Table 5.
Regression Models of Consistency and Accuracy.
Consistency (OLS; absolute deviation) |
Consistency (logit; relative deviation) |
Accuracy (OLS; absolute deviation) |
||||||
---|---|---|---|---|---|---|---|---|
1a |
2 |
3a |
1b |
3b |
4 |
5 |
6 |
|
Index of energy conservation behaviors | Annual car mileage as driver | Index of environmental values | Index of energy conservation behaviors | Index of environmental values | Index of energy conservation behaviors | Annual car mileage as driver | Index of environmental values | |
Occupationa | ||||||||
(Both) retired | 0.02 (0.13) | 0.01 (0.05) | 0.24 (1.21) | −0.37 (−0.36) | 0.08 (0.08) | 0.22 (1.75) | −0.13 (1.08) | 0.18 (1.36) |
(Both) other | −0.03 (−0.24) | 0.08 (0.55) | 0.07 (0.56) | 0.04 (0.05) | 0.10 (0.14) | −0.02 (0.23) | −0.04 (0.47) | 0.03 (0.38) |
Time spent together on week days | −0.01 (−0.04) | −0.02 (−0.10) | −0.05 (−0.36) | −0.02 (−0.27) | −0.06 (−0.87) | −0.04 (0.31) | 0.16 (1.28) | −0.03 (0.20) |
Time spent together during the weekend | −0.14 (−1.31) | −0.17 (−1.34) | 0.07 (0.59) | −0.09 (−1.41) | 0.04 (0.79) | 0.07 (0.66) | −0.10 (1.18) | 0.05 (0.62) |
Talking about energy saving | −0.01 (−0.05) | 0.01 (0.12) | 0.11 (0.88) | 0.06 (0.66) | 0.07 (0.77) | 0.02 (0.22) | 0.08 (1.19) | 0.03 (0.26) |
Age | −0.16 (−3.50)** | −0.18 (−5.42)** | −0.27 (−5.71)** | 0.00 (0.91) | −0.02 (−1.46) | 0.02 (0.23) | 0.07 (0.64) | 0.21 (1.98) |
Educationa | ||||||||
(Both) high school | −0.33 (−2.40)* | −0.04 (−0.44) | 0.06 (0.51) | −1.69 (−2.82)** | 0.18 (0.30) | 0.09 (1.06) | 0.04 (0.41) | −0.03 (0.35) |
Compulsory school | — | — | — | — | — | 0.08 (0.77) | −0.05 (0.62) | −0.04 (0.36) |
Malea | — | — | — | — | — | 0.04 (0.63) | 0.35 (4.86)** | −0.10 (1.67) |
Number of cars | — | 0.46 (4.53)** | — | — | — | — | 0.30 (3.08)** | — |
n | 80 | 75 | 80 | 80 | 80 | 164 | 149 | 164 |
F(df)/likelihood ratio χ2(df) | 48.68 (7, 72) | 26.61 (8, 66) | 51.85 (7, 72) | 14.65 (7) | 6.76 (7) | 1.03 (9, 83) | 5.09 (10, 81) | 1.76 (9, 83) |
Adjusted R2/McFadden’s R2 | .09 | .17 | .06 | .15 | .07 | .01 | .20 | .07 |
Note. OLS regression (absolute deviation, Models 1a, 2, 3a, 4, 5, and 6), logit regression (relative deviation; 1/0 refer to >10%/≤10% relative deviation between partners, Models 1b and 3b). The table shows standardized regression coefficients (beta values) for the OLS models and unstandardized regression coefficients for the logit models; t-values for OLS models and z values for logit models are given in parentheses. Education: High school refers to the Austrian school-leaving exam required for admission to university studies. Time spent together with the partner was measured in hours on a normal day. Talking about energy saving was measured on a Likert-type scale from 7 = daily to 1 = never. In annual car mileage as driver, seven outliers larger than 26,000 km were excluded from the analysis. Consistency models use household-level predictors; time spent together, talking about energy saving, and age refer to the sum of the answers of both partners. Accuracy models use individual-level predictors of the proxy-reporting person and standard errors clustered on households as the independent units of observation. OLS = ordinary least squares.
Dummy variables—Reference category for occupation: (both) employed; reference category for education: university level.
p < .05. **p < .01.