Adopted data collection and analysis techniques in sample articles
| Data collection | Articles | % | Data analysis | Articles | % |
|---|---|---|---|---|---|
| Secondary Data | 14 | 27% | Descriptive Approach | 10 | 29% |
| Interviews | 12 | 24% | Content Analysis | 3 | 9% |
| Survey | 11 | 22% | Logit Regression | 3 | 9% |
| Archival Data | 5 | 10% | Regression Analysis | 3 | 9% |
| Observation | 4 | 8% | Descriptive Statistics | 2 | 6% |
| Focus Groups | 1 | 2% | Ordinary Least Squares (OLS) | 2 | 6% |
| Participant Observation | 1 | 2% | Thematic Analysis | 2 | 6% |
| Ethnographic Research | 1 | 2% | Chi Square Test | 1 | 3% |
| Delphi | 1 | 2% | Correlations | 1 | 3% |
| Non-participatory Observation | 1 | 2% | Factor Analysis | 1 | 3% |
| Historical Socio-spatial Analysis | 1 | 3% | |||
| Multiple Hierarchical Regression Analysis | 1 | 3% | |||
| Nonparametric Binomial Test | 1 | 3% | |||
| Observation | 1 | 3% | |||
| Partial Least Square | 1 | 3% | |||
| Probit model | 1 | 3% | |||
| Structural Equation Model | 1 | 3% | |||
| Total | 51 | 100% | Total | 35 | 100% |
| Data collection | Articles | % | Data analysis | Articles | % |
|---|---|---|---|---|---|
| Secondary Data | 14 | 27% | Descriptive Approach | 10 | 29% |
| Interviews | 12 | 24% | Content Analysis | 3 | 9% |
| Survey | 11 | 22% | Logit Regression | 3 | 9% |
| Archival Data | 5 | 10% | Regression Analysis | 3 | 9% |
| Observation | 4 | 8% | Descriptive Statistics | 2 | 6% |
| Focus Groups | 1 | 2% | Ordinary Least Squares (OLS) | 2 | 6% |
| Participant Observation | 1 | 2% | Thematic Analysis | 2 | 6% |
| Ethnographic Research | 1 | 2% | Chi Square Test | 1 | 3% |
| Delphi | 1 | 2% | Correlations | 1 | 3% |
| Non-participatory Observation | 1 | 2% | Factor Analysis | 1 | 3% |
| Historical Socio-spatial Analysis | 1 | 3% | |||
| Multiple Hierarchical Regression Analysis | 1 | 3% | |||
| Nonparametric Binomial Test | 1 | 3% | |||
| Observation | 1 | 3% | |||
| Partial Least Square | 1 | 3% | |||
| Probit model | 1 | 3% | |||
| Structural Equation Model | 1 | 3% | |||
Note(s): The number of data collection and data analysis methods exceeds the number of articles since some articles adopted more than one data collection and data analysis method
Source(s): Authors’ own elaboration
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