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Table 3 Main estimations - Summary table

From: Co-payments and equity in care: enhancing hospitalisation policy for Palestine refugees in Lebanon

 

Mult. Logit - Margins

Neg. Bin. - IRR

OLS

 

PRCS

LoS

Bill value

UNRWA contr.

Patient contr.

 

(1)

(2)

(3)

(4)

(5)

Policy

0.035***

0.995

-0.030

-0.060**

-0.038

 

(0.009)

(0.026)

(0.019)

(0.024)

(0.205)

Age

0.002***

0.987***

-0.009***

-0.009***

-0.009***

 

(0.000)

(0.003)

(0.002)

(0.002)

(0.002)

Age2

-0.000***

1.000***

0.000***

0.000***

0.000***

 

(0.000)

(0.000)

(0.000)

(0.000)

(0.000)

Woman

0.007

0.967**

-0.035***

-0.032***

-0.071***

 

(0.006)

(0.013)

(0.011)

(0.011)

(0.025)

Ramadan

-0.013

0.981

-0.022

-0.028*

0.010

 

(0.010)

(0.022)

(0.018)

(0.015)

(0.066)

Distance

0.031***

1.014*

0.009

0.010

0.061*

 

(0.001)

(0.009)

(0.013)

(0.011)

(0.031)

Visit

-0.001

1.028***

0.024***

0.023***

0.048***

 

(0.002)

(0.009)

(0.006)

(0.005)

(0.010)

Surgery

0.029***

0.714***

0.461***

0.452***

0.701***

 

(0.007)

(0.062)

(0.080)

(0.080)

(0.106)

CLA

0.402***

    
 

(0.015)

    

Region FE

 

Yes

Yes

Yes

Yes

Constant

 

1.947***

12.320***

4.976***

2.647***

  

(0.256)

(0.187)

(0.166)

(0.207)

Observations

 

33,469

33,402

33,401

13,134

R-squared

  

0.128

0.133

0.233

  1. 1*** p<0.01, ** p<0.05, * p<0.1. Standard errors clustered by hospital in parentheses