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Survey results 2021 by technologies and regions for all disciplines

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 7533.3328.006.6729.331.3312.69
Chatbots and Virtual assistants 3---100.00-0.51
Cloud computing 2920.6931.036.9034.48-4.91
Digital accreditations (badges, free and paid digital diplomas) 1435.7121.437.1421.4314.292.37
Digital fabrication and makerspaces 1136.3636.36-27.27-1.86
Digital Twins 850.0037.50-12.50-1.35
Games & Serious games to foster student's engagement and motivation 2725.9348.1518.527.41-4.57
Intelligent tutoring system 3333.3333.336.0624.243.035.58
Internet of Things use in the classroom/laboratory 1936.8431.5815.7910.53-3.21
Learning analytics 4325.5827.919.3032.562.337.28
Massive Open Online Courses (MOOCs) 2725.9325.937.4133.333.704.57
Mobile apps 1520.0026.6713.3320.006.672.54
Open Educational Resources and Practices 6622.7339.3910.6124.243.0311.17
Peer online assessment 1631.2537.50-25.00-2.71
Remote and Hybrid Lecture Tools (Videoconferencing, cloud-based whiteboards, etc.) 7524.0033.336.6734.671.3312.69
Remote labs (hardware manipulation through a web) 3630.5630.568.3330.56-6.09
Robotics in the classroom to enhance student motivation 1936.8452.63-10.53-3.21
Virtual labs (web-based simulation software) 5722.8140.355.2628.073.519.64
XR and immersive environments 1833.3322.225.5638.89-3.05
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