Study design
| Type of AI | ||||
|---|---|---|---|---|
| Analytic | Agentic | Generative | Mechanical | |
| Frequency | 59 | 5 | 16 | 0 |
| Total number of studies | 52 | 7 | 15 | 0 |
| Sample size (avg) | 286,796 | 2,248.8 | 3,2081.1 | 0 |
| Gender (avg female%) | 32.2 | 50.3 | 41.3 | 0 |
| Procedure | ||||
| Experiment | 7 | 1 | 3 | 0 |
| Survey | 4 | 2 | 2 | 0 |
| Secondary | 31 | 2 | 8 | 0 |
| Interviews | 6 | 0 | 2 | 0 |
| Data collection | ||||
| In-person | 8 | 1 | 1 | 0 |
| Online/Remote | 41 | 3 | 1 | 0 |
| Sample type | ||||
| Students | 3 | 0 | 0 | 0 |
| Loan-applicants | 13 | 0 | 0 | 0 |
| Secondary data | 11 | 1 | 0 | 0 |
| Employees | 7 | 1 | 4 | 0 |
| Type of AI | ||||
|---|---|---|---|---|
| Analytic | Agentic | Generative | Mechanical | |
| Frequency | 59 | 5 | 16 | 0 |
| Total number of studies | 52 | 7 | 15 | 0 |
| Sample size (avg) | 286,796 | 2,248.8 | 3,2081.1 | 0 |
| Gender (avg female%) | 32.2 | 50.3 | 41.3 | 0 |
| Experiment | 7 | 1 | 3 | 0 |
| Survey | 4 | 2 | 2 | 0 |
| Secondary | 31 | 2 | 8 | 0 |
| Interviews | 6 | 0 | 2 | 0 |
| In-person | 8 | 1 | 1 | 0 |
| Online/Remote | 41 | 3 | 1 | 0 |
| Students | 3 | 0 | 0 | 0 |
| Loan-applicants | 13 | 0 | 0 | 0 |
| Secondary data | 11 | 1 | 0 | 0 |
| Employees | 7 | 1 | 4 | 0 |
Note(s): The reported frequencies are based on 65 articles. Total frequency exceeds the total number of articles since certain articles address more than one type of AI
The large sample sizes reflect that most empirical studies relied on secondary datasets, which are typically extensive in scale
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