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. 2023 Jul 10;26(8):107322. doi: 10.1016/j.isci.2023.107322

Table 3.

Summary of digital learning tools used in different countries before and after the pandemic

Country Human Development Index (HDI) Citations Initial Digital Tools Before the Pandemic Additional tools used during and after the pandemic
United Kingdom 0.932 Khan.et al., Paudel, and Watermeyer et al.29,30,31 Virtual Learning Environment (VLE)
Moodle
Canvas
Blackboards
Coursera
Zoom
Microsoft Teams
Facebook
United States 0.926 Al-Mawee et al. and Armstrong-Mensah et al.32,33 Wide range of Learning Management Systems (LMSs)
Coursera
WebEx
Zoom
Microsoft Teams
South Korea 0.916 Kim et al., Romero, Tinmaz and Ozturk, and UNESCO.34,35,36,37 KERIS e-Learning
Massive Open Online Courses (MOOCs)
South Korea Educational Broadcasting System (EBS)
WebEx
Zoom
Microsoft Teams
YouTube
Google Hangout
KakaoTalk
France 0.901 Alabay, Badeau et al., Gaebel, Motte-Signoret et al. and Salles et al.38,39,40,41,42 LMS such as Moodle
Webinars
Zoom
Microsoft Teams
Google Meet
Meta/Facebook
WhatsApp
YouTube
Saudi Arabia 0.854 Aldiab et al., Alzahrani, AI-Youbi et al. and Hoq.5,28,43,44 Rwaq
Blackboard
Moodle
Canvas
D2L
Twitter
Meta/Facebook
Zoom
Qatar 0.848 (MENAFN, 2020; MOEHE Qatar, 2020)45,46 Canvas
Blackboards
Mzeed
Q-Learning
Cisco WebEx
Zoom
Microsoft Teams
WhatsApp
Romania 0.828 Butnaru et al., DIMA et al. and Iurcov et al.47,48,49 AeL
ASK online learning eLearn
Zoom
Microsoft Teams
Google Meetings
Skype
Meta
Instagram
Turkey 0.820 Keskin et al., Bilgic, and Karadag et al.15,50,51 Moodle
Canvas
Blackboards
MERGEN
Zoom
Perculus
Adobe Connect
Microsoft Teams
BigBlueButton
Google classroom
WhatsApp
Skype
Viber
Malaysia 0.810 Chung et al., Rahim and Ali, and Syahid et al.52,53,54 i-Learn
MOOCs
UFuture
Meta
WeChat
Weibo
WhatsApp
YouTube
Telegram
Google Classroom
China 0.761 Xiong et al., Carey, He and Wei, Wang et al.and Zhang et al.7,11,55,56,57 Edx
Coursera
XuetangX iCourse
Chaoxing Learning
XuetangX Global iCourse International
SWAYAM
DingTalk
Zoom Cloud
WeChat
Jordan 0.729 Al-Balas et al., Al-Salman and Haider, and Al-Shboul and Alsmadi58,59,60 Edraak
Moodle
Blackboards
Zoom
Microsoft Teams
YouTube
WhatsApp Group
University website/e-mail
South Africa 0.709 Mashau and Nyawo, Mpungose61,62 Moodle Moodle
Facebook
WhatsApp
YouTube
Twitter
Egypt 0.707 Dakroury, El-Sayad et al.and Sobaih et al.63,64,65
Unix platform video conferencing using on-demand (VOD)
Facebook
WhatsApp
YouTube
Twitter
Zoom
Google classrooms
Morocco 0.686 Elfirdoussi et al. and Anigri19,66 Moodle Zoo,
Microsoft Teams
G-Drive
Gmail
Google Classroom
Google Hangout
WhatsApp
YouTube
Iraq 0.674 Makki and Bali, Elameer17,67 MOOCRDD
Baghdad-learning platforms
Facebook
Viber
Zoom
YouTube
Telegram
Skye
Instagram
India 0.645 Alvi, Dutta and Jena68,69,70 e-Yantra
SWAYAM
National Digital Library
Virtual Labs
Zoom
Google Meet
Jio Meet
YouTube
Facebook
Instagram
Twitter
Blogger
Google Meet
Ghana 0.611 Asunka, Butakor and Ceasar, Manu et al. and Adzaku and Adzakpa71,72,73,74 Sakai eCampus (Claroline) Edmodo Ghana 2021
Twitter
YouTube
Facebook
Pinterest
Blogging
Pakistan 0.557 Nasir and Hameed, Abbasi et al., Adnan et al., Farid et al.and Khan.14,75,76,77,78 EdmodoOpen Courseware Facebook
WhatsApp
Skype
Zoom
Microsoft teams
Google Classroom