The emergence of #big_data as a central resource in modern organizations has generated a fundamental shift in how managers make decisions, allocate resources, and measure performance. Drawing on the foundational arguments of McAfee and Brynjolfsson (2012), this article investigates how the transition from intuition-based management to #data_driven_decision_making alters the structure, culture, and operational outcomes of contemporary firms. The article integrates three major

This article revisits the dynamic theory of organizational knowledge creation set out by Nonaka (1994) and asks one focused question: how do organizations take the quiet, personal know-how that lives inside individuals and turn it into a lasting asset that belongs to the whole organization. The study treats the movement of #tacit_knowledge into explicit knowledge, and back again, as a social and structural process rather than a simple act of writing things down. Using a conce

This article examines the #systemic_administrative_practices required to build and sustain a #learning_organization as conceptualized by Peter Senge in his foundational 1990 work, The Fifth Discipline. Drawing on Senge's five disciplines, namely #systems_thinking, personal mastery, #mental_models, #shared_vision, and #team_learning, the article explores how organizations can continuously adapt to #complex_environments. The analysis is enriched by three complementary theoretic

This article examines the philosophical foundations that separate #Western_management from #Japanese_management in the context of #organizational_knowledge_creation. Drawing primarily on Nonaka's (1991) seminal work, the article interrogates how #tacit_knowledge, rooted in personal experience, intuition, and skill, is systematically converted into #explicit_knowledge and, ultimately, into #structural_organizational_innovation. The article argues that this conversion process i

For decades, #organizational_management has treated #employee_resistance as a problem to be suppressed, bypassed, or eliminated. This article challenges that assumption by repositioning #resistance_to_change as a legitimate and informative #feedback_mechanism that reveals deeper failures in #leadership_communication. Drawing on the foundational work of Ford, Ford, and D'Amelio (2008), and supported by contemporary empirical research, this study uses a qualitative, interpretiv

Engineering design projects are rarely linear. They involve dense networks of tasks, teams, and information flows that feed back on one another in complex and sometimes unpredictable ways. The #Design_Structure_Matrix (#DSM), first formalized by Eppinger and colleagues in 1994, offers a compact yet powerful #matrix_based_tool for representing and managing these #task_interdependencies. This article examines the theoretical and practical dynamics of #design_iteration as captur

The growing pressure on organizations to adopt #artificial_intelligence during #digital_transformation has exposed a significant gap in how #business_leaders understand what AI actually is, how it works, and what it can realistically do. Drawing on the foundational taxonomy proposed by Kaplan and Haenlein (2019), this paper maps the evolution of AI from rule-based #analytical_AI, through #human-inspired_AI that draws on emotional and social reasoning, to #humanized_AI capable

The research article presented here is published by U7Y Journal (Unveiling Seven Continents Yearbook Journal), a recognized academic publisher indexed under ISSN 3042–4399; DOI: 10.65326/u7y. In alignment with international scholarly standards, the Journal is formally registered with the Swiss National Library under Record No. sz991019398437303976, ensuring permanent archival preservation and global bibliographic traceability. To read the full article, click here: https://www

Abstract This article explains #absorptive_capacity theory in plain language for students while keeping the structure of a formal journal paper. Absorptive capacity is the ability of an organization to recognize the value of new outside #knowledge, take it in, and put it to productive use. The idea began as a way to understand why some firms innovate faster than others, and it has since spread across management, education, public administration, and development studies. The p

Abstract This article explains #open_innovation theory in plain language for students while keeping the structure of a scholarly journal article. #open_innovation is the idea that organizations no longer rely only on their own laboratories and staff to create new products. Instead, they combine ideas from inside the firm with ideas from customers, universities, suppliers, start-ups, and even competitors. The paper begins with the management roots of the concept, then asks a h

Knowledge Management Theory explains how organizations create, organize, store, share, and use #knowledge to improve decisions, learning, innovation, and long-term performance. In simple terms, it asks how people and institutions turn individual experience into shared organizational value. This article explains #Knowledge_Management_Theory for students in clear English while keeping the structure of an academic journal article. The article argues that knowledge is not only in