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Table 4 Standardized direct, indirect and total effects among the variables

From: The mediating effects of needs satisfaction on the relationship between teacher support and student engagement with generative artificial intelligence (GenAI) chatbots from a self-determination theory (SDT) perspective

Predictor

Mediating/criterion variable

Direct effect

Indirect effect

Total effect

Teacher support

Needs satisfaction

0.70 (p <.001)

-

0.70

 

Behavioral engagement

0.27 (p =.042)

0.29

0.56

 

Emotional engagement

0.09 (p =.462)

0.46

0.55

 

Cognitive engagement

0.31 (p =.012)

0.21

0.52

 

Agentic engagement

0.31 (p =.016)

0.26

0.57

Needs satisfaction

Behavioral engagement

0.41 (p =.002)

-

0.41

 

Emotional engagement

0.66 (p <.001)

-

0.66

 

Cognitive engagement

0.31 (p =.014)

-

0.31

 

Agentic engagement

0.37 (p =.002)

-

0.37