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. 2021 Oct 21;16(1):67–83. doi: 10.1007/s42495-021-00069-y

Table 2.

Determinants of residential energy consumption (N = 295,220)

Total energy consumption Electricity consumption
Variable Coefficient St. error Change Coefficient St. error Change
β π β π
 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