Table 3.
Potential mediation of the association between near park area and current depression by time spent walking/week (IPAQ questionnaire), perceived stress score (Cohen’s Perceived Stress Scale) and neighborhood satisfaction score (Domain 4 of the WHO-QoL-BREF scale).
| Hypothesized mediators | Coefficients# | Estimate | Standard Error |
|---|---|---|---|
| Time spent walking per week | a | -4.84E-05 | 6.27E-04 |
| b | -1.28E-03 | 6.59E-04 | |
| ab (mediated effect) | 6.18E-08 | ||
| 95% CI | (-1.51E-06 - 1.63E-06) | ||
| Significance | Not significant | ||
| Perceived stress score | a | -2.05E-06 | 4.84E-06 |
| b | 1.56E-01 | 6.24E-02 | |
| ab (mediated effect) | -3.21E-07 | ||
| 95% CI | (-1.8E-06 - 1.81E-06) | ||
| Significance | Not significant | ||
| Neighbourhood satisfaction score | a | -2.83E-06 | 1.15E-05 |
| b | -2.15E-01 | 3.56E-02 | |
| ab (mediated effect) | 6.08E-07 | ||
| 95% CI | (-4.25E-06 - 5.47E-06) | ||
| Significance | Not significant |
Notes: Mediation analysis was performed using the ‘product of coefficients approach’ (MacKinnon, 2008; MacKinnon, Lockwood, Brown, Wang, & Hoffman, 2007a).
‘a’ and ‘b’ refer to the estimated regression coefficients in the following two equations - M = i1 + a X+ d Z + e 1 ; Y = i 2 + c’ X+ b M + d’ Z+ e2 (MacKinnon, 2008). M refers to the hypothesized mediator, X is the independent variable (near park area), Y is the dependent variable (current major depression) and Z refers to all confounding variables combined. Standard error of the product of coefficients (ab) was calculated using the following equation – and 95% confidence interval (CI) calculated using equation – ab ± 1.96*(σab) Since all the estimated confidence intervals contained 0, we concluded that none of the hypothesized mediating variables had significant mediating effects.