SPJIMR Corpus — Thematic Analysis Report

Generated: 29 May 2026, 20:41 IST Session ID: 54 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
Empirical Research 9 90.0%
Policy & Governance 1 10.0%

2. Thematic Overview

# Theme Papers Cohesion Score Keywords
1 Industry 4.0 trade and sustainability 9 N/A —

3. Detailed Theme Analysis

Theme 0: Industry 4.0 trade and sustainability

Key Findings / Representative Excerpts:

  1. The Relationship between International Trade in Industry 4.0 Products and National-Level Sustainability Performance: An
  2. Supply chain socially sustainability practices and their impact on supply chain performance: a study from the Indian aut
  3. Green products wrapped and delivered: consumer’s preference for sustainable e-commerce practices. This study investigate
  4. How does green consumers' self-concept promote willingness to pay more? A sequential mediation effect of green product v
  5. Impact of Firm Ownership Type on Organizational Commitment and Citizenship Behaviour. In today’s globalized scenario, wh

Representative Papers:

Title Authors Journal Type
A customer experience lens for higher education in India using journey mapping a N/A N/A Empirical Research
Impact of Firm Ownership Type on Organizational Commitment and Citizenship Behav N/A N/A Empirical Research
The Relationship between International Trade in Industry 4.0 Products and Nation N/A N/A Empirical Research
How does green consumers' self-concept promote willingness to pay more? A sequen N/A N/A Empirical Research
Supply chain socially sustainability practices and their impact on supply chain N/A N/A Empirical Research
An empirical analysis of the volume-volatility nexus in crude oil markets under N/A N/A Empirical Research
Examining the role of E-government in controlling corruption: A longitudinal stu N/A N/A Policy & Governance
Analyzing the food waste reduction intentions of UK households: A Value-Attitude N/A N/A Empirical Research
Green products wrapped and delivered: consumer’s preference for sustainable e-co N/A N/A Empirical Research

4. Research Gaps & Future Directions

No significant research gaps detected in this corpus.

Appendix: Full Paper List

# Title Theme Type Citations
1 A customer experience lens for higher education in India using journey Industry 4.0 trade and sustainability Empirical Research 0
2 Impact of Firm Ownership Type on Organizational Commitment and Citizen Industry 4.0 trade and sustainability Empirical Research 0
3 The Relationship between International Trade in Industry 4.0 Products Industry 4.0 trade and sustainability Empirical Research 0
4 How does green consumers' self-concept promote willingness to pay more Industry 4.0 trade and sustainability Empirical Research 0
5 Supply chain socially sustainability practices and their impact on sup Industry 4.0 trade and sustainability Empirical Research 0
6 An empirical analysis of the volume-volatility nexus in crude oil mark Industry 4.0 trade and sustainability Empirical Research 0
7 Examining the role of E-government in controlling corruption: A longit Industry 4.0 trade and sustainability Policy & Governance 0
8 Analyzing the food waste reduction intentions of UK households: A Valu Industry 4.0 trade and sustainability Empirical Research 0
9 Green products wrapped and delivered: consumer’s preference for sustai Industry 4.0 trade and sustainability Empirical Research 0
10 Examining the Value Creation of Capital Expenditure and R&D Investment Topic -1 Empirical Research 0

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