Sensemaking
View article: Contested Sensemaking and Everyday Leadership Practices in the Context of UK Parliamentary Select Committees
Contested Sensemaking and Everyday Leadership Practices in the Context of UK Parliamentary Select Committees Open
This thesis is an exploratory study of everyday leadership in UK parliamentary select committees. It is based on a detailed analysis of the parliamentary context for leadership and highlights the distinctive characteristics of a chair’s ev…
View article: Agentic AI and Large Language Models in Radiology: Opportunities and Hallucination Challenges
Agentic AI and Large Language Models in Radiology: Opportunities and Hallucination Challenges Open
The field of radiology is experiencing rapid adoption of large language models (LLMs), yet their tendency to generate hallucinations (plausible but incorrect information) remains a significant barrier to trust. This comprehensive review ev…
View article: Investigating the dimensions of perceived attributions in making sense of failure: an exploratory study of Lebanese entrepreneurs
Investigating the dimensions of perceived attributions in making sense of failure: an exploratory study of Lebanese entrepreneurs Open
By challenging the anti-failure bias and contributing to the theoretical territory of the attribution theory, this thesis develops a comprehensive process for entrepreneurial learning from failure. The practical implication of the findings…
View article: Establishing Trust and Reliance on AI in History and Cultural Heritage Research – A social epistemology based view of the challenges of epistemically dependable multimodal AI systems for accessing collections.
Establishing Trust and Reliance on AI in History and Cultural Heritage Research – A social epistemology based view of the challenges of epistemically dependable multimodal AI systems for accessing collections. Open
This paper examines if historians and cultural heritage researchers can justifiably depend on multimodal AI systems for accessing large visual collections from social epistemology point of view. Building on Inkeri Koskinen’s “necessa…
View article: From content to context: dispositions, discernment, and productive inquiry as reflective practice
From content to context: dispositions, discernment, and productive inquiry as reflective practice Open
Considering rapid advancements in Artificial Intelligence (AI) and the growing demand for the convergence of disciplinary knowledge, ideas, and expertise, a paradigm shift toward context-based learning is necessary. This paper introduces t…
View article: The Four‐Pillar Intersectionality Framework: Reframing Sustainable Entrepreneurship as a Transdisciplinary Domain
The Four‐Pillar Intersectionality Framework: Reframing Sustainable Entrepreneurship as a Transdisciplinary Domain Open
This study offers a comprehensive bibliometric and text‐mining overview of two decades of sustainability‐oriented entrepreneurship research. Drawing on 7563 peer‐reviewed articles from the Web of Science Core Collection, we map the field's…
View article: Inquiring to understand
Inquiring to understand Open
We often inquire not just to know, but to understand. In this paper, I give an account of inquiries that aim to illuminate or makes sense of their object and argue they don’t reduce to inquiries which concern forming beliefs or acquiring k…
View article: “DOG LEGENDS”-RETURNING TO MYTH: A NARRATIVE MODEL FOR EDUCATION AND MEANING IN THE TECHNOLOGICAL ERA
“DOG LEGENDS”-RETURNING TO MYTH: A NARRATIVE MODEL FOR EDUCATION AND MEANING IN THE TECHNOLOGICAL ERA Open
In the contemporary context marked by accelerated digitalization and increasing frequency of identity crisis of children and adolescents, story reemerges as a powerful educational, symbolic, and therapeutic tool. “Dog Legends” is a transdi…
View article: AI as Instrument: Signal-Chain Interfaces, Exploration vs. Commitment, and the Legibility of Authorship
AI as Instrument: Signal-Chain Interfaces, Exploration vs. Commitment, and the Legibility of Authorship Open
We present a signal-chain-native interface architecture for generative AI that explicitly separates exploration, refinement, and commitment—resolving the epistemic collapse that produces slop, mystifies expertise, and obscures authorship. …
View article: ‘A fiction author can do anything, we’re bound by the facts’: The risks and opportunities of taking advantage of cognitive biases in storytelling for science communication
‘A fiction author can do anything, we’re bound by the facts’: The risks and opportunities of taking advantage of cognitive biases in storytelling for science communication Open
Storytelling is a growing topic in science communication research, highlighting the importance of learning from existing storytelling research from other disciplines. Storytelling research in cultural evolution has identified a number of c…
View article: Exploring Multiview UI Layouts and Placement Strategies for Collaborative Sensemaking in Virtual Reality
Exploring Multiview UI Layouts and Placement Strategies for Collaborative Sensemaking in Virtual Reality Open
Immersive technologies expand the potential for collaborative sense-making and visual analysis via head-worn displays (HWDs), offering customizable, high-resolution perspectives of a shared visualization space. In such an immersive environ…
View article: AI as Instrument: Signal-Chain Interfaces, Exploration vs. Commitment, and the Legibility of Authorship
AI as Instrument: Signal-Chain Interfaces, Exploration vs. Commitment, and the Legibility of Authorship Open
We present a signal-chain-native interface architecture for generative AI that explicitly separates exploration, refinement, and commitment—resolving the epistemic collapse that produces slop, mystifies expertise, and obscures authorship. …
View article: Exploring Multiview UI Layouts and Placement Strategies for Collaborative Sensemaking in Virtual Reality
Exploring Multiview UI Layouts and Placement Strategies for Collaborative Sensemaking in Virtual Reality Open
Immersive technologies expand the potential for collaborative sense-making and visual analysis via head-worn displays (HWDs), offering customizable, high-resolution perspectives of a shared visualization space. In such an immersive environ…
View article: From Wheels to Wealth: A Qualitative Case Study on Grassroots Innovation and Entrepreneurial Bricolage in Sri Lanka
From Wheels to Wealth: A Qualitative Case Study on Grassroots Innovation and Entrepreneurial Bricolage in Sri Lanka Open
Globally, grassroots entrepreneurship is increasingly recognised for its capacity to foster innovation and resilience in resource-scarce environments. Particularly in the Global South, entrepreneurs often operate informally, drawing on loc…
View article: How Educational Leaders Think About Intersections of Identities and Disciplinary Learning in Science
How Educational Leaders Think About Intersections of Identities and Disciplinary Learning in Science Open
American science education leaders play critical roles in promoting equity in education, but little is known about how they understand everyday classroom interactions where inequities related to intersectionality are evident. This study ex…
View article: Seeing Teaching and Learning Differently: A Case Study of How Second Grade Teachers and their Students in Texas Make Sense of Instruction
Seeing Teaching and Learning Differently: A Case Study of How Second Grade Teachers and their Students in Texas Make Sense of Instruction Open
How early elementary teachers instruct their students new information matters. However, in contexts like the United States, early elementary school classrooms are becoming more regulated and standardized, which leaves little room for teach…
View article: How Marketing Agencies Are Rethinking Client Pitches With AI Visualization Tools in 2025
How Marketing Agencies Are Rethinking Client Pitches With AI Visualization Tools in 2025 Open
How Marketing Agencies Are Rethinking Client Pitches With AI Visualization Tools in 2025 ▍ Low-key, AI just killed the "20-slide deck" So, random thought: have you noticed how pitch decks from agencies suddenly look… less like decks and mo…
View article: Establishing Trust and Reliance on AI in History and Cultural Heritage Research – A social epistemology based view of the challenges of epistemically dependable multimodal AI systems for accessing collections.
Establishing Trust and Reliance on AI in History and Cultural Heritage Research – A social epistemology based view of the challenges of epistemically dependable multimodal AI systems for accessing collections. Open
This paper examines if historians and cultural heritage researchers can justifiably depend on multimodal AI systems for accessing large visual collections from social epistemology point of view. Building on Inkeri Koskinen’s “necessary tru…
View article: How Marketing Agencies Are Rethinking Client Pitches With AI Visualization Tools in 2025
How Marketing Agencies Are Rethinking Client Pitches With AI Visualization Tools in 2025 Open
How Marketing Agencies Are Rethinking Client Pitches With AI Visualization Tools in 2025 ▍ Low-key, AI just killed the "20-slide deck" So, random thought: have you noticed how pitch decks from agencies suddenly look… less like decks and mo…
View article: Collaboration Analytics in Higher Education and Professional Contexts: A Systematic Review of Approaches and Theoretical Foundations
Collaboration Analytics in Higher Education and Professional Contexts: A Systematic Review of Approaches and Theoretical Foundations Open
The article presents a review of studies in the field of Collaboration Analytics and their application to the analysis of collaborative activities in higher education. Based on a systematic search and comparison of works, key constructs of…
View article: A time for monsters: Organizational knowing after LLMs
A time for monsters: Organizational knowing after LLMs Open
Large Language Models (LLMs) are reshaping organizational knowing by unsettling the epistemological foundations of representational and practice-based perspectives. We conceptualize LLMs as Haraway-ian monsters, that is, hybrid, boundary-c…
View article: Toward a Theory of Hypermodern Agility: Rethinking Organizational Adaptation Mechanisms in the Era of Unstable Ecosystems
Toward a Theory of Hypermodern Agility: Rethinking Organizational Adaptation Mechanisms in the Era of Unstable Ecosystems Open
In a hypermodern context characterized by technological acceleration, societal recomposition, and climate urgency, classical agility frameworks struggle to account for ecosystemic interdependencies and the plurality of temporal horizons. T…
View article: Towards a material‐dialogic theory of climate teacher education: A global North–South dialogue
Towards a material‐dialogic theory of climate teacher education: A global North–South dialogue Open
This paper develops a novel theoretical stance for reimagining initial teacher education (ITE) through genuine North–South dialogue that challenges dominant Global North paradigms in teacher education. Drawing on collaborative inquiry betw…
View article: A time for monsters: Organizational knowing after LLMs
A time for monsters: Organizational knowing after LLMs Open
Large Language Models (LLMs) are reshaping organizational knowing by unsettling the epistemological foundations of representational and practice-based perspectives. We conceptualize LLMs as Haraway-ian monsters, that is, hybrid, boundary-c…
View article: AI for Health in Canadian Journalism: Topics, Actors, Controversies, and Persuasive Strategies
AI for Health in Canadian Journalism: Topics, Actors, Controversies, and Persuasive Strategies Open
This dissertation examines the role of Canadian journalism in symbolically shaping the narrative around Artificial Intelligence for Health (AI4H) from 2017 to 2023. It tracks AI4H topics, relevant social groups, actors, ethical concerns, c…
View article: Towards Authentic Movie Dubbing with Retrieve-Augmented Director-Actor Interaction Learning
Towards Authentic Movie Dubbing with Retrieve-Augmented Director-Actor Interaction Learning Open
The automatic movie dubbing model generates vivid speech from given scripts, replicating a speaker's timbre from a brief timbre prompt while ensuring lip-sync with the silent video. Existing approaches simulate a simplified workflow where …
View article: Knowledge-Grounded Agentic Large Language Models for Multi-Hazard Understanding from Reconnaissance Reports
Knowledge-Grounded Agentic Large Language Models for Multi-Hazard Understanding from Reconnaissance Reports Open
Post-disaster reconnaissance reports contain critical evidence for understanding multi-hazard interactions, yet their unstructured narratives make systematic knowledge transfer difficult. Large language models (LLMs) offer new potential fo…
View article: Trafficking Lies to Trailing Sources: Library and Information Science Interventions Against Organized Deception
Trafficking Lies to Trailing Sources: Library and Information Science Interventions Against Organized Deception Open
This article examines the role of Library and Information Science (LIS) in counteringorganized deception through ethical information stewardship. Drawing on PauletteRothbauer’s framework of everyday information behavior and Benson GeorgeCo…
View article: Navigating digital temporality in academia: Slow and fast lanes of knowledge production
Navigating digital temporality in academia: Slow and fast lanes of knowledge production Open
In the digital age, academics are increasingly grappling with intensifying demands on their time, driven by the rapid pace of digitalisation and the interconnected nature of modern academia. This paper delves into the concept of ‘fast temp…
View article: Introducing the Comprehensive Inner Transformation Framework (CITF): The Foundational Model of a Broader Resilience Ecosystem
Introducing the Comprehensive Inner Transformation Framework (CITF): The Foundational Model of a Broader Resilience Ecosystem Open
This paper introduces the Comprehensive Inner Transformation Framework (CITF), an innovative model developed by Dr. Ashi Ezz to guide individuals through profound psychological and emotional growth. Rooted in constructivist epistemology an…