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Table 4 Logit-Poisson hurdle models predicting the number of health care organizations by type in 2008

From: The influence of incarceration and Re-entry on the availability of health care organizations in Arkansas

 

Health care organizations

Doctor’s offices

Mental health care organization

 

Logit

Poisson

Logit

Poisson

Logit

Poisson

Hospitals in 2008

  

2.898**

0.292**

0.959+

0.155**

   

(1.096)

(0.044)

(0.548)

(0.048)

Coercive mobility

0.776**

0.325+

0.713**

0.415**

0.679**

0.596**

 

(0.134)

(0.191)

(0.131)

(0.158)

(0.160)

(0.189)

Concentrated disadvantage

0.197

-0.035

0.200

0.000

0.064

-0.195*

 

(0.147)

(0.094)

(0.140)

(0.082)

(0.140)

(0.078)

Percent without a high school diploma

-0.360**

-0.538**

-0.379**

-0.417**

-0.332+

-0.439**

 

(0.118)

(0.135)

(0.119)

(0.152)

(0.170)

(0.126)

Percent unemployed

-0.161

0.011

-0.107

-0.144

-0.231

0.139+

 

(0.128)

(0.147)

(0.123)

(0.088)

(0.145)

(0.080)

Percent rural

-2.142**

-0.886**

-1.866**

-0.861**

-1.833**

-0.551**

 

(0.294)

(0.091)

(0.277)

(0.082)

(0.193)

(0.101)

Percent of population over 65

0.385**

-0.009

0.361**

-0.013

0.043

-0.003

 

(0.132)

(0.069)

(0.130)

(0.072)

(0.229)

(0.093)

Population density

-0.823**

0.000

-0.779**

0.037

-0.075

-0.045

 

(0.157)

(0.059)

(0.149)

(0.041)

(0.134)

(0.048)

Spatial lag of all HCOs

0.039**

-0.005**

    
 

(0.009)

(0.002)

    

Spatial lag of doctor’s offices

  

0.045**

-0.007**

  
   

(0.010)

(0.002)

  

Spatial lag of mental health care organizations

    

-0.139**

-0.078**

     

(0.048)

(0.024)

Constant

-0.583**

1.623**

-0.821**

1.336**

-1.301**

0.299

 

(0.177)

(0.113)

(0.180)

(0.132)

(0.163)

(0.189)

Observations

518

518

518

518

518

518

  1. Robust standard errors in parentheses; **p<0.01, *p<0.05, +p<0.10