[Retracted] Performance Evaluation of SeisTutor Using Cognitive Intelligence‐Based “Kirkpatrick Model”

Table 3

Statistical and performance metrics considered for four-phase evaluation.

Kirkpatrick levels	Statistical methods	Performance metrics
Level 1: evaluation of reaction	Average mean score analysis	Emotion parameter
Level 2: evaluation of learning	Average mean score analysis	Learning gain
	Bivariate Pearson correlation	Degree of understanding
Level 3: evaluation of behavior	Average mean score analysis (learner feedback)	Effectiveness
		Overall satisfaction
		Adaptation & personalization
		Satisfaction level on custom-tailored curriculum sequencing recommendation module
Level 4: evaluation of results	Paired-wise sample t-test (hypothesis analysis)	Pretest and posttest scores