.97 |
| Ability utilisation | 1.42 | 7.10 | 43.43 |
| Social service | 1.09 | 5.43 | 51.43 |
| Activity | 1.08 | 5.39 | 58.84 |
Cum. tot., cumulative total; EV, eigenvalue; % of var, percentage of variance.
Multiple regression of factors related to role ambiguity
| Model 1 | Model 2 | Model 3 | Model 4 | |
| β (95% CI) | β (95% CI) | β (95% CI) | β (95% CI) | |
| Demographic characteristics | ||||
| Age | 0.049 (−0.064 to 0.171) | −0.074 (−0.072 to 0.206) | 0.085 (−0.043 to 0.227) | 0.001 (−0.005 to 0.008) |
| Gender | 0.041 (−0.101 to 0.226 | 0.062 (−0.079 to 0.250) | 0.061 (−0.070 to 0.253) | 0.001 (−0.006 to 0.009) |
| Marital status | 0.006 (−0.153 to 0.172) | 0.057 (−0.153 to 0.175) | 0.004 (−0.153 to 0.165) | 0.005 (−0.001 to 0.015) |
| Education level | −0.074 (−0.228 to 0.042) | 0.007 (−0.179 to 0.111) | −0.023 (−0.170 to 0.112) | −0.003 (−0.010 to 0.004) |
| Work-related factors | ||||
| Place of work | −0.027 (−0.503 to −0.031)* | −0.173 (−0.547 to −0.093)*** | −0.001 (−0.013 to 0.009) | |
| Urban area | −0.144 (−0.256 to 0.291) | 0.092 (−0.098 to 0.489) | 0.006 (−0.002 to 0.027) | |
| Service post | 0.008 (−0.200 to 0.226) | −0.005 (−0.217 to 0.200) | 0.002 (−0.006 to 0.014) | |
| Clinical role | 0.008 (−0.345 to 0.108) | −0.009 (−0.244 to 0.207) | 0.004 (−0.002 to 0.020) | |
| Intention to quit | −0.055 (−0.342 to 0.732) | 0.029 (−0.376 to 0.674) | −0.001 (−0.028 to 0.022) | |
| Job tasks | ||||
| ANC/PNC visits | −0.077 (−0.538 to 0.127) | −0.012 (−0.049 to −0.017)*** | ||
| Salt testing | 0.189 (0.296 to 1.128)*** | −0.001 (−0.024 to 0.017) | ||
| GMP | 0.278 (0.741 to 2.094)*** | −0.007 (−0.073 to −0.003)* | ||
| TB | −0.025 (−0.334 to 0.229) | 0.005 (−0.003 to 0.024) | ||
| HTS | −0.058 (−0.340 to 0.125) | 0.006 (0.000 to 0.022) | ||
| Drug dispensing | −0.103 (−0.333 to 0.008) | −0.002 (−0.011 to 0.005) | ||
| VHC meetings | −0.095 (−0.647 to 0.089) | 0.003 (−0.010 to 0.025) | ||
| Family planning | −0.040 (−0.245 to 0.114) | 0.000 (−0.009 to 0.008) | ||
| HBC | 0.025 (−0.360 to 0.529 | −0.003 (−0.031 to 0.011) | ||
| Nutrition | −0.056 (−0.451 to 0.150) | 0.001 (−0.013 to 0.016) | ||
| PCA components | ||||
| Supervisor | 0.752 (0.550 to 0.558)*** | |||
| Role clarity | 0.498 (0.405 to 0.413)*** | |||
| Guidelines | 0.373 (0.275 to 0.283)*** |
Model 1: adjusted for age, gender, marital status and education level; module 2: adjusted for variables in module 1 and work-related variables; module 3: adjusted for variables in module 2 and job tasks; module 4: adjusted for variables in module 3 and factors identified in PCA for role ambiguity.
*P<0.05, **p<0.01, ***p<0.001.
ANC/PNC, antenatal care/postnatal care; GMP, growth monitoring promotion; HTS, HIV testing service; PCA, principal component analysis; TB, tuberculosis; VHC, village health committee.
Multiple regression of factors related to role conflict
| Model 1 | Model 2 | Model 3 | Model 4 | |
| β (95% CI) | β (95% CI) | β (95% CI) | β (95% CI) | |
| Demographic characteristics | ||||
| Age | −0.133 (−0.307 to −0.034)* | −0.125 (−0.317 to −0.003)* | −0.137 (−0.329 to −0.023)* | −0.004 (−0.023 to 0.013) |
| Gender | 0.061 (−0.080 to 0.297) | 0.035 (−0.124 to 0.247 | 0.062 (−0.073to 0.292) | 0.002 (−0.017 to 0.025) |
| Marital status | 0.004 (−0.182 to 0.196) | 0.023 (−0.146 to 0.229) | 0.026 (−0.136 to 0.227) | −0.003 (−0.025 to 0.016) |
| Education level | −0.004 (−0.163 to 0.150) | −0.083 (−0.286 to 0.043) | −0.123 (−0.342 to −0.020)* | 0.004 (−0.012 to 0.025) |
| Work-related factors | ||||
| Place of work | 0.193 (0.159 to 0.687)*** | 0.179 (0.137 to 0.644)* | 0.000 (−0.030 to 0.029) | |
| Urban area | 0.086 (−0.091 to 0.511) | 0.069 (−0.155.492) | −0.001 (−0.040 to 0.034) | |
| Service post | −0.065 (−0.369 to 0.107) | −0.057 (−0.348 to 0.120) | 0.014 (0.001 to 0.055)* | |
| Clinical role | −0.018 (−0.301 to 0.211) | −0.026 (−0.321 to 0.189) | −0.010 (−0.055 to 0.003) | |
| Intention to quit | 0.075 (−0.161 to 1.065) | 0.065 (−0.205 to 0.993) | 0.006 (−0.032 to 0.106) | |
| Job tasks | ||||
| ANC/PNC visits | −0.054 (−0.527 to 0.201) | −0.007 (−0.065 to 0.020) | ||
| Salt testing | −0.132 (−0.997 to −0.108)* | −0.017 (−0.122 to −0.019)*** | ||
| GMP | 0.241 (0.685 to 2.229)*** | −0.005 (−0.120 to 0.060) | ||
| TB | −0.021 (−0.365 to 0.263) | 0.004 (−0.026 to 0.046) | ||
| HTS | 0.031 (−0.197 to 0.330) | −0.003 (−0.036 to 0.024) | ||
| Drug dispensing | 0.094 (−0.018 to 0.367) | 0.005 (−0.013 to 0.032) | ||
| VHC meetings | −0.222 (−1.195 to −0.354)*** | −0.011 (−0.088 to 0.011) | ||
| Family planning | −0.126 (−0.446 to −0.042) | 0.004 (−0.016 to 0.030) | ||
| HBC | 0.186 (0.252 to 1.233) | 0.008 (−0.027 to 0.087) | ||
| Nutrition | −0.009 (−0.370 to 0.316) | −0.009 (−0.069 to 0.009) | ||
| PCA components | ||||
| Intrasender conflict | 0.883 (0.770 to 0.790*** | |||
| Intrarole and person role conflict | 0.484 (0.413 to 0.434)*** |
Model 1: adjusted for age, gender, marital status and education level; module 2: adjusted for variables in module 1 and work-related variables; module 3: adjusted for variables in module 2 and job tasks; module 4: adjusted for variables in module 3 and factors identified in PCA for role conflict.
*P<0.05, **p<0.01, ***p<0.001.
ANC/PNC, antenatal care/postnatal care; GMP, growth monitoring promotion; HBC, home-based care; HTS, HIV testing service; PCA, principal component analysis; TB, tuberculosis; VHC, village health committee.
Multiple regression of factors related to role overload
| Model 1 | Model 2 | Model 3 | Model 4 | |
| β (95% CI) | β (95% CI) | β (95% CI) | β (95% CI) | |
| Demographic characteristics | ||||
| Age | −0.036 (−0.195 to 0.098) | −0.060 (−0.255 to 0.090) | −0.059 (−0.254 to 0.094) | 0.002 (−0.003 to 0.009) |
| Gender | 0.038 (−0.131 to 0.276) | 0.031 (−0.147 to 0.264) | 0.054 (−0.107 to 0.310) | 0.003 (−0.001 to 0.014) |
| Marital status | −0.009 (−0.220 to 0.187) | 0.005 (−0.197 to 0.217) | 0.034 (−0.142 to 0.271) | 0.000 (−0.007 to 0.007) |
| Education level | 0.108 (0.002 to 0.339)* | 0.082 (−0.053 to 0.312) | 0.071 (−0.072 to 0.296) | −0.003 (−0.012 to 0.001) |
| Work-related factors | ||||
| Place of work | 0.040 (−0.201 to 0.386) | 0.020 (−0.245 to 0.337) | 0.002 (−0.005 to 0.015) | |
| Urban area | 0.015 (−0.300 to 0.380) | −0.043 (−0.497 to 0.268) | 0.002 (−0.009 to 0.018) | |
| Service post | 0.012 (−0.237 to 0.290) | 0.015 (−0.236 to 0.298) | −0.001 (−0.011 to 0.008) | |
| Clinical role | −0.088 (−0.520 to 0.047) | −0.100 (−0.563 to 0.023) | 0.010 (0.016 to 0.036)*** | |
| Intention to quit | −0.043 (−0.954 to 0.396) | −0.068 (−1.121 to 0.241) | −0.002 (−0.039 to 0.009) | |
| Job tasks | ||||
| ANC/PNC visits | 0.127 (−0.001 to 0.827)* | −0.005 (−0.031 to −0.001)* | ||
| Salt testing | −0.097 (−0.961 to 0.066) | −0.004 (−0.035 to 0.002) | ||
| GMP | 0.092 (−0.284 to 1.475) | 0.004 (−0.008 to 0.055) | ||
| TB | 0.048 (−0.237 to 0.489) | 0.000 (−0.012 to 0.014) | ||
| HTS | −0.022 (−0.051) | −0.004 (−0.021 to 0.001) | ||
| Drug dispensing | −0.004 (−0.008) | −0.001 (−0.009 to 0.007) | ||
| VHC meetings | 0.088 (0.327) | −0.002 (−0.026 to 0.008) | ||
| Family planning | −0.076 (−0.158) | −0.002 (−0.013 to 0.004) | ||
| HBC | −0.024 (−0.103) | 0.003 (−0.007 to 0.035) | ||
| Nutrition | 0.084 (0.284) | 0.000 (−0.015 to 0.013) | ||
| PCA components | ||||
| Time pressure | 0.692 (0.663 to 0.670)*** | |||
| Task overload | 0.591 (0.560 to 0.568)*** | |||
| Work prioritisation | 0.313 (0.341 to 0.349)*** |
Model 1: adjusted for age, gender, marital status and education level; module 2: adjusted for variables in model 1 and work-related variables; module 3: adjusted for variables in module 2 and job tasks; module 4: adjusted for variables in model 3 and factors identified in PCA for role overload.
*P<0.05, **p<0.01, ***p<0.001.
ANC/PNC, antenatal care/postnatal care; GMP, growth monitoring promotion; HBC, home-based care; HTS, HIV testing service; PCA, principal component analysis; TB, tuberculosis; VHC, village health committee.
Multiple regression of factors related to job satisfaction
| Model 1 | Model 2 | Model 3 | Model 4 | |
| β (95% CI) | β (95% CI) | β (95% CI) | β (95% CI) | |
| Demographic characteristics | ||||
| Age | −0.010 (−0.081 to 0.067) | 0.081 (−0.031 to 0.139) | 0.075 (−0.035 to 0.136) | 0.017 (−0.015 to 0.037) |
| Gender | −0.017 (−0.117 to 0.087) | −0.004 (−0.105 to 0.097) | 0.011 (−0.093 to 0.113) | 0.008 (−0.024 to 0.039) |
| Marital status | −0.017 (−0.119 to 0.086) | −0.009 (−0.111 to 0.095) | 0.002 (−0.101 to 0.104) | 0.018 (−0.014 to 0.049 |
| Education level | 0.013 (−0.075 to 0.095) | 0.064 (−0.040 to 0.140) | 0.050 (−0.052 to 0.130) | 0.016 (−0.017 to 0.041) |
| Work-related actors | ||||
| Place of work | 0.020 (−0.119 to 0.165) | 0.026 (−0.112 to 0.171) | −0.055 (−0.062)*** | |
| Urban area | −0.149 (−0.353 to −0.028)* | −0.176 (−0.410 to −0.040)* | −0.073 (−0.094)*** | |
| Service post | −0.142 (−0.278 to −0.020)* | −0.133 (−0.272 to −0.008)* | −0.053 (−0.056)*** | |
| Clinical role | −0.086 (−0.252 to 0.027) | −0.099 (−0.275 to 0.016) | −0.012 (−0.063 to 0.030) | |
| Intention to quit | 0.075 (−0.098 to 0.594) | 0.087 (−0.062 to 0.634) | 0.017 (−0.051 to 0.164) | |
| Job tasks | ||||
| ANC/PNC visits | 0.028 (−0.160 to 0.248) | −0.005 (−0.071 to 0.054) | ||
| Salt testing | −0.117 (−0.513 to −0.003)* | −0.023 (−0.131 to 0.028) | ||
| GMP | −0.128 (−0.842 to 0.049) | 0.001 (−0.140 to 0.145) | ||
| TB | 0.000 (−0.182 to 0.181) | 0.026 (−0.021 to 0.090) | ||
| HTS | 0.129 (0.000 to 0.298)* | 0.003 (−0.043 to 0.049) | ||
| Drug dispensing | 0.076 (−0.035 to 0.183) | −0.011 (−0.044 to 0.023) | ||
| VHC meetings | 0.013 (−0.241 to 0.291) | −0.009 (−0.099 to 0.064) | ||
| Family planning | −0.116 (−0.232 to −0.003)* | −0.010 (−0.046 to 0.026) | ||
| HBC | 0.017 (−0.253 to 0.324) | 0.007 (−0.074 to 0.104) | ||
| Nutrition | 0.007 (−0.179 to 0.201) | 0.003 (−0.054 to 0.062) | ||
| PCA components | ||||
| Advancement and recognition | 0.480 (0.208 to 0.241)*** | |||
| Work conditions and organisation policies | 0.241 (0.097 to 0.128) *** | |||
| Supervision | 0.371 (0.158 to 0.188) *** | |||
| Ability utilisation | 0.300 (0.127 to 0.163)*** | |||
| Social service | 0.375 (0.157 to 0.187)*** | |||
| Activity | 0.466 (0.202 to 0.233)*** |
Model 1: adjusted for age, gender, marital status and education level; module 2: adjusted for variables in module 1 and work-related variables; module 3: adjusted for variables in module 2 and job tasks; module 4: adjusted for variables in module 3 and factors identified in PCA for job satisfaction.
*P<0.05, **p<0.01, ***p<0.001.
ANC/PNC, antenatal care/postnatal care; GMP, growth monitoring promotion; HBC, home-based care; HTS, HIV testing service; PCA, principal component analysis; TB, tuberculosis; VHC, village health committee.