SPJIMR Corpus — Thematic Analysis Report

Generated: 29 May 2026, 20:41 IST Session ID: 1 Total Papers Analyzed: 44 Themes Identified: 9

1. Executive Summary

This report presents the findings of a systematic thematic analysis conducted on a corpus of 44 academic papers. Using SPECTRE2 embeddings and DBSCAN clustering, the analysis identified 9 distinct thematic clusters.

Research Methodology Distribution

2. Thematic Overview

3. Detailed Theme Analysis

Theme 0: Digital Social Innovation

• Papers in cluster: 24

Key Findings / Representative Excerpts:

1. GROWING A DIGITAL SOCIAL INNOVATION ECOSYSTEM .... 8 Growing a Digital Social Innovation Ecosystem for Europe INTRODUCTI
2. Making the most of digital social innovation: An exploration .... Digital social innovation (DSI) is an emerging phenome
3. Making the most of digital social innovation: An exploration. Digital social innovation (DSI) is an emerging phenomenon
4. The growth of digital social innovation in Europe. An Open Design approach to support innovation for the societal good.
5. Transforming Enterprise : The Economic and Social Implications of Information Technology. Innovators across all sectors

Representative Papers:

Theme 2: Social Impact and Innovation

• Papers in cluster: 10

Key Findings / Representative Excerpts:

1. How Social Impact and innovation Have Been Related in the Academic Literature? | Future Studies Research Journal: Trends
2. Productive interactions: societal impact of academic .... The principal tenets of this paper are that (1) knowledge prod
3. Productive interactions: societal impact of academic .... The principal tenets of this paper are that (1) knowledge prod
4. Productive interactions: Societal impact of academic research in the knowledge society | LERU. has come to the forefront
5. The Impact of Academic Research on Societal Development | Free Essay Example for Students. Academic research plays an im

Representative Papers:

Theme 1: Innovation Metrics

• Papers in cluster: 2

Key Findings / Representative Excerpts:

1. Metrics and indicators in assessing innovation and entrepreneurial ecosystems: a comparative analysis of GII and GEM.
2. Innovation and entrepreneurship in organizational university “Third Space” arrangements: Third Space and third mission i

Representative Papers:

Theme 3: AI and Organizational Culture

• Papers in cluster: 2

Key Findings / Representative Excerpts:

1. The Impact of AI and Reciprocal Symmetry on Organizational Culture and Leadership in the Digital Economy. The profound e
2. Social and technical enablers of AI integration: Implications for innovative workplace behavior in the UAE.

Representative Papers:

Theme 8: Digital Transformation in Rural Areas

• Papers in cluster: 2

Key Findings / Representative Excerpts:

1. Mind the gap: The AURORAL ecosystem for the digital transformation of smart communities and rural areas. Rural areas pla
2. Charting the Digital Frontier: A Comprehensive Bibliometric Analysis of E-Agriculture Research.

Representative Papers:

Theme 4: Digital Financial Literacy

• Papers in cluster: 1

Key Findings / Representative Excerpts:

1. Navigating digital finance: how digital financial literacy influences digital financial services use and benefits in Kor

Representative Papers:

Theme 5: Digital Disorientation in Libraries

• Papers in cluster: 1

Key Findings / Representative Excerpts:

1. Decoding digital disorientation: a conceptual framework for library engagement with adolescent mental health in a satura

Representative Papers:

Theme 6: Social Value Creation

• Papers in cluster: 1

Key Findings / Representative Excerpts:

1. Social value creation converts social capital into social and economic performance in faith based philanthropy.

Representative Papers:

Theme 7: Digital Construction Management

• Papers in cluster: 1

Key Findings / Representative Excerpts:

1. The role of digital technologies in enhancing construction project management.

Representative Papers:

4. Research Gaps & Future Directions

Sparse Themes (Under-researched Areas)

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

• Innovation Metrics — only 2 paper(s)
• AI and Organizational Culture — only 2 paper(s)
• Digital Financial Literacy — only 1 paper(s)
• Digital Disorientation in Libraries — only 1 paper(s)
• Social Value Creation — only 1 paper(s)
• Digital Construction Management — only 1 paper(s)
• Digital Transformation in Rural Areas — only 2 paper(s)

Appendix: Full Paper List

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