Table A3 Regression results Dependent...

Table A3

Regression results

	Dependent variable
	log(Non-housing consumption)
	EPC	Age groups	EPC + Age groups	EPC + Tenure
	(1)	(2)	(3)	(4)
(Year)2011	−0.003	−0.005	−0.004	−0.002
(Year)2011	(0.010)	(0.010)	(0.010)	(0.010)
(Year)2012	0.002	−0.006	0.002	−0.005
(Year)2012	(0.010)	(0.010)	(0.010)	(0.010)
(Year)2013	0.001	−0.009	0.001	−0.002
(Year)2013	(0.011)	(0.011)	(0.011)	(0.010)
(Year)2014	0.008	−0.004	0.006	−0.0004
(Year)2014	(0.011)	(0.011)	(0.011)	(0.010)
(Year)2015	0.009	−0.006	0.005	0.001
(Year)2015	(0.011)	(0.011)	(0.011)	(0.011)
(Year)2016	0.032***	0.017	0.027**	0.020*
(Year)2016	(0.011)	(0.011)	(0.011)	(0.011)
(Year)2017	0.006	−0.011	−0.0002	−0.008
(Year)2017	(0.011)	(0.011)	(0.011)	(0.010)
(Year)2018	0.033***	0.010	0.026**	0.014
(Year)2018	(0.011)	(0.011)	(0.011)	(0.010)
(Year)2019	0.015	−0.011	0.008	−0.004
(Year)2019	(0.011)	(0.011)	(0.011)	(0.010)
Age	−1.170***	−0.464	−0.433	−1.273***
Age	(0.248)	(0.289)	(0.288)	(0.242)
I(Age $ˆ 2$ ⁠)	0.343***	0.195***	0.184***	0.347***
I(Age $ˆ 2$ ⁠)	(0.057)	(0.065)	(0.065)	(0.055)
I(Age $ˆ 3$ ⁠)	−0.044***	−0.030***	−0.029***	−0.043***
I(Age $ˆ 3$ ⁠)	(0.006)	(0.007)	(0.007)	(0.006)
I(Age $ˆ 4$ ⁠)	0.003***	0.002***	0.002***	0.002***
I(Age $ˆ 4$ ⁠)	(0.0003)	(0.0004)	(0.0004)	(0.0003)
I(Age $ˆ 5$ ⁠)	−0.0001***	−0.00005***	−0.00005***	−0.0001***
I(Age $ˆ 5$ ⁠)	(0.00001)	(0.00001)	(0.00001)	(0.00001)
N_Children_U_2	−0.005	−0.00004	−0.004	0.004
N_Children_U_2	(0.010)	(0.010)	(0.010)	(0.010)
N_Children_2_t_5	0.020***	0.026***	0.023***	0.031***
N_Children_2_t_5	(0.008)	(0.008)	(0.008)	(0.008)
N_Children_5_t_18	−0.063***	−0.061***	−0.061***	−0.045***
N_Children_5_t_18	(0.004)	(0.004)	(0.004)	(0.004)
N_Adults	0.220***	0.230***	0.224***	0.209***
N_Adults	(0.005)	(0.005)	(0.005)	(0.004)
Dummy_More_2_A1	−0.086***	−0.098***	−0.094***	−0.065***
Dummy_More_2_A1	(0.010)	(0.010)	(0.010)	(0.010)
Alevel	0.089***	0.091***	0.088***	0.071***
Alevel	(0.006)	(0.006)	(0.006)	(0.006)
Degree	0.136***	0.136***	0.134***	0.104***
Degree	(0.005)	(0.005)	(0.005)	(0.005)
EPC_Bin1	−0.180***		−0.180***	−0.049***
EPC_Bin1	(0.010)		(0.010)	(0.010)
log(Average_Price)		0.002	0.028**	0.026
log(Average_Price)		(0.013)	(0.013)	(0.016)
Age_G2		0.556***	0.695***
Age_G2		(0.207)	(0.206)
Age_G3		−1.011***	−0.722***
Age_G3		(0.210)	(0.210)
log(Average_Price):Age_G2		−0.043**	−0.054***
log(Average_Price):Age_G2		(0.017)	(0.017)
log(Average_Price):Age_G3		0.078***	0.055***
log(Average_Price):Age_G3		(0.017)	(0.017)
Tenure2				0.263
Tenure2				(0.269)
Tenure3				0.702***
Tenure3				(0.241)
Tenure4				−0.132
Tenure4				(0.238)
log(Average_Price):Tenure2				−0.010
log(Average_Price):Tenure2				(0.022)
log(Average_Price):Tenure3				−0.036*
log(Average_Price):Tenure3				(0.020)
log(Average_Price):Tenure4				0.039**
log(Average_Price):Tenure4				(0.020)
Constant	6.544***	5.270***	4.967***	6.417***
Constant	(0.410)	(0.503)	(0.502)	(0.444)
57404.64	57644.77	57297.41	55336.3
Observations	41,646	41,646	41,646	41,646
R²	0.178	0.174	0.181	0.218
Adjusted R²	0.178	0.173	0.180	0.218
Residual Std. Error	0.482 (df = 41,623)	0.483 (df = 41,619)	0.481 (df = 41,618)	0.470 (df = 41,616)
F-statistic	410.240*** (df = 22; 41,623)	336.266*** (df = 26; 41,619)	339.517*** (df = 27; 41,618)	400.696*** (df = 29; 41,616)

	Dependent variable
	log(Non-housing consumption)
	EPC	Age groups	EPC + Age groups	EPC + Tenure
	(1)	(2)	(3)	(4)
(Year)2011	−0.003	−0.005	−0.004	−0.002
(Year)2011	(0.010)	(0.010)	(0.010)	(0.010)
(Year)2012	0.002	−0.006	0.002	−0.005
(Year)2012	(0.010)	(0.010)	(0.010)	(0.010)
(Year)2013	0.001	−0.009	0.001	−0.002
(Year)2013	(0.011)	(0.011)	(0.011)	(0.010)
(Year)2014	0.008	−0.004	0.006	−0.0004
(Year)2014	(0.011)	(0.011)	(0.011)	(0.010)
(Year)2015	0.009	−0.006	0.005	0.001
(Year)2015	(0.011)	(0.011)	(0.011)	(0.011)
(Year)2016	0.032***	0.017	0.027**	0.020*
(Year)2016	(0.011)	(0.011)	(0.011)	(0.011)
(Year)2017	0.006	−0.011	−0.0002	−0.008
(Year)2017	(0.011)	(0.011)	(0.011)	(0.010)
(Year)2018	0.033***	0.010	0.026**	0.014
(Year)2018	(0.011)	(0.011)	(0.011)	(0.010)
(Year)2019	0.015	−0.011	0.008	−0.004
(Year)2019	(0.011)	(0.011)	(0.011)	(0.010)
Age	−1.170***	−0.464	−0.433	−1.273***
Age	(0.248)	(0.289)	(0.288)	(0.242)
I(Age $ˆ 2$ )	0.343***	0.195***	0.184***	0.347***
I(Age $ˆ 2$ )	(0.057)	(0.065)	(0.065)	(0.055)
I(Age $ˆ 3$ )	−0.044***	−0.030***	−0.029***	−0.043***
I(Age $ˆ 3$ )	(0.006)	(0.007)	(0.007)	(0.006)
I(Age $ˆ 4$ )	0.003***	0.002***	0.002***	0.002***
I(Age $ˆ 4$ )	(0.0003)	(0.0004)	(0.0004)	(0.0003)
I(Age $ˆ 5$ )	−0.0001***	−0.00005***	−0.00005***	−0.0001***
I(Age $ˆ 5$ )	(0.00001)	(0.00001)	(0.00001)	(0.00001)
N_Children_U_2	−0.005	−0.00004	−0.004	0.004
N_Children_U_2	(0.010)	(0.010)	(0.010)	(0.010)
N_Children_2_t_5	0.020***	0.026***	0.023***	0.031***
N_Children_2_t_5	(0.008)	(0.008)	(0.008)	(0.008)
N_Children_5_t_18	−0.063***	−0.061***	−0.061***	−0.045***
N_Children_5_t_18	(0.004)	(0.004)	(0.004)	(0.004)
N_Adults	0.220***	0.230***	0.224***	0.209***
N_Adults	(0.005)	(0.005)	(0.005)	(0.004)
Dummy_More_2_A1	−0.086***	−0.098***	−0.094***	−0.065***
Dummy_More_2_A1	(0.010)	(0.010)	(0.010)	(0.010)
Alevel	0.089***	0.091***	0.088***	0.071***
Alevel	(0.006)	(0.006)	(0.006)	(0.006)
Degree	0.136***	0.136***	0.134***	0.104***
Degree	(0.005)	(0.005)	(0.005)	(0.005)
EPC_Bin1	−0.180***		−0.180***	−0.049***
EPC_Bin1	(0.010)		(0.010)	(0.010)
log(Average_Price)		0.002	0.028**	0.026
log(Average_Price)		(0.013)	(0.013)	(0.016)
Age_G2		0.556***	0.695***
Age_G2		(0.207)	(0.206)
Age_G3		−1.011***	−0.722***
Age_G3		(0.210)	(0.210)
log(Average_Price):Age_G2		−0.043**	−0.054***
log(Average_Price):Age_G2		(0.017)	(0.017)
log(Average_Price):Age_G3		0.078***	0.055***
log(Average_Price):Age_G3		(0.017)	(0.017)
Tenure2				0.263
Tenure2				(0.269)
Tenure3				0.702***
Tenure3				(0.241)
Tenure4				−0.132
Tenure4				(0.238)
log(Average_Price):Tenure2				−0.010
log(Average_Price):Tenure2				(0.022)
log(Average_Price):Tenure3				−0.036*
log(Average_Price):Tenure3				(0.020)
log(Average_Price):Tenure4				0.039**
log(Average_Price):Tenure4				(0.020)
Constant	6.544***	5.270***	4.967***	6.417***
Constant	(0.410)	(0.503)	(0.502)	(0.444)
57404.64	57644.77	57297.41	55336.3
Observations	41,646	41,646	41,646	41,646
R²	0.178	0.174	0.181	0.218
Adjusted R²	0.178	0.173	0.180	0.218
Residual Std. Error	0.482 (df = 41,623)	0.483 (df = 41,619)	0.481 (df = 41,618)	0.470 (df = 41,616)
F-statistic	410.240*** (df = 22; 41,623)	336.266*** (df = 26; 41,619)	339.517*** (df = 27; 41,618)	400.696*** (df = 29; 41,616)

Note(s): *p $<$ 0.1; **p $<$ 0.05; ***p $<$ 0.01

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