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| <title>SPJIMR Thematic Analysis Report — Session 37</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> 37 |
| <strong>Total Papers Analyzed:</strong> 7 |
| <strong>Themes Identified:</strong> 6</p> |
| <hr /> |
| <h2>1. Executive Summary</h2> |
| <p>This report presents the findings of a systematic thematic analysis conducted on a corpus of <strong>7 academic papers</strong>. Using SPECTRE2 embeddings and DBSCAN clustering, the analysis identified <strong>6 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>Conceptual/Theoretical</td> |
| <td>7</td> |
| <td>100.0%</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> |
| <tr> |
| <td>1</td> |
| <td>Knowledge flow arbitration</td> |
| <td>2</td> |
| <td>N/A</td> |
| <td>—</td> |
| </tr> |
| <tr> |
| <td>2</td> |
| <td>SDGs in business</td> |
| <td>1</td> |
| <td>N/A</td> |
| <td>—</td> |
| </tr> |
| <tr> |
| <td>3</td> |
| <td>ResearchGate publication</td> |
| <td>1</td> |
| <td>N/A</td> |
| <td>—</td> |
| </tr> |
| <tr> |
| <td>4</td> |
| <td>Meaning in life</td> |
| <td>1</td> |
| <td>N/A</td> |
| <td>—</td> |
| </tr> |
| <tr> |
| <td>5</td> |
| <td>Fake news impact</td> |
| <td>1</td> |
| <td>N/A</td> |
| <td>—</td> |
| </tr> |
| <tr> |
| <td>6</td> |
| <td>Case study challenge</td> |
| <td>1</td> |
| <td>N/A</td> |
| <td>—</td> |
| </tr> |
| </tbody> |
| </table> |
| <hr /> |
| <h2>3. Detailed Theme Analysis</h2> |
| <h3>Theme 0: Knowledge flow arbitration</h3> |
| <ul> |
| <li><strong>Papers in cluster:</strong> 2</li> |
| </ul> |
| <p><strong>Key Findings / Representative Excerpts:</strong></p> |
| <ol> |
| <li>Purpose – It is largely acknowledged that arbitrating the flow of knowledge can help firms strategically. Purpose – It i</li> |
| <li>Shalini Talwar , Rabia Nawaz, Juthamon Sithipolvanichgul , Bhumika Gupta , and Amandeep Dhir. point of many scholarly di</li> |
| </ol> |
| <p><strong>Representative Papers:</strong></p> |
| <table> |
| <thead> |
| <tr> |
| <th>Title</th> |
| <th>Authors</th> |
| <th>Journal</th> |
| <th>Type</th> |
| </tr> |
| </thead> |
| <tbody> |
| <tr> |
| <td>Purpose – It is largely acknowledged that arbitrating the flow of knowledge can</td> |
| <td>N/A</td> |
| <td>N/A</td> |
| <td>Conceptual/Theoretical</td> |
| </tr> |
| <tr> |
| <td>Shalini Talwar , Rabia Nawaz, Juthamon Sithipolvanichgul , Bhumika Gupta , and A</td> |
| <td>N/A</td> |
| <td>N/A</td> |
| <td>Conceptual/Theoretical</td> |
| </tr> |
| </tbody> |
| </table> |
| <hr /> |
| <h3>Theme 1: SDGs in business</h3> |
| <ul> |
| <li><strong>Papers in cluster:</strong> 1</li> |
| </ul> |
| <p><strong>Key Findings / Representative Excerpts:</strong></p> |
| <ol> |
| <li>Shalini Talwar , Amandeep Dhir , Arun Thirumalesh Madanaguli , and Peter Ractham. sustainable development goals (SDGs) a</li> |
| </ol> |
| <p><strong>Representative Papers:</strong></p> |
| <table> |
| <thead> |
| <tr> |
| <th>Title</th> |
| <th>Authors</th> |
| <th>Journal</th> |
| <th>Type</th> |
| </tr> |
| </thead> |
| <tbody> |
| <tr> |
| <td>Shalini Talwar , Amandeep Dhir , Arun Thirumalesh Madanaguli , and Peter Ractham</td> |
| <td>N/A</td> |
| <td>N/A</td> |
| <td>Conceptual/Theoretical</td> |
| </tr> |
| </tbody> |
| </table> |
| <hr /> |
| <h3>Theme 2: ResearchGate publication</h3> |
| <ul> |
| <li><strong>Papers in cluster:</strong> 1</li> |
| </ul> |
| <p><strong>Key Findings / Representative Excerpts:</strong></p> |
| <ol> |
| <li>See discussions, stats, and author profiles for this publication at: https://www.researchgate.net/publication/375667040.</li> |
| </ol> |
| <p><strong>Representative Papers:</strong></p> |
| <table> |
| <thead> |
| <tr> |
| <th>Title</th> |
| <th>Authors</th> |
| <th>Journal</th> |
| <th>Type</th> |
| </tr> |
| </thead> |
| <tbody> |
| <tr> |
| <td>See discussions, stats, and author profiles for this publication at: https://www</td> |
| <td>N/A</td> |
| <td>N/A</td> |
| <td>Conceptual/Theoretical</td> |
| </tr> |
| </tbody> |
| </table> |
| <hr /> |
| <h3>Theme 3: Meaning in life</h3> |
| <ul> |
| <li><strong>Papers in cluster:</strong> 1</li> |
| </ul> |
| <p><strong>Key Findings / Representative Excerpts:</strong></p> |
| <ol> |
| <li>Surabhi Jain 1 | Ranjan Banerjee 2 | Ruppal Walia Sharma 1. The quest for finding meaning in life is central to human ex</li> |
| </ol> |
| <p><strong>Representative Papers:</strong></p> |
| <table> |
| <thead> |
| <tr> |
| <th>Title</th> |
| <th>Authors</th> |
| <th>Journal</th> |
| <th>Type</th> |
| </tr> |
| </thead> |
| <tbody> |
| <tr> |
| <td>Surabhi Jain 1</td> |
| <td>Ranjan Banerjee 2</td> |
| <td>Ruppal Walia Sharma 1</td> |
| <td>N/A</td> |
| </tr> |
| </tbody> |
| </table> |
| <hr /> |
| <h3>Theme 4: Fake news impact</h3> |
| <ul> |
| <li><strong>Papers in cluster:</strong> 1</li> |
| </ul> |
| <p><strong>Key Findings / Representative Excerpts:</strong></p> |
| <ol> |
| <li>Purpose – Fake News, a disruptive force in the information world, has been extensively researched across. Purpose – Fake</li> |
| </ol> |
| <p><strong>Representative Papers:</strong></p> |
| <table> |
| <thead> |
| <tr> |
| <th>Title</th> |
| <th>Authors</th> |
| <th>Journal</th> |
| <th>Type</th> |
| </tr> |
| </thead> |
| <tbody> |
| <tr> |
| <td>Purpose – Fake News, a disruptive force in the information world, has been exten</td> |
| <td>N/A</td> |
| <td>N/A</td> |
| <td>Conceptual/Theoretical</td> |
| </tr> |
| </tbody> |
| </table> |
| <hr /> |
| <h3>Theme 5: Case study challenge</h3> |
| <ul> |
| <li><strong>Papers in cluster:</strong> 1</li> |
| </ul> |
| <p><strong>Key Findings / Representative Excerpts:</strong></p> |
| <ol> |
| <li>A free-to-view version of this content is available by clicking on this link, which. This case illustrates the challenge</li> |
| </ol> |
| <p><strong>Representative Papers:</strong></p> |
| <table> |
| <thead> |
| <tr> |
| <th>Title</th> |
| <th>Authors</th> |
| <th>Journal</th> |
| <th>Type</th> |
| </tr> |
| </thead> |
| <tbody> |
| <tr> |
| <td>A free-to-view version of this content is available by clicking on this link, wh</td> |
| <td>N/A</td> |
| <td>N/A</td> |
| <td>Conceptual/Theoretical</td> |
| </tr> |
| </tbody> |
| </table> |
| <hr /> |
| <h2>4. Research Gaps & Future Directions</h2> |
| <h3>Sparse Themes (Under-researched Areas)</h3> |
| <p>These themes have fewer than 4 papers, indicating potential research gaps:</p> |
| <ul> |
| <li><strong>Knowledge flow arbitration</strong> — only 2 paper(s)</li> |
| <li><strong>SDGs in business</strong> — only 1 paper(s)</li> |
| <li><strong>ResearchGate publication</strong> — only 1 paper(s)</li> |
| <li><strong>Meaning in life</strong> — only 1 paper(s)</li> |
| <li><strong>Fake news impact</strong> — only 1 paper(s)</li> |
| <li><strong>Case study challenge</strong> — only 1 paper(s)</li> |
| </ul> |
| <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>A free-to-view version of this content is available by clicking on thi</td> |
| <td>Case study challenge</td> |
| <td>Conceptual/Theoretical</td> |
| <td>0</td> |
| </tr> |
| <tr> |
| <td>2</td> |
| <td>Purpose – Fake News, a disruptive force in the information world, has</td> |
| <td>Fake news impact</td> |
| <td>Conceptual/Theoretical</td> |
| <td>0</td> |
| </tr> |
| <tr> |
| <td>3</td> |
| <td>Purpose – It is largely acknowledged that arbitrating the flow of know</td> |
| <td>Knowledge flow arbitration</td> |
| <td>Conceptual/Theoretical</td> |
| <td>0</td> |
| </tr> |
| <tr> |
| <td>4</td> |
| <td>Shalini Talwar , Rabia Nawaz, Juthamon Sithipolvanichgul , Bhumika Gup</td> |
| <td>Knowledge flow arbitration</td> |
| <td>Conceptual/Theoretical</td> |
| <td>0</td> |
| </tr> |
| <tr> |
| <td>5</td> |
| <td>Surabhi Jain 1</td> |
| <td>Ranjan Banerjee 2</td> |
| <td>Ruppal Walia Sharma 1</td> |
| <td>Meaning in life</td> |
| </tr> |
| <tr> |
| <td>6</td> |
| <td>See discussions, stats, and author profiles for this publication at: h</td> |
| <td>ResearchGate publication</td> |
| <td>Conceptual/Theoretical</td> |
| <td>0</td> |
| </tr> |
| <tr> |
| <td>7</td> |
| <td>Shalini Talwar , Amandeep Dhir , Arun Thirumalesh Madanaguli , and Pet</td> |
| <td>SDGs in business</td> |
| <td>Conceptual/Theoretical</td> |
| <td>0</td> |
| </tr> |
| </tbody> |
| </table> |
| <hr /> |
| <p><em>Report generated by SPJIMR Corpus Analysis Pipeline — 2026-05-29 20:41</em></p> |
| </body> |
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