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Fig 1.

Theory of planned behavior framework [15].

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Fig 2.

Extended TPB in this study’s research framework.

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Fig 3.

Likelihood, posterior and prior for a parameter (source: [29]).

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Table 1.

Theoretical literature for measuring latent variables and number of questions.

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Table 2.

Calculating of sample size based on Hair et al. [35] theory.

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Table 3.

Demographic information.

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Table 4.

AVE and Cronbach’s Alpha indices for validity and reliability analysis.

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Table 5.

Estimated parameter with standard errors for four types of prior distribution.

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Fig 4.

The structural model with PLS estimator.

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Fig 5.

The structural model with an ML estimator.

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Fig 6.

The structural model with a Bayesian estimator.

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Table 6.

Structural model among three estimators.

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Table 7.

Comparison analysis among SEMPLS, SEMML and SEMBayesian.

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