The Reviewer S Guide To Quantitative Methods In The Social Sciences

The Reviewer’s Guide to Quantitative Methods in the Social Sciences is designed for evaluators of research manuscripts and proposals in the social and behavioral sciences, and beyond. Its thirty-one uniquely structured chapters cover both traditional and emerging methods of quantitative data analysis, which neither junior nor veteran reviewers can be expected to know in detail. The book updates readers on each technique’s key principles, appropriate usage, underlying assumptions, and limitations. It thereby assists reviewers to offer constructive commentary on works they evaluate, and also serves as an indispensable author’s reference for preparing sound research manuscripts and proposals. Key features include: The chapters cover virtually all of the popular classic and emerging quantitative techniques, thus helping reviewers to evaluate a manuscript’s methodological approach and its data analysis. In addition, the volume serves as an indispensable reference tool for those designing their own research. For ease of use, all chapters follow the same structure: the opening page of each chapter defines and explains the purpose of that statistical method the next one or two pages provide a table listing various criteria that should be considered when evaluating and applying that methodological approach to data analysis the remainder of each chapter contains numbered sections corresponding to the numbered criteria listed in the opening table. Each section explains the role and importance of that particular criterion. Chapters are written by methodological and applied scholars who are expert in the particular quantitative method being reviewed.

The Reviewer’s Guide to Quantitative Methods in the Social Sciences provides evaluators of research manuscripts and proposals in the social and behavioral sciences with the resources they need to read, understand, and assess quantitative work. 35 uniquely structured chapters cover both traditional and emerging methods of quantitative data analysis, which neither junior nor veteran reviewers can be expected to know in detail. The second edition of this valuable resource updates readers on each technique’s key principles, appropriate usage, underlying assumptions and limitations, providing reviewers with the information they need to offer constructive commentary on works they evaluate. Written by methodological and applied scholars, this volume is also an indispensable author’s reference for preparing sound research manuscripts and proposals.

Designed for reviewers of research manuscripts and proposals in the social and behavioral sciences, and beyond, this title includes chapters that address traditional and emerging quantitative methods of data analysis.

This book provides a useful guide for researchers, reviewers, and consumers who are charged with judging the quality of qualitative studies.

Visual displays play a crucial role in knowledge generation and communication. The purpose of the volume is to provide researchers with a framework that helps them use visual displays to organize and interpret data; and to communicate their findings in a comprehensible way within different research (e.g., quantitative, mixed methods) and testing traditions that improves the presentation and understanding of findings. Further, this book includes contributions from leading scholars in testing and quantitative, qualitative, and mixed methods research, and results reporting. The volume’s focal question is: What are the best principles and practices for the use of visual displays in the research and testing process, which broadly includes the analysis, organization, interpretation, and communication of data? The volume is organized into four sections. Section I provides a rationale for this volume; namely, that including visual displays in research and testing can enhance comprehension and processing efficiency. Section II includes addresses theoretical frameworks and universal design principles for visual displays. Section III examines the use of visual displays in quantitative, qualitative, and mixed methods research. Section IV focuses on using visual displays to report testing and assessment data.

Your #1 resource for carrying out educational research as part of postgraduate study. High-quality educational research requires careful consideration of every aspect of the process. This all-encompassing textbook written by leading international experts gives you considered overview of principles that underpin research, and key qualitative, quantitative and mixed methods for research design, data collection and analysis. This third edition includes four new chapters: Disseminating your research Data science and computational research methods Observational methods Analysis of variance (ANOVA) Plus a new Research essentials feature that highlights key ‘must-haves’ or misconceptions relating to each methodological approach, research design or analytical tool discussed. This is essential reading for postgraduate students on education courses and early career researchers looking to sharpen their research practice.

Foundational characteristics of qualitative research include flexibility, variation in application, critique, and innovation all of which derive from its subjective roots in interpretivism and constructivism. While the scholars who design qualitative research projects envision these qualities as strengths, such a breadth of practices and the assumptions that undergird them may present challenges during the peer review process. As a result, those who review and consume qualitative research often have important and difficult-to-answer questions about the project’s design, strategies/tools, and analysis, with few guidelines for gauging the merit of the work. The mission of this book is to provide a useful guide for researchers, reviewers, and consumers who are charged with judging the quality of qualitative studies. In order to embrace the challenges and controversies that accompany this goal, the editors have solicited experts representing multiple disciplines and methods of qualitative inquiry. Their contributions represent the rich diversity in the field while simultaneously producing a pragmatic and useful guide. While it is neither possible nor desirable to compartmentalize qualitative approaches and issues into neatly organized categories, the construct of method has been chosen as a common organizing device. The introductory chapter explains the need for such a book and underscores the foundational strengths of qualitative research: flexibility, variation, critique, and innovation. The remaining chapters review the principal approaches to qualitative research with care taken not to standardize, rigidly define, or oversimplify any approach. For ease of use, all methodological chapters are organized around the following elements of inquiry which reviewers tend to examine: definition, sampling, data collection, data analysis, representation, and congruency.

This volume is the second in a two-part series on differentiating approaches to quantitative research from more traditional positivistic and postpositivistic approaches. While the first volume provided an expanded conceptualization of critical quantitative inquiry, this volume concludes the series by: applying critical quantitative approaches to new populations of college students who are rarely addressed in institutional and higher education research, such as American Indian, Alaska Native, and students with disabilities, applying the principles of quantitative criticalism to advanced methods of statistical analysis, and discussing the variety of challenges to overcome and presenting a future research agenda using these methods. This work is of interest to institutional and higher education researchers who want to expand and critique new ways of thinking about the broad array of populations participating in and served by higher education, while keeping in mind the goals of revealing inequity, challenging marginalization, and helping all students to succeed. This is the 163rd volume of this Jossey-Bass quarterly report series. Timely and comprehensive, New Directions for Institutional Research provides planners and administrators in all types of academic institutions with guidelines in such areas as resource coordination, information analysis, program evaluation, and institutional management.