Table 2.
Determinants of residential energy consumption (N = 295,220)
| Total energy consumption | Electricity consumption | |||||
|---|---|---|---|---|---|---|
| Variable | Coefficient | St. error | Change | Coefficient | St. error | Change |
| Control variables | ||||||
| Income | 0.111*** | 0.002 | 0.135*** | 0.002 | ||
| Temperature | − 0.361*** | 0.051 | − 0.158*** | 0.030 | ||
| Pure aging effects (base = late 30s) | ||||||
| Early 20s | − 0.122*** | 0.017 | − 11.5% | − 0.116*** | 0.013 | − 10.9% |
| Late 20s | 0.015** | 0.007 | 1.6% | − 0.025*** | 0.006 | − 2.4% |
| Early 30s | 0.020*** | 0.005 | 2.1% | − 0.008** | 0.004 | − 0.8% |
| Early 40s | 0.048*** | 0.004 | 4.9% | 0.062*** | 0.003 | 6.4% |
| Late 40s | 0.143*** | 0.004 | 15.4% | 0.156*** | 0.004 | 16.9% |
| Early 50s | 0.215*** | 0.005 | 24.0% | 0.233*** | 0.004 | 26.2% |
| Late 50s | 0.255*** | 0.006 | 29.0% | 0.273*** | 0.005 | 31.3% |
| Early 60s | 0.298*** | 0.007 | 34.7% | 0.321*** | 0.005 | 37.8% |
| Late 60s | 0.299*** | 0.008 | 34.8% | 0.312*** | 0.006 | 36.6% |
| Early 70s | 0.301*** | 0.009 | 35.1% | 0.306*** | 0.007 | 35.8% |
| Late 70s | 0.319*** | 0.010 | 37.6% | 0.311*** | 0.008 | 36.4% |
| Early 80s | 0.336*** | 0.014 | 39.9% | 0.321*** | 0.011 | 37.8% |
| Cohort effects (base = Cohort 9, late 30s in 1989) | ||||||
| Cohort 1 | − 0.057 | 0.049 | − 5.6% | − 0.017 | 0.047 | − 1.7% |
| Cohort 2 | − 0.198*** | 0.019 | − 17.9% | − 0.104*** | 0.016 | − 9.9% |
| Cohort 3 | − 0.208*** | 0.013 | − 18.8% | − 0.084*** | 0.011 | − 8.0% |
| Cohort 4 | − 0.183*** | 0.009 | − 16.7% | − 0.044*** | 0.008 | − 4.3% |
| Cohort 5 | − 0.105*** | 0.008 | − 10.0% | − 0.003 | 0.006 | − 0.3% |
| Cohort 6 | − 0.047*** | 0.006 | − 4.5% | 0.013*** | 0.005 | 1.4% |
| Cohort 7 | − 0.014*** | 0.005 | − 1.4% | 0.010** | 0.004 | 1.0% |
| Cohort 8 | − 0.004 | 0.004 | − 0.4% | − 0.001 | 0.003 | − 0.1% |
| Cohort 10 | − 0.003 | 0.003 | − 0.3% | 0.004 | 0.003 | 0.4% |
| Cohort 11 | 0.009** | 0.004 | 0.9% | 0.014*** | 0.003 | 1.4% |
| Cohort 12 | − 0.001 | 0.004 | − 0.1% | 0.008** | 0.003 | 0.8% |
| Household type (base = couple and children) | ||||||
| Couple only | 0.340*** | 0.003 | 40.6% | 0.374*** | 0.002 | 45.3% |
| Single parent | 0.249*** | 0.005 | 28.3% | 0.254*** | 0.004 | 29.0% |
| Couple and parents | 0.106*** | 0.006 | 11.2% | 0.190*** | 0.004 | 20.9% |
| Three generation | − 0.158*** | 0.004 | − 14.6% | − 0.052*** | 0.003 | − 5.0% |
| Other | − 0.022*** | 0.005 | − 2.2% | 0.065*** | 0.004 | 6.7% |
| Single elderly | 0.604*** | 0.012 | 82.9% | 0.665*** | 0.008 | 94.4% |
| Single | 0.401*** | 0.011 | 49.4% | 0.535*** | 0.008 | 70.8% |
| Survey year (base = 1989) | ||||||
| 1994 | 0.135*** | 0.005 | 14.5% | 0.305*** | 0.004 | 35.6% |
| 1999 | 0.199*** | 0.006 | 22.1% | 0.360*** | 0.004 | 43.4% |
| 2004 | 0.196*** | 0.006 | 21.6% | 0.424*** | 0.004 | 52.8% |
| 2009 | 0.122*** | 0.006 | 13.0% | 0.366*** | 0.005 | 44.2% |
| 2014 | 0.108*** | 0.007 | 11.4% | 0.414*** | 0.005 | 51.3% |
| R2 | 0.409 | 0.745 | ||||
Prefecture dummies are included, and robust standard errors are used in the estimation.
*** and ** indicate statistically significant at 1% and 5%, respectively