{"title":"The current practice of latent growth curve modeling in the social and behavioral sciences: Observations and recommendations","authors":"Matt L. Miller, Emilio Ferrer, Paolo Ghisletta","doi":"10.1177/01650254241269723","DOIUrl":null,"url":null,"abstract":"We examine recommendations for three key features of latent growth curve models in the structural equation modeling framework. As a basis for the discussion, we review current practice in the social and behavioral sciences literature as found in 441 reports published in the 19 months beginning in January 2019 and compare our findings to extant recommendations. We then provide suggestions for empirical researchers, reviewing the application of these very popular models, specifically focusing on comparison of alternative change models, time metric and interval features implemented, and the treatment of individually varying time intervals.","PeriodicalId":13880,"journal":{"name":"International Journal of Behavioral Development","volume":null,"pages":null},"PeriodicalIF":2.4000,"publicationDate":"2024-08-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Behavioral Development","FirstCategoryId":"102","ListUrlMain":"https://doi.org/10.1177/01650254241269723","RegionNum":2,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"PSYCHOLOGY, DEVELOPMENTAL","Score":null,"Total":0}
引用次数: 0
Abstract
We examine recommendations for three key features of latent growth curve models in the structural equation modeling framework. As a basis for the discussion, we review current practice in the social and behavioral sciences literature as found in 441 reports published in the 19 months beginning in January 2019 and compare our findings to extant recommendations. We then provide suggestions for empirical researchers, reviewing the application of these very popular models, specifically focusing on comparison of alternative change models, time metric and interval features implemented, and the treatment of individually varying time intervals.
期刊介绍：
The International Journal of Behavioral Development is the official journal of the International Society for the Study of Behavioural Development, which exists to promote the discovery, dissemination and application of knowledge about developmental processes at all stages of the life span - infancy, childhood, adolescence, adulthood and old age. The Journal is already the leading international outlet devoted to reporting interdisciplinary research on behavioural development, and has now, in response to the rapidly developing fields of behavioural genetics, neuroscience and developmental psychopathology, expanded its scope to these and other related new domains of scholarship. In this way, it provides a truly world-wide platform for researchers which can facilitate a greater integrated lifespan perspective. In addition to original empirical research, the Journal also publishes theoretical and review papers, methodological papers, and other work of scientific interest that represents a significant advance in the understanding of any aspect of behavioural development. The Journal also publishes papers on behaviour development research within or across particular geographical regions. Papers are therefore considered from a wide range of disciplines, covering all aspects of the lifespan. Articles on topics of eminent current interest, such as research on the later life phases, biological processes in behaviour development, cross-national, and cross-cultural issues, and interdisciplinary research in general, are particularly welcome.
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