Survey results by technologies for the Services cluster and years for The Worldwide and all disciplines
Exploring the data by the cluster technology selected
| Technologies | Survey years - Votes(%) | ||||
|---|---|---|---|---|---|
| 2019 N=175 votes | 2020 N=60 votes | 2021 N=101 votes | 2022 N=96 votes | 2023 N=46 votes | |
| Chatbots and Virtual assistants | 8.00 | 5.00 | 2.97 | 9.38 | 28.26 |
| Digital accreditations (badges, free and paid digital diplomas) | 11.43 | 3.33 | 13.86 | 14.58 | 10.87 |
| Digital Twins | 4.57 | 13.33 | 7.92 | 1.04 | 17.39 |
| Intelligent tutoring system | 34.86 | 28.33 | 32.67 | 31.25 | 17.39 |
| Learning analytics | 41.14 | 50.00 | 42.57 | 43.75 | 26.09 |
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