This book offers a complete, practical guide to doing an intensive longitudinal study with individuals, dyads, or groups. It provides the tools for studying social, psychological, and physiological processes in everyday contexts, using methods such as diary and experience sampling. A range of engaging, worked-through research examples with datasets are featured. Coverage includes how to: select the best intensive longitudinal design for a particular research question, apply multilevel models to within-subject designs, model within-subject change processes for continuous and categorical outcomes, assess the reliability of within-subject changes, assure sufficient statistical power, and more. Several end-of-chapter write-ups illustrate effective ways to present study findings for publication. Datasets and output in SPSS, SAS, Mplus, HLM, MLwiN, and R for the examples are available on the companion website (www.intensivelongitudinal.com).
Other protocols, such as those used in fMRI and monitoring of public safety, also produce ILD, hence the statistical models in this volume are applicable to a range of data.
Class-tested at the University of Nebraska-Lincoln and in intensive summer workshops, this is an ideal text for graduate-level courses on longitudinal analysis or general multilevel modeling taught in psychology, human development and ...
This How-to Guide provides an overview of the various types of survey designs that fall under the umbrella of intensive longitudinal survey design, such as experience sampling, ecological momentary assessment, ambulatory assessment, and ...
Figure 19.3 is one way to imagine the effects of events “pulling” on the landscape (perspective from under the ... as a traumatic life event) either changing the shape ofthe landscape or moving people from one attractor to another.
Bringing together leading authorities, this unique handbook reviews the breadth of current approaches for studying how people think, feel, and behave in everyday environments, rather than in the laboratory.
Responding to this void, Longitudinal Data Analysis provides a clear, comprehensive, and unified overview of state-of-the-art theory
"This book provides accessible treatment to state-of-the-art approaches to analyzing longitudinal studies.
... Weak Factorial Invariance Metric Invariance Loading Invariance Strong Factorial Invariance Scalar Invariance Intercept Invariance Strict Factorial Invariance Error Variance Invariance Residual Invariance Horn & McArdle, 1992 Horn, ...
This ground-breaking volume will encourage debate and dialogue on the future of youth research. It is valuable reading for advanced students and researchers in adolescent development and developmental psychology.
The book concludes with comments about additional uses of TVEM in applied research as well as software considerations and future directions. Throughout the book, proper interpretation of the output provided by TVEM is emphasized.