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. 2021 Apr 13;30(8):2171–2185. doi: 10.1007/s11136-021-02813-5

Table 3.

Model fit and % explained variance by (a) individual blocks of factors and (b) incremental block effects when blocks entered sequentially

Block effect Incremental block effects
Explained variance (%) Total explained variance (%) Increase in explained variance (%)
Year of survey 0.4 0.4
Demographic factors 3.8 4.2 3.8
Socioeconomic factors 9.8 12.0 7.8
Relational factors 6.3 16.4 4.4
Lifestyle factors 2.2 16.5 0.1
Health factors 20.4 26.5 10.0
Perceived health* 16.3 29.4 2.9

Each model contained all variables within each block

All models are significant (F statistic p < 0.001). The % variance is computed as, adjusted R2*100 (%)

*The final model with the seven blocks factors contains all studied variables