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Survey results 2022 by technologies and regions for Computer Science and Software Engineering

Exploring the data by regions

discipline:
AerospaceBiomedical EngineeringChemical and Biochemical EngineeringCivil EngineeringComputer Science and Software Engineering
Control SystemsElectrical and Computer EngineeringElectronicsEnergyGeoscience and Remote Sensing
IndustrialMechanical EngineeringOtherRoboticsTechnology and Engineering Education
TelecommunicationsVehicular TechnologyAll disciplines
Technologies Votes Regions - Votes(%)
Europe North America South America Asia and Oceania Africa The Worldwide
Adaptive and personalized learning 3030.0030.003.3326.673.3316.13
Chatbots and Virtual assistants 666.6716.67-16.67-3.23
Cloud computing 1118.1827.279.0945.45-5.91
Digital accreditations (badges, free and paid digital diplomas) 425.00-25.0025.00-2.15
Digital fabrication and makerspaces 0------
Digital Twins 0------
Distributed remote labs (federated remote labs) 450.0025.0025.00--2.15
Games & Serious games to foster student's engagement and motivation 850.0012.50-25.00-4.30
Intelligent tutoring system 1435.7135.717.1414.297.147.53
Internet of Things use in the classroom/laboratory 714.2928.57-28.57-3.76
Learning analytics 1855.5611.11-27.785.569.68
Massive Open Online Courses (MOOCs) 825.00-12.5062.50-4.30
Mobile apps 4--25.0075.00-2.15
Open Educational Resources and Practices 2343.4817.398.7026.09-12.37
Peer online assessment 6-16.6716.6766.67-3.23
Remote and Hybrid Lecture Tools (Videoconferencing, cloud-based whiteboards, etc.) 1428.5728.577.1421.43-7.53
Remote evaluation and plagiarism detectors 666.6733.33---3.23
Remote labs (hardware manipulation through a web) 425.0025.00-50.00-2.15
Robotics in the classroom to enhance student motivation 3-66.67-33.33-1.61
Virtual labs (web-based simulation software) 728.5742.86-28.57-3.76
XR and immersive environments 955.5611.1111.1122.22-4.84
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