Download or read book Longitudinal Data Analysis in Child and Adolescent Mental Health written by Tomoya Hirota and published by Frontiers Media SA. This book was released on 2022-11-11 with total page 92 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Longitudinal Data Analysis for the Behavioral Sciences Using R written by Jeffrey D. Long and published by SAGE. This book was released on 2012 with total page 569 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a practical guide for the analysis of longitudinal behavioural data. Longitudinal data consist of repeated measures collected on the same subjects over time.
Download or read book Longitudinal Data Analysis written by Jason Newsom and published by Routledge. This book was released on 2013-06-19 with total page 407 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides accessible treatment to state-of-the-art approaches to analyzing longitudinal studies. Comprehensive coverage of the most popular analysis tools allows readers to pick and choose the techniques that best fit their research. The analyses are illustrated with examples from major longitudinal data sets including practical information about their content and design. Illustrations from popular software packages offer tips on how to interpret the results. Each chapter features suggested readings for additional study and a list of articles that further illustrate how to implement the analysis and report the results. Syntax examples for several software packages for each of the chapter examples are provided at www.psypress.com/longitudinal-data-analysis. Although many of the examples address health or social science questions related to aging, readers from other disciplines will find the analyses relevant to their work. In addition to demonstrating statistical analysis of longitudinal data, the book shows how to interpret and analyze the results within the context of the research design. The methods covered in this book are applicable to a range of applied problems including short- to long-term longitudinal studies using a range of sample sizes. The book provides non-technical, practical introductions to the concepts and issues relevant to longitudinal analysis. Topics include use of publicly available data sets, weighting and adjusting for complex sampling designs with longitudinal studies, missing data and attrition, measurement issues related to longitudinal research, the use of ANOVA and regression for average change over time, mediation analysis, growth curve models, basic and advanced structural equation models, and survival analysis. An ideal supplement for graduate level courses on data analysis and/or longitudinal modeling taught in psychology, gerontology, public health, human development, family studies, medicine, sociology, social work, and other behavioral, social, and health sciences, this multidisciplinary book will also appeal to researchers in these fields.
Download or read book Longitudinal Study of Australian Children written by and published by . This book was released on 2005 with total page 29 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Longitudinal Surveys of Children written by National Research Council and Institute of Medicine and published by National Academies Press. This book was released on 1998-09-23 with total page 127 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Committee and the Board on Children, Youth, and Families convened in September a workshop to discuss ways to foster greater collaboration and sharing of information among principal investigators of several longitudinal surveys of children. Among many topics discussed were issues of coverage and balance of content, sampling design and weighting, measurement and analysis, field operations, legitimation and retention of cases, data disclosure and dissemination, and resources available for longitudinal studies. The workshop was sponsored by the National Institute on Justice.
Download or read book Longitudinal Data Analysis written by Donald Hedeker and published by John Wiley & Sons. This book was released on 2006-05-12 with total page 360 pages. Available in PDF, EPUB and Kindle. Book excerpt: Longitudinal data analysis for biomedical and behavioral sciences This innovative book sets forth and describes methods for the analysis of longitudinaldata, emphasizing applications to problems in the biomedical and behavioral sciences. Reflecting the growing importance and use of longitudinal data across many areas of research, the text is designed to help users of statistics better analyze and understand this type of data. Much of the material from the book grew out of a course taught by Dr. Hedeker on longitudinal data analysis. The material is, therefore, thoroughly classroom tested and includes a number of features designed to help readers better understand and apply the material. Statistical procedures featured within the text include: * Repeated measures analysis of variance * Multivariate analysis of variance for repeated measures * Random-effects regression models (RRM) * Covariance-pattern models * Generalized-estimating equations (GEE) models * Generalizations of RRM and GEE for categorical outcomes Practical in their approach, the authors emphasize the applications of the methods, using real-world examples for illustration. Some syntax examples are provided, although the authors do not generally focus on software in this book. Several datasets and computer syntax examples are posted on this title's companion Web site. The authors intend to keep the syntax examples current as new versions of the software programs emerge. This text is designed for both undergraduate and graduate courses in longitudinal data analysis. Instructors can take advantage of overheads and additional course materials available online for adopters. Applied statisticians in biomedicine and the social sciences can also use the book as a convenient reference.
Download or read book Applied Longitudinal Analysis written by Garrett M. Fitzmaurice and published by John Wiley & Sons. This book was released on 2012-10-23 with total page 758 pages. Available in PDF, EPUB and Kindle. Book excerpt: Praise for the First Edition ". . . [this book] should be on the shelf of everyone interested in . . . longitudinal data analysis." —Journal of the American Statistical Association Features newly developed topics and applications of the analysis of longitudinal data Applied Longitudinal Analysis, Second Edition presents modern methods for analyzing data from longitudinal studies and now features the latest state-of-the-art techniques. The book emphasizes practical, rather than theoretical, aspects of methods for the analysis of diverse types of longitudinal data that can be applied across various fields of study, from the health and medical sciences to the social and behavioral sciences. The authors incorporate their extensive academic and research experience along with various updates that have been made in response to reader feedback. The Second Edition features six newly added chapters that explore topics currently evolving in the field, including: Fixed effects and mixed effects models Marginal models and generalized estimating equations Approximate methods for generalized linear mixed effects models Multiple imputation and inverse probability weighted methods Smoothing methods for longitudinal data Sample size and power Each chapter presents methods in the setting of applications to data sets drawn from the health sciences. New problem sets have been added to many chapters, and a related website features sample programs and computer output using SAS, Stata, and R, as well as data sets and supplemental slides to facilitate a complete understanding of the material. With its strong emphasis on multidisciplinary applications and the interpretation of results, Applied Longitudinal Analysis, Second Edition is an excellent book for courses on statistics in the health and medical sciences at the upper-undergraduate and graduate levels. The book also serves as a valuable reference for researchers and professionals in the medical, public health, and pharmaceutical fields as well as those in social and behavioral sciences who would like to learn more about analyzing longitudinal data.
Download or read book Longitudinal Research written by F. Schulsinger and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 369 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume is the product of a course on longitudinal prospective re search arranged by the three editors in Arhus, Denmark, in 1978. The course was supported by the Nordisk Kulturfond for young researchers from the Nordic countries, who had planned or had simply involved themselves in longitudinal prospective research projects of various kinds. The twenty-six participants represented a wide range of professions: statisticians, psychologists, psychiatrists, nutritionists, and public health researchers. The teachers came from many countries and represented many disciplines. The course was very successful, especially from the point of view of the quality and investment of the teachers. We felt also that the course met a strong need in this relatively new field of research. Therefore, we asked the teachers to prepare written versions of their lectures so that they could have wider dissemination; they agreed to do so. The present book is composed of these contributions. The first chap ter, after outlining some of the problems with traditional strategies in mental health research, goes on to suggest some of the possible preven tive applications of longitudinal research methods. Included in Parts II and III are papers on design problems and on the tools of long-term research, such as genetics and classification, biological measurements, epidemiological guidelines, statistical models, disease registers, and de velopmental psychology.
Download or read book Longitudinal Studies in Child Psychology and Psychiatry written by Rory Nicol and published by . This book was released on 1985-02-19 with total page 432 pages. Available in PDF, EPUB and Kindle. Book excerpt: Aimed at practioners and students in training, interested in appraisals of modern theoretical perspectives in developmental psychology and psychiatry as applied in practical research, the book shows how a variety of longitudinal research designs can be applied and the type of data they yield.
Download or read book Children at Risk written by Michael Brambring and published by Walter de Gruyter GmbH & Co KG. This book was released on 2015-04-28 with total page 504 pages. Available in PDF, EPUB and Kindle. Book excerpt: Abstract: Presents the papers from a symposium on prevention and intervention in childhoods and adolescence. The papers are divided into four sections. The first section presents theoretical approaches, methods, and findings on epidemiology, classification, and assessment. The second section prevents studies on the development of children and adolescents with specific risk constellations and disorders. In the third section, longitudinal studies are presented. The fourth section addresses the possibilities of prevention and intervention.
Download or read book Socioemotional Development and Health from Adolescence to Adulthood written by Lea Pulkkinen and published by Cambridge University Press. This book was released on 2006-07-03 with total page 454 pages. Available in PDF, EPUB and Kindle. Book excerpt: This 2006 book is based on two longitudinal studies of behavior development, both conducted in Finland, a living laboratory setting for longitudinal research. Much of the book reports results from a longitudinal study begun in Jyväskylä, Finland, in 1968, when its participants were school children. This longitudinal study is complemented by two Finnish twin-family studies, with parallel measures and overlapping aims, to yield insights into genetic and environmental sources of variation in early development and later outcomes. An array of findings from the two sets of longitudinal studies are presented, set within a theoretical framework of socioemotional development, and focused on both individual and familial predictors of health-related outcomes from childhood to early adulthood. Many contributors to this edited volume represent a second-tier of Finnish-USA collaborators. They analyzed data from the longitudinal studies as part of their advanced training, and their contributions to the book report results of such analyses.
Download or read book Advances in Longitudinal Methods in the Social and Behavioral Sciences written by Gregory R. Hancock and published by IAP. This book was released on 2012-11-01 with total page 354 pages. Available in PDF, EPUB and Kindle. Book excerpt: The importance that practitioners are placing on longitudinal designs and analyses signals a critical shift toward methods that enable a better understanding of developmental processes thought to underlie many human attributes and behaviors. A simple scan of one’s own applied literature reveals evidence of this trend through the increasing number of articles adopting longitudinal methods as their primary analytic tools. Advances in Longitudinal Methods in the Social and Behavioral Sciences is a resource intended for advanced graduate students, faculty, and applied researchers interested in longitudinal data analysis, especially in the social and behavioral sciences. The chapters are written by established methodological researchers from diverse research domains such as psychology, biostatistics, educational statistics, psychometrics, and family sciences. Each chapter exposes the reader to some of the latest methodological developments and perspectives in the analysis of longitudinal data, and is written in a didactic tone that makes the content accessible to the broader research community. This volume will be particularly appealing to researchers in domains including, but not limited to: human development, clinical psychology, educational psychology, school psychology, special education, epidemiology, family science, kinesiology, communication disorders, and education policy and administration. The book will also be attractive to members of several professional organizations such as the American Educational Research Association (AERA), the American Psychological Association (APA), the American Psychological Society (APS), the Society for Research on Adolescence (SRA), the Society of Research in Child Development (SRCD), Society for Research in Adult Development (SRAD), British Psychological Society (BPS), Canadian Psychological Association (CPA), and other related organizations.
Download or read book Doing Mental Health Research with Children and Adolescents written by Michelle O′Reilly and published by SAGE. This book was released on 2014-07-07 with total page 325 pages. Available in PDF, EPUB and Kindle. Book excerpt: Researching child and adolescent mental health can be a daunting task, but with the right practical skills and knowledge your students can transform the way they work with children and young people, giving them a ‘voice’ through their research in the wider community. Michelle O′Reilly and Nikki Parker combine their clinical, academic and research expertise to take your students step-by-step through each stage of the research process. From first inception to data collection and dissemination, they’ll guide them through the key issues faced when undertaking their research, highlighting the dilemmas, challenges and debates, and exploring the important questions asked when doing research with this population. Providing practical advice and strategies for dealing with the reality of conducting research in practice, this book will; - Provide your students with an overview of the theories that underpin methodological choice and the value of using qualitative research. - Guide them through the planning stage of your project, clearly outlining important ethical and legal issues. - Take them through the most popular qualitative data collection techniques and support them with their analysis. - Help them write up their findings and demonstrate how research evidence translates into effective clinical practice. Supported by helpful hints and tips, case examples and definitions of key terms, this highly practical and accessible guide throws a lifebelt to any students or mental health practitioner learning about the research process for the first time.
Download or read book Exploring the Association Between Early Life Stressors Childhood Protective Factors on Early Adolescent Mental Health Disorders written by Gabrielle Dupuis and published by . This book was released on 2018 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Abstract Data from the National Longitudinal Survey of Children and Youth (NLSCY), and the Avon Longitudinal Study of Parents and Children (ALSPAC), both prospective cohorts, were used to explore the association between early life stressors, childhood protective factors, and early adolescent mental health outcomes (depression, anxiety, conduct disorder, and attention deficit hyperactivity disorder). Early life stressors were measured prenatally to the age of 3 within the ALSPAC analysis, while early life stressors were measured between the ages of 1-3 within the NLSCY analysis. Childhood protective factors, exclusively modifiable protective factors, (physical activity, extracurricular activities, positive parenting, and positive friendships) were measured between the ages of 6-11 within both ALSPAC and the NLSCY. Mental health outcomes were measured between the ages of 12-15 in both ALSPAC and the NLSCY. The associations between early life stressors and childhood protective factors on early adolescent mental health outcomes were computed using multivariate logistic regression modeling. It was found that the majority of early life stressors, including prenatal stressors and family dysfunction increased the odds of developing early adolescent mental health disorders although more statistically significant results were found within the NLSCY analysis. Contrarily, it was found that the majority of childhood protective factors reduced the likelihood of early adolescent mental health disorders with some exceptions found within the NLSCY analysis. No interaction terms between early life stressors and childhood protective factors were found to be statistically significant.
Download or read book Future Work in Clinical Child and Adolescent Psychology written by Mitchell J. Prinstein and published by Routledge. This book was released on 2018-10-18 with total page 955 pages. Available in PDF, EPUB and Kindle. Book excerpt: Preeminent clinical child and adolescent psychological scientists offer an agenda for future research in this compendium of thought pieces. On a wide range of topics including ADHD, depression, self-injury, emotion regulation, conduct problems, addictions, clinical assessment and therapy, and many more, scientists review the current state of the literature and offer specific recommendations for what investigators next need to tackle to reduce mental illness among youth. Chapters include a discussion of theories and methods in clinical child and adolescent psychology, current funding priorities, and the intersection of traditional clinical psychology research with the burgeoning field of psychological neuroscience. This book is an essential resource for classes on clinical child and adolescent psychopathology and treatment. It also provides a unique guide for undergraduate and early graduate students who are determining how to start their research careers in the field. All of the chapters in this book were originally published as articles in the Journal of Clinical Child and Adolescent Psychology.
Download or read book Applied Longitudinal Data Analysis written by Judith D. Singer and published by Oxford University Press. This book was released on 2003-03-27 with total page 665 pages. Available in PDF, EPUB and Kindle. Book excerpt: Change is constant in everyday life. Infants crawl and then walk, children learn to read and write, teenagers mature in myriad ways, the elderly become frail and forgetful. Beyond these natural processes and events, external forces and interventions instigate and disrupt change: test scores may rise after a coaching course, drug abusers may remain abstinent after residential treatment. By charting changes over time and investigating whether and when events occur, researchers reveal the temporal rhythms of our lives. Applied Longitudinal Data Analysis is a much-needed professional book for empirical researchers and graduate students in the behavioral, social, and biomedical sciences. It offers the first accessible in-depth presentation of two of today's most popular statistical methods: multilevel models for individual change and hazard/survival models for event occurrence (in both discrete- and continuous-time). Using clear, concise prose and real data sets from published studies, the authors take you step by step through complete analyses, from simple exploratory displays that reveal underlying patterns through sophisticated specifications of complex statistical models. Applied Longitudinal Data Analysis offers readers a private consultation session with internationally recognized experts and represents a unique contribution to the literature on quantitative empirical methods. Visit http://www.ats.ucla.edu/stat/examples/alda.htm for: BL Downloadable data sets BL Library of computer programs in SAS, SPSS, Stata, HLM, MLwiN, and more BL Additional material for data analysis
Download or read book Biomedical Index to PHS supported Research written by and published by . This book was released on 1989 with total page 912 pages. Available in PDF, EPUB and Kindle. Book excerpt:
