SPJIMR Corpus — Thematic Analysis Report

Generated: 29 May 2026, 20:41 IST Session ID: 37 Total Papers Analyzed: 7 Themes Identified: 6

1. Executive Summary

This report presents the findings of a systematic thematic analysis conducted on a corpus of 7 academic papers. Using SPECTRE2 embeddings and DBSCAN clustering, the analysis identified 6 distinct thematic clusters.

Research Methodology Distribution

Methodology Type Count Percentage
Conceptual/Theoretical 7 100.0%

2. Thematic Overview

# Theme Papers Cohesion Score Keywords
1 Knowledge flow arbitration 2 N/A —
2 SDGs in business 1 N/A —
3 ResearchGate publication 1 N/A —
4 Meaning in life 1 N/A —
5 Fake news impact 1 N/A —
6 Case study challenge 1 N/A —

3. Detailed Theme Analysis

Theme 0: Knowledge flow arbitration

Key Findings / Representative Excerpts:

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

Representative Papers:

Title Authors Journal Type
Purpose – It is largely acknowledged that arbitrating the flow of knowledge can N/A N/A Conceptual/Theoretical
Shalini Talwar , Rabia Nawaz, Juthamon Sithipolvanichgul , Bhumika Gupta , and A N/A N/A Conceptual/Theoretical

Theme 1: SDGs in business

Key Findings / Representative Excerpts:

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

Representative Papers:

Title Authors Journal Type
Shalini Talwar , Amandeep Dhir , Arun Thirumalesh Madanaguli , and Peter Ractham N/A N/A Conceptual/Theoretical

Theme 2: ResearchGate publication

Key Findings / Representative Excerpts:

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

Representative Papers:

Title Authors Journal Type
See discussions, stats, and author profiles for this publication at: https://www N/A N/A Conceptual/Theoretical

Theme 3: Meaning in life

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:

Title Authors Journal Type
Surabhi Jain 1 Ranjan Banerjee 2 Ruppal Walia Sharma 1 N/A

Theme 4: Fake news impact

Key Findings / Representative Excerpts:

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

Representative Papers:

Title Authors Journal Type
Purpose – Fake News, a disruptive force in the information world, has been exten N/A N/A Conceptual/Theoretical

Theme 5: Case study challenge

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:

Title Authors Journal Type
A free-to-view version of this content is available by clicking on this link, wh N/A N/A Conceptual/Theoretical

4. Research Gaps & Future Directions

Sparse Themes (Under-researched Areas)

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

Appendix: Full Paper List

# Title Theme Type Citations
1 A free-to-view version of this content is available by clicking on thi Case study challenge Conceptual/Theoretical 0
2 Purpose – Fake News, a disruptive force in the information world, has Fake news impact Conceptual/Theoretical 0
3 Purpose – It is largely acknowledged that arbitrating the flow of know Knowledge flow arbitration Conceptual/Theoretical 0
4 Shalini Talwar , Rabia Nawaz, Juthamon Sithipolvanichgul , Bhumika Gup Knowledge flow arbitration Conceptual/Theoretical 0
5 Surabhi Jain 1 Ranjan Banerjee 2 Ruppal Walia Sharma 1 Meaning in life
6 See discussions, stats, and author profiles for this publication at: h ResearchGate publication Conceptual/Theoretical 0
7 Shalini Talwar , Amandeep Dhir , Arun Thirumalesh Madanaguli , and Pet SDGs in business Conceptual/Theoretical 0

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