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Table 3 Instrumental variable estimation results

From: Associations between digital literacy, health literacy, and digital health behaviors among rural residents: evidence from Zhejiang, China

Variable

IVProbit

IVPoisson

First-Stage regressions

Instrumental variables regressions

/

Digital Literacy

Health Literacy

Participation

Diversity

(1)

(2)

(3)

(4)

Instrumental Variable 1

0.988***(0.033)

  

0.988***(0.034)

Instrumental Variable 2

 

0.951***(0.016)

 

0.951***(0.020)

Digital Literacy

  

1.984***(0.183)

2.298***(0.330)

Health Literacy

  

0.004(0.037)

0.061***(0.023)

Control Variables

Control

Control

Control

Control

Regional Dummy Variable

Control

Control

Control

Control

Exogeneity Wald Test

43.23***

/

Wald

394.02***

43.23***

1398.55***

First-Stage F-value

436.478***

1196.4***

  

Weak Instrument Variable Test

Cragg-Donald Wald F = 441.02

Stock-Yogo weak ID test critical values(10%) = 7.03

 

AR = 130.14*** & Wald = 117.85***

(Derived using the “weakiv” command)

 

Sample Size

968

968

968

968

  1. *, **, *** denote significance at the 10%, 5%, and 1% levels, respectively; values in parentheses represent robust standard errors