2.1. Participants and Procedure
This cross-sectional study was conducted among pregnant and postpartum women in rural areas of Sichuan Province, Southwest China, from December, 2017 to May, 2018. The optimal time to conduct the first screen for postpartum depression is within 6 months postpartum[34, 35]. So, the target population in this study was the women who were at pregnancy or within 6 months postpartum.
A multi-stage stratified random sampling was used to acquire the sample. In the first stage, we randomly chose a city in Sichuan province. In the second stage, we randomly selected a rural district in the city. In the third stage, 10 townships were randomly selected from the rural district. In the fourth stage, we randomly selected 50 maternal women from the database of maternal women established by each township hospital. Trained investigators invited the selected participants to take part a face to face interview in their home and the questionnaires were completed by the investigators. We used the quantifiable scales, trained investigators, two-person data entry and logical verification to ensure the quality of the research.
2.2. Ethical Consideration
The study protocol was approved by the Institutional Review Board of Sichuan University (Project identification code: H171260). The study was explained to participants and informed written consent was obtained prior to data collection.
2.3. Measures
Participants’ socio-demographic characteristics, social support, family function and depression information were collected from questionnaires.
2.3.1. Socio-demographic Characteristics
Socio-demographic Characteristics included age, type of maternal women, marital status, education level, employment status, individual annual income, medical insurance status and complications of pregnancy.
2.3.2. Social support
Social support was assessed through the Social Support Rating Scale, which was developed by Xiao S.Y et al [36]. The SSRS was specifically designed for use in a Chinese context and consists of ten items of three domains in total: objective support, subjective support and social support utilization. Responses were provided as a 4-point Likert scale, the overall score of all items ranges from 12 to 66 with higher scores reflecting stronger social support. The total score has been divided into three levels: low (12-22), moderate (23-44), and high (45-66). The SSRS has been widely applied in China with excellent validity and reliability [37, 38].In this research, Cronbach's α of the scale was 0.825.
2.3.3. Family function
Family function was measured by the APGAR, developed by Smilkstein, et al.[39], which was used to evaluate an individual’s satisfaction with family function. This scale was a 3-point scale ranging from 0 (hardly ever) to 2 (almost always), composing of five items: adaptation, partnership, growth, affection and resolve. The total score ranged from 0 to 10 with higher scores denoting higher level of satisfaction with family function. It was generally believed that score 0-3 indicated severe family dysfunction, 4-6 indicated moderate family dysfunction, and 7-10 indicated good family function. The Chinese version of APGAR has been widely applied in China with excellent validity and reliability[40, 41]. In this research, Cronbach's α of the scale was 0.874.
2.3.4. Depression
Depression was measured by EPDS (Edinburgh Postnatal Depression Scale). The EPDS, designed by Cox, et al.[42], was originally developed to assist primary care health professionals to detect mothers suffering from postpartum depression and was also proved to be suitable for the detection of antenatal depression in 2003 [43].The EPDS is a 10-item self-reported questionnaire on depressive symptoms. Each item is scored on a 4-point scale (from 0 to 3), so that the total score ranges from 0 to 30, with higher scores representing more depressive symptoms. The EPDS was translated into Chinese version by Pen et al in 1994[44], who recommended that the cut-off score for the Chinese was 9.5, and the score of 9.5 or higher indicates significant depressive symptoms. In this research, Cronbach's α of the scale was 0.776.
2.4. Statistical analyses
The data were entered using the Epidata3.1 database and were analyzed using the SPSS version 20.0 (SPSS Inc., Chicago, IL, USA) and Analysis of Moment Structures (AMOS) version 24.0 (IBM, New York, NY, USA). First, we calculated descriptive statistics (frequencies, percentages, means, and standard deviations) to examine the socio-demographic characteristics of the sample. Second, we undertook a descriptive analysis of study variables (means and standard deviations). Third, binary logistic regression models were used to test the relationship between social support, family function and depression. In model 1, we used depression as the dependent variable and social support, socio-demographic variables as independent variables. In model 2, we further added family function as an independent variable. Fourth, a structural equation model (SEM) was employed to further test the hypothesized relationships among social support, family function and depression of antenatal and postpartum women.
The SEM used bootstrap maximum likelihood estimation and the results, with a p-value of < 0.05, were considered statistically significant. To examine the model fit, we employed several indicators with their cutoffs: adjusted goodness of fit index (AGFI), a goodness of fit index(GFI), the comparative fit index (CFI), normed fit index (NFI), incremental (IFI), and Tucker-Lewis index (TLI) of 0.90 or above; a root mean squared error of approximation (RMSEA) less than or equal to 0.08, indicated an acceptable model fit [45].