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Applied Multiple Imputation: Advantages, Pitfalls, New Developments and Applications in R (Statistics for Social and Behavioral Sciences)

This book explores missing data techniques and provides a detailed and easy-to-read introduction to multiple imputation, covering the theoretical aspects of the topic and offering hands-on help with the implementation. It discusses the pros and cons of various techniques and concepts, including multiple imputation quality diagnostics, an important topic for practitioners. It also presents current research and new, practically relevant developments in the field, and demonstrates the use of recent multiple imputation techniques designed for situations where distributional assumptions of the classical multiple imputation solutions are violated. In addition, the book features numerous practical tutorials for widely used R software packages to generate multiple imputations (norm, pan and mice). The provided R code and data sets allow readers to reproduce all the examples and enhance their understanding of the procedures. This book is intended for social and health scientists and other quantitative researchers who analyze incompletely observed data sets, as well as master’s and PhD students with a sound basic knowledge of statistics.

Applied Multivariate Analysis

Like most academic authors, my views are a joint product of my teaching and my research. Needless to say, my views reflect the biases that I have acquired. One way to articulate the rationale (and limitations) of my biases is through the preface of a truly great text of a previous era, Cooley and Lohnes (1971, p. v). They draw a distinction between mathematical statisticians whose intel­ lect gave birth to the field of multivariate analysis, such as Hotelling, Bartlett, and Wilks, and those who chose to "concentrate much of their attention on methods of analyzing data in the sciences and of interpreting the results of statistical analysis . . . . (and) . . . who are more interested in the sciences than in mathematics, among other characteristics. " I find the distinction between individuals who are temperamentally "mathe­ maticians" (whom philosophy students might call "Platonists") and "scientists" ("Aristotelians") useful as long as it is not pushed to the point where one assumes "mathematicians" completely disdain data and "scientists" are never interested in contributing to the mathematical foundations of their discipline. I certainly feel more comfortable attempting to contribute in the "scientist" rather than the "mathematician" role. As a consequence, this book is primarily written for individuals concerned with data analysis. However, as noted in Chapter 1, true expertise demands familiarity with both traditions.

Applied Multivariate Analysis (Springer Texts in Statistics)

This book provides a broad overview of the basic theory and methods of applied multivariate analysis. The presentation integrates both theory and practice including both the analysis of formal linear multivariate models and exploratory data analysis techniques. Each chapter contains the development of basic theoretical results with numerous applications illustrated using examples from the social and behavioral sciences, and other disciplines. All examples are analyzed using SAS for Windows Version 8.0.

Applied Multivariate Research: Design And Interpretation

Applied Multivariate Statistics for the Social Sciences: Analyses with SAS and IBM’s SPSS, Sixth Edition

Now in its 6th edition, the authoritative textbook Applied Multivariate Statistics for the Social Sciences, continues to provide advanced students with a practical and conceptual understanding of statistical procedures through examples and data-sets from actual research studies. With the added expertise of co-author Keenan Pituch (University of Texas-Austin), this 6th edition retains many key features of the previous editions, including its breadth and depth of coverage, a review chapter on matrix algebra, applied coverage of MANOVA, and emphasis on statistical power. In this new edition, the authors continue to provide practical guidelines for checking the data, assessing assumptions, interpreting, and reporting the results to help students analyze data from their own research confidently and professionally. Features new to this edition include: NEW chapter on Logistic Regression (Ch. 11) that helps readers understand and use this very flexible and widely used procedure NEW chapter on Multivariate Multilevel Modeling (Ch. 14) that helps readers understand the benefits of this "newer" procedure and how it can be used in conventional and multilevel settings NEW Example Results Section write-ups that illustrate how results should be presented in research papers and journal articles NEW coverage of missing data (Ch. 1) to help students understand and address problems associated with incomplete data Completely re-written chapters on Exploratory Factor Analysis (Ch. 9), Hierarchical Linear Modeling (Ch. 13), and Structural Equation Modeling (Ch. 16) with increased focus on understanding models and interpreting results NEW analysis summaries, inclusion of more syntax explanations, and?reduction in the number of SPSS/SAS dialogue boxes to guide students through data analysis in a more streamlined and direct approach Updated syntax to reflect newest versions of IBM SPSS (21) /SAS (9.3) A free online resources site at www.routledge.com/9780415836661 with data sets and syntax from the text, additional data sets, and instructor’s resources (including PowerPoint lecture slides for select chapters, a conversion guide for 5th edition adopters, and answers to exercises). Ideal for advanced graduate-level courses in education, psychology, and other social sciences in which multivariate statistics, advanced statistics, or quantitative techniques courses are taught, this book also appeals to practicing researchers as a valuable reference. Pre-requisites include a course on factorial ANOVA and covariance; however, a working knowledge of matrix algebra is not assumed.

Applied Multivariate Statistics for the Social Sciences: Analyses with SAS and IBM’s SPSS, Sixth Edition

Now in its 6th edition, the authoritative textbook Applied Multivariate Statistics for the Social Sciences, continues to provide advanced students with a practical and conceptual understanding of statistical procedures through examples and data-sets from actual research studies. With the added expertise of co-author Keenan Pituch (University of Texas-Austin), this 6th edition retains many key features of the previous editions, including its breadth and depth of coverage, a review chapter on matrix algebra, applied coverage of MANOVA, and emphasis on statistical power. In this new edition, the authors continue to provide practical guidelines for checking the data, assessing assumptions, interpreting, and reporting the results to help students analyze data from their own research confidently and professionally. Features new to this edition include: NEW chapter on Logistic Regression (Ch. 11) that helps readers understand and use this very flexible and widely used procedure NEW chapter on Multivariate Multilevel Modeling (Ch. 14) that helps readers understand the benefits of this "newer" procedure and how it can be used in conventional and multilevel settings NEW Example Results Section write-ups that illustrate how results should be presented in research papers and journal articles NEW coverage of missing data (Ch. 1) to help students understand and address problems associated with incomplete data Completely re-written chapters on Exploratory Factor Analysis (Ch. 9), Hierarchical Linear Modeling (Ch. 13), and Structural Equation Modeling (Ch. 16) with increased focus on understanding models and interpreting results NEW analysis summaries, inclusion of more syntax explanations, and?reduction in the number of SPSS/SAS dialogue boxes to guide students through data analysis in a more streamlined and direct approach Updated syntax to reflect newest versions of IBM SPSS (21) /SAS (9.3) A free online resources site at www.routledge.com/9780415836661 with data sets and syntax from the text, additional data sets, and instructor’s resources (including PowerPoint lecture slides for select chapters, a conversion guide for 5th edition adopters, and answers to exercises). Ideal for advanced graduate-level courses in education, psychology, and other social sciences in which multivariate statistics, advanced statistics, or quantitative techniques courses are taught, this book also appeals to practicing researchers as a valuable reference. Pre-requisites include a course on factorial ANOVA and covariance; however, a working knowledge of matrix algebra is not assumed.

Applied Multivariate Statistics for the Social Sciences (5th edition)

This best-selling text is written for those who use, rather than develop statistical methods. Dr. Stevens focuses on a conceptual understanding of the material rather than on proving results. Helpful narrative and numerous examples enhance understanding and a chapter on matrix algebra serves as a review. Annotated printouts from SPSS and SAS indicate what the numbers mean and encourage interpretation of the results. In addition to demonstrating how to use these packages, the author stresses the importance of checking the data, assessing the assumptions, and ensuring adequate sample size by providing guidelines so that the results can be generalized. The book is noted for its extensive applied coverage of MANOVA, its emphasis on statistical power, and numerous exercises including answers to half. The new edition features: New chapters on Hierarchical Linear Modeling (Ch. 15) and Structural Equation Modeling (Ch. 16) New exercises that feature recent journal articles to demonstrate the actual use of multiple regression (Ch. 3), MANOVA (Ch. 5), and repeated measures (Ch. 13) A new appendix on the analysis of correlated observations (Ch. 6) Expanded discussions on obtaining non-orthogonal contrasts in repeated measures designs with SPSS and how to make the identification of cell ID easier in log linear analysis in 4 or 5 way designs Updated versions of SPSS (15. 0) and SAS (8. 0) are used throughout the text and introduced in chapter 1 A book website with data sets and more. Ideal for courses on multivariate statistics found in psychology, education, sociology, and business departments, the book also appeals to practising researchers with little or no training in multivariate methods. Prerequisites include a course on factorial ANOVA and covariance. Working knowledge of matrix algebra is not assumed.

Applied Multivariate Statistics for the Social Sciences (5th edition) (PDF)

This best-selling text is written for those who use, rather than develop statistical methods. Dr. Stevens focuses on a conceptual understanding of the material rather than on proving results. Helpful narrative and numerous examples enhance understanding and a chapter on matrix algebra serves as a review. Annotated printouts from SPSS and SAS indicate what the numbers mean and encourage interpretation of the results. In addition to demonstrating how to use these packages, the author stresses the importance of checking the data, assessing the assumptions, and ensuring adequate sample size by providing guidelines so that the results can be generalized. The book is noted for its extensive applied coverage of MANOVA, its emphasis on statistical power, and numerous exercises including answers to half. The new edition features: New chapters on Hierarchical Linear Modeling (Ch. 15) and Structural Equation Modeling (Ch. 16) New exercises that feature recent journal articles to demonstrate the actual use of multiple regression (Ch. 3), MANOVA (Ch. 5), and repeated measures (Ch. 13) A new appendix on the analysis of correlated observations (Ch. 6) Expanded discussions on obtaining non-orthogonal contrasts in repeated measures designs with SPSS and how to make the identification of cell ID easier in log linear analysis in 4 or 5 way designs Updated versions of SPSS (15. 0) and SAS (8. 0) are used throughout the text and introduced in chapter 1 A book website with data sets and more. Ideal for courses on multivariate statistics found in psychology, education, sociology, and business departments, the book also appeals to practicing researchers with little or no training in multivariate methods. Prerequisites include a course on factorial ANOVA and covariance. Working knowledge of matrix algebra is not assumed.

Applied Panel Data Analysis for Economic and Social Surveys

Many economic and social surveys are designed as panel studies, which provide important data for describing social changes and testing causal relations between social phenomena. This textbook shows how to manage, describe, and model these kinds of data. It presents models for continuous and categorical dependent variables, focusing either on the level of these variables at different points in time or on their change over time. It covers fixed and random effects models, models for change scores and event history models. All statistical methods are explained in an application-centered style using research examples from scholarly journals, which can be replicated by the reader through data provided on the accompanying website. As all models are compared to each other, it provides valuable assistance with choosing the right model in applied research. The textbook is directed at master and doctoral students as well as applied researchers in the social sciences, psychology, business administration and economics. Readers should be familiar with linear regression and have a good understanding of ordinary least squares estimation.​

Applied Philosophy for Health Professions Education: A Journey Towards Mutual Understanding

This book increases the accessibility of philosophical concepts to a wider audience within medical education, translating ‘knowing’ to ‘doing.’ It prompts health professions educators and researchers to consider the dynamics and structure of contemporary issues within health professions education in new, philosophical ways. Through considering the practical implications of applying philosophical concepts to contemporary issues, the book recommends avenues for further research and pedagogical change. Individual educators are considered, with practice points for teaching generated within each chapter. Readers will acquire practical ways in which they can change their own practice or pedagogy that align with the new insight offered through our philosophical analysis. These practical recommendations may be systemic in nature, but the authors of this book also offer micro-level recommendations for practitioners that can be considered as ways to improve individual approaches to education and research.

Applied Power Analysis for the Behavioral Sciences: 2nd Edition

Applied Power Analysis for the Behavioral Sciences is a practical "how-to" guide to conducting statistical power analyses for psychology and related fields. The book provides a guide to conducting analyses that is appropriate for researchers and students, including those with limited quantitative backgrounds. With practical use in mind, the text provides detailed coverage of topics such as how to estimate expected effect sizes and power analyses for complex designs. The topical coverage of the text, an applied approach, in-depth coverage of popular statistical procedures, and a focus on conducting analyses using R make the text a unique contribution to the power literature. To facilitate application and usability, the text includes ready-to-use R code developed for the text. An accompanying R package called pwr2ppl (available at https://github.com/chrisaberson/pwr2ppl) provides tools for conducting power analyses across each topic covered in the text.

Applied Power Analysis for the Behavioral Sciences: 2nd Edition

Applied Power Analysis for the Behavioral Sciences is a practical "how-to" guide to conducting statistical power analyses for psychology and related fields. The book provides a guide to conducting analyses that is appropriate for researchers and students, including those with limited quantitative backgrounds. With practical use in mind, the text provides detailed coverage of topics such as how to estimate expected effect sizes and power analyses for complex designs. The topical coverage of the text, an applied approach, in-depth coverage of popular statistical procedures, and a focus on conducting analyses using R make the text a unique contribution to the power literature. To facilitate application and usability, the text includes ready-to-use R code developed for the text. An accompanying R package called pwr2ppl (available at https://github.com/chrisaberson/pwr2ppl) provides tools for conducting power analyses across each topic covered in the text.

Applied Psychology: New Frontiers and Rewarding Careers (Applied Psychology Ser.)

Applied Psychology demonstrates the power of applied psychology to promote human welfare and optimal human functioning as well as the vast career opportunities that exist for those with a psychology education. Some of the most eminent psychologists in the world today examine how psychological science is and can be used to prevent and ameliorate pressing human problems to promote positive social change. Part one provides an overview of the history and rise of applied psychology. The second part provides examples of how psychological science has been, and can be used, to prevent and ameliorate human problems. Part three presents examples of cutting-edge research in applied psychology, while exploring non-traditional career opportunities. The contributors provide evidence for the range of career opportunities, discuss skill and educational requirements, and explore the quality of work life in a wide range of areas within psychology. Advice on what it takes to prepare for a rewarding career in applied psychology is also provided.Intended as a supplement for courses in introductory or applied psychology, contemporary issues, professional development, social and organizational psychology, this book will also be a valued addition to campus career centers. Psychologists considering new career options will also appreciate this volume.

Applied Psychology: New Frontiers and Rewarding Careers

Applied Psychology demonstrates the power of applied psychology to promote human welfare and optimal human functioning as well as the vast career opportunities that exist for those with a psychology education. Some of the most eminent psychologists in the world today examine how psychological science is and can be used to prevent and ameliorate pressing human problems to promote positive social change. Part one provides an overview of the history and rise of applied psychology. The second part provides examples of how psychological science has been, and can be used, to prevent and ameliorate human problems. Part three presents examples of cutting-edge research in applied psychology, while exploring non-traditional career opportunities. The contributors provide evidence for the range of career opportunities, discuss skill and educational requirements, and explore the quality of work life in a wide range of areas within psychology. Advice on what it takes to prepare for a rewarding career in applied psychology is also provided.Intended as a supplement for courses in introductory or applied psychology, contemporary issues, professional development, social and organizational psychology, this book will also be a valued addition to campus career centers. Psychologists considering new career options will also appreciate this volume.

Applied Psychology for Project Managers: A Practitioner's Guide to Successful Project Management (Management for Professionals)

This book offers an essential manual for project managers, project management offices (PMO’s), trainers and consultants, addressing the psychological side of project management. Written by leading scholars in organizational psychology and by top experts in project management, it covers all major psychological topics that are key to project success. The book features dedicated chapters on leadership and teamwork, including virtual and intercultural cooperation, commitment and motivation of project teams. It adds a psychological perspective to personnel management, decision-making, information and knowledge management and communication in project work. Power, influencing tactics and other aspects of stakeholder management are covered, as well as project coaching, innovation and creativity, self-management and the management of conflicts, risks and crises.

Applied Psychology Readings: Selected Papers from the Singapore Conference on Applied Psychology 2021

This book is a compilation of the best papers presented at the 2021 edition of the Singapore Conference of Applied Psychology (SCAP) organised and facilitated by East Asia Research in Singapore. The selection of papers addresses the latest innovations, trends, concerns and practical challenges encountered in the field, and poses practical solutions within the field of applied psychology. The theme for 2021 is psychological well-being, and so the collection covers aspects of clinical and non-clinical psychological well-being in different arenas, from education to the workplace. Following a rigorous peer-review process led by the School of Psychology at the University of Derby, this collection is a valuable resource for academics, researchers and practitioners looking to keep themselves up-to-date with recent research in the field. The book is of interest to educators and practitioners in applied psychology focused on well-being.

Applied Psychology Readings: Selected Papers from Singapore Conference on Applied Psychology, 2017

This book is a compilation of the best papers presented at the 2017 edition of the Singapore Conference of Applied Psychology (SCAP), an event held annually in Singapore. Discussing the latest innovations, trends, concerns, practical challenges encountered and the solutions adopted in the field of applied psychology, it is a valuable resource for academics, researchers and practitioners wishing to keep themselves up to date with the state of the art in the field.

Applied Psychology Readings: Selected Papers from Singapore Conference on Applied Psychology, 2016

This book features the best papers presented at the Singapore Conference on Applied Psychology in 2016. Chapters include research conducted by experts in the field of applied psychology from the Asia-Pacific region, and cover areas such as community and environmental psychology, psychotherapy and counseling, health, child and school psychology, and gender studies. Put together by East Asia Research (Singapore), in collaboration with Hong Kong Shue Yan University, this book serves as a valuable resource for readers wanting to access to the latest research in the field of applied psychology with a focus on Asia-Pacific.

Applied Psychology Readings: Selected Papers from the Singapore Conference on Applied Psychology 2023 (Springer Proceedings in Behavioral & Health Sciences)

This book is a compilation of the best papers presented at the 2023 edition of the Singapore Conference of Applied Psychology (SCAP), led by East Asia Research in Singapore in collaboration with the Singapore University of Technology and Design and Charles Sturt University in Australia. Chapters include research conducted by experts in the field of applied psychology from the Asia-Pacific region, and cover areas such as the latest innovations, trends, concerns, practical challenges encountered and the solutions adopted in the field of applied psychology such as community and environmental psychology, psychotherapy and counseling, health, child and school psychology, and gender studies. The volume will be of interest to educators, psychology researchers and practicing counselors.

Applied Research Methods in Urban and Regional Planning

This book introduces the fundamentals of research methods and how they apply to the discipline of urban and regional planning. Written at a level appropriate for upper-level undergraduate and beginning master’s level students, the text fills a gap in the literature for textbooks on urban planning. Additionally, the book can be used as a reference for planning practitioners and researchers when analyzing quantitative and qualitative data in urban and regional planning and related fields.The volume does not assume advanced knowledge of mathematical formulas. Rather, it begins with the essentials of research methods, such as the identification of the research problems in planning, the literature review, data collection and presentation, descriptive data analysis, and report of findings. Its discipline-specific topics include field research methods, qualitative data analysis, economic and demographic analysis, evaluation research, and methods in sub-disciplines such as land use planning, transportation planning, environmental planning, and housing analysis. Designed with instruction in mind, this book features downloadable materials, including learning outcomes, chapter highlights, chapter review questions, datasets, and certain Excel models. Students will be able to download review questions to enhance the learning process and datasets to practice methods.

Applied Social Marketing and Quality of Life: Case Studies from an International Perspective (Applying Quality of Life Research)

This book discusses how various social marketing campaigns have taken up and had an impact on important aspects of quality of life across the world. The chapters bring up case studies from different regions, showing how successful social marketing campaigns have been instrumental in addressing public health challenges, discrimination and exclusion, violence, and inequity; and in changing public perceptions in different countries and through public and nonprofit organizations, but also through businesses. Thus, this book approaches social marketing from a quality-of-life (QOL) marketing philosophy, taking an international perspective. It includes 26 case studies discussing how social marketing campaigns were developed and implemented in specific cases related to disease prevention and risk behavior, safe and healthy lifestyles, and inclusion and interpersonal relationships. It also covers social marketing campaigns related to COVID-19 in various countries. The book is both comprehensive and provides in-depth understanding of every case, and is useful for research, policy making, development communication and social marketing. Graduate students, researchers, practitioners, and social marketers alike will find this book interesting.

Applied Social Psychology: Understanding And Addressing Social And Practical Problems (PDF)

This student-friendly introduction to the field focuses on understanding social and practical problems and developing intervention strategies to address them. Offering a balance of theory, research, and application, the updated Third Edition includes the latest research, as well as new, detailed examples of qualitative research throughout. The book begins with separate chapters that define the field, examine social psychological theory, review research methods, and consider the design and evaluation of interventions. Subsequent content chapters focus on the application of social psychological theory and knowledge to such areas as counseling, sports, media, health, education, organizations, criminal justice, community, environment, and diversity.

Applied Social Psychology: Understanding And Addressing Social And Practical Problems (PDF)

This is an introduction to the field of applied social psychology which looks at the nature of social psychological theory and how it is used to enhance our understanding of social and practical issues. The book begins with separate chapters that define the field, examine social psychological theory, review research methods, and consider the design and evaluation of interventions. Subsequent content chapters focus on the application of social psychological theory and knowledge to such areas as counseling, sports, media, health, education, organizations, criminal justice, community, environment, and diversity.

Applied Social Psychology: Understanding And Managing Social Problems (PDF)

Applied social psychology combines the science of social psychology with the practical application of solving social problems that exist in the real world. This exciting textbook provides a thorough explanation of how social psychologists can contribute to the understanding and management of different social problems. A highly prestigious team of contributors from across Europe and the United States illustrate how social psychological theories, research methods and intervention techniques can be successfully applied to social problems encountered in the fields of physical and mental health, integration and immigration issues, gender issues, organizational issues, economic behaviour, political behaviour, environmental behaviour and education. Each field studied features an overview of important problems, the role of human behaviour in these problems, the factors influencing relevant behaviour, and effective ways to change this behaviour. This is an essential volume for all undergraduate and graduate students studying applied social psychology.

Applied Social Psychology: Understanding And Managing Social Problems