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 : 432

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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.

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 : 432

Get Book

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: 1135039437
Category : Psychology
Languages : en
Pages : 358

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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.

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

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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.

Statistical and Methodological Myths and Urban Legends

Statistical and Methodological Myths and Urban Legends PDF Author: Charles E. Lance
Publisher: Routledge
ISBN: 1135269661
Category : Psychology
Languages : en
Pages : 433

Get Book

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.

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

ECRM2014-Proceedings of the 13th European Conference on Research Methodology for Business and Management Studies PDF Author: Dr Martin Rich
Publisher: Academic Conferences Limited
ISBN: 1909507571
Category :
Languages : en
Pages : 479

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Book Description


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

Leading Issues in Leading Issues in Business and Management Research, Volume 2 PDF Author: Susan Geringer and John Mendy
Publisher: Academic Conferences and publishing limited
ISBN: 1910810371
Category : Business
Languages : en
Pages : 180

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Book Description
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.

Building Methodological Bridges

Building Methodological Bridges PDF Author: Donald D. Bergh
Publisher: Emerald Group Publishing
ISBN: 1780520271
Category : Business & Economics
Languages : en
Pages : 326

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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.

Permutation Statistical Methods

Permutation Statistical Methods PDF Author: Kenneth J. Berry
Publisher: Springer
ISBN: 3319287702
Category : Mathematics
Languages : en
Pages : 622

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Book Description
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.

The Routledge Companion to Entrepreneurship

The Routledge Companion to Entrepreneurship PDF Author: Ted Baker
Publisher: Routledge
ISBN: 1136218629
Category : Business & Economics
Languages : en
Pages : 500

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Book Description
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.

The Sage Handbook of Survey Development and Application

The Sage Handbook of Survey Development and Application PDF Author: Lucy R. Ford
Publisher: SAGE Publications Limited
ISBN: 1529618622
Category : Social Science
Languages : en
Pages : 512

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Book Description
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