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. Author manuscript; available in PMC: 2014 Dec 1.
Published in final edited form as: J Health Econ. 2013 Sep 7;32(6):10.1016/j.jhealeco.2013.08.005. doi: 10.1016/j.jhealeco.2013.08.005

Table 2.

Structural Endogenous Switching Regression Model

VARIABLES Probability of Border Crossing Home-state price paid Border-state price paid
Distance to border −0.044***
(0.012)
Distance2 0.007***
(0.002)
Price difference 0.095***
(0.017)
Price difference * distance −0.078***
(0.018)
Price difference * distance2 0.017***
(0.004)
Home-state tax 0.866***
(0.043)
Border-state tax 0.399***
(0.136)
Age 30–39 0.009* −0.146*** −0.134
(0.004) (0.020) (0.107)
Age 40–49 0.014*** −0.323*** −0.445***
(0.004) (0.018) (0.095)
Age 50–59 0.012** −0.409*** −0.633***
(0.005) (0.024) (0.113)
Age 60+ 0.027*** −0.497*** −0.741***
(0.008) (0.032) (0.134)
Female 0.001 −0.003 0.065
(0.003) (0.013) (0.060)
Black −0.005 0.272*** 0.516***
(0.008) (0.027) (0.077)
Hispanic −0.004 0.230*** 0.421**
(0.006) (0.027) (0.177)
Other races 0.004 0.057 0.105
(0.008) (0.038) (0.167)
Less than high school −0.005 −0.011 −0.036
(0.004) (0.014) (0.097)
Some college 0.005 0.034*** 0.097
(0.003) (0.012) (0.068)
College or higher 0.015** 0.192*** 0.281***
(0.006) (0.020) (0.082)
Family income 25k–40k 0.006* 0.063*** 0.081
(0.004) (0.017) (0.085)
Family income 40k–75k 0.012*** 0.116*** 0.137*
(0.004) (0.017) (0.081)
Family income 75k+ 0.020*** 0.228*** 0.392***
(0.005) (0.024) (0.084)
Household size −0.007*** −0.004 −0.067***
(0.001) (0.005) (0.024)
Married 0.003 −0.075*** −0.039
(0.003) (0.015) (0.080)
Unemployed −0.000 −0.043** 0.079
(0.005) (0.019) (0.120)
Retired 0.016** −0.117*** −0.040
(0.007) (0.028) (0.108)
Not in labor force 0.002 −0.113*** −0.138**
(0.004) (0.017) (0.069)
Marginal effect of distance(a) −0.052
Marginal effect of price difference(a) 0.044

Robust standard errors (clustered at MSA level) in parentheses

***

p<0.01,

**

p<0.05,

*

p<0.1

All models also include a constant term and a set of dummies for MSA size, region, and survey month. Sample size for all models is 29,377.

(a)

Marginal effect is calculated at the mean for the sample.