Table 3 Independent variables included in multilevel regressions, their definition and data sources
From: Exploring the variances of climate change opinions in Germany at a fine-grained local scale
Variable | Description | Min | Max | Mean | SD |
---|---|---|---|---|---|
Household level (n = 7361 in final sample) | |||||
Gender | Gender is a dummy variable taking the value 1 if the surveyed head of household is male and 0 if they are female. | 0 | 1 | 0.65 | 0.47 |
Political Affiliation | A dummy variable taking the value 1 if the household prefers to vote for the German green party (Bündnis 90/die Grünen or Alliance 90/The Greens) and 0 otherwise. | 0 | 1 | 0.07 | 0.25 |
Environmental Concern | A dummy variable equaling 1 if surveyed head of household is a member in any nongovernmental environmental organization and 0 otherwise | 0 | 1 | 0.13 | 0.34 |
Education | A dummy variable taking the value 1 if the head of household at least attained the general qualification for university entrance (highest German school degree) and 0 otherwise. | 0 | 1 | 0.30 | 0.46 |
Age | Individual’s age in years. We also included its squared form in the regression analysis to consider the detected inverted U-shaped relationship between age and a household’s CCOs. | 19 | 88 | 53.68 | 13.78 |
Income | A categorical variable ranging from 1 (less than 500 Euro per month) to 12 (more than 5500 Euro per month) | 1 | 12 | 6.26 | 2.71 |
Regional level (N = 96) | |||||
Urban | The share of people living in an urban municipality within a planning region | 9.95 | 100 | 49.89 | 22.61 |
Prospering | The share of people living in a prospering municipality within a planning region | 0 | 100 | 64.27 | 28.82 |
Green | The share of votes for the German green party (Alliance 90/The Greens) during the general election in 1994 | 2.60 | 12.70 | 6.56 | 2.33 |
East | A dummy variables taking the value 1 if the household resides in a region in East Germany or 0 if the household resides in a region in West Germany at the time of the survey. Berlin was coded as 1. | 0 | 1 | 0.20 | 0.40 |