Construct	Code	Indicator	Source
Performance Expectancy (PE)	PE1	1. I find eLearning useful for my studies.	[9]
	PE2	2. eLearning allows me to accomplish class activities more quickly.
	PE3	3. eLearning increases my learning productivity.
	PE4	4. Using eLearning increases my chances of achieving things that are important to me.	[20]
Effort Expectancy (EE)	EE1	5. eLearning is easy to use.	[9]
	EE2	6. Learning how to use the eLearning platform is easy for me.
	EE3	7. My interaction with the platform is clear and understandable.
	EE4	8. It is easy for me to become skillful at using eLearning.	[20]
Social Influence (SI)	SI1	9. My peers who influence my behavior think that I should use eLearning.	[9]
	SI2	10. My friends who are important to me think that I should use eLearning.
	SI3	11. My instructors, whose opinions that I value, prefer that I use eLearning.
	SI4	12. eLearning is a status symbol in my environment.	[20]
Facilitating Conditions (FC)	FC1	13. I have the resources to use eLearning.	[9]
	FC2	14. I have the knowledge to use eLearning.
	FC3	15. A specific person (or group) is available to assist when difficulties arise with using the eLearning platform.
	FC4	16. There is compatibility between the platform that I use.	[20]
Learning Value (LV)	LV1	17. Learning through eLearning is worth more than the time and effort given to it.	[9]
	LV2	18. eLearning gives me the opportunity to decide about the pace of my own learning.
	LV3	19. eLearning gives me the opportunity to increase my knowledge and to control my success (e.g., via quizzes and assignments/assessments, etc.).
	LV4	20. Learning content that I require can be provided by the eLearning platform.	[12]
Hedonic Motivation (HM)	HM1	21. Using eLearning is fun.	[9]
	HM2	22. I enjoy using eLearning.
	HM3	23. Using the eLearning platform is very entertaining.
	HM4	24. The use of the eLearning platform amuses me.
Habit (HB)	HB1	25. The use of eLearning has become a habit for me.	[9]
	HB2	26. I am addicted to using eLearning to accomplish my study tasks.
	HB3	27. I must use eLearning for my studies.
	HB4	28. Using eLearning has become natural for me.
Instructor Characteristics (IC)	IC1	29. I feel the instructor is keen that we use e-learning-based units.	[11]
	IC2	30. We are invited to ask questions/receive answers.
	IC3	31. The instructor encourages and motivates me to use the eLearning platform.
	IC4	32. The instructor is active in teaching me the course subjects via the eLearning platform.
Behavioral Intention (BI)	BI1	33. I intend to continue using eLearning.	[9]
	BI2	34. For my studies, I would use the eLearning platform.
	BI3	35. I will continue to use eLearning on a regular basis.
	BI4	36. I will recommend other students to use the eLearning platform.	[24]
Usage (US)	US1	37. I use the eLearning platform frequently during my academic period.	[9]
	US2	38. I use many functions of eLearning (e.g., discussion forums, chat sessions, messaging, downloading course contents, uploading assignments, etc.).
	US3	39. I depend on the eLearning platform.
	US4	40. I use the eLearning platform as a reference tool for my studies.