| Literature DB >> 29587723 |
Change Xiong1, Xiao Chen2, Xinyuan Zhao3, Chaojie Liu4.
Abstract
BACKGROUND: Patient satisfaction is associated with both individual (patients and health workers) and organizational (health facilities) characteristics. This study aimed to establish a link between patient satisfaction and gender composition of physicians in community health service (CHS) organizations.Entities:
Keywords: Community health service; Gender composition; Patient satisfaction
Mesh:
Year: 2018 PMID: 29587723 PMCID: PMC5870243 DOI: 10.1186/s12913-018-3011-3
Source DB: PubMed Journal: BMC Health Serv Res ISSN: 1472-6963 Impact factor: 2.655
Values assigned to the independent variables in multi-level modelling
| Variable | Description and value |
|---|---|
| Individual-level (patients) | |
| Sex | 0 = Male; 1 = Female |
| Age | Continuous variable measured as “years” |
| Education | 0 = Without a tertiary qualification; 1 = With a tertiary qualification |
| Average monthly household income | Continuous variable measured in monetary terms “Yuan” |
| Medical expenses | Continuous variable measured in monetary terms “Yuan” |
| Frequency of visits | Continuous variable measured as “Times” |
| Organizational-level (community health services) | |
| Sex ratio “numbers” | Ratio of the number of male to female medical workers |
| Sex ratio “qualifications” | Percentage of male to female physicians with a bachelor degree |
| Gender difference in job satisfaction | Difference in mean scores of job satisfaction between male and female physicians |
Determinants of patient satisfaction scores - multilevel linear regression analyses
| Independent variables | Model One | Model Two | Model Three | Model Four | ||||
|---|---|---|---|---|---|---|---|---|
| Coef. | SE | Coef. | SE | Coef. | SE | Coef. | SE | |
| Fixed effects | ||||||||
| Intercept (β0) | 1.970 | 0.035 | 1.970 | 0.035 | 1.970 | 0.034 | ||
| Individual-level (patients) | ||||||||
| Sex (β1) | −0.031 | 0.041 | − 0.024 | 0.040 | − 0.031 | 0.041 | ||
| Age (β2) | − 0.005** | 0.001 | − 0.009** | − 0.002 | − 0.005** | 0.001 | ||
| Education (β3) | −0.025 | 0.061 | −0.033 | 0.060 | −0.029 | 0.061 | ||
| Monthly household income (β4) | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | ||
| Medical expenses for recent visit to CHS (β5) | −0.000* | 0.000 | −0.000 | 0.000 | −0.000 | 0.000 | ||
| Frequency of visits to CHS (β6) | −0.000 | 0.004 | −0.000 | 0.004 | −0.001 | 0.004 | ||
| Organizational-level (community health services) | ||||||||
| Sex ratio (Male to Female) - numbers of physicians (βi1) | 0.012* | 0.005 | 0.001 | 0.000 | ||||
| Sex ratio (Male to Female) - percentage of physicians with a university degree (βi2) | −0.001* | 0.000 | −0.000 | 0.000 | ||||
| Gender difference in job satisfaction scores (βi3) | 0.000 | 0.000 | −0.000 | 0.000 | ||||
| Random effects | ||||||||
| Variance component | .0243 (μ0) | .0235 | .0237 (μ2) | .0236 (μ5) | ||||
| χ2(df) | 97.688 | 90.604 | 91.800 | 91.212 | ||||
| | < 0.001 | < 0.001 | < 0.001 | < 0.001 | ||||
Note: * p < 0.05; ** p < 0.01
Characteristics of patient respondents and participating community health services (CHS)
| Variable | Percentage | Mean | S.D. | Min. | Max. |
|---|---|---|---|---|---|
| Individual-level (patients) | |||||
| Proportion of female respondents | 61% | ||||
| Age (Years) | 44.65 | 19.54 | 1 | 96 | |
| Percentage of respondents with a university degree | 22% | ||||
| Average monthly household income (Yuan) | 3785 | 3466 | 100 | 50,000 | |
| Medical expense (Yuan) | 464 | 898 | 2 | 8700 | |
| Frequency of visits to CHS | 5.07 | 8.11 | 1 | 99 | |
| Organizational-level (community health services) | |||||
| Sex ratio (Male to Female) - numbers of physicians | 0.65 | 1.14 | 0 | 7.00 | |
| Sex ratio (Male to Female) - percentage of physicians with a university degree | 1.50 | 1.16 | 0 | 6.00 | |
| Gender difference in job satisfaction scores | 0.7 | 4.83 | −7.67 | 12.40 | |