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. 2021 Aug 2;27(1):291–320. doi: 10.1007/s10639-021-10665-2

Table 1.

Items used in Survey Questionnaire

Constructs Adapted form Measurement Items
Awareness of COVID-19 Al-Hattami, 2020

1. Moving to online learning format is a positive protective decision to avoid COVID-19 infection

2. Using the online learning format is a good decision to continue education during COVID-19 situation

3. Online learning during the COVID-19 situation brings more advantages than disadvantages

4. Online learning is a convenient way to continue education and avoid the spread of COVID-19

Computer & Internet Self Efficacy Hung et al., 2010

1. I feel confident in performing the basic computer functions required for online learning

2. I feel confident in my knowledge and skills of how to manage software for online learning

3. I feel confident in using the Internet to find or gather information for online learning

Online Communication Self Efficacy Hung et al., 2010

1. I feel confident in using online tools to effectively communicate with others during the online learning sessions

2. I feel confident in expressing myself through text/ chat-box during online learning session

3. I feel confident in posting/ asking questions during online learning sessions

Attitude towards E- Learning Shaft et al., 2004

Online learning enhances my creativity during COVID-19 situation.

Online learning is helpful for me during COVID-19 situation.

Online learning is enjoyable.

Online learning increases my productivity during COVID-19.

Perceived Net Benefits Salam & Farooq, 2020

1. Online learning involves all students actively during COVID-19

2. My academic performance is enhanced by using Online Learning during COVID-19

3. Use of Online Learning promotes critical thinking skills and collaborative knowledge building during COVID-19 situation

4. Online Learning has enhanced my interaction with my peers and my teachers during COVID-19 situation

5. I can monitor my individual progress (i.e. personal growth) using Online Learning during COVID-19

Intention towards online learning Ji et al. (2019); Xu and Wang (2017)

1. I intend to use online learning during COVID-19 situation

2. I plan to use online learning during COVID-19 situation

3. I intend to recommend online learning to others during COVID-19 situation