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Table 7 Multi-group analysis by PLS-MGA method

From: The exploration of continuous learning intention in STEAM education through attitude, motivation, and cognitive load

Hypotheses

Difference (elementary vs. university)

Difference Path Coeff

p-value original

p-value new

H1:

Perceived usability—> attitude

0.261

0.187

0.373

H2:

Attitude—> intention

− 0.243

0.909

0.182

H3:

Perceived usability—> intention

0.246

0.088

0.175

H4:

Cognitive load—> perceived usability

0.034

0.440

0.880

H5:

ARCS—> attitude

− 0.283

0.822

0.356

H6:

Perceived usability Moderating effect (attitude—> intention)

0.077

0.144

0.289

H7:

ARCS moderating effect (perceived usability—> attitude)

− 0.112

0.890

0.220

  1. Coeff. denotes coefficient