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<title>SPJIMR Thematic Analysis Report — Session 13</title>
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<h1>SPJIMR Corpus — Thematic Analysis Report</h1>
<p><strong>Generated:</strong> 29 May 2026, 20:41 IST
<strong>Session ID:</strong> 13
<strong>Total Papers Analyzed:</strong> 63
<strong>Themes Identified:</strong> 22</p>
<hr />
<h2>1. Executive Summary</h2>
<p>This report presents the findings of a systematic thematic analysis conducted on a corpus of <strong>63 academic papers</strong>. Using SPECTRE2 embeddings and DBSCAN clustering, the analysis identified <strong>22 distinct thematic clusters</strong>.</p>
<h3>Research Methodology Distribution</h3>
<table>
<thead>
<tr>
<th>Methodology Type</th>
<th>Count</th>
<th>Percentage</th>
</tr>
</thead>
<tbody>
<tr>
<td>None</td>
<td>63</td>
<td>100.0%</td>
</tr>
</tbody>
</table>
<hr />
<h2>2. Thematic Overview</h2>
<table>
<thead>
<tr>
<th>#</th>
<th>Theme</th>
<th>Papers</th>
<th>Cohesion Score</th>
<th>Keywords</th>
</tr>
</thead>
<tbody>
<tr>
<td>1</td>
<td>Digital Social Innovation</td>
<td>26</td>
<td>N/A</td>
<td></td>
</tr>
<tr>
<td>2</td>
<td>Academic Research Impact</td>
<td>5</td>
<td>N/A</td>
<td></td>
</tr>
<tr>
<td>3</td>
<td>COVID-19 Digital Health</td>
<td>4</td>
<td>N/A</td>
<td></td>
</tr>
<tr>
<td>4</td>
<td>AI in Healthcare</td>
<td>3</td>
<td>N/A</td>
<td></td>
</tr>
<tr>
<td>5</td>
<td>Farmer Attitude to ICT</td>
<td>3</td>
<td>N/A</td>
<td></td>
</tr>
<tr>
<td>6</td>
<td>Health and Gamification</td>
<td>2</td>
<td>N/A</td>
<td></td>
</tr>
<tr>
<td>7</td>
<td>Informality and CSR</td>
<td>2</td>
<td>N/A</td>
<td></td>
</tr>
<tr>
<td>8</td>
<td>LLMs and Decision Support</td>
<td>2</td>
<td>N/A</td>
<td></td>
</tr>
<tr>
<td>9</td>
<td>Political Economy</td>
<td>2</td>
<td>N/A</td>
<td></td>
</tr>
<tr>
<td>10</td>
<td>Co-creation in Rural Development</td>
<td>2</td>
<td>N/A</td>
<td></td>
</tr>
<tr>
<td>11</td>
<td>Web 2.0 in Education</td>
<td>1</td>
<td>N/A</td>
<td></td>
</tr>
<tr>
<td>12</td>
<td>Digital Privacy in Ukraine</td>
<td>1</td>
<td>N/A</td>
<td></td>
</tr>
<tr>
<td>13</td>
<td>EduTubers on Instagram</td>
<td>1</td>
<td>N/A</td>
<td></td>
</tr>
<tr>
<td>14</td>
<td>Digital Disorientation</td>
<td>1</td>
<td>N/A</td>
<td></td>
</tr>
<tr>
<td>15</td>
<td>Digitalization and CO2</td>
<td>1</td>
<td>N/A</td>
<td></td>
</tr>
<tr>
<td>16</td>
<td>Soft Skills in Journals</td>
<td>1</td>
<td>N/A</td>
<td></td>
</tr>
<tr>
<td>17</td>
<td>IoT Vision</td>
<td>1</td>
<td>N/A</td>
<td></td>
</tr>
<tr>
<td>18</td>
<td>Autonomous Vehicles</td>
<td>1</td>
<td>N/A</td>
<td></td>
</tr>
<tr>
<td>19</td>
<td>NFTs and Identity</td>
<td>1</td>
<td>N/A</td>
<td></td>
</tr>
<tr>
<td>20</td>
<td>Bot Protection</td>
<td>1</td>
<td>N/A</td>
<td></td>
</tr>
<tr>
<td>21</td>
<td>Globalization and Sovereignty</td>
<td>1</td>
<td>N/A</td>
<td></td>
</tr>
<tr>
<td>22</td>
<td>AI Workforce Narratives</td>
<td>1</td>
<td>N/A</td>
<td></td>
</tr>
</tbody>
</table>
<hr />
<h2>3. Detailed Theme Analysis</h2>
<h3>Theme 0: Digital Social Innovation</h3>
<ul>
<li><strong>Papers in cluster:</strong> 26</li>
</ul>
<p><strong>Key Findings / Representative Excerpts:</strong></p>
<ol>
<li>[PDF] Digital technology in social innovation. Research recommendations Given the importance of digital technology to ma</li>
<li>Making the most of digital social innovation: An exploration into success factors. 10. Alessandro Deserti &amp; Francesca Ri</li>
<li>Adaptive Social Innovation Derived from Digital Economy and Its Impact on Society and Policy. The traditional concept of</li>
<li>(PDF) Research Progress of Digital Social Innovation - ResearchGate. It is found that the role of digital social innovat</li>
<li>The relationship between social innovation and digital economy and society. The information age is also an era of escala</li>
</ol>
<p><strong>Representative Papers:</strong></p>
<table>
<thead>
<tr>
<th>Title</th>
<th>Authors</th>
<th>Journal</th>
<th>Type</th>
</tr>
</thead>
<tbody>
<tr>
<td>Fashion 4.0. Innovating fashion industry through digital transformation</td>
<td>Paola Bertola, José Teunissen</td>
<td>Research Journal of Textile and Apparel</td>
<td></td>
</tr>
<tr>
<td>Making the most of digital social innovation: An exploration into success factor</td>
<td>N/A</td>
<td>N/A</td>
<td></td>
</tr>
<tr>
<td>[PDF] GROWING A DIGITAL SOCIAL INNOVATION ECOSYSTEM FOR ...</td>
<td>N/A</td>
<td>N/A</td>
<td></td>
</tr>
<tr>
<td>Phygital technologies and environments for breakthrough innovation in customers'</td>
<td>Pasquale Del Vecchio, Giustina Secundo, Antonello</td>
<td>Technological Forecasting and Social Cha</td>
<td></td>
</tr>
<tr>
<td>DIGITAL ECONOMY AND A NEW PARADIGM OF THE LABOR MARKET</td>
<td>E. Sadovaya</td>
<td>World Economy and International Relation</td>
<td></td>
</tr>
<tr>
<td>The relationship between social innovation and digital economy and society</td>
<td>Szabolcs Nagy, Mariann Veresné Somosi</td>
<td>Regional Statistics</td>
<td></td>
</tr>
<tr>
<td>The Making of Responsible Innovation and Technology: An Overview and Framework</td>
<td>Wenda Li, Tan Yiğitcanlar, Will N. Browne, Alireza</td>
<td>Smart Cities</td>
<td></td>
</tr>
<tr>
<td>Digital Social Change → Academic</td>
<td>N/A</td>
<td>N/A</td>
<td></td>
</tr>
<tr>
<td>[PDF] Digital technology in social innovation</td>
<td>N/A</td>
<td>N/A</td>
<td></td>
</tr>
<tr>
<td>The role of digital social innovations to address SDGs: A systematic review - Pu</td>
<td>N/A</td>
<td>N/A</td>
<td></td>
</tr>
<tr>
<td><em>... and 16 more</em></td>
<td></td>
<td></td>
<td></td>
</tr>
</tbody>
</table>
<hr />
<h3>Theme 5: Academic Research Impact</h3>
<ul>
<li><strong>Papers in cluster:</strong> 5</li>
</ul>
<p><strong>Key Findings / Representative Excerpts:</strong></p>
<ol>
<li>The Impact of Academic Research on Societal Development | Free Essay Example for Students. ### 3.1. Innovation and Entre</li>
<li>The Unseen Impact of Academic Research on Society. ### Technological Advancements Every modern convenience, from smartp</li>
<li>Productive interactions: Societal impact of academic research in the knowledge society | LERU. Facebook [...] X (Twitter</li>
<li>Research: Path to Knowledge, Innovation &amp; Academic Growth | Garhwal Post. Forum Research: Path to Knowledge, Innovation</li>
<li>Social capital. No AccessStand Alone Books1 Feb 2013Social capitalA multifaceted perspectiveAuthors/Editors: Partha Dasg</li>
</ol>
<p><strong>Representative Papers:</strong></p>
<table>
<thead>
<tr>
<th>Title</th>
<th>Authors</th>
<th>Journal</th>
<th>Type</th>
</tr>
</thead>
<tbody>
<tr>
<td>Productive interactions: Societal impact of academic research in the knowledge s</td>
<td>N/A</td>
<td>N/A</td>
<td></td>
</tr>
<tr>
<td>The Impact of Academic Research on Societal Development</td>
<td>Free Essay Example for</td>
<td>N/A</td>
<td>N/A</td>
</tr>
<tr>
<td>The Unseen Impact of Academic Research on Society</td>
<td>N/A</td>
<td>N/A</td>
<td></td>
</tr>
<tr>
<td>Research: Path to Knowledge, Innovation &amp; Academic Growth</td>
<td>Garhwal Post</td>
<td>N/A</td>
<td>N/A</td>
</tr>
<tr>
<td>Social capital</td>
<td>Partha Dasgupta, Ismaïl Serageldin</td>
<td>The World Bank eBooks</td>
<td></td>
</tr>
</tbody>
</table>
<hr />
<h3>Theme 8: COVID-19 Digital Health</h3>
<ul>
<li><strong>Papers in cluster:</strong> 4</li>
</ul>
<p><strong>Key Findings / Representative Excerpts:</strong></p>
<ol>
<li>COVID-19 Digital Health Innovation Policy: A Portal to Alternative Futures in the Making. "The pandemic is a portal." In</li>
<li>What has changed? The Impact of Covid Pandemic on the Technology and Innovation Management Research Agenda. Whereas the</li>
<li>COVID‐19 and Management Education: Reflections on Challenges, Opportunities, and Potential Futures. COVID-19 is having p</li>
<li>Connecting Through Technology During the Coronavirus Disease 2019 Pandemic: Avoiding “Zoom Fatigue”. Cyberpsychology, Be</li>
</ol>
<p><strong>Representative Papers:</strong></p>
<table>
<thead>
<tr>
<th>Title</th>
<th>Authors</th>
<th>Journal</th>
<th>Type</th>
</tr>
</thead>
<tbody>
<tr>
<td>COVID-19 Digital Health Innovation Policy: A Portal to Alternative Futures in th</td>
<td>Mustafa Bayram, Simon Springer, Colin Garvey, Vura</td>
<td>OMICS A Journal of Integrative Biology</td>
<td></td>
</tr>
<tr>
<td>What has changed? The Impact of Covid Pandemic on the Technology and Innovation</td>
<td>Gerard George, Karim R. Lakhani, Phanish Puranam</td>
<td>Journal of Management Studies</td>
<td></td>
</tr>
<tr>
<td>Connecting Through Technology During the Coronavirus Disease 2019 Pandemic: Avoi</td>
<td>Brenda K. Wiederhold</td>
<td>Cyberpsychology Behavior and Social Netw</td>
<td></td>
</tr>
<tr>
<td>COVID‐19 and Management Education: Reflections on Challenges, Opportunities, and</td>
<td>Stephen Brammer, Timothy Clark</td>
<td>British Journal of Management</td>
<td></td>
</tr>
</tbody>
</table>
<hr />
<h3>Theme 6: AI in Healthcare</h3>
<ul>
<li><strong>Papers in cluster:</strong> 3</li>
</ul>
<p><strong>Key Findings / Representative Excerpts:</strong></p>
<ol>
<li>Impacts of artificial intelligence on healthcare business models and outcomes.</li>
<li>(PDF) Research Paper: The Evolution of Artificial Intelligence and Its Impact on Society. Recent development in AI has e</li>
<li>From Intelligence to Trust: Evaluating AI-Powered Service Quality for User Satisfaction and Continuance in mHealth.</li>
</ol>
<p><strong>Representative Papers:</strong></p>
<table>
<thead>
<tr>
<th>Title</th>
<th>Authors</th>
<th>Journal</th>
<th>Type</th>
</tr>
</thead>
<tbody>
<tr>
<td>Impacts of artificial intelligence on healthcare business models and outcomes</td>
<td>Muhammad Kakale M.</td>
<td>Journal of Health Organization and Manag</td>
<td></td>
</tr>
<tr>
<td>(PDF) Research Paper: The Evolution of Artificial Intelligence and Its Impact on</td>
<td>N/A</td>
<td>N/A</td>
<td></td>
</tr>
<tr>
<td>From Intelligence to Trust: Evaluating AI-Powered Service Quality for User Satis</td>
<td>Abdellatief M.</td>
<td>Statistics Optimization and Information</td>
<td></td>
</tr>
</tbody>
</table>
<hr />
<h3>Theme 10: Farmer Attitude to ICT</h3>
<ul>
<li><strong>Papers in cluster:</strong> 3</li>
</ul>
<p><strong>Key Findings / Representative Excerpts:</strong></p>
<ol>
<li>Scale to Measure Farmers’ Attitude towards ICT-Based Agro-Advisory Services.</li>
<li>Development and Validation of AgTech-Enabled Market Access Scale for Hi-Tech Agriculture.</li>
<li>Charting the Digital Frontier: A Comprehensive Bibliometric Analysis of E-Agriculture Research.</li>
</ol>
<p><strong>Representative Papers:</strong></p>
<table>
<thead>
<tr>
<th>Title</th>
<th>Authors</th>
<th>Journal</th>
<th>Type</th>
</tr>
</thead>
<tbody>
<tr>
<td>Scale to Measure Farmers’ Attitude towards ICT-Based Agro-Advisory Services</td>
<td>Paliwal H.</td>
<td>Indian Journal of Extension Education</td>
<td></td>
</tr>
<tr>
<td>Development and Validation of AgTech-Enabled Market Access Scale for Hi-Tech Agr</td>
<td>Sownthariya S.</td>
<td>Indian Journal of Extension Education</td>
<td></td>
</tr>
<tr>
<td>Charting the Digital Frontier: A Comprehensive Bibliometric Analysis of E-Agricu</td>
<td>Boshnjaku A.</td>
<td>International Journal of Innovative Tech</td>
<td></td>
</tr>
</tbody>
</table>
<hr />
<h3>Theme 1: Health and Gamification</h3>
<ul>
<li><strong>Papers in cluster:</strong> 2</li>
</ul>
<p><strong>Key Findings / Representative Excerpts:</strong></p>
<ol>
<li>Unlocking health participation: enhancing customer experiences in public health social media communities.</li>
<li>Driving green food consumption values: the impact of gamified branded apps on consumer behaviour.</li>
</ol>
<p><strong>Representative Papers:</strong></p>
<table>
<thead>
<tr>
<th>Title</th>
<th>Authors</th>
<th>Journal</th>
<th>Type</th>
</tr>
</thead>
<tbody>
<tr>
<td>Unlocking health participation: enhancing customer experiences in public health</td>
<td>Alzahrani M.S.J.</td>
<td>Journal of Service Theory and Practice</td>
<td></td>
</tr>
<tr>
<td>Driving green food consumption values: the impact of gamified branded apps on co</td>
<td>La Ragione G.</td>
<td>British Food Journal</td>
<td></td>
</tr>
</tbody>
</table>
<hr />
<h3>Theme 2: Informality and CSR</h3>
<ul>
<li><strong>Papers in cluster:</strong> 2</li>
</ul>
<p><strong>Key Findings / Representative Excerpts:</strong></p>
<ol>
<li>Informality. No AccessWorld Bank Latin American and Caribbean Studies1 Feb 2013InformalityExit and ExclusionAuthors/Edit</li>
<li>Online disclosure of corporate social responsibility in the Spanish wine sector: influence of organisational and digital</li>
</ol>
<p><strong>Representative Papers:</strong></p>
<table>
<thead>
<tr>
<th>Title</th>
<th>Authors</th>
<th>Journal</th>
<th>Type</th>
</tr>
</thead>
<tbody>
<tr>
<td>Online disclosure of corporate social responsibility in the Spanish wine sector:</td>
<td>Bernal-Jurado E.</td>
<td>British Food Journal</td>
<td></td>
</tr>
<tr>
<td>Informality</td>
<td>Guillermo Perry, Omar Arias, Pablo Fajnzylber, Wil</td>
<td>The World Bank eBooks</td>
<td></td>
</tr>
</tbody>
</table>
<hr />
<h3>Theme 3: LLMs and Decision Support</h3>
<ul>
<li><strong>Papers in cluster:</strong> 2</li>
</ul>
<p><strong>Key Findings / Representative Excerpts:</strong></p>
<ol>
<li>Integrating large language models with industrial simulation for multi-level decision support: an innovation management</li>
<li>Leadership architectures for digital innovation: extending upper echelons theory through expert-coded evidence articulat</li>
</ol>
<p><strong>Representative Papers:</strong></p>
<table>
<thead>
<tr>
<th>Title</th>
<th>Authors</th>
<th>Journal</th>
<th>Type</th>
</tr>
</thead>
<tbody>
<tr>
<td>Leadership architectures for digital innovation: extending upper echelons theory</td>
<td>Bonelli M.I.</td>
<td>Journal of Organizational Change Managem</td>
<td></td>
</tr>
<tr>
<td>Integrating large language models with industrial simulation for multi-level dec</td>
<td>Cimino A.</td>
<td>European Journal of Innovation Managemen</td>
<td></td>
</tr>
</tbody>
</table>
<hr />
<h3>Theme 4: Political Economy</h3>
<ul>
<li><strong>Papers in cluster:</strong> 2</li>
</ul>
<p><strong>Key Findings / Representative Excerpts:</strong></p>
<ol>
<li>The Political Economy of Democratic Decentralization. No AccessDirections in Development - General1 Feb 2013The Politica</li>
<li>Financial Development and Economic Growth: Views and Agenda. No AccessPolicy Research Working Papers21 Jun 2013Financial</li>
</ol>
<p><strong>Representative Papers:</strong></p>
<table>
<thead>
<tr>
<th>Title</th>
<th>Authors</th>
<th>Journal</th>
<th>Type</th>
</tr>
</thead>
<tbody>
<tr>
<td>Financial Development and Economic Growth: Views and Agenda</td>
<td>Ross Levine</td>
<td>World Bank policy research working paper</td>
<td></td>
</tr>
<tr>
<td>The Political Economy of Democratic Decentralization</td>
<td>James Manor</td>
<td>The World Bank eBooks</td>
<td></td>
</tr>
</tbody>
</table>
<hr />
<h3>Theme 7: Co-creation in Rural Development</h3>
<ul>
<li><strong>Papers in cluster:</strong> 2</li>
</ul>
<p><strong>Key Findings / Representative Excerpts:</strong></p>
<ol>
<li>Key factors driving the co-creation of collaborative improvement and innovation in rural development ecosystems.</li>
<li>Co-creation in primary healthcare: a qualitative study of collaboration between welfare technologists and healthcare pro</li>
</ol>
<p><strong>Representative Papers:</strong></p>
<table>
<thead>
<tr>
<th>Title</th>
<th>Authors</th>
<th>Journal</th>
<th>Type</th>
</tr>
</thead>
<tbody>
<tr>
<td>Co-creation in primary healthcare: a qualitative study of collaboration between</td>
<td>Teig I.L.</td>
<td>Journal of Health Organization and Manag</td>
<td></td>
</tr>
<tr>
<td>Key factors driving the co-creation of collaborative improvement and innovation</td>
<td>Östberg L.</td>
<td>Journal of Service Theory and Practice</td>
<td></td>
</tr>
</tbody>
</table>
<hr />
<h3>Theme 9: Web 2.0 in Education</h3>
<ul>
<li><strong>Papers in cluster:</strong> 1</li>
</ul>
<p><strong>Key Findings / Representative Excerpts:</strong></p>
<ol>
<li>Review of Learning 2.0 Practices: Study on the Impact of Web 2.0 Innovations on Education and Training in Europe. Over t</li>
</ol>
<p><strong>Representative Papers:</strong></p>
<table>
<thead>
<tr>
<th>Title</th>
<th>Authors</th>
<th>Journal</th>
<th>Type</th>
</tr>
</thead>
<tbody>
<tr>
<td>Review of Learning 2.0 Practices: Study on the Impact of Web 2.0 Innovations on</td>
<td>Christine Redecker</td>
<td>RePEc: Research Papers in Economics</td>
<td></td>
</tr>
</tbody>
</table>
<hr />
<h3>Theme 11: Digital Privacy in Ukraine</h3>
<ul>
<li><strong>Papers in cluster:</strong> 1</li>
</ul>
<p><strong>Key Findings / Representative Excerpts:</strong></p>
<ol>
<li>Regulating Digital Privacy and Surveillance in Ukraine: Legal Gaps and Harmonization with EU Standards in the Age of Big</li>
</ol>
<p><strong>Representative Papers:</strong></p>
<table>
<thead>
<tr>
<th>Title</th>
<th>Authors</th>
<th>Journal</th>
<th>Type</th>
</tr>
</thead>
<tbody>
<tr>
<td>Regulating Digital Privacy and Surveillance in Ukraine: Legal Gaps and Harmoniza</td>
<td>Demydova L.</td>
<td>International Journal of Law and Society</td>
<td></td>
</tr>
</tbody>
</table>
<hr />
<h3>Theme 12: EduTubers on Instagram</h3>
<ul>
<li><strong>Papers in cluster:</strong> 1</li>
</ul>
<p><strong>Key Findings / Representative Excerpts:</strong></p>
<ol>
<li>The identity of eduTubers projected on Instagram.</li>
</ol>
<p><strong>Representative Papers:</strong></p>
<table>
<thead>
<tr>
<th>Title</th>
<th>Authors</th>
<th>Journal</th>
<th>Type</th>
</tr>
</thead>
<tbody>
<tr>
<td>The identity of eduTubers projected on Instagram</td>
<td>Pasquel-López C.</td>
<td>Revista Latina De Comunicacion Social</td>
<td></td>
</tr>
</tbody>
</table>
<hr />
<h3>Theme 13: Digital Disorientation</h3>
<ul>
<li><strong>Papers in cluster:</strong> 1</li>
</ul>
<p><strong>Key Findings / Representative Excerpts:</strong></p>
<ol>
<li>Decoding digital disorientation: a conceptual framework for library engagement with adolescent mental health in a satura</li>
</ol>
<p><strong>Representative Papers:</strong></p>
<table>
<thead>
<tr>
<th>Title</th>
<th>Authors</th>
<th>Journal</th>
<th>Type</th>
</tr>
</thead>
<tbody>
<tr>
<td>Decoding digital disorientation: a conceptual framework for library engagement w</td>
<td>Carlsson N.F.</td>
<td>Journal of Documentation</td>
<td></td>
</tr>
</tbody>
</table>
<hr />
<h3>Theme 14: Digitalization and CO2</h3>
<ul>
<li><strong>Papers in cluster:</strong> 1</li>
</ul>
<p><strong>Key Findings / Representative Excerpts:</strong></p>
<ol>
<li>Is digitalization leading to CO2 emission cutting?.</li>
</ol>
<p><strong>Representative Papers:</strong></p>
<table>
<thead>
<tr>
<th>Title</th>
<th>Authors</th>
<th>Journal</th>
<th>Type</th>
</tr>
</thead>
<tbody>
<tr>
<td>Is digitalization leading to CO2 emission cutting?</td>
<td>Emous R.v.</td>
<td>Journal of Economic Studies</td>
<td></td>
</tr>
</tbody>
</table>
<hr />
<h3>Theme 15: Soft Skills in Journals</h3>
<ul>
<li><strong>Papers in cluster:</strong> 1</li>
</ul>
<p><strong>Key Findings / Representative Excerpts:</strong></p>
<ol>
<li>Soft Skills in Editorial and Communicational Management of Scientific Journals.</li>
</ol>
<p><strong>Representative Papers:</strong></p>
<table>
<thead>
<tr>
<th>Title</th>
<th>Authors</th>
<th>Journal</th>
<th>Type</th>
</tr>
</thead>
<tbody>
<tr>
<td>Soft Skills in Editorial and Communicational Management of Scientific Journals</td>
<td>Estrada J.M.C.</td>
<td>Revista Latina De Comunicacion Social</td>
<td></td>
</tr>
</tbody>
</table>
<hr />
<h3>Theme 16: IoT Vision</h3>
<ul>
<li><strong>Papers in cluster:</strong> 1</li>
</ul>
<p><strong>Key Findings / Representative Excerpts:</strong></p>
<ol>
<li>Internet of Things (IoT): A vision, architectural elements, and future directions.</li>
</ol>
<p><strong>Representative Papers:</strong></p>
<table>
<thead>
<tr>
<th>Title</th>
<th>Authors</th>
<th>Journal</th>
<th>Type</th>
</tr>
</thead>
<tbody>
<tr>
<td>Internet of Things (IoT): A vision, architectural elements, and future direction</td>
<td>Jayavardhana Gubbi, Rajkumar Buyya, Slaven Marusic</td>
<td>Future Generation Computer Systems</td>
<td></td>
</tr>
</tbody>
</table>
<hr />
<h3>Theme 17: Autonomous Vehicles</h3>
<ul>
<li><strong>Papers in cluster:</strong> 1</li>
</ul>
<p><strong>Key Findings / Representative Excerpts:</strong></p>
<ol>
<li>Connected and Automated Vehicles: Infrastructure, Applications, Security, Critical Challenges, and Future Aspects. Auton</li>
</ol>
<p><strong>Representative Papers:</strong></p>
<table>
<thead>
<tr>
<th>Title</th>
<th>Authors</th>
<th>Journal</th>
<th>Type</th>
</tr>
</thead>
<tbody>
<tr>
<td>Connected and Automated Vehicles: Infrastructure, Applications, Security, Critic</td>
<td>Memoona Sadaf, Zafar Iqbal, Abdul Rehman Javed, Ir</td>
<td>Technologies</td>
<td></td>
</tr>
</tbody>
</table>
<hr />
<h3>Theme 18: NFTs and Identity</h3>
<ul>
<li><strong>Papers in cluster:</strong> 1</li>
</ul>
<p><strong>Key Findings / Representative Excerpts:</strong></p>
<ol>
<li>To be or to want to be: how followers engage with NFTs, their communities and how it influences their identity journey.</li>
</ol>
<p><strong>Representative Papers:</strong></p>
<table>
<thead>
<tr>
<th>Title</th>
<th>Authors</th>
<th>Journal</th>
<th>Type</th>
</tr>
</thead>
<tbody>
<tr>
<td>To be or to want to be: how followers engage with NFTs, their communities and ho</td>
<td>Nevi G.</td>
<td>European Journal of Marketing</td>
<td></td>
</tr>
</tbody>
</table>
<hr />
<h3>Theme 19: Bot Protection</h3>
<ul>
<li><strong>Papers in cluster:</strong> 1</li>
</ul>
<p><strong>Key Findings / Representative Excerpts:</strong></p>
<ol>
<li>Making sure you're not a bot!. Protected by BotStopper From Techaro. Made with ❤️ in 🇨🇦. Pour toutes questions ou comme</li>
</ol>
<p><strong>Representative Papers:</strong></p>
<table>
<thead>
<tr>
<th>Title</th>
<th>Authors</th>
<th>Journal</th>
<th>Type</th>
</tr>
</thead>
<tbody>
<tr>
<td>Making sure you're not a bot!</td>
<td>N/A</td>
<td>N/A</td>
<td></td>
</tr>
</tbody>
</table>
<hr />
<h3>Theme 20: Globalization and Sovereignty</h3>
<ul>
<li><strong>Papers in cluster:</strong> 1</li>
</ul>
<p><strong>Key Findings / Representative Excerpts:</strong></p>
<ol>
<li>Globalisation and its impact on the state legal order: challenges to state sovereignty.</li>
</ol>
<p><strong>Representative Papers:</strong></p>
<table>
<thead>
<tr>
<th>Title</th>
<th>Authors</th>
<th>Journal</th>
<th>Type</th>
</tr>
</thead>
<tbody>
<tr>
<td>Globalisation and its impact on the state legal order: challenges to state sover</td>
<td>Kahraman B.</td>
<td>Clio Revista De Historia Ciencias Humana</td>
<td></td>
</tr>
</tbody>
</table>
<hr />
<h3>Theme 21: AI Workforce Narratives</h3>
<ul>
<li><strong>Papers in cluster:</strong> 1</li>
</ul>
<p><strong>Key Findings / Representative Excerpts:</strong></p>
<ol>
<li>Tracking Topic Drift in AI and Workforce Narratives on Reddit: A Longitudinal Visualization from 2010–2024.</li>
</ol>
<p><strong>Representative Papers:</strong></p>
<table>
<thead>
<tr>
<th>Title</th>
<th>Authors</th>
<th>Journal</th>
<th>Type</th>
</tr>
</thead>
<tbody>
<tr>
<td>Tracking Topic Drift in AI and Workforce Narratives on Reddit: A Longitudinal Vi</td>
<td>Baholli I.</td>
<td>International Journal of Innovative Tech</td>
<td></td>
</tr>
</tbody>
</table>
<hr />
<h2>4. Research Gaps &amp; Future Directions</h2>
<h3>Sparse Themes (Under-researched Areas)</h3>
<p>These themes have fewer than 4 papers, indicating potential research gaps:</p>
<ul>
<li><strong>Health and Gamification</strong> — only 2 paper(s)</li>
<li><strong>Informality and CSR</strong> — only 2 paper(s)</li>
<li><strong>LLMs and Decision Support</strong> — only 2 paper(s)</li>
<li><strong>Political Economy</strong> — only 2 paper(s)</li>
<li><strong>AI in Healthcare</strong> — only 3 paper(s)</li>
<li><strong>Co-creation in Rural Development</strong> — only 2 paper(s)</li>
<li><strong>Web 2.0 in Education</strong> — only 1 paper(s)</li>
<li><strong>Farmer Attitude to ICT</strong> — only 3 paper(s)</li>
<li><strong>Digital Privacy in Ukraine</strong> — only 1 paper(s)</li>
<li><strong>EduTubers on Instagram</strong> — only 1 paper(s)</li>
<li><strong>Digital Disorientation</strong> — only 1 paper(s)</li>
<li><strong>Digitalization and CO2</strong> — only 1 paper(s)</li>
<li><strong>Soft Skills in Journals</strong> — only 1 paper(s)</li>
<li><strong>IoT Vision</strong> — only 1 paper(s)</li>
<li><strong>Autonomous Vehicles</strong> — only 1 paper(s)</li>
<li><strong>NFTs and Identity</strong> — only 1 paper(s)</li>
<li><strong>Bot Protection</strong> — only 1 paper(s)</li>
<li><strong>Globalization and Sovereignty</strong> — only 1 paper(s)</li>
<li><strong>AI Workforce Narratives</strong> — only 1 paper(s)</li>
</ul>
<hr />
<h2>Appendix: Full Paper List</h2>
<table>
<thead>
<tr>
<th>#</th>
<th>Title</th>
<th>Theme</th>
<th>Type</th>
<th>Citations</th>
</tr>
</thead>
<tbody>
<tr>
<td>1</td>
<td>Tracking Topic Drift in AI and Workforce Narratives on Reddit: A Longi</td>
<td>AI Workforce Narratives</td>
<td></td>
<td>0</td>
</tr>
<tr>
<td>2</td>
<td>Impacts of artificial intelligence on healthcare business models and o</td>
<td>AI in Healthcare</td>
<td></td>
<td>0</td>
</tr>
<tr>
<td>3</td>
<td>(PDF) Research Paper: The Evolution of Artificial Intelligence and Its</td>
<td>AI in Healthcare</td>
<td></td>
<td>0</td>
</tr>
<tr>
<td>4</td>
<td>From Intelligence to Trust: Evaluating AI-Powered Service Quality for</td>
<td>AI in Healthcare</td>
<td></td>
<td>0</td>
</tr>
<tr>
<td>5</td>
<td>Productive interactions: Societal impact of academic research in the k</td>
<td>Academic Research Impact</td>
<td></td>
<td>0</td>
</tr>
<tr>
<td>6</td>
<td>The Impact of Academic Research on Societal Development</td>
<td>Free Essay E</td>
<td>Academic Research Impact</td>
<td></td>
</tr>
<tr>
<td>7</td>
<td>The Unseen Impact of Academic Research on Society</td>
<td>Academic Research Impact</td>
<td></td>
<td>0</td>
</tr>
<tr>
<td>8</td>
<td>Research: Path to Knowledge, Innovation &amp; Academic Growth</td>
<td>Garhwal Po</td>
<td>Academic Research Impact</td>
<td></td>
</tr>
<tr>
<td>9</td>
<td>Social capital</td>
<td>Academic Research Impact</td>
<td></td>
<td>285</td>
</tr>
<tr>
<td>10</td>
<td>Connected and Automated Vehicles: Infrastructure, Applications, Securi</td>
<td>Autonomous Vehicles</td>
<td></td>
<td>148</td>
</tr>
<tr>
<td>11</td>
<td>Making sure you're not a bot!</td>
<td>Bot Protection</td>
<td></td>
<td>0</td>
</tr>
<tr>
<td>12</td>
<td>COVID-19 Digital Health Innovation Policy: A Portal to Alternative Fut</td>
<td>COVID-19 Digital Health</td>
<td></td>
<td>83</td>
</tr>
<tr>
<td>13</td>
<td>What has changed? The Impact of Covid Pandemic on the Technology and I</td>
<td>COVID-19 Digital Health</td>
<td></td>
<td>208</td>
</tr>
<tr>
<td>14</td>
<td>Connecting Through Technology During the Coronavirus Disease 2019 Pand</td>
<td>COVID-19 Digital Health</td>
<td></td>
<td>497</td>
</tr>
<tr>
<td>15</td>
<td>COVID‐19 and Management Education: Reflections on Challenges, Opportun</td>
<td>COVID-19 Digital Health</td>
<td></td>
<td>283</td>
</tr>
<tr>
<td>16</td>
<td>Co-creation in primary healthcare: a qualitative study of collaboratio</td>
<td>Co-creation in Rural Development</td>
<td></td>
<td>0</td>
</tr>
<tr>
<td>17</td>
<td>Key factors driving the co-creation of collaborative improvement and i</td>
<td>Co-creation in Rural Development</td>
<td></td>
<td>0</td>
</tr>
<tr>
<td>18</td>
<td>Decoding digital disorientation: a conceptual framework for library en</td>
<td>Digital Disorientation</td>
<td></td>
<td>0</td>
</tr>
<tr>
<td>19</td>
<td>Regulating Digital Privacy and Surveillance in Ukraine: Legal Gaps and</td>
<td>Digital Privacy in Ukraine</td>
<td></td>
<td>0</td>
</tr>
<tr>
<td>20</td>
<td>Fashion 4.0. Innovating fashion industry through digital transformatio</td>
<td>Digital Social Innovation</td>
<td></td>
<td>305</td>
</tr>
<tr>
<td>21</td>
<td>Making the most of digital social innovation: An exploration into succ</td>
<td>Digital Social Innovation</td>
<td></td>
<td>0</td>
</tr>
<tr>
<td>22</td>
<td>[PDF] GROWING A DIGITAL SOCIAL INNOVATION ECOSYSTEM FOR ...</td>
<td>Digital Social Innovation</td>
<td></td>
<td>0</td>
</tr>
<tr>
<td>23</td>
<td>Phygital technologies and environments for breakthrough innovation in</td>
<td>Digital Social Innovation</td>
<td></td>
<td>91</td>
</tr>
<tr>
<td>24</td>
<td>DIGITAL ECONOMY AND A NEW PARADIGM OF THE LABOR MARKET</td>
<td>Digital Social Innovation</td>
<td></td>
<td>87</td>
</tr>
<tr>
<td>25</td>
<td>The relationship between social innovation and digital economy and soc</td>
<td>Digital Social Innovation</td>
<td></td>
<td>34</td>
</tr>
<tr>
<td>26</td>
<td>The Making of Responsible Innovation and Technology: An Overview and F</td>
<td>Digital Social Innovation</td>
<td></td>
<td>55</td>
</tr>
<tr>
<td>27</td>
<td>Digital Social Change → Academic</td>
<td>Digital Social Innovation</td>
<td></td>
<td>0</td>
</tr>
<tr>
<td>28</td>
<td>[PDF] Digital technology in social innovation</td>
<td>Digital Social Innovation</td>
<td></td>
<td>0</td>
</tr>
<tr>
<td>29</td>
<td>The role of digital social innovations to address SDGs: A systematic r</td>
<td>Digital Social Innovation</td>
<td></td>
<td>0</td>
</tr>
<tr>
<td>30</td>
<td>The Impact of Social Media on Society in Various Ways</td>
<td>Digital Social Innovation</td>
<td></td>
<td>0</td>
</tr>
<tr>
<td>31</td>
<td>Research Paper 6 Digital Society</td>
<td>PDF</td>
<td>Digital Social Innovation</td>
<td></td>
</tr>
<tr>
<td>32</td>
<td>Virtual interactive innovations applied for digital urban transformati</td>
<td>Digital Social Innovation</td>
<td></td>
<td>98</td>
</tr>
<tr>
<td>33</td>
<td>Conceptualizing Digital Transformation in Business Organizations: A Sy</td>
<td>Digital Social Innovation</td>
<td></td>
<td>407</td>
</tr>
<tr>
<td>34</td>
<td>THE IMPACT OF DIGITALIZATION ON VALUE ORIENTATIONS CHANGES IN THE MODE</td>
<td>Digital Social Innovation</td>
<td></td>
<td>26</td>
</tr>
<tr>
<td>35</td>
<td>The Impact of ICT on Public and Private Sectors in Lithuania</td>
<td>Digital Social Innovation</td>
<td></td>
<td>67</td>
</tr>
<tr>
<td>36</td>
<td>Exploring the microfoundations of digital transformation maturity: a f</td>
<td>Digital Social Innovation</td>
<td></td>
<td>0</td>
</tr>
<tr>
<td>37</td>
<td>Examining digital platform resilience: a social–ecological systems app</td>
<td>Digital Social Innovation</td>
<td></td>
<td>0</td>
</tr>
<tr>
<td>38</td>
<td>Making the most of digital social innovation: An exploration into succ</td>
<td>Digital Social Innovation</td>
<td></td>
<td>0</td>
</tr>
<tr>
<td>39</td>
<td>Industry 4.0 digital technologies enhancing sustainability: Applicatio</td>
<td>Digital Social Innovation</td>
<td></td>
<td>146</td>
</tr>
<tr>
<td>40</td>
<td>(PDF) Research Progress of Digital Social Innovation - ResearchGate</td>
<td>Digital Social Innovation</td>
<td></td>
<td>0</td>
</tr>
<tr>
<td>41</td>
<td>Adaptive Social Innovation Derived from Digital Economy and Its Impact</td>
<td>Digital Social Innovation</td>
<td></td>
<td>19</td>
</tr>
<tr>
<td>42</td>
<td>Organizational identity meets digital transformation: understanding th</td>
<td>Digital Social Innovation</td>
<td></td>
<td>0</td>
</tr>
<tr>
<td>43</td>
<td>Design Thinking for Social Innovation</td>
<td>Digital Social Innovation</td>
<td></td>
<td>1411</td>
</tr>
<tr>
<td>44</td>
<td>A capability hierarchy for building resilience in multi-actor agri-foo</td>
<td>Digital Social Innovation</td>
<td></td>
<td>0</td>
</tr>
<tr>
<td>45</td>
<td>Digital economy structuring for sustainable development: the role of b</td>
<td>Digital Social Innovation</td>
<td></td>
<td>112</td>
</tr>
<tr>
<td>46</td>
<td>Is digitalization leading to CO2 emission cutting?</td>
<td>Digitalization and CO2</td>
<td></td>
<td>0</td>
</tr>
<tr>
<td>47</td>
<td>The identity of eduTubers projected on Instagram</td>
<td>EduTubers on Instagram</td>
<td></td>
<td>0</td>
</tr>
<tr>
<td>48</td>
<td>Scale to Measure Farmers’ Attitude towards ICT-Based Agro-Advisory Ser</td>
<td>Farmer Attitude to ICT</td>
<td></td>
<td>0</td>
</tr>
<tr>
<td>49</td>
<td>Development and Validation of AgTech-Enabled Market Access Scale for H</td>
<td>Farmer Attitude to ICT</td>
<td></td>
<td>0</td>
</tr>
<tr>
<td>50</td>
<td>Charting the Digital Frontier: A Comprehensive Bibliometric Analysis o</td>
<td>Farmer Attitude to ICT</td>
<td></td>
<td>1</td>
</tr>
<tr>
<td>51</td>
<td>Globalisation and its impact on the state legal order: challenges to s</td>
<td>Globalization and Sovereignty</td>
<td></td>
<td>0</td>
</tr>
<tr>
<td>52</td>
<td>Unlocking health participation: enhancing customer experiences in publ</td>
<td>Health and Gamification</td>
<td></td>
<td>0</td>
</tr>
<tr>
<td>53</td>
<td>Driving green food consumption values: the impact of gamified branded</td>
<td>Health and Gamification</td>
<td></td>
<td>0</td>
</tr>
<tr>
<td>54</td>
<td>Online disclosure of corporate social responsibility in the Spanish wi</td>
<td>Informality and CSR</td>
<td></td>
<td>0</td>
</tr>
<tr>
<td>55</td>
<td>Informality</td>
<td>Informality and CSR</td>
<td></td>
<td>788</td>
</tr>
<tr>
<td>56</td>
<td>Internet of Things (IoT): A vision, architectural elements, and future</td>
<td>IoT Vision</td>
<td></td>
<td>11829</td>
</tr>
<tr>
<td>57</td>
<td>Leadership architectures for digital innovation: extending upper echel</td>
<td>LLMs and Decision Support</td>
<td></td>
<td>0</td>
</tr>
<tr>
<td>58</td>
<td>Integrating large language models with industrial simulation for multi</td>
<td>LLMs and Decision Support</td>
<td></td>
<td>0</td>
</tr>
<tr>
<td>59</td>
<td>To be or to want to be: how followers engage with NFTs, their communit</td>
<td>NFTs and Identity</td>
<td></td>
<td>0</td>
</tr>
<tr>
<td>60</td>
<td>Financial Development and Economic Growth: Views and Agenda</td>
<td>Political Economy</td>
<td></td>
<td>3035</td>
</tr>
<tr>
<td>61</td>
<td>The Political Economy of Democratic Decentralization</td>
<td>Political Economy</td>
<td></td>
<td>953</td>
</tr>
<tr>
<td>62</td>
<td>Soft Skills in Editorial and Communicational Management of Scientific</td>
<td>Soft Skills in Journals</td>
<td></td>
<td>0</td>
</tr>
<tr>
<td>63</td>
<td>Review of Learning 2.0 Practices: Study on the Impact of Web 2.0 Innov</td>
<td>Web 2.0 in Education</td>
<td></td>
<td>111</td>
</tr>
</tbody>
</table>
<hr />
<p><em>Report generated by SPJIMR Corpus Analysis Pipeline — 2026-05-29 20:41</em></p>
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