Summary of methodology
| Systematic bibliometric analysis | |
|---|---|
| Initial exploration | The first search for studies combining Industry 4.0, circular economy, and HRM yielded no results, underscoring a significant research gap |
| Pairwise analysis | Explored the intersections between pairs of topics: 589 papers on Industry 4.0 & circular economy, 104 on Industry 4.0 & HRM, and 43 on HRM & circular economy |
| Keyword strategy | Utilized variations of key terms and Boolean operators (e.g., AND, OR) to refine and expand search results |
| Inclusion parameters | Selected peer-reviewed journal articles, conference proceedings, and review papers relevant to the core themes of the research |
| Exclusion filters | Excluded non-peer-reviewed documents such as editorials, commentaries, duplicates, and unrelated papers |
| Screening workflow | Conducted a two-stage review: 1) Abstract review for initial relevance, and 2) Full-text review to ensure alignment with study goals |
| Data analysis focus | Performed bibliometric analysis to assess research productivity trends, authorship influence, and thematic development across topics |
| Advanced tools | Employed specialized software like Bibliometrix (R package) to perform detailed bibliometric calculations and statistical analysis |
| Systematic bibliometric analysis | |
|---|---|
| Initial exploration | The first search for studies combining Industry 4.0, circular economy, and HRM yielded no results, underscoring a significant research gap |
| Pairwise analysis | Explored the intersections between pairs of topics: 589 papers on Industry 4.0 & circular economy, 104 on Industry 4.0 & HRM, and 43 on HRM & circular economy |
| Keyword strategy | Utilized variations of key terms and Boolean operators (e.g., AND, OR) to refine and expand search results |
| Inclusion parameters | Selected peer-reviewed journal articles, conference proceedings, and review papers relevant to the core themes of the research |
| Exclusion filters | Excluded non-peer-reviewed documents such as editorials, commentaries, duplicates, and unrelated papers |
| Screening workflow | Conducted a two-stage review: 1) Abstract review for initial relevance, and 2) Full-text review to ensure alignment with study goals |
| Data analysis focus | Performed bibliometric analysis to assess research productivity trends, authorship influence, and thematic development across topics |
| Advanced tools | Employed specialized software like Bibliometrix (R package) to perform detailed bibliometric calculations and statistical analysis |
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