George A. Morgan

Nancy L. Leech

Karen C. Barrett

Designed to help readers analyze and interpret research data using IBM SPSS, this user-friendly book shows readers how to choose the appropriate statistic based on the design, perform intermediate statistics, including multivariate statistics, interpret output, and write about the results. The book reviews research designs and how to assess the accuracy and reliability of data: whether data meet the assumptions of statistical tests; how to calculate and interpret effect sizes for intermediate statistics, including odds ratios for logistic and discriminant analyses; how to compute and interpret post-hoc power; and an overview of basic statistics for those who need a review. Unique chapters on multilevel linear modeling, multivariate analysis of variance (MANOVA), assessing reliability of data, and factor analysis are provided. SPSS syntax, along with the output, is included for those who prefer this format. The new edition features: IBM SPSS version 19; although the book can be used with most older and newer versions expanded discussion of assumptions and effect size measures in several chapters expanded discussion of multilevel modeling expansion of other useful SPSS functions in Appendix A examples that meet the new formatting guidelines in the 6th edition of the APA Publication Manual (2010) flowcharts and tables to help select the appropriate statistic and interpret statistical significance and effect sizes multiple realistic data sets available on the website used to solve the chapter problems password protected Instructor's Resource materials with PowerPoint slides, answers to interpretation questions and extra SPSS problems, and chapter outlines and study guides. IBM SPSS for Intermediate Statistics, Fourth Edition provides helpful teaching tools: all of the key SPSS windows needed to perform the analyses outputs with call-out boxes to highlight key points interpretation sections and questions to help students better understand and interpret the output extra problems using multiple realistic data sets for practice in conducting analyses using intermediate statistics helpful appendices on how to get started with SPSS, writing research questions, and review of basic statistics. An ideal supplement for courses in either intermediate/advanced statistics or research methods taught in departments of psychology, education, and other social and health sciences, this book is also appreciated by researchers in these areas looking for a handy reference for SPSS.

Use and Interpretation, Fourth Edition

IBM SPSS for Intermediate Statistics

Nathan A. Fox

Karen Caplovitz Barrett

Deborah J. Fidler

Lisa A. Daunhauer

The development of self- and emotional regulatory processes helps children to regulate their behavior based on their cultural context and to develop positive social relationships. This handbook brings together heretofore disparate literatures on self- and emotional regulation, brain and physiological processes, mastery motivation, and atypical development to highlight how mastery motivation is related to self-regulation and to clarify the relation between these various processes. Authors from a variety of countries and backgrounds provide an integrated, up-to-date review of the research and the key theoretical models to demonstrate how these processes relate to cultural and individual differences in both typical and atypical development. The renowned editors, all experts in a particular domain of self-regulation, provide section opening chapters that review the literature, provide a perspective that explains the findings, and suggest directions for future research. Although the focus is on quantitative studies, some qualitative findings and research using brain imaging methodologies are included. Outstanding features include: Reviews the development of self and emotional regulation from infancy through adolescence. Contributors from various countries and backgrounds provide an integrative review of the literature to guide the direction of future research. Features contributions from those who have had a strong impact on self-regulation research. Reviews research on developmental disorders that have implications for self-regulation. There are four sections. Section one introduces the development of self- and emotional regulation. This section reviews how self-regulation adapts based on personal and culturally-based goals and how individual differences predispose some to behavior disorders. Socialization influences are examined including a look at when typical regulation processes go awry. Section 2 examines physiological and brain processes as they relate to the development of typical and atypical processes, along with neurocognitive development of performance monitoring and how these processes change over time, cortical activation differences, and behavioral and electrocortical measures of attentional bias. Section 3 reviews the development of self-regulation and mastery motivation including a review of the Dimensions of Mastery Questionnaire (DMQ), cross-national comparisons, and what the DMQ can tell us about self-regulation. The section concludes with a look at the development of self-regulation and mastery motivation in individuals with a developmental disability. Section 4 examines self-regulation in atypical development and evidence-based treatment approaches in children with ADHD, autism, and Down syndrome. This book is intended for researchers, graduate students, and practitioners in psychology, neuroscience, human development, and education interested in the development of self and emotional regulatory processes.

George A. Morgan

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