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. 2019 Jun 5;36(1):97–118. doi: 10.1007/s10899-019-09865-w

Table 2.

Ethnic diversity and gambling (IV results)

Variables (1) (2) (3) (4)
PGSI Risk status PGSI Risk status
Ethnic diversity 1.246*** 0.415*** 0.790** 0.292**
(0.442) (0.140) (0.352) (0.116)
[0.190] [0.204] [0.121] [0.144]
Controls? Yes Yes Yes Yes
State fixed effect Yes Yes Yes Yes
Observations 14,061 14,061 14,061 14,061
First stage
Instrument 0.318*** 0.339***
(0.020) (0.021)
F-statistics 248.23 19.92
F p value 0.0000 0.0000
J statistic 15.958/16.080
J p value 0.3848/0.3767

Columns 1 and 2 report 2SLS results using lagged diversity as instrument

Columns 3 and 4 report Lewbel 2SLS results using external and internal instruments

Robust standard errors in parentheses. Standardised coefficients in brackets

***p < 0.01; **p < 0.05; *p < 0.1