Table 1

Scale adaptation variables used in the constructs

ConstructItemsScale adaptation
1. Effectiveness of Instructor
  1. Enthusiasm of instructor

  2. Instructor's style of presentation holds interest of students

  3. Instructor actively interacts

  4. Students are invited to ask questions and receive answers

  5. Students are invited to participate in class discussion

  6. Instructor encourages use of e-learning

Soong et al. (2001), Volery and Lord (2000) 
2. Student's Competency with Computers
  1. Enjoyment in the use of computer/tablet/phone

  2. Regular use of computer/tablet/phone

  3. Ease in use of computer/tablet/phone

  4. Prior experience in use of computer/tablet/phone

  5. Not intimidated by the use of technology for education

Soong et al. (2001) 
3. Student's Collaboration Interests
  1. Participation in group discussions

  2. Participation includes reading messages on discussion groups

  3. Participation includes reading as well as contributing to discussion groups

  4. Instructor initiates discussion

  5. Students initiate discussions

Soong et al. (2001) 
4. Effectiveness of Design and Content of Courses
  1. Learning material is sufficient and relevant

  2. E-learning platform is easy to use

  3. E-learning platform is easy to navigate

  4. Course material is current and up to date

  5. User interface is well designed

Soong et al. (2001) 
5. Accessibility of Essential Resources
  1. Easy access to Internet

  2. No bandwidth problems when browsing

  3. Satisfactory browsing speed

  4. Ease of interaction with fellow students

  5. Ease of contacting instructor

  6. Easy-to-use e-learning website

Volery and Lord (2000) 
6. Infrastructure Dependability
  1. Computer/tablet/phone works fine and supports most of the required applications

  2. No access issues with email id, browser, etc.

  3. Stable and secure Internet connection

  4. Efficient IT infrastructure

Volery and Lord (2000) 
7. Provider Support Received
  1. Easy access to resources provided by platform/provider/institute

  2. Ease of receiving technical support

  3. Provider support for e-learning system is good

  4. Sufficient material provided for associated exam

  5. Sufficient material provided for learning purpose

  6. Appropriate duration of the course

Selim (2007) 
8. What Do You Feel About E-Learning
  1. E-learning is successful

  2. E-learning is an effective method of learning

  3. Likeness towards the idea of using e-learning

  4. Online education considered constructive and as a helpful learning experience

  5. Awareness of e-learning platforms pre-COVID

  6. Improved perception towards e-learning due to COVID

  7. Intention to continue e-learning post-COVID

Selim (2007), Nehari and Bender (1978) 

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