SPJIMR Corpus — Thematic Analysis Report

Generated: 29 May 2026, 20:41 IST Session ID: 13 Total Papers Analyzed: 63 Themes Identified: 22

1. Executive Summary

This report presents the findings of a systematic thematic analysis conducted on a corpus of 63 academic papers. Using SPECTRE2 embeddings and DBSCAN clustering, the analysis identified 22 distinct thematic clusters.

Research Methodology Distribution

2. Thematic Overview

3. Detailed Theme Analysis

Theme 0: Digital Social Innovation

• Papers in cluster: 26

Key Findings / Representative Excerpts:

1. [PDF] Digital technology in social innovation. Research recommendations Given the importance of digital technology to ma
2. Making the most of digital social innovation: An exploration into success factors. 10. Alessandro Deserti & Francesca Ri
3. Adaptive Social Innovation Derived from Digital Economy and Its Impact on Society and Policy. The traditional concept of
4. (PDF) Research Progress of Digital Social Innovation - ResearchGate. It is found that the role of digital social innovat
5. The relationship between social innovation and digital economy and society. The information age is also an era of escala

Representative Papers:

Theme 5: Academic Research Impact

• Papers in cluster: 5

Key Findings / Representative Excerpts:

1. The Impact of Academic Research on Societal Development | Free Essay Example for Students. ### 3.1. Innovation and Entre
2. The Unseen Impact of Academic Research on Society. ### Technological Advancements Every modern convenience, from smartp
3. Productive interactions: Societal impact of academic research in the knowledge society | LERU. Facebook [...] X (Twitter
4. Research: Path to Knowledge, Innovation & Academic Growth | Garhwal Post. Forum Research: Path to Knowledge, Innovation
5. Social capital. No AccessStand Alone Books1 Feb 2013Social capitalA multifaceted perspectiveAuthors/Editors: Partha Dasg

Representative Papers:

Theme 8: COVID-19 Digital Health

• Papers in cluster: 4

Key Findings / Representative Excerpts:

1. COVID-19 Digital Health Innovation Policy: A Portal to Alternative Futures in the Making. "The pandemic is a portal." In
2. What has changed? The Impact of Covid Pandemic on the Technology and Innovation Management Research Agenda. Whereas the
3. COVID‐19 and Management Education: Reflections on Challenges, Opportunities, and Potential Futures. COVID-19 is having p
4. Connecting Through Technology During the Coronavirus Disease 2019 Pandemic: Avoiding “Zoom Fatigue”. Cyberpsychology, Be

Representative Papers:

Theme 6: AI in Healthcare

• Papers in cluster: 3

Key Findings / Representative Excerpts:

1. Impacts of artificial intelligence on healthcare business models and outcomes.
2. (PDF) Research Paper: The Evolution of Artificial Intelligence and Its Impact on Society. Recent development in AI has e
3. From Intelligence to Trust: Evaluating AI-Powered Service Quality for User Satisfaction and Continuance in mHealth.

Representative Papers:

Theme 10: Farmer Attitude to ICT

• Papers in cluster: 3

Key Findings / Representative Excerpts:

1. Scale to Measure Farmers’ Attitude towards ICT-Based Agro-Advisory Services.
2. Development and Validation of AgTech-Enabled Market Access Scale for Hi-Tech Agriculture.
3. Charting the Digital Frontier: A Comprehensive Bibliometric Analysis of E-Agriculture Research.

Representative Papers:

Theme 1: Health and Gamification

• Papers in cluster: 2

Key Findings / Representative Excerpts:

1. Unlocking health participation: enhancing customer experiences in public health social media communities.
2. Driving green food consumption values: the impact of gamified branded apps on consumer behaviour.

Representative Papers:

Theme 2: Informality and CSR

• Papers in cluster: 2

Key Findings / Representative Excerpts:

1. Informality. No AccessWorld Bank Latin American and Caribbean Studies1 Feb 2013InformalityExit and ExclusionAuthors/Edit
2. Online disclosure of corporate social responsibility in the Spanish wine sector: influence of organisational and digital

Representative Papers:

Theme 3: LLMs and Decision Support

• Papers in cluster: 2

Key Findings / Representative Excerpts:

1. Integrating large language models with industrial simulation for multi-level decision support: an innovation management
2. Leadership architectures for digital innovation: extending upper echelons theory through expert-coded evidence articulat

Representative Papers:

Theme 4: Political Economy

• Papers in cluster: 2

Key Findings / Representative Excerpts:

1. The Political Economy of Democratic Decentralization. No AccessDirections in Development - General1 Feb 2013The Politica
2. Financial Development and Economic Growth: Views and Agenda. No AccessPolicy Research Working Papers21 Jun 2013Financial

Representative Papers:

Theme 7: Co-creation in Rural Development

• Papers in cluster: 2

Key Findings / Representative Excerpts:

1. Key factors driving the co-creation of collaborative improvement and innovation in rural development ecosystems.
2. Co-creation in primary healthcare: a qualitative study of collaboration between welfare technologists and healthcare pro

Representative Papers:

Theme 9: Web 2.0 in Education

• Papers in cluster: 1

Key Findings / Representative Excerpts:

1. Review of Learning 2.0 Practices: Study on the Impact of Web 2.0 Innovations on Education and Training in Europe. Over t

Representative Papers:

Theme 11: Digital Privacy in Ukraine

• Papers in cluster: 1

Key Findings / Representative Excerpts:

1. Regulating Digital Privacy and Surveillance in Ukraine: Legal Gaps and Harmonization with EU Standards in the Age of Big

Representative Papers:

Theme 12: EduTubers on Instagram

• Papers in cluster: 1

Key Findings / Representative Excerpts:

1. The identity of eduTubers projected on Instagram.

Representative Papers:

Theme 13: Digital Disorientation

• 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 14: Digitalization and CO2

• Papers in cluster: 1

Key Findings / Representative Excerpts:

1. Is digitalization leading to CO2 emission cutting?.

Representative Papers:

Theme 15: Soft Skills in Journals

• Papers in cluster: 1

Key Findings / Representative Excerpts:

1. Soft Skills in Editorial and Communicational Management of Scientific Journals.

Representative Papers:

Theme 16: IoT Vision

• Papers in cluster: 1

Key Findings / Representative Excerpts:

1. Internet of Things (IoT): A vision, architectural elements, and future directions.

Representative Papers:

Theme 17: Autonomous Vehicles

• Papers in cluster: 1

Key Findings / Representative Excerpts:

1. Connected and Automated Vehicles: Infrastructure, Applications, Security, Critical Challenges, and Future Aspects. Auton

Representative Papers:

Theme 18: NFTs and Identity

• Papers in cluster: 1

Key Findings / Representative Excerpts:

1. To be or to want to be: how followers engage with NFTs, their communities and how it influences their identity journey.

Representative Papers:

Theme 19: Bot Protection

• Papers in cluster: 1

Key Findings / Representative Excerpts:

1. Making sure you're not a bot!. Protected by BotStopper From Techaro. Made with ❤️ in 🇨🇦. Pour toutes questions ou comme

Representative Papers:

Theme 20: Globalization and Sovereignty

• Papers in cluster: 1

Key Findings / Representative Excerpts:

1. Globalisation and its impact on the state legal order: challenges to state sovereignty.

Representative Papers:

Theme 21: AI Workforce Narratives

• Papers in cluster: 1

Key Findings / Representative Excerpts:

1. Tracking Topic Drift in AI and Workforce Narratives on Reddit: A Longitudinal Visualization from 2010–2024.

Representative Papers:

4. Research Gaps & Future Directions

Sparse Themes (Under-researched Areas)

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

• Health and Gamification — only 2 paper(s)
• Informality and CSR — only 2 paper(s)
• LLMs and Decision Support — only 2 paper(s)
• Political Economy — only 2 paper(s)
• AI in Healthcare — only 3 paper(s)
• Co-creation in Rural Development — only 2 paper(s)
• Web 2.0 in Education — only 1 paper(s)
• Farmer Attitude to ICT — only 3 paper(s)
• Digital Privacy in Ukraine — only 1 paper(s)
• EduTubers on Instagram — only 1 paper(s)
• Digital Disorientation — only 1 paper(s)
• Digitalization and CO2 — only 1 paper(s)
• Soft Skills in Journals — only 1 paper(s)
• IoT Vision — only 1 paper(s)
• Autonomous Vehicles — only 1 paper(s)
• NFTs and Identity — only 1 paper(s)
• Bot Protection — only 1 paper(s)
• Globalization and Sovereignty — only 1 paper(s)
• AI Workforce Narratives — only 1 paper(s)

Appendix: Full Paper List

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