Figure 2.
A structural equation model links outcome expectation, engagement and mathematics achievement with observed indicators and standardised path coefficients.The structural equation model contains the latent variables OutcomeExpc and Engagement and the observed variable Mathachievementl. OutcomeExpc is measured by K N R O U T, G R O U T and J R O U T with loadings of 0.96, 0.66 and 0.79, respectively. The corresponding squared multiple correlations are 0.96, 0.44 and 0.62. Engagement is measured by E N A F, E N B E, E N C D and E N C M with loadings of 0.69, 0.87, 0.64 and 0.78, respectively. The corresponding squared multiple correlations are 0.48, 0.75, 0.41 and 0.61. Error terms e 1 through e 7 connect to their respective observed variables. Curved paths connect OutcomeExpc to Engagement with a coefficient of 0.18, Engagement to Mathachievementl with a coefficient of 0.50, and Mathachievementl to OutcomeExpc with a coefficient of 0.55.

The measurement model on the effect of outcome expectation on engagement and achievement

Note(s):N = 351; JROUT = job-related outcome expectation, GROUT = goal-related outcome expectation, KNROUT = knowledge-related outcome expectation, ENCM = cognitive memorization, ENCD = cognitive retention, ENBE = behavioral engagement, ENAF = affective engagement, Mathachievementl = mathematics achievement, Engagement_ = engagement, OutcomeExpc_ = outcome expectation

Source: Authors’ own work

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