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Statistical and Methodological Myths and Urban Legends in Strategic Management Research

Statistical and Methodological Myths and Urban Legends in Strategic Management Research PDF Author: Ming Li
Publisher:
ISBN:
Category :
Languages : en
Pages : 0

Book Description
This paper examines whether methodological precedence in applying moderation analysis to strategic management research relies on myths and urban legends, and if doing so affected empirical conclusions, implications for theory development, and practical recommendations. An in-depth analysis of 69 studies published in the Strategic Management Journal between 2000 and 2014 using moderation analysis finds that strategic management scholars typically rely on statistical myths and urban legends when applying moderation analysis including: (1) interpreting main effects separately from their significant interaction with other variables; (2) failing to report reliability values of interaction terms; and (3) relying on hierarchical approaches that can lead to interpretation errors. Further examples illustrate how these practices could lead researchers to draw incomplete and possibly inaccurate conclusions. Overall, problematic precedents have become the gold standards for testing and interpreting moderation models. Best practice recommendations for redirecting future research to more solid methodological grounding are provided.

Statistical and Methodological Myths and Urban Legends in Strategic Management Research

Statistical and Methodological Myths and Urban Legends in Strategic Management Research PDF Author: Ming Li
Publisher:
ISBN:
Category :
Languages : en
Pages : 0

Book Description
This paper examines whether methodological precedence in applying moderation analysis to strategic management research relies on myths and urban legends, and if doing so affected empirical conclusions, implications for theory development, and practical recommendations. An in-depth analysis of 69 studies published in the Strategic Management Journal between 2000 and 2014 using moderation analysis finds that strategic management scholars typically rely on statistical myths and urban legends when applying moderation analysis including: (1) interpreting main effects separately from their significant interaction with other variables; (2) failing to report reliability values of interaction terms; and (3) relying on hierarchical approaches that can lead to interpretation errors. Further examples illustrate how these practices could lead researchers to draw incomplete and possibly inaccurate conclusions. Overall, problematic precedents have become the gold standards for testing and interpreting moderation models. Best practice recommendations for redirecting future research to more solid methodological grounding are provided.

Statistical and Methodological Myths and Urban Legends

Statistical and Methodological Myths and Urban Legends PDF Author: Charles E. Lance
Publisher: Routledge
ISBN: 1135269653
Category : Psychology
Languages : en
Pages : 433

Book Description
This book provides an up-to-date review of commonly undertaken methodological and statistical practices that are sustained, in part, upon sound rationale and justification and, in part, upon unfounded lore. Some examples of these "methodological urban legends", as we refer to them in this book, are characterized by manuscript critiques such as: (a) "your self-report measures suffer from common method bias"; (b) "your item-to-subject ratios are too low"; (c) "you can’t generalize these findings to the real world"; or (d) "your effect sizes are too low". Historically, there is a kernel of truth to most of these legends, but in many cases that truth has been long forgotten, ignored or embellished beyond recognition. This book examines several such legends. Each chapter is organized to address: (a) what the legend is that "we (almost) all know to be true"; (b) what the "kernel of truth" is to each legend; (c) what the myths are that have developed around this kernel of truth; and (d) what the state of the practice should be. This book meets an important need for the accumulation and integration of these methodological and statistical practices.

More Statistical and Methodological Myths and Urban Legends

More Statistical and Methodological Myths and Urban Legends PDF Author: Charles E. Lance
Publisher: Routledge
ISBN: 1135039429
Category : Psychology
Languages : en
Pages : 418

Book Description
This book provides an up-to-date review of commonly undertaken methodological and statistical practices that are based partially in sound scientific rationale and partially in unfounded lore. Some examples of these “methodological urban legends” are characterized by manuscript critiques such as: (a) “your self-report measures suffer from common method bias”; (b) “your item-to-subject ratios are too low”; (c) “you can’t generalize these findings to the real world”; or (d) “your effect sizes are too low.” What do these critiques mean, and what is their historical basis? More Statistical and Methodological Myths and Urban Legends catalogs several of these quirky practices and outlines proper research techniques. Topics covered include sample size requirements, missing data bias in correlation matrices, negative wording in survey research, and much more.

Research Methodology in Strategy and Management

Research Methodology in Strategy and Management PDF Author: Donald D. Bergh
Publisher: Emerald Group Publishing
ISBN: 1848551584
Category : Business & Economics
Languages : en
Pages : 333

Book Description
Strategic management relies on an array of complex methods drawn from various allied disciplines to examine how managers attempt to lead their firms toward success. This book discusses about key methodology issues in the strategic management field.

Global Perspectives on Small and Medium Enterprises and Strategic Information Systems: International Approaches

Global Perspectives on Small and Medium Enterprises and Strategic Information Systems: International Approaches PDF Author: Bharati, Pratyush
Publisher: IGI Global
ISBN: 1615206280
Category : Computers
Languages : en
Pages : 410

Book Description
Small and medium-sized enterprises (SMEs) play a critical role in rejuvenating and sustaining the modern economy, generating substantial employment and serving as important innovation engines for the global economy. Global Perspectives on Small and Medium Enterprises and Strategic Information Systems: International Approaches aims to spread research conducted on SMEs internationally and place it at the disposal of academics, practitioners, consultants, the vendor community, and policymakers. The goal of this book is to highlight the challenges faced by SMEs and how they are coping with the adverse environment through skillful use of IT and technologies such as Web 2.0, Enterprise Resource Planning (ERP), e-commerce, open source software, Business Process Digitization (BPD), and other emerging technologies.

Hofstede Matters

Hofstede Matters PDF Author: Sławomir J. Magala
Publisher: Taylor & Francis
ISBN: 1040026087
Category : Business & Economics
Languages : en
Pages : 277

Book Description
Hofstede Matters offers an updated presentation of the evolving views of academics and teachers who have worked with Hofstede’s research findings since the publication of the first edition of Culture’s Consequences in 1980. The authors reflect on their changing beliefs about the concept of cultural dimensions that led to a radical change in the way cultures were dealt with in business schools across Europe and beyond. Hofstede’s dimensions made "thinking" about culture more accessible overnight by creating a conceptual framework that teachers, students, managers, and consultants could grasp and easily apply in international comparisons. The book shows the man behind the value dimensions framework through the eyes of teachers and academics many of whom dealt with Hofstede personally. Contemporary contributors as well as younger academic fellow researchers evaluate the past paradigms and look behind the scenes to better understand the developments of the more recent ones. Jointly, they try to decide if Hofstede still helps us to overcome uncertainty when confronted with actions undertaken with different values in mind. Did he nudge us in the desirable direction? Offering a unique analysis of the strengths, criticisms, and legacy of Hofstede’s work, this book will appeal to academics and students across disciplines including cross-cultural management, critical management studies, and international management.

Handbook of Research on Developing Circular, Digital, and Green Economies in Asia

Handbook of Research on Developing Circular, Digital, and Green Economies in Asia PDF Author: Ordóñez de Pablos, Patricia
Publisher: IGI Global
ISBN: 1799886808
Category : Business & Economics
Languages : en
Pages : 521

Book Description
The COVID-19 pandemic has caused extraordinary disruptions in societies, companies, and nations across the globe. In response to this global devastation, companies need to develop business and management practices to answer new and emerging challenges and speed the recovery of economies, the creation of new jobs and prosperity, and achieve sustainable growth. The transition to digital and greener economies offers important challenges and opportunities for people, companies, cities, and governments. The Handbook of Research on Developing Circular, Digital, and Green Economies in Asia explores new and emerging business and management practices to support companies and economies in the digital transformation in Asia with special emphasis on success and failure experiences. This book will analyze the role of digital skills and competences, green issues, and technological disruptors in these emerging practices in Asia and how they can contribute to the creation of new business opportunities, more jobs, and growth for the recovery of Asian economies after the pandemic. Covering topics including consumption values, psychological capital, and tourist culture, this book is essential for academicians, economists, managers, students, politicians, policymakers, corporate heads of firms, senior general managers, managing directors, information technology directors and managers, libraries, and researchers.

Building Methodological Bridges

Building Methodological Bridges PDF Author: Donald D. Bergh
Publisher: Emerald Group Publishing
ISBN: 1780520271
Category : Business & Economics
Languages : en
Pages : 337

Book Description
Strategic management relies on an array of complex methods drawn from various allied disciplines to examine how managers attempt to lead their firms toward success. This book provides a forum for critique, commentary, and discussion about key research methodology issues in the strategic management field.

The Psychology of Green Organizations

The Psychology of Green Organizations PDF Author: Jennifer Lynn Robertson
Publisher: Oxford University Press, USA
ISBN: 0199997489
Category : Business & Economics
Languages : en
Pages : 409

Book Description
As the 21st century advances, the global challenges and consequences posed by climate change are becoming increasingly apparent. Although organisations are considered significant contributors to climate change, they also have the potential to affect it positively through their employees. As a result, understanding how employees' pro-environmental initiatives can positively affect climate change has increasingly become the focus of inquiry among researchers. In this book a number of researchers review leading research in different areas of organisational environmental sustainability.

Analyzing the Relationship Between Innovation, Value Creation, and Entrepreneurship

Analyzing the Relationship Between Innovation, Value Creation, and Entrepreneurship PDF Author: Galindo-Martín, Miguel-Ángel
Publisher: IGI Global
ISBN: 1799811719
Category : Business & Economics
Languages : en
Pages : 374

Book Description
Innovation stimulates and facilitates entrepreneurship because the highest levels of entrepreneurship are to be found in societies with the highest value creation and digital dividends. The higher levels of consumption, employment, and cost reduction generated by the implementation of digital technologies motivates entrepreneurs to expand their activity and promotes the emergence of new entrepreneurs. Positive outcomes can be generated by the implementation of innovation leaders to higher competition and new markets, incentivizing entrepreneurs to introduce new innovations to react to these higher levels of competition, which are accompanied by their corresponding value creation. Analyzing the Relationship Between Innovation, Value Creation, and Entrepreneurship is a pivotal reference source that analyzes the theoretical and empirical aspects of innovation as a factor that enhances value creation and the role of entrepreneurship. While highlighting topics such as data management, social enterprise, and digital marketing, this publication explores enhanced economic growth and the methods of higher levels of consumption in society. This book is ideally designed for corporate managers, business executives, academicians, students, and researchers seeking current research on interrelationships between financial variables, strategies to apply them at the micro- and macro-level, and a consideration of the fiscal effects once implemented.