SPJIMR Corpus — Thematic Analysis Report

Generated: 29 May 2026, 20:41 IST Session ID: 46 Total Papers Analyzed: 5 Themes Identified: 0

1. Executive Summary

This report presents the findings of a systematic thematic analysis conducted on a corpus of 5 academic papers. Using SPECTRE2 embeddings and DBSCAN clustering, the analysis identified 0 distinct thematic clusters.

Research Methodology Distribution

Methodology Type Count Percentage
Literature Review/Survey 4 80.0%
Empirical Research 1 20.0%

2. Thematic Overview

# Theme Papers Cohesion Score Keywords

Note: 5 paper(s) were classified as noise/emerging topics and did not fit cleanly into any established theme.

3. Detailed Theme Analysis

4. Research Gaps & Future Directions

No significant research gaps detected in this corpus.

Appendix: Full Paper List

# Title Theme Type Citations
1 Diving into the uncertainties of open innovation: A systematic review Knowledge arbitrage risks Literature Review/Survey 0
2 Meaning-Oriented Consumption: A systematic review and research agenda Knowledge arbitrage risks Literature Review/Survey 0
3 Navigating the challenges of fake news and media trust: a bibliometric Knowledge arbitrage risks Literature Review/Survey 0
4 Strategic and Serendipitous Knowledge Arbitrage: What We Know and What Knowledge arbitrage risks Literature Review/Survey 0
5 Knowledge arbitrage: what are the risks, and do they matter? Knowledge arbitrage risks Empirical Research 0

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