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Books > Social sciences > Sociology, social studies > Social research & statistics > General

Higher Education: Handbook of Theory and Research - Volume XII (Hardcover, 1997 ed.): J.C. Smart Higher Education: Handbook of Theory and Research - Volume XII (Hardcover, 1997 ed.)
J.C. Smart
R5,405 Discovery Miles 54 050 Ships in 18 - 22 working days

The Handbook series provides a compendium of thorough and integrative literature reviews on a diverse array of topics of interest to the higher education scholarly and policy communities. Each chapter provides a comprehensive review of research findings on a selected topic, critiques the research literature in terms of its conceptual and methodological rigor, and sets forth an agenda for future research intended to advance knowledge on the chosen topic.

Bridging the Knowledge Divide - Educational Technology for Development (Hardcover, New): Stewart Marshall, Wanjira Kinuthia,... Bridging the Knowledge Divide - Educational Technology for Development (Hardcover, New)
Stewart Marshall, Wanjira Kinuthia, Wallace Taylor
R2,977 Discovery Miles 29 770 Ships in 18 - 22 working days

In many international settings, developing economies are in danger of declining as the digital divide becomes the knowledge divide. This decline attacks the very fabric of cohesion and purpose for these regional societies delivering increased social, health, economic and sustainability problems. The examples in this book will provide leaders, policy developers, researchers, students and community with successful strategies and principles of ICT use in education to address these needs. This book will discuss how educational technology can be used to transform education and assist developing communities to close the knowledge divide. It will provide comprehensive coverage of educational technology in development in different professions and parts of world. The book will provide examples of best practice, case studies and principles for educators, community leaders, researchers and policy advisers on the use of educational technology for development. In particular, it will provide examples of how education can be provided more flexibly in order to provide access to hitherto disadvantaged communities and individuals.

Advocacy in Academia and the Role of Teacher Preparation Programs (Hardcover): Ursula Thomas Advocacy in Academia and the Role of Teacher Preparation Programs (Hardcover)
Ursula Thomas
R4,831 Discovery Miles 48 310 Ships in 18 - 22 working days

Due to changes in funding and legislation, educating as a career has become unstable. It is imperative to establish a culture that values education in order to encourage pursuing and preserving the profession of teaching. Advocacy in Academia and the Role of Teacher Preparation Programs is an essential reference source for the latest scholarly research on the need of support for students and faculty by examining policy, student engagement, professorial activism, and integrated allied services. Featuring extensive coverage on a broad range of topics such as student success, specialty programs, and service learning, this publication is ideally designed for academicians, researchers, and practitioners seeking current research on issues of advocacy in education.

Matrix-Based Introduction to Multivariate Data Analysis (Hardcover, 2nd ed. 2020): Kohei Adachi Matrix-Based Introduction to Multivariate Data Analysis (Hardcover, 2nd ed. 2020)
Kohei Adachi
R4,015 Discovery Miles 40 150 Ships in 10 - 15 working days

This is the first textbook that allows readers who may be unfamiliar with matrices to understand a variety of multivariate analysis procedures in matrix forms. By explaining which models underlie particular procedures and what objective function is optimized to fit the model to the data, it enables readers to rapidly comprehend multivariate data analysis. Arranged so that readers can intuitively grasp the purposes for which multivariate analysis procedures are used, the book also offers clear explanations of those purposes, with numerical examples preceding the mathematical descriptions. Supporting the modern matrix formulations by highlighting singular value decomposition among theorems in matrix algebra, this book is useful for undergraduate students who have already learned introductory statistics, as well as for graduate students and researchers who are not familiar with matrix-intensive formulations of multivariate data analysis. The book begins by explaining fundamental matrix operations and the matrix expressions of elementary statistics. Then, it offers an introduction to popular multivariate procedures, with each chapter featuring increasing advanced levels of matrix algebra. Further the book includes in six chapters on advanced procedures, covering advanced matrix operations and recently proposed multivariate procedures, such as sparse estimation, together with a clear explication of the differences between principal components and factor analyses solutions. In a nutshell, this book allows readers to gain an understanding of the latest developments in multivariate data science.

Improving the Evaluation of Scholarly Work - The Application of Service Theory (Hardcover, 1st ed. 2022): Evert Gummesson,... Improving the Evaluation of Scholarly Work - The Application of Service Theory (Hardcover, 1st ed. 2022)
Evert Gummesson, Montserrat Diaz-Mendez, Michael Saren
R3,984 Discovery Miles 39 840 Ships in 10 - 15 working days

This book aims to stimulate debate in the growing and highly controversial area of measuring scholarly work. The authors examine key aspects of this topic through the lens of the latest theoretical developments in service science and associated fields. It includes chapters explaining the theoretical developments and methodological aspects of measuring the quality of academic teaching and research, while other chapters provide a review and analysis of various types of scholarly work metrics and processes with examples from several countries, cultures, and educational systems. The current growing concern about higher education (HE) quality has prompted institutions to divide university teachers' work into different areas and to design methods aimed at measuring the productivity of these areas. It is widely accepted that the need to evaluate HE service quality is a relevant issue for any society. However, the authors argue that most of the current practices used in the pursuit of this objective are jeopardizing the future of the university as a place of knowledge generation, science evolution and professional education.

The New Statistical Analysis of Data (Hardcover, 1st ed. 1996. Corr. 2nd printing 1996): T.W. Anderson, Jeremy D. Finn The New Statistical Analysis of Data (Hardcover, 1st ed. 1996. Corr. 2nd printing 1996)
T.W. Anderson, Jeremy D. Finn
R3,053 Discovery Miles 30 530 Ships in 18 - 22 working days

A non-calculus based introduction for students studying statistics, business, engineering, health sciences, social sciences, and education. It presents a thorough coverage of statistical techniques and includes numerous examples largely drawn from actual research studies. Little mathematical background is required and explanations of important concepts are based on providing intuition using illustrative figures and numerical examples. The first part shows how statistical methods are used in diverse fields in answering important questions, while part two covers descriptive statistics and considers the organisation and summarisation of data. Parts three to five cover probability, statistical inference, and more advanced statistical techniques.

Applied Research Methods in Urban and Regional Planning (Hardcover, 1st ed. 2022): Yanmei Li, Sumei Zhang Applied Research Methods in Urban and Regional Planning (Hardcover, 1st ed. 2022)
Yanmei Li, Sumei Zhang
R2,714 Discovery Miles 27 140 Ships in 10 - 15 working days

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.

Translating Great Russian Literature - The Penguin Russian Classics (Paperback): Cathy McAteer Translating Great Russian Literature - The Penguin Russian Classics (Paperback)
Cathy McAteer
R1,347 Discovery Miles 13 470 Ships in 9 - 17 working days

Launched in 1950, Penguin's Russian Classics quickly progressed to include translations of many great works of Russian literature and the series came to be regarded by readers, both academic and general, as the de facto provider of classic Russian literature in English translation, the legacy of which reputation resonates right up to the present day. Through an analysis of the individuals involved, their agendas, and their socio-cultural context, this book, based on extensive original research, examines how Penguin's decisions and practices when translating and publishing the series played a significant role in deciding how Russian literature would be produced and marketed in English translation. As such the book represents a major contribution to Translation Studies, to the study of Russian literature, to book history and to the history of publishing.

The Authority Gap - Why women are still taken less seriously than men, and what we can do about it (Paperback): Mary Ann... The Authority Gap - Why women are still taken less seriously than men, and what we can do about it (Paperback)
Mary Ann Sieghart
R295 R272 Discovery Miles 2 720 Save R23 (8%) Ships in 5 - 10 working days

*A WATERSTONES 'BEST POLITICAL BOOK OF THE YEAR'* *A TIMES 'BEST PHILOSOPHY AND IDEAS' BOOK OF 2021* *A GUARDIAN 'BEST POLITICS BOOKS OF THE YEAR'* LONGLISTED FOR THE 2022 BUSINESS BOOK AWARD 'A brilliant manifesto explaining why women are still so underestimated and overlooked in today's world, but how we can also be hopeful for change' - Philippa Perry 'An impassioned, meticulously argued and optimistic call to arms for anyone who cares about creating a fairer society' - Observer __________ Imagine living in a world in which you were routinely patronised by women. Imagine having your views ignored or your expertise frequently challenged by them. Imagine people always addressing the woman you are with before you. Now imagine a world in which the reverse of this is true. The Authority Gap provides a startling perspective on the unseen bias at work in our everyday lives, to reveal the scale of the gap that still persists between men and women. Would you believe that US Supreme Court Justices are interrupted four times more often than male ones... 96% of the time by men? Or that British parents, when asked to estimate their child's IQ will place their son at 115 and their daughter at 107? Marshalling a wealth of data with precision and insight, and including interviews with pioneering women such as Baroness Hale, Mary Beard and Bernadine Evaristo, Mary Ann exposes unconscious bias in this fresh feminist take on how to address and counteract systemic sexism in ways that benefit us all. Includes interviews with pioneering women such as: Baroness Hale Mary Beard Bernadine Evaristo Mary McAleese Julia Gillard Dolly Alderton and Pandora Sykes Cherie Blair Liz Truss Amber Rudd Frances Morris Laura Bates __________ 'Hugely exciting' - Emily Maitlis 'Deeply researched, profoundly thoughtful and a book very much for the here and now: Mary Ann Sieghart's The Authority Gap is the book she was probably born to write' - Andrew Marr 'At last here is a credible roadmap that is capable of taking women from the margins to the centre by bridging the authority gap that holds back even the best and most talented of women. - Mary McAleese, Former President of Ireland

International Human Resources Management (Hardcover, 3rd ed.): Gerald R. Ferris International Human Resources Management (Hardcover, 3rd ed.)
Gerald R. Ferris; Edited by (ghost editors) James B. Shaw, Paul S. Kirkbride; Edited by Kendrith M. Rowland
R3,459 R3,255 Discovery Miles 32 550 Save R204 (6%) Ships in 10 - 15 working days

This supplemental volume is divided into parts covering the broad view of international human resources management, HRM issues and practices in Europe and in other important regions, and international HRM and expatriates.

Scholarly Book Reviewing in the Social Sciences and Humanities - The Flow of Ideas Within and Among Disciplines (Hardcover):... Scholarly Book Reviewing in the Social Sciences and Humanities - The Flow of Ideas Within and Among Disciplines (Hardcover)
Ylva Lindholm-Romantschuk
R2,516 Discovery Miles 25 160 Ships in 18 - 22 working days

This study explores the flow of information within and among academic disciplines in the social sciences and humanities through analyses of the patterns of scholarly book reviewing. An elite sample of scholarly monographs published by university presses between 1971 and 1990 was used.

Beginning with Derek de Solla Price, the measurement of communication within the disciplines of science has been ongoing. In the present book that field of inquiry is summarized and provides a basis for examining the flow of information in the social sciences and humanities.

Methodological Prospects for Scientific Research - From Pragmatism to Pluralism (Hardcover, 1st ed. 2020): Wenceslao J Gonz alez Methodological Prospects for Scientific Research - From Pragmatism to Pluralism (Hardcover, 1st ed. 2020)
Wenceslao J Gonz alez
R2,671 Discovery Miles 26 710 Ships in 18 - 22 working days

This book highlights the existence of a diversity of methods in science, in general, in groups of sciences (natural, social or the artificial), and in individual sciences. This methodological variety is open to a number of consequences, such as the differences in the research according to levels of reality (micro, meso and macro), which leads to multi-scale modelling and to questioning "fundamental" parts in the sciences, understood as the necessary support for the whole discipline. In addition, this volume acknowledges the need to assess the efficacy of procedures and methods of scientific activity in engendering high quality results in research made; the relevance of contextual factors for methodology of science; the existence of a plurality of stratagems when doing research in empirical sciences (natural, social and of the artificial); and the need for an ethical component while developing scientific methods, because values should have a role in scientific research. The book is of interest to a broad audience of philosophers, academics in various fields, graduate students and research centers interested in methodology of science.

Cross-cultural Analysis of Organizations (Hardcover): Samuel B Bacharach Cross-cultural Analysis of Organizations (Hardcover)
Samuel B Bacharach; Edited by Samuel B Bacharach, Miriam Erez, Peter A. Bamberger
R3,250 Discovery Miles 32 500 Ships in 10 - 15 working days

This series considers theoretical, methodological and research issues relevant to organizational sociology. It is specifically concerned with trying to specify the unique contributions of broad sociological theories and research techniques to the analysis of organizations. Both micro and macro sociological approaches are emphasized. From a micro perspective an effort is made to bring to the forefront such perspectives as phenomenology, ethnomethodology and symbolic interaction. The macro analysis also places an emphasis on the institutional, historical and cultural examination of organizations. An effort is made to use this series as a forum for the presentation of theories and research which challenge conventional views of organizational sociology. This volume presents an examination of organizations which is cross-cultural, covering all areas of cultural diversity and spanning countries, generations and identities.

An Introduction to Using Mapping Sentences (Hardcover, 1st ed. 2021): Paul M.W. Hackett, Katelyn Lustig An Introduction to Using Mapping Sentences (Hardcover, 1st ed. 2021)
Paul M.W. Hackett, Katelyn Lustig
R1,721 Discovery Miles 17 210 Ships in 18 - 22 working days

This book acts as an introductory guide to understanding and using the mapping sentence as a tool in social science and humanities research. The book fills the need for a concise text that simply instructs how and when to use a mapping sentence and provides practical examples. Mapping sentences are a major research component and tool of facet theory. The book begins by covering the background to mapping sentence, including the philosophy and theory underpinning it. The following chapter discuss what mapping sentence is, what different kinds of mapping sentences exist, and knowing when and which to use it in a given situation. The book then moves into describing how to write a mapping sentence and how to analyse the information gained from mapping sentence research. It ends with a consideration of the future developments of mapping sentences and their applications across the social sciences and humanities, including in particular psychology, marketing, behavioural biology, art and health.

Politics, Education, and Social Problems - Complicated Classroom Conversations (Hardcover, 1st ed. 2021): Jennifer Rich Politics, Education, and Social Problems - Complicated Classroom Conversations (Hardcover, 1st ed. 2021)
Jennifer Rich
R1,747 Discovery Miles 17 470 Ships in 18 - 22 working days

This book offers an innovative perspective on the intersection of politics, education, and social problems. It considers how we can create social change by talking about politics and social problems in more open, direct, and inclusive ways in educational spaces. Drawing on data from a range of settings, this book closely examines how and when complicated conversations take place in classrooms, schools, and communities. The book tackles a series of hot-button, timely issues, including race, religion, politics, and gender, and turns a critical eye to schools and the communities in which they are situated; the conversations adults have-and pointedly ignore-with one another; and, perhaps most critically, the politics that shape our society.

Researching Social Processes in the Laboratory (Hardcover): Carl J. Couch Researching Social Processes in the Laboratory (Hardcover)
Carl J. Couch
R3,345 Discovery Miles 33 450 Ships in 10 - 15 working days

Contemporary Studies in Sociology

Bayesian Evaluation of Informative Hypotheses (Hardcover, 2008 ed.): Herbert Hoijtink, Irene Klugkist, Paul Boelen Bayesian Evaluation of Informative Hypotheses (Hardcover, 2008 ed.)
Herbert Hoijtink, Irene Klugkist, Paul Boelen
R2,703 Discovery Miles 27 030 Ships in 18 - 22 working days

This book provides an overview of the developments in the area of Bayesian evaluation of informative hypotheses that took place since the publication of the ?rst paper on this topic in 2001 [Hoijtink, H. Con?rmatory latent class analysis, model selection using Bayes factors and (pseudo) likelihood ratio statistics. Multivariate Behavioral Research, 36, 563-588]. The current state of a?airs was presented and discussed by the authors of this book during a workshop in Utrecht in June 2007. Here we would like to thank all authors for their participation, ideas, and contributions. We would also like to thank Sophie van der Zee for her editorial e?orts during the construction of this book. Another word of thanks is due to John Kimmel of Springer for his con?dence in the editors and authors. Finally, we would like to thank the Netherlands Organization for Scienti?c Research (NWO) whose VICI grant (453-05-002) awarded to the ?rst author enabled the organization of the workshop, the writing of this book, and continuation of the research with respect to Bayesian evaluation of informative hypotheses.

Educational Research - Contemporary Issues and Practical Approaches (Hardcover, 2nd edition): Jerry Wellington Educational Research - Contemporary Issues and Practical Approaches (Hardcover, 2nd edition)
Jerry Wellington
R5,239 Discovery Miles 52 390 Ships in 18 - 22 working days

What is educational research? What are its current approaches, methods and methodologies? How should existing literature be reviewed and evaluated critically? What are the key philosophical debates in and on educational research? How should research in education be conducted and how should it be presented? And what is the value of such research?With this extensively revised edition of a much-admired and engaging guide, Jerry Wellington provides clear and constructive answers to these questions, complete with detailed advice on methods such as interviewing, surveys, documentary research and the use of focus groups. Thoroughly overhauled and updated, this edition includes new case studies, helpful 'key theories' and 'key theorist' boxes, and a range of activities or 'points to ponder' to foster engagement with current issues. Retaining the clarity and concision of the previous edition, and its approachable and practical style, Jerry Wellington provides an invaluable text for all those engaged in educational research.

Research in Education: Evidence-Based Inquiry - New International Edition (Paperback, 7th edition): James McMillan, Sally... Research in Education: Evidence-Based Inquiry - New International Edition (Paperback, 7th edition)
James McMillan, Sally Schumacher 4
R1,925 R1,559 Discovery Miles 15 590 Save R366 (19%) Ships in 5 - 10 working days

This substantially revised text provides a comprehensive, highly accessible, and student friendly introduction to the principles, concepts, and methods currently used in educational research. This text provides a balanced combination of quantitative and qualitative methods and enables students to master skills in reading, understanding, critiquing, and conducting research. Many examples and article excerpts are used throughout the text to demonstrate and highlight best practices in educational research. Evidence-based inquiry is emphasized in two ways: (1) Introductory chapters focus on the added importance of data driven decision-making, (2) Methodological chapters provide explicit guidelines for conducting empirical studies.

Why are Women more Religious than Men? (Paperback): Marta Trzebiatowska, Steve Bruce Why are Women more Religious than Men? (Paperback)
Marta Trzebiatowska, Steve Bruce
R847 Discovery Miles 8 470 Ships in 10 - 15 working days

Women are more religious than men. Despite being excluded from leadership positions, in almost every culture and religious tradition, women are more likely than men to pray, to worship, and to claim that their faith is important to them. Women also dominate the world of 'New Age' spirituality and are far more superstitious than men. This book reviews the now sizeable body of social research to consider if the gender gap in religion is indeed universal. Marta Trzebiatowska and Steve Bruce extensively critique competing explanations of the differences found. They conclude that the gender gap is not the result of biology but is rather the consequence of important social differences over-lapping and reinforcing each other. Responsibility for managing birth, child-rearing and death, for example, and attitudes to the body, illness and health, each play a part. In the West, the gender gap is exaggerated because the social changes that undermined the plausibility of religion bore most heavily on men first. Where the lives of men and women become more similar, and where religious indifference grows, the gender gap gradually disappears. Written in an accessible style whilst drawing some robust conclusions, the book's main purpose is to serve as a state-of-the-art review for those interested in one of the largest differences between male and female behaviour.

Applying Quantitative Bias Analysis to Epidemiologic Data (Hardcover, 2nd ed. 2021): Matthew P. Fox, Richard F. MacLehose,... Applying Quantitative Bias Analysis to Epidemiologic Data (Hardcover, 2nd ed. 2021)
Matthew P. Fox, Richard F. MacLehose, Timothy L. Lash
R1,983 Discovery Miles 19 830 Ships in 10 - 15 working days

This textbook and guide focuses on methodologies for bias analysis in epidemiology and public health, not only providing updates to the first edition but also further developing methods and adding new advanced methods. As computational power available to analysts has improved and epidemiologic problems have become more advanced, missing data, Bayes, and empirical methods have become more commonly used. This new edition features updated examples throughout and adds coverage addressing: Measurement error pertaining to continuous and polytomous variables Methods surrounding person-time (rate) data Bias analysis using missing data, empirical (likelihood), and Bayes methods A unique feature of this revision is its section on best practices for implementing, presenting, and interpreting bias analyses. Pedagogically, the text guides students and professionals through the planning stages of bias analysis, including the design of validation studies and the collection of validity data from other sources. Three chapters present methods for corrections to address selection bias, uncontrolled confounding, and measurement errors, and subsequent sections extend these methods to probabilistic bias analysis, missing data methods, likelihood-based approaches, Bayesian methods, and best practices.

Methodological Practices in Social Movement Research (Hardcover): Donatella della Porta Methodological Practices in Social Movement Research (Hardcover)
Donatella della Porta
R3,506 Discovery Miles 35 060 Ships in 10 - 15 working days

Social movement studies have grown enormously in the last few decades, spreading from sociology and political science to other fields of knowledge, as varied as geography, history, anthropology, psychology, economics, law and others. With the growing interest in the field, there has been also an increasing need for methodological guidance for empirical research. This volume addresses this need by introducing the main methods of data collection and data analysis as they have been used in past research on social movements. Unlike other volumes, the book offers a practical, how-to approach and not simply a review of the methodological literature. Each author writes on a method they are very familiar with, having used it extensively in their own work. And each chapter presents specific discussions on every stage of research: from research design to data collection and the use of the information gathered. Throughout, research dilemmas and choices are presented, illustrated, and discussed. The volume offers an essential point of references for anyone undertaking research on social movements.

Simply Rational - Decision Making in the Real World (Hardcover): Gerd Gigerenzer Simply Rational - Decision Making in the Real World (Hardcover)
Gerd Gigerenzer
R2,482 Discovery Miles 24 820 Ships in 10 - 15 working days

Statistical illiteracy can have an enormously negative impact on decision making. This volume of collected papers brings together applied and theoretical research on risks and decision making across the fields of medicine, psychology, and economics. Collectively, the essays demonstrate why the frame in which statistics are communicated is essential for broader understanding and sound decision making, and that understanding risks and uncertainty has wide-reaching implications for daily life. Gerd Gigerenzer provides a lucid review and catalog of concrete instances of heuristics, or rules of thumb, that people and animals rely on to make decisions under uncertainty, explaining why these are very often more rational than probability models. After a critical look at behavioral theories that do not model actual psychological processes, the book concludes with a call for a "heuristic revolution" that will enable us to understand the ecological rationality of both statistics and heuristics, and bring a dose of sanity to the study of rationality.

Sustainable Pipe Jacking Technology in the Urban Environment - Recent Advances and Innovations (Hardcover, 1st ed. 2022):... Sustainable Pipe Jacking Technology in the Urban Environment - Recent Advances and Innovations (Hardcover, 1st ed. 2022)
Dominic Ek Leong Ong, Marco Barla, Jason Wen-Chieh Cheng, Chung Siung Choo, Minmin Sun, …
R4,000 Discovery Miles 40 000 Ships in 10 - 15 working days

This book highlights recent advancements and innovations in trenchless technology via the adoption of combined micro-tunnelling and pipe-jacking techniques. This technique is more environmentally friendly, cost effective, less time-consuming and less disruptive compared to conventional open trench excavations for urban construction and urban infrastructure renewal projects. Pipe jacking is a non-destructive technique used in the installation of underground pipelines using a tunnel boring machine (TBM) and thrust forces derived from the hydraulic jack set-up in a deep jacking shaft. It is popular and commonly used worldwide for the installation of sewer and common services cable tunnels as well as for oil and gas pipelines.

Basic Principles of Structural Equation Modeling - An Introduction to LISREL and EQS (Hardcover, 1st ed. 1996. Corr. 2nd... Basic Principles of Structural Equation Modeling - An Introduction to LISREL and EQS (Hardcover, 1st ed. 1996. Corr. 2nd printing 1999)
Ralph O. Mueller
R1,546 Discovery Miles 15 460 Ships in 18 - 22 working days

During the last two decades, structural equation modeling (SEM) has emerged as a powerful multivariate data analysis tool in social science research settings, especially in the fields of sociology, psychology, and education. Although its roots can be traced back to the first half of this century, when Spearman (1904) developed factor analysis and Wright (1934) introduced path analysis, it was not until the 1970s that the works by Karl Joreskog and his associates (e. g., Joreskog, 1977; Joreskog and Van Thillo, 1973) began to make general SEM techniques accessible to the social and behavioral science research communities. Today, with the development and increasing avail ability of SEM computer programs, SEM has become a well-established and respected data analysis method, incorporating many of the traditional analysis techniques as special cases. State-of-the-art SEM software packages such as LISREL (Joreskog and Sorbom, 1993a, b) and EQS (Bentler, 1993; Bentler and Wu, 1993) handle a variety of ordinary least squares regression designs as well as complex structural equation models involving variables with arbitrary distributions. Unfortunately, many students and researchers hesitate to use SEM methods, perhaps due to the somewhat complex underlying statistical repre sentation and theory. In my opinion, social science students and researchers can benefit greatly from acquiring knowledge and skills in SEM since the methods-applied appropriately-can provide a bridge between the theo retical and empirical aspects of behavioral research."

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