An Adaptation and Validation of Students’ Satisfaction Scale: The Case of McGraw–Hill Education Connect

Table 3

Item loadings on rotated extracted factors after deleting 10 and 21.

		Factor^1, 2
		1	2	3	4	5
V1	I am satisfied with Connect				0.835
V2	I would like to take a similar course if it utilizes Connect				0.866
V4	I would recommend others to take courses which use Connect				0.603
V5	I was not satisfied with my Connect experience				0.585
V6	With Connect I learned more in this online course as compared to a face-to-face course	0.658
V7	Connect encouraged me to rethink my understanding of some aspects of the subject matter after completing Connect modules	0.748
V8	While using Connect, examples and illustrations were given to help me to grasp things better	0.942
V12	The Connect modules used in this course facilitated my learning	0.730
V27	I used Connect to help me commission my strengths and weaknesses	0.587
V13	Receiving feedback on Connect modules helped me to determine areas of deficiency		0.521
V14	Preparation for graded quizzes in this course facilitated my learning		0.429
V15	Online quizzes embedded in Connect better helped me to understand my level of comprehension		0.847
V16	Online quizzes embedded in Connect helped to direct my studying and learning		0.655
V9	While using Connect, I was prompted to think about how I could develop my learning					0.578
V17	Connect helped me to come to class prepared					0.838
V18	Connect facilitated my interaction in course discussions					0.536
V19	I used Connect to cover course content before it was discussed in class					0.714
V11	Connect modules clarified expectations of what is required to be understood to get good marks			0.492
V22	From the start, Connect made clear to me what I was supposed to learn in this unit			0.466
V23	The amount of work required for Connect modules was appropriate			0.559
V24	Connect allowed me to access online/digital learning resources readily			0.553
V26	Connect allowed me to be responsible for my own learning			0.549
V28	Connect helped me to learn more efficiently by showing me what I needed to focus on			0.657
V29	Connect helped me to focus my attention on specific areas of need			0.669

¹Extraction method: maximum likelihood. ²Rotation method: Promax with Kaiser’s normalization.