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| <title>SPJIMR Thematic Analysis Report — Session 46</title> |
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| <h1>SPJIMR Corpus — Thematic Analysis Report</h1> |
| <p><strong>Generated:</strong> 29 May 2026, 20:41 IST |
| <strong>Session ID:</strong> 46 |
| <strong>Total Papers Analyzed:</strong> 5 |
| <strong>Themes Identified:</strong> 0</p> |
| <hr /> |
| <h2>1. Executive Summary</h2> |
| <p>This report presents the findings of a systematic thematic analysis conducted on a corpus of <strong>5 academic papers</strong>. Using SPECTRE2 embeddings and DBSCAN clustering, the analysis identified <strong>0 distinct thematic clusters</strong>.</p> |
| <h3>Research Methodology Distribution</h3> |
| <table> |
| <thead> |
| <tr> |
| <th>Methodology Type</th> |
| <th>Count</th> |
| <th>Percentage</th> |
| </tr> |
| </thead> |
| <tbody> |
| <tr> |
| <td>Literature Review/Survey</td> |
| <td>4</td> |
| <td>80.0%</td> |
| </tr> |
| <tr> |
| <td>Empirical Research</td> |
| <td>1</td> |
| <td>20.0%</td> |
| </tr> |
| </tbody> |
| </table> |
| <hr /> |
| <h2>2. Thematic Overview</h2> |
| <table> |
| <thead> |
| <tr> |
| <th>#</th> |
| <th>Theme</th> |
| <th>Papers</th> |
| <th>Cohesion Score</th> |
| <th>Keywords</th> |
| </tr> |
| </thead> |
| <tbody> |
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| <td></td> |
| <td></td> |
| <td></td> |
| <td></td> |
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| </tbody> |
| </table> |
| <blockquote> |
| <p><strong>Note:</strong> 5 paper(s) were classified as noise/emerging topics and did not fit cleanly into any established theme.</p> |
| </blockquote> |
| <hr /> |
| <h2>3. Detailed Theme Analysis</h2> |
| <h2>4. Research Gaps & Future Directions</h2> |
| <p>No significant research gaps detected in this corpus.</p> |
| <hr /> |
| <h2>Appendix: Full Paper List</h2> |
| <table> |
| <thead> |
| <tr> |
| <th>#</th> |
| <th>Title</th> |
| <th>Theme</th> |
| <th>Type</th> |
| <th>Citations</th> |
| </tr> |
| </thead> |
| <tbody> |
| <tr> |
| <td>1</td> |
| <td>Diving into the uncertainties of open innovation: A systematic review</td> |
| <td>Knowledge arbitrage risks</td> |
| <td>Literature Review/Survey</td> |
| <td>0</td> |
| </tr> |
| <tr> |
| <td>2</td> |
| <td>Meaning-Oriented Consumption: A systematic review and research agenda</td> |
| <td>Knowledge arbitrage risks</td> |
| <td>Literature Review/Survey</td> |
| <td>0</td> |
| </tr> |
| <tr> |
| <td>3</td> |
| <td>Navigating the challenges of fake news and media trust: a bibliometric</td> |
| <td>Knowledge arbitrage risks</td> |
| <td>Literature Review/Survey</td> |
| <td>0</td> |
| </tr> |
| <tr> |
| <td>4</td> |
| <td>Strategic and Serendipitous Knowledge Arbitrage: What We Know and What</td> |
| <td>Knowledge arbitrage risks</td> |
| <td>Literature Review/Survey</td> |
| <td>0</td> |
| </tr> |
| <tr> |
| <td>5</td> |
| <td>Knowledge arbitrage: what are the risks, and do they matter?</td> |
| <td>Knowledge arbitrage risks</td> |
| <td>Empirical Research</td> |
| <td>0</td> |
| </tr> |
| </tbody> |
| </table> |
| <hr /> |
| <p><em>Report generated by SPJIMR Corpus Analysis Pipeline — 2026-05-29 20:41</em></p> |
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