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An IERI – International Educational Research Institute Journal

Table 2 Overview of the internal consistency of the scale and the highest level of measurement invariance per country and grouping variable

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

Country

α

Gender

Age groups

Level of education

Migration background

Australia

.837

Strong

Strong

Partial strong

Strong

Austria

.811

Strong

Partial strong

Strong

Strong

Canada

.812

Strong

Strong

Strong

Strong

Czech Republic

.755

Partial strong

Weak

Weak

n/a

Denmark

.785

Strong

Partial strong

Partial strong

Partial strong

Estonia

.825

Strong

Strong

Strong

n/a

Finland

.745

Strong

n/a

Weak

n/a

France

.780

Strong

Strong

Strong

Strong

Germany

.790

Strong

Partial strong

Strong

Strong

Ireland

.820

Strong

Strong

Partial strong

Strong

Italy

.836

Strong

Strong

Strong

Strong

Japan

.804

Strong

Strong

Strong

n/a

Korea

.844

Strong

Partial strong

Partial strong

n/a

The Netherlands

.824

Strong

Strong

Partial Strong

Strong

Norway

.761

Strong

n/a

Partial Strong

Weak

Poland

.840

Strong

Strong

Strong

n/a

Slovak Republic

.886

Strong

Strong

n/a

Strong

Spain

.773

Strong

Strong

Strong

Strong

Sweden

.784

Strong

Partial strong

Strong

Weak

United Kingdom

.837

Strong

Partial strong

Partial strong

Strong

United States

.822

Strong

Strong

Strong

Strong

  1. n/a not available because case numbers in at least one response category for at least one group were too small to fit the model