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. Author manuscript; available in PMC: 2016 Nov 25.
Published in final edited form as: Int J Health Econ Manag. 2015 Mar 22;15(2):241–268. doi: 10.1007/s10754-015-9169-x

Table 7.

Factors Affecting the Decision to Drink and Drive

VARIABLES Traditional
Non-Traditional
Both
Means (1) (2) (3) (4) (5) (6)
A. Traditional Framework
  Marginal Utility of a Drink
    Drinking benefit index 24.574 1.039**
(1.026 – 1.052)
1.031**
(1.018 – 1.044)
1.023**
(1.009 – 1.036)
1.016*
(1.002 – 1.030)
    Importance of drinking for social life 0.241 2.176**
(1.633 – 2.898)
2.223**
(1.654 – 2.989)
1.559**
(1.148 – 2.118)
1.584**
(1.153 – 2.178)
  Drinking and Driving Cost
    Percent chance a person is pulled
over after having too much to drink
9.856 0.989*
(0.979 – 1.000)
0.990
(0.979 – 1.001)
0.991
(0.980 – 1.002)
0.992
(0.981 – 1.003)
    Jailtime served for DWI in days 50.367 0.998*
(0.997 – 1.000)
0.999*
(0.997 – 1.000)
0.998*
(0.997 – 1.000)
0.998*
(0.997 – 1.000)
    Arrest for drunk driving would almost ruin life 0.176 0.723
(0.511 – 1.022)
0.801
(0.559 – 1.148)
0.687*
(0.482 – 0.979)
0.778
(0.538 – 1.125)
    Willingness-to-pay ($/month) 36.883 0.995*
(0.991 – 0.999)
0.996
(0.992 – 1.000)
0.996*
(0.992 – 1.000)
0.997
(0.993 – 1.001)
    Altruism index 23.009 0.924**
(0.881 – 0.969)
0.934**
(0.889 – 0.981)
0.949*
(0.903 – 0.996)
0.956
(0.909 – 1.006)
  Risk Preference
    Medium risk tolerant 0.594 1.231
(0.930 – 1.629)
1.227
(0.913 – 1.649)
1.295
(0.967 – 1.736)
1.288
(0.951 – 1.744)
    Most risk tolerant 0.044 1.347
(0.736 – 2.466)
1.150
(0.609 – 2.171)
1.384
(0.747 – 2.564)
1.125
(0.585 – 2.162)
  Time Preference
    Financial planning horizon 4.265 0.990
(0.956 – 1.026)
1.003
(0.966 – 1.041)
1.002
(0.966 – 1.040)
1.011
(0.972 – 1.051)
    Short-term orientation: financial 1.788 1.068
(0.974 – 1.171)
1.086
(0.987 – 1.196)
1.032
(0.939 – 1.135)
1.057
(0.957 – 1.166)
    Short-term orientation: health 32.665 1.000
(0.997 – 1.003)
1.000
(0.997 – 1.003)
1.000
(0.997 – 1.003)
1.000
(0.997 – 1.004)
    Binary: less than 20 days health 0.104 0.599*
(0.386 – 0.928)
0.570*
(0.363 – 0.895)
0.624*
(0.400 – 0.973)
0.584*
(0.369 – 0.924)
B. Non-Traditional Framework
  Knowledge of DWI Laws
    Ignorance of DWI law 1.025 0.860*
(0.760 – 0.974)
0.904
(0.794 – 1.029)
0.838*
(0.729 – 0.962)
0.886
(0.767 – 1.023)
  Low Cognitive Ability
    Self-evaluated memory 3.610 0.918
(0.801 – 1.053)
0.846*
(0.732 – 0.977)
0.911
(0.791 – 1.050)
0.865
(0.746 – 1.004)
    Numeracy 2.465 1.095
(0.914 – 1.313)
1.056
(0.869 – 1.282)
0.994
(0.817 – 1.209)
1.001
(0.815 – 1.229)
    Mental status 12.015 1.026
(0.923 – 1.140)
1.029
(0.919 – 1.152)
1.018
(0.909 – 1.141)
1.037
(0.920 – 1.170)
  Addiction
    CAGE 1.184 1.149*
(1.032 – 1.280)
1.103
(0.987 – 1.234)
1.124*
(1.005 – 1.257)
1.081
(0.963 – 1.213)
    Hard drug user 0.135 1.897**
(1.360 – 2.646)
1.718**
(1.212 – 2.435)
1.602**
(1.124 – 2.283)
1.578*
(1.092 – 2.281)
  Lack of Self-Control
    Difficulty of limiting drinking 1.513 2.100**
(1.749 – 2.522)
1.933**
(1.599 – 2.337)
1.671**
(1.361 – 2.051)
1.671**
(1.351 – 2.067)
  Role of Emotions
    Impulsivity index 26.247 1.021*
(1.000 – 1.042)
1.028*
(1.006 – 1.051)
1.017
(0.995 – 1.039)
1.024*
(1.000 – 1.047)
C. Demographic, Health, and Income
    Edu. attainment (yrs.) 15.634 0.889**
(0.827 – 0.956)
0.922*
(0.858 – 0.992)
0.904**
(0.838 – 0.975)
    Married 0.467 0.615**
(0.447 – 0.847)
0.717*
(0.523 – 0.984)
0.698*
(0.504 – 0.968)
    Female 0.548 0.452**
(0.345 – 0.592)
0.426**
(0.327 – 0.553)
0.465**
(0.352 – 0.615)
    Black 0.111 0.934
(0.596 – 1.464)
0.757
(0.485 – 1.181)
1.005
(0.623 – 1.621)
    Other race 0.038 0.379*
(0.164 – 0.876)
0.438*
(0.197 – 0.974)
0.422*
(0.181 – 0.987)
    Age 43.483 0.99
(0.978 – 1.002)
0.983**
(0.972 – 0.995)
0.991
(0.979 – 1.004)
    # of children<18 0.665 1.166
(0.938 – 1.450)
1.22
(0.989 – 1.505)
1.171
(0.939 – 1.459)
    Fair or poor health 0.069 0.942
(0.824 – 1.078)
0.914
(0.801 – 1.043)
0.925
(0.806 – 1.061)
    Household income, in $10,000 0.786 0.810
(0.483 – 1.360)
0.502*
(0.292 – 0.862)
0.517*
(0.294 – 0.907)
    Observations 1168 1,137 1,114 1,157 1,134 1,127 1,106
    Pseudo R-squared 0.0691 0.0947 0.0617 0.0923 0.0936 0.116
**

Significant at the 1 percent level

*

Significant at the 5 percent level (95% confidence interval)