| Literature DB >> 31363925 |
Anushka Rajesh Patel1, Benedict Weobong2, Vikram Harshad Patel3,4, Daisy Radha Singla5.
Abstract
Intimate partner violence (IPV) strongly predicts depression, but it is unknown if women experiencing IPV can benefit from depression treatments in contexts where depression and IPV are prevalent. This study explored whether women experiencing IPV in Goa, India, can benefit from the Healthy Activity Program (HAP), a culturally adapted behavioral activation treatment, compared with enhanced usual care (EUC). Cross-sectional and longitudinal analyses were performed on data from a clinical trial. Measures assessed at baseline and 3 and 12 months included depressive symptoms. Measures assessed at 3 and 12 months included activation and IPV. Independent t tests were conducted to assess if participants experiencing IPV had higher depressive symptoms and lower activation at 3 and 12 months; hierarchical linear regression was conducted to determine if 3-month IPV predicted 12-month depressive symptoms across trial arms (Hypothesis 1). Hierarchical linear regression was then conducted to examine if the relationship between 3-month activation and 12-month depressive symptoms was moderated by 3-month IPV within each trial arm (Hypothesis 2). As expected, participants experiencing IPV had significantly lower activation levels and higher depressive symptoms compared with participants who did not experience IPV at 3 and 12 months in cross-sectional analyses. Similarly, IPV endorsed at 3 months significantly predicted depressive symptoms at 12 months. However, activation was significantly associated with less severe depressive symptoms at 12 months, irrespective of IPV endorsement among HAP participants. For EUC participants, IPV remained the only significant predictor of depressive symptoms at 12 months. Results suggest that women experiencing IPV can still benefit from behavioral activation.Entities:
Keywords: Behavioral activation; Depression; India; Intimate partner violence; LMIC
Year: 2019 PMID: 31363925 PMCID: PMC6841649 DOI: 10.1007/s00737-019-00992-2
Source DB: PubMed Journal: Arch Womens Ment Health ISSN: 1434-1816 Impact factor: 3.633
Fig. 13-month post-enrollment analyses had total N = 232, whereas 12-month follow-up analyses had N = 211 for independent samples t tests. However, N = 220 for regression analyses after accounting for list-wise deletion procedures, wherein the regression software deletes any cases with missing data
Demographic and clinical characteristics of women collected at baseline by the trial arm
| Category | HAP (%) | EUC (%) |
|---|---|---|
| Demographic characteristics | ||
| Age | ||
| Religion | ||
| Hindu | 93.8 | 91.7 |
| Christian | 0.9 | 5.8 |
| Muslim | 5.4 | 2.5 |
| Educational status | ||
| No education | 32.1 | 27.5 |
| Primary complete | 47.3 | 51.7 |
| Secondary complete | 17 | 15 |
| Higher secondary complete | 2.7 | 4.2 |
| Graduate | 0.9 | 1.7 |
| Occupation | ||
| Student | 75 | 71.7 |
| Unemployed | 20.5 | 27.5 |
| Housewife | 0.9 | 0.8 |
| Laborer | 3.6 | 0 |
| Clinical characteristics | ||
| Variable | Mean (SE) | Mean (SE) |
| Baseline depressive symptoms | 17.79 (0.25) | 17.51 (0.22) |
| Age | 42.73 (0.95) | 42.11 (0.87) |
| 3-month depressive symptoms | 8.06 (0.70) | 11.44 (0.64) |
| 3-month PAAS | 12.01 (0.43) | 10.01 (0.38) |
| 12-month depressive symptoms | 8.19 (0.67) | 10.61 (0.71) |
| 12-month PAAS | 10.9 (0.46) | 10.03 (0.40) |
Fig. 2Independent samples t tests at 3-month and 12-month post-enrollment for activation and depressive symptoms, respectively
Regression analyses examining the role of 3-month IPV individually and as a moderator on 12-month depressive symptoms for HAP
| Healthy activity program arm ( | ||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Model 1 | Model 2 | Model 3 | ||||||||||||||||
| Predictors | Std. error | Beta | Sig | % unique variance | Std. error | Beta | Sig | % unique variance | Std. error | Beta | Sig | % unique variance | ||||||
| Constant | 0.03 | 4.95 | 0.01 | 1.00 | − 1.19 | 5.00 | − 0.24 | 0.81 | − 1.16 | 5.02 | − 0.23 | 0.82 | ||||||
| Age | 0.14 | 0.06 | 0.20 | 2.32 | 0.02 | 4.00 | 0.15 | 0.06 | 0.21 | 2.39 | 0.02 | 4.19 | 0.14 | 0.06 | 0.20 | 2.33 | 0.02 | 4.03 |
| Baseline depressive symptoms | 0.16 | 0.24 | 0.06 | 0.68 | 0.50 | 0.34 | 0.19 | 0.24 | 0.07 | 0.79 | 0.43 | 0.46 | 0.19 | 0.24 | 0.07 | 0.79 | 0.43 | 0.46 |
| 3-month activation | − 0.73 | 0.14 | − 0.47 | − 5.42 | < 0.0001 | 21.77 | − 0.70 | 0.14 | − 0.45 | − 5.11 | < 0.0001 | 19.18 | − 0.67 | 0.15 | − 0.43 | − 4.32 | < 0.0001 | 13.80 |
| 3-month IPV | N/A | 1.86 | 1.31 | 0.12 | 1.42 | 0.16 | 1.48 | 1.89 | 1.31 | 0.13 | 1.44 | 0.15 | 1.53 | |||||
| 3-month activation*IPV | N/A | − 0.15 | 0.34 | − 0.04 | − 0.45 | 0.65 | 0.15 | |||||||||||
*Note. None of the full models were significant (p > 0.05), but individual predictors in model 3 did explain significant variance. “B” refers to unstandardized coefficients in original units, “Std. error” refers to the standard error around unstandardized coefficients, “Beta” refers to standardized regression coefficients, “t” refers to the t statistic generated by the regression, and “Sig” refers to the significance value of the model and its constituent predictors, setting alpha at 0.05. “% unique variance” explains how much each predictor uniquely contributed to explaining variance in outcomes after controlling for others in the model
**Note. All models were significant (p < 0.001)*, but F change was only significant for model 1, suggesting that addition of variables did not improve incremental prediction. “B” refers to unstandardized coefficients in original units, “Std. error” refers to the standard error around unstandardized coefficients, “Beta” refers to standardized regression coefficients, “t” refers to the t statistic generated by the regression, and “Sig” refers to the significance value of the model and its constituent predictors, setting alpha at 0.05. “% unique variance” explains how much each predictor uniquely contributed to explaining variance in outcomes after controlling for others in the model
Regression analyses examining the role of 3-month IPV individually and as a moderator on 12-month depressive symptoms for EUC
| Enhanced usual care arm ( | ||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Model 1 | Model 2 | Model 3 | ||||||||||||||||
| Predictors | Std. error | Beta | Sig | % unique variance | Std. error | Beta | Sig | % unique variance | Std. error | Beta | Sig | % unique variance | ||||||
| Constant | 1.36 | 5.90 | 0.23 | 0.82 | 0.18 | 5.84 | 0.03 | 0.97 | − 0.24 | 5.85 | − 0.04 | 0.97 | ||||||
| Age | 0.10 | 0.08 | 0.12 | 1.26 | 0.21 | 1.36 | 0.13 | 0.08 | 0.16 | 1.65 | 0.10 | 2.27 | 0.13 | 0.08 | 0.16 | 1.70 | 0.09 | 2.42 |
| Baseline depressive symptoms | 0.27 | 0.30 | 0.09 | 0.93 | 0.35 | 0.74 | 0.20 | 0.29 | 0.06 | 0.69 | 0.49 | 0.40 | 0.21 | 0.29 | 0.07 | 0.72 | 0.47 | 0.43 |
| 3-month activation | − 0.33 | 0.18 | − 0.18 | − 1.84 | 0.07 | 2.92 | − 0.29 | 0.18 | − 0.16 | − 1.67 | 0.10 | 2.32 | − 0.47 | 0.24 | − 0.26 | − 1.93 | 0.06 | 3.13 |
| 3-month IPV | N/A | 3.01 | 1.46 | 0.19 | 2.06 | 0.04 | 3.55 | 3.43 | 1.51 | 0.22 | 2.27 | 0.03 | 4.29 | |||||
| 3-month activation*IPV | N/A | 0.36 | 0.34 | 0.14 | 1.06 | 0.29 | 0.94 | |||||||||||