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An IERI – International Educational Research Institute Journal

Table 7 Overview of freed parameters for testing partial measurement invariance (item: thresholds that have been freed)

From: Same but different? Measurement invariance of the PIAAC motivation-to-learn scale across key socio-demographic groups

Country

Gender

Age groups

Level of education

Migration background

Australia

  

I_Q04d: 3/4

 

Austria

 

I_Q04d: 3/4

  

Czech Republic

I_Q04j: 1/2

   

Denmark

 

I_Q04d: 3/4

I_Q04d: 3/4

I_Q04j: 2/3

I_Q04d: 4

Germany

 

I_Q04d: 3/4

  

Ireland

  

I_Q04j: 3/4

 

I_Q04d: 3/4

Korea

 

I_Q04d: 1

I_Q04j: 2*

 

I_Q04m: 1/2

I_Q04j: 3/4

I_Q04d: 3/4

The Netherlands

  

I_Q04j: 3/4

 

I_Q04d: 3/4

Norway

  

I_Q04j: 3/4

 

I_Q04d: 3/4

Sweden

 

I_Q04d: 3/4

  

United Kingdom

 

I_Q04d: 3/4

I_Q04j: 3/4

 

I_Q04d: 3/4

  1. Item I_Q04d, “I like learning new things.”; Item I_Q04j, “I like to get to the bottom of difficult things.”; Item I_Q04l, “I like to figure out how different ideas fit together.”; Item I_Q04m, “If I don’t understand something, I look for additional information to make it clearer.”; for Korea, the threshold of item I_Q04j has been freed only for the low educational level, which had also free factor loadings for item I_Q04l and I_Q04m