SPJIMR Corpus — Thematic Analysis Report

Generated: 29 May 2026, 20:41 IST Session ID: 38 Total Papers Analyzed: 33 Themes Identified: 16

1. Executive Summary

This report presents the findings of a systematic thematic analysis conducted on a corpus of 33 academic papers. Using SPECTRE2 embeddings and DBSCAN clustering, the analysis identified 16 distinct thematic clusters.

Research Methodology Distribution

2. Thematic Overview

3. Detailed Theme Analysis

Theme 0: Managerial situation case studies

• Papers in cluster: 9

Key Findings / Representative Excerpts:

1. illustrate either effective or ineffective handling of a managerial situation. The authors may have disguised certain na
2. illustrate either effective or ineffective handling of a managerial situation. The authors may have disguised certain na
3. illustrate either effective or ineffective handling of a managerial situation. The authors may have disguised certain na
4. to illustrate either effective or ineffective handling of a managerial situation. The authors may have disguised certain
5. intend to illustrate either effective or ineffective handling of a managerial situation. The authors may have disguised

Representative Papers:

Theme 1: Citation analysis study

• Papers in cluster: 3

Key Findings / Representative Excerpts:

1. To cite this article: Satish Kumar, Nitesh Pandey & Arunima Haldar (2020) Twenty years of. This study aims to mark the 2
2. To cite this article: Satish Kumar, Nitesh Pandey & Arunima Haldar (2020) Twenty years of. This study aims to mark the 2
3. SP Jain Institute of Management and Research, Mumbai, Maharashtra, India. Despite similarities in the leadership styles

Representative Papers:

Theme 4: ResearchGate publication

• Papers in cluster: 3

Key Findings / Representative Excerpts:

1. See discussions, stats, and author profiles for this publication at: https://www.researchgate.net/publication/344014637.
2. See discussions, stats, and author profiles for this publication at: https://www.researchgate.net/publication/344014637.
3. To cite this article: Shreyansh Bharani, Sheila Roy & Swapnil Tawde (2024) Green products. With the rapidly growing onli

Representative Papers:

Theme 6: Scholarly discussion analysis

• Papers in cluster: 3

Key Findings / Representative Excerpts:

1. Shalini Talwar , Rabia Nawaz, Juthamon Sithipolvanichgul , Bhumika Gupta , and Amandeep Dhir. point of many scholarly di
2. Shalini Talwar , Rabia Nawaz, Juthamon Sithipolvanichgul , Bhumika Gupta , and Amandeep Dhir. point of many scholarly di
3. Purpose – It is largely acknowledged that arbitrating the flow of knowledge can help firms strategically. Purpose – It i

Representative Papers:

Theme 2: Big data analytics review

• Papers in cluster: 2

Key Findings / Representative Excerpts:

1. Indian Institute of Management Jammu, Jammu, Jammu and Kashmir, India. Acknowledging the global relevance of controlling
2. Big data analytics and e-governance: Actors, opportunities, tensions,. We present a systematic review of peer-reviewed a

Representative Papers:

Theme 3: Fake news research

• Papers in cluster: 2

Key Findings / Representative Excerpts:

1. Purpose – Fake News, a disruptive force in the information world, has been extensively researched across. Purpose – Fake
2. Purpose – Fake News, a disruptive force in the information world, has been extensively researched across. Purpose – Fake

Representative Papers:

Theme 13: SDGs research

• Papers in cluster: 2

Key Findings / Representative Excerpts:

1. Shalini Talwar , Amandeep Dhir , Arun Thirumalesh Madanaguli , and Peter Ractham. sustainable development goals (SDGs) a
2. Shalini Talwar , Amandeep Dhir , Arun Thirumalesh Madanaguli , and Peter Ractham. sustainable development goals (SDGs) a

Representative Papers:

Theme 5: ResearchGate publication

• Papers in cluster: 1

Key Findings / Representative Excerpts:

1. See discussions, stats, and author profiles for this publication at: https://www.researchgate.net/publication/375667040.

Representative Papers:

Theme 7: Business school department

• Papers in cluster: 1

Key Findings / Representative Excerpts:

1. a American University, Kogod School of Business, Department of Finance and Real Estate, 4400 Massachusetts Avenue, NW, W

Representative Papers:

Theme 8: Capital expenditure study

• Papers in cluster: 1

Key Findings / Representative Excerpts:

1. Irfan Rashid Ganie1  · Tahir Ahmad Wani1  · Arunima Haldar2. This study examines the effects of Capital Expenditure (CAP

Representative Papers:

Theme 9: Global technology impact

• Papers in cluster: 1

Key Findings / Representative Excerpts:

1. In today’s globalized scenario, where advancements in technologies have facilitated people to connect,. In today’s globa

Representative Papers:

Theme 10: Brand evangelism research

• Papers in cluster: 1

Key Findings / Representative Excerpts:

1. To cite this article: Purvendu Sharma & Kapil Khandeparkar (2025) Understanding brand. Brand evangelism (BE) involves no

Representative Papers:

Theme 11: Higher education analysis

• Papers in cluster: 1

Key Findings / Representative Excerpts:

1. To cite this article: Sapna Popli, Sumanjit Dass, Ashita Aggarwal & Antara Chakraborty (2023) A. Higher education has wi

Representative Papers:

Theme 12: Meaning in life quest

• Papers in cluster: 1

Key Findings / Representative Excerpts:

1. Surabhi Jain 1 | Ranjan Banerjee 2 | Ruppal Walia Sharma 1. The quest for finding meaning in life is central to human ex

Representative Papers:

Theme 14:

• Papers in cluster: 1

Key Findings / Representative Excerpts:

1. Department of Marketing, S P Jain Institute of Management and Research,. Purpose – This study aims to conduct a systemat

Representative Papers:

Theme 15: Topic 15

• Papers in cluster: 1

Key Findings / Representative Excerpts:

1. A free-to-view version of this content is available by clicking on this link, which. This case illustrates the challenge

Representative Papers:

4. Research Gaps & Future Directions

Sparse Themes (Under-researched Areas)

These themes have fewer than 4 papers, indicating potential research gaps:

• Citation analysis study — only 3 paper(s)
• Big data analytics review — only 2 paper(s)
• Fake news research — only 2 paper(s)
• ResearchGate publication — only 3 paper(s)
• ResearchGate publication — only 1 paper(s)
• Scholarly discussion analysis — only 3 paper(s)
• Business school department — only 1 paper(s)
• Capital expenditure study — only 1 paper(s)
• Global technology impact — only 1 paper(s)
• Brand evangelism research — only 1 paper(s)
• Higher education analysis — only 1 paper(s)
• Meaning in life quest — only 1 paper(s)
• SDGs research — only 2 paper(s)
• **** — only 1 paper(s)
• Topic 15 — only 1 paper(s)

Appendix: Full Paper List

Report generated by SPJIMR Corpus Analysis Pipeline — 2026-05-29 20:41