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Book Statistical and Methodological Myths and Urban Legends

Download or read book Statistical and Methodological Myths and Urban Legends written by Charles E. Lance and published by Routledge. This book was released on 2010-10-18 with total page 433 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Book More Statistical and Methodological Myths and Urban Legends

Download or read book More Statistical and Methodological Myths and Urban Legends written by Charles E. Lance and published by Routledge. This book was released on 2014-11-05 with total page 368 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Book Statistical and Methodological Myths and Urban Legends in Strategic Management Research

Download or read book Statistical and Methodological Myths and Urban Legends in Strategic Management Research written by Ming Li and published by . This book was released on 2019 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Book More Statistical and Methodological Myths and Urban Legends

Download or read book More Statistical and Methodological Myths and Urban Legends written by Charles E. Lance and published by Routledge. This book was released on 2014-11-05 with total page 418 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Book Statistical and Methodological Myths and Urban Legends

Download or read book Statistical and Methodological Myths and Urban Legends written by Charles E. Lance and published by Routledge. This book was released on 2010-10-18 with total page 433 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Book ECRM2014 Proceedings of the 13th  European Conference on Research Methodology for Business and Management Studies

Download or read book ECRM2014 Proceedings of the 13th European Conference on Research Methodology for Business and Management Studies written by Dr Martin Rich and published by Academic Conferences Limited. This book was released on 2014-06-16 with total page 497 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Book Building Methodological Bridges

Download or read book Building Methodological Bridges written by Donald D. Bergh and published by Emerald Group Publishing. This book was released on 2011-06-08 with total page 337 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Book Leading Issues in Leading Issues in Business and Management Research  Volume 2

Download or read book Leading Issues in Leading Issues in Business and Management Research Volume 2 written by Susan Geringer and John Mendy and published by Academic Conferences and publishing limited. This book was released on 2015 with total page 179 pages. Available in PDF, EPUB and Kindle. Book excerpt: Research Methodology remains a vital issue at the heart of all scholarly activity. Without a proper appreciation of Research Methodology and its correct application academic progress is not possible. One of the problems which Research Methodology offers the learner is the very wide range of options which are frequently available with which to answer a research question and this high level of choice can lead to indecision and sometimes confusion. This book is a compilation of a number of important papers on this subject selected by two leaders in this field of study. A wide range of topic have been chosen which lead the reader through some of the more important considerations in the field. The book is designed to help with this type of problem and the the current selection of papers which highlight a variety of research questions, problems and issues and an accompanying range of research methods and methodological discussions. Their authors have stated the research positions they have adopted and respective levels of justification and knowledge forms have been presented. These range from those forms of knowledge that might be found of use to practitioners to those that are more philosophically or academically inclined. A certain level of research impact is either implied or overtly presented in the selected papers. This book is an important text for academics, researchers and students as well as those interested in using research from a commercial point of view.

Book Permutation Statistical Methods

Download or read book Permutation Statistical Methods written by Kenneth J. Berry and published by Springer. This book was released on 2016-05-03 with total page 634 pages. Available in PDF, EPUB and Kindle. Book excerpt: This research monograph provides a synthesis of a number of statistical tests and measures, which, at first consideration, appear disjoint and unrelated. Numerous comparisons of permutation and classical statistical methods are presented, and the two methods are compared via probability values and, where appropriate, measures of effect size. Permutation statistical methods, compared to classical statistical methods, do not rely on theoretical distributions, avoid the usual assumptions of normality and homogeneity of variance, and depend only on the data at hand. This text takes a unique approach to explaining statistics by integrating a large variety of statistical methods, and establishing the rigor of a topic that to many may seem to be a nascent field in statistics. This topic is new in that it took modern computing power to make permutation methods available to people working in the mainstream of research. lly-informed="" audience,="" and="" can="" also="" easily="" serve="" as="" textbook="" in="" graduate="" course="" departments="" such="" statistics,="" psychology,="" or="" biology.="" particular,="" the="" audience="" for="" book="" is="" teachers="" of="" practicing="" statisticians,="" applied="" quantitative="" students="" fields="" medical="" research,="" epidemiology,="" public="" health,="" biology.

Book The Routledge Companion to Entrepreneurship

Download or read book The Routledge Companion to Entrepreneurship written by Ted Baker and published by Routledge. This book was released on 2014-09-15 with total page 525 pages. Available in PDF, EPUB and Kindle. Book excerpt: Research in entrepreneurship has been booming, with perspectives from a range of disciplines and numerous developing schools of thought. It can be difficult for young scholars and even long-time researchers to find their way through the lush garden of ideas we see before us. The purpose of this book is to map the research terrain of entrepreneurship, providing the perfect starting point for new and existing researchers looking to explore. Topics covered range from emerging perspective, through issues at the core of the field to innovative methodologies. Starting off with a preface by Bill Gartner, each section of the book brings together a world class set of established leading researchers and rising stars. This considered, comprehensive and conclusive companion integrates the recent debates in entrepreneurship research under one cover, to provide a resource which will be useful across disciplinary boundaries and for a whole range of students and researchers.

Book The Sage Handbook of Survey Development and Application

Download or read book The Sage Handbook of Survey Development and Application written by Lucy R. Ford and published by SAGE Publications Limited. This book was released on 2023-06-29 with total page 512 pages. Available in PDF, EPUB and Kindle. Book excerpt: The SAGE Handbook of Survey Development and Application provides a practical resource that researchers can go to for cutting-edge tools to ensure they are employing the best survey research techniques. This handbook not only covers the classic and innovational skills and approaches involved at every step of the survey research process, but also centres itself around applied, how-to guidance to aid readers in best practice. Chapters engage with a broad range of topics including sampling issues, approaches to establishment of measurement equivalence, and the use of online labour pools in survey development. With contributions from a global community of leading and emerging scholars across a wide variety of disciplines, this Handbook is focused on being applicable and accessible across the social sciences. Containing over 120 tables and figures, checklists and tutorial guides, The SAGE Handbook of Survey Development and Application will serve as a one stop resource for survey research. This handbook serves as a touchstone for a variety of fields such as Organizational Behavior, Industrial & Organizational Psychology, Management, Psychology, Educational Research, Marketing, Public Policy, and others. PART 1: Conceptual Issues and Operational Definition PART 2: Research Design Considerations PART 3: Item Development PART 4: Scale Improvement Methods PART 5: Data Collection PART 6: Data Management and Analysis PART 7: Research Production and Dissemination PART 8: Applications

Book Understanding Tourism

Download or read book Understanding Tourism written by Bob McKercher and published by Goodfellow Publishers Ltd. This book was released on 2024-03-01 with total page 246 pages. Available in PDF, EPUB and Kindle. Book excerpt: A critical overview of the core theories, concepts and ideas that have shaped the way we think about tourism. Divided into six parts, it looks at the important key theories, models and concepts, ensuring clear understanding and the ability for critical thinking.

Book Tourism Theories  Concepts and Models

Download or read book Tourism Theories Concepts and Models written by Bob McKercher and published by Goodfellow Publishers Ltd. This book was released on 2020-11-30 with total page 243 pages. Available in PDF, EPUB and Kindle. Book excerpt: A critical overview of the core theories, concepts and ideas that have shaped the way we think about tourism. Divided into six parts, it looks at the important key theories, models and concepts, ensuring clear understanding and the ability for critical thinking.

Book Standing on the Shoulders of Giants

Download or read book Standing on the Shoulders of Giants written by Brian Boyd and published by Emerald Group Publishing. This book was released on 2019-04-10 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt: The 11th edition of Research Methodology in Strategy and Management focuses on understanding cutting edge methodological approaches to the study of organizations, managers, and strategy. To this end, the chapters are intended to give readers a sense of new approaches as well as retrospective accounts by Kathy Eisenhardt and Denny Gioia.

Book Research Anthology on Changing Dynamics of Diversity and Safety in the Workforce

Download or read book Research Anthology on Changing Dynamics of Diversity and Safety in the Workforce written by Management Association, Information Resources and published by IGI Global. This book was released on 2021-07-16 with total page 2129 pages. Available in PDF, EPUB and Kindle. Book excerpt: The recent COVID-19 pandemic has emphasized the importance of safety and ergonomics in the workplace. From work-life balance and mental health to risk prevention, maintaining a healthy and happy workforce has become essential for the progress of every company. Moreover, ensuring inclusive spaces has become a pillar of business with some worrying that the diversity agenda will be overshadowed by the recent pandemic. It is imperative that current research is compiled that sheds light on the advancements being made in promoting diversity and wellbeing in the modern workforce. The Research Anthology on Changing Dynamics of Diversity and Safety in the Workforce is a comprehensive reference source that provides the latest emerging research on diversity management and initiatives as well as occupational health and safety practices in the workplace. These concepts are necessary for global workplaces to remain safe, efficient, and inclusive. Covering topics such as employee equity, human resources practices, and worker wellbeing, this anthology provides an excellent resource for researchers, human resources personnel, managers, safety officers, policymakers, CEOs, students, professors, and academicians.

Book The Many Selves in Social Structures   Applications to Corporate Strategy  Work Life Dynamics  and Cross Class Interactions

Download or read book The Many Selves in Social Structures Applications to Corporate Strategy Work Life Dynamics and Cross Class Interactions written by Alejandro Hermida Carrillo and published by BoD – Books on Demand. This book was released on 2024-08-23 with total page 170 pages. Available in PDF, EPUB and Kindle. Book excerpt: How do identities shape and react to the socio-economic landscape? I draw from paradigms in cultural anthropology, organizational behavior, and sociology to dissect how distinct elements of individual identity inform and transform social interactions within corporate, work-life, and social class structures. In my first study, I provide evidence for the role of similarity and dissimilarity in visual (e.g., age, gender) and psychological (i.e., personality) attributes among CEOs on strategic imitation following underperformance. In the second project, I examine how romantic couples' joint preferences for integration or segmentation of their work and home spheres influence their domestic harmony, zooming into the context of remote work. In the final project, I explore how social class disparities among conversation partners influence the amount and type of information about the self, conveyed during the interaction. I address my projects by combining analytical strategies designed for the study of similarities and differences - e.g., spline regression and response surface analysis - with techniques aimed to capture the complexity of individual identity - e.g., surveys, archival data, and natural language processing. My research bridges theoretical and methodological paradigms in the social sciences, underscoring the multiplicity of the self as a critical nexus for interdisciplinary dialogue.

Book Data  Methods and Theory in the Organizational Sciences

Download or read book Data Methods and Theory in the Organizational Sciences written by Kevin R. Murphy and published by Taylor & Francis. This book was released on 2022-02-20 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data, Methods and Theory in the Organizational Sciences explores the long-term evolution and changing relationships between data, methods, and theory in the organizational sciences. In the last 50 years, theory has come to dominate research and scholarship in these fields, yet the emergence of big data, as well as the increasing use of archival data sets and meta-analytic methods to test empirical hypotheses, has upset this order. This volume examines the evolving relationship between data, methods, and theory and suggests new ways of thinking about the role of each in the development and presentation of research in organizations. This volume utilizes the latest thinking from experts in a wide range of fields on the topics of data, methods, and theory and uses this knowledge to explore the ways in which behavior in organizations has been studied. This volume also argues that the current focus on theory is both unhealthy for the field and unsustainable, and it provides more successful ways theory can be used to support and structure research, and demonstrates the most effective techniques for analyzing and making sense of data. This is an essential resource for researchers, professionals, and educators who are looking to rethink their current approaches to research, and who are interested in creating more useful and more interpretable research in the organizational sciences.