title: Developing a tool to measure satisfaction among health professionals in sub-Saharan Africa.
abstract: BACKGROUND
  In sub-Saharan Africa, lack of motivation and job dissatisfaction have been cited as causes of poor healthcare quality and outcomes. Measurement of health workers' satisfaction adapted to sub-Saharan African working conditions and cultures is a challenge. The objective of this study was to develop a valid and reliable instrument to measure satisfaction among health professionals in the sub-Saharan African context.
  
  
  METHODS
  A survey was conducted in Senegal and Mali in 2011 among 962 care providers (doctors, midwives, nurses and technicians) practicing in 46 hospitals (capital, regional and district). The participation rate was very high: 97% (937/962). After exploratory factor analysis (EFA), construct validity was assessed through confirmatory factor analysis (CFA). The discriminant validity of our subscales was evaluated by comparing the average variance extracted (AVE) for each of the constructs with the squared interconstruct correlation (SIC), and finally for criterion validity, each subscale was tested with two hypotheses. Two dimensions of reliability were assessed: internal consistency with Cronbach's alpha subscales and stability over time using a test-retest process.
  
  
  RESULTS
  Eight dimensions of satisfaction encompassing 24 items were identified and validated using a process that combined psychometric analyses and expert opinions: continuing education, salary and benefits, management style, tasks, work environment, workload, moral satisfaction and job stability. All eight dimensions demonstrated significant discriminant validity. The final model showed good performance, with a root mean square error of approximation (RMSEA) of 0.0508 (90% CI: 0.0448 to 0.0569) and a comparative fit index (CFI) of 0.9415. The concurrent criterion validity of the eight dimensions was good. Reliability was assessed based on internal consistency, which was good for all dimensions but one (moral satisfaction < 0.70). Test-retest showed satisfactory temporal stability (intra class coefficient range: 0.60 to 0.91).
  
  
  CONCLUSIONS
  Job satisfaction is a complex construct; this study provides a multidimensional instrument whose content, construct and criterion validities were verified to ensure its suitability for the sub-Saharan African context. When using these subscales in further studies, the variability of the reliability of the subscales should be taken in to account for calculating the sample sizes. The instrument will be useful in evaluative studies which will help guide interventions aimed at improving both the quality of care and its effectiveness.
authors.affiliation: University of Montreal Hospital Research Centre (CRCHUM), 3875 Saint-Urbain St,, 2nd Floor, Montreal, QC H2W 1V1, Canada. pierre.fournier@umontreal.ca.
authors.forename: Adama
authors.initials: A
authors.lastname: Faye
authors.forename: Pierre
authors.initials: P
authors.lastname: Fournier
authors.forename: Idrissa
authors.initials: I
authors.lastname: Diop
authors.forename: Aline
authors.initials: A
authors.lastname: Philibert
authors.forename: Florence
authors.initials: F
authors.lastname: Morestin
authors.forename: Alexandre
authors.initials: A
authors.lastname: Dumont