SPJIMR Corpus — Thematic Analysis Report

Generated: 29 May 2026, 20:41 IST Session ID: 53 Total Papers Analyzed: 10 Themes Identified: 1

1. Executive Summary

This report presents the findings of a systematic thematic analysis conducted on a corpus of 10 academic papers. Using SPECTRE2 embeddings and DBSCAN clustering, the analysis identified 1 distinct thematic clusters.

Research Methodology Distribution

Methodology Type Count Percentage
Literature Review/Survey 6 60.0%
Conceptual/Theoretical 2 20.0%
Empirical Research 1 10.0%
Case Study 1 10.0%

2. Thematic Overview

# Theme Papers Cohesion Score Keywords
1 Knowledge Arbitrage & Carbon Neutrality 9 N/A —

3. Detailed Theme Analysis

Theme 0: Knowledge Arbitrage & Carbon Neutrality

Key Findings / Representative Excerpts:

  1. Strategic and Serendipitous Knowledge Arbitrage: What We Know and What Remains Underexplored?. Knowledge arbitrage, conc
  2. Charting the path toward a greener world: A review of facilitating and inhibiting factors for carbon neutrality. The car
  3. Diving into the uncertainties of open innovation: A systematic review of risks to uncover pertinent typologies and unexp
  4. Knowledge arbitrage: what are the risks, and do they matter?. Purpose – It is largely acknowledged that arbitrating the
  5. Conceptualizing customer experience in multi-actor platforms. Customer experience (CX) is a critical marketing concept,

Representative Papers:

Title Authors Journal Type
Meaning-Oriented Consumption: A systematic review and research agenda N/A N/A Literature Review/Survey
SDG-Embeddedness in Business School Operations: State-of-the-Art Literature, Gro N/A N/A Literature Review/Survey
Diving into the uncertainties of open innovation: A systematic review of risks t N/A N/A Literature Review/Survey
Strategic and Serendipitous Knowledge Arbitrage: What We Know and What Remains U N/A N/A Literature Review/Survey
Charting the path toward a greener world: A review of facilitating and inhibitin N/A N/A Literature Review/Survey
Knowledge arbitrage: what are the risks, and do they matter? N/A N/A Empirical Research
Navigating the challenges of fake news and media trust: a bibliometric study N/A N/A Literature Review/Survey
Conceptualizing customer experience in multi-actor platforms N/A N/A Conceptual/Theoretical
Operations Strategy 4.0 – What Will It Be Like and How Will It Lead to the Ideal N/A N/A Conceptual/Theoretical

4. Research Gaps & Future Directions

No significant research gaps detected in this corpus.

Appendix: Full Paper List

# Title Theme Type Citations
1 Meaning-Oriented Consumption: A systematic review and research agenda Knowledge Arbitrage & Carbon Neutrality Literature Review/Survey 0
2 SDG-Embeddedness in Business School Operations: State-of-the-Art Liter Knowledge Arbitrage & Carbon Neutrality Literature Review/Survey 0
3 Diving into the uncertainties of open innovation: A systematic review Knowledge Arbitrage & Carbon Neutrality Literature Review/Survey 0
4 Strategic and Serendipitous Knowledge Arbitrage: What We Know and What Knowledge Arbitrage & Carbon Neutrality Literature Review/Survey 0
5 Charting the path toward a greener world: A review of facilitating and Knowledge Arbitrage & Carbon Neutrality Literature Review/Survey 0
6 Knowledge arbitrage: what are the risks, and do they matter? Knowledge Arbitrage & Carbon Neutrality Empirical Research 0
7 Navigating the challenges of fake news and media trust: a bibliometric Knowledge Arbitrage & Carbon Neutrality Literature Review/Survey 0
8 Conceptualizing customer experience in multi-actor platforms Knowledge Arbitrage & Carbon Neutrality Conceptual/Theoretical 0
9 Operations Strategy 4.0 – What Will It Be Like and How Will It Lead to Knowledge Arbitrage & Carbon Neutrality Conceptual/Theoretical 0
10 Spectrum Industries: International Market Entry Topic -1 Case Study 0

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