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. 2016 Jun 9;18(4):495–517. doi: 10.1007/s10198-016-0805-2

Table 4.

Spirits frequency and intensity demand equation estimates, males

All drinkers Binge drinkers
Frequency Intensity Frequency Intensity
Linear time trend −0.01 −0.02** −0.07*** −0.07***
(0.01) (0.01) (0.03) (0.02)
Alcohol duty change 08 −0.06** 0.01 −0.25*** −0.12
(0.02) (0.02) (0.09) (0.08)
INCOME1 (reference)
 INCOME2 −0.06 −0.00 0.29* 0.27**
(0.06) (0.05) (0.16) (0.13)
 INCOME3 −0.00 0.07 0.64** 0.47**
(0.12) (0.10) (0.25) (0.21)
 INCOME4 0.06 0.12 1.08*** 0.77**
(0.17) (0.15) (0.39) (0.32)
 INCOME5 0.12 0.12 1.45*** 0.96**
(0.22) (0.19) (0.49) (0.40)
 INCOME6 0.18 0.09 1.55*** 0.92**
(0.24) (0.20) (0.50) (0.41)
COMPULSORY SCHOOL (reference)
 COLLEGE −0.00 −0.28*** 0.05 −0.33***
(0.03) (0.03) (0.06) (0.05)
 UNIVERSITY 0.26*** −0.43*** −1.53** −1.75***
(0.04) (0.03) (0.64) (0.53)
 LNAGE 0.18*** 0.01 −0.41 −0.42**
(0.02) (0.02) (0.25) (0.21)
EMP (reference)
 INACTIVE 0.10** 0.13*** 0.11 0.11
(0.04) (0.03) (0.12) (0.10)
 UNEMP 0.11** −0.04 −0.04 −0.22**
(0.06) (0.05) (0.12) (0.10)
 STUDENT −0.05* −0.12*** −0.26*** −0.31***
(0.02) (0.02) (0.09) (0.07)
 COHABIT −0.05 −0.07 −0.65*** −0.44**
(0.09) (0.08) (0.21) (0.17)
 IMR −0.05 0.38 3.14*** 2.57***
(0.50) (0.43) (1.09) −0.89
 CONSTANT 0.07 2.76*** 2.93*** 5.12***
(0.35) (0.30) (1.06) (0.87)
Participation observations 59,251 59,251 59,251 59,251
Freq/intens observations 31,243 31,243 16,641 16,641
Proportion drink/binge 53 % 53 % 28 % 28 %

Results are conditional on spirit drinking participation. Reference categories are income <10,000 sek, compulsory schooling, employed, and living alone. Alcohol duty change is a dummy set to one after January 1, 2008, when there was a change in beer and wine excise duties. Month dummies to capture resampling effects and seasonality and regional dummies are included in all models (reference categories: Stockholm and January). Testing the null of no effect: *** p < 0.01; ** p < 0.05; * p < 0.1