VIII. THE PAST, PRESENT, AND FUTURE OF DEVELOPMENTAL METHODOLOGY.

IF 9.4 1区 心理学 Q1 PSYCHOLOGY, DEVELOPMENTAL
Todd D Little, Eugene W Wang, Britt K Gorrall
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引用次数: 5

Abstract

This chapter selectively reviews the evolution of quantitative practices in the field of developmental methodology. The chapter begins with an overview of the past in developmental methodology, discussing the implementation and dissemination of latent variable modeling and, in particular, longitudinal structural equation modeling. It then turns to the present state of developmental methodology, highlighting current methodological advances in the field. Additionally, this section summarizes ample quantitative resources, ranging from key quantitative methods journal articles to the various quantitative methods training programs and institutes. The chapter concludes with the future of developmental methodology and puts forth seven future innovations in the field. The innovations discussed span the topics of measurement, modeling, temporal design, and planned missing data designs. Lastly, the chapter closes with a brief overview of advanced modeling techniques such as continuous time models, state space models, and the application of Bayesian estimation in the field of developmental methodology.

8发展方法论的过去、现在和未来。
本章选择性地回顾了发展方法论领域中定量实践的演变。本章首先概述了过去的发展方法论,讨论了潜在变量模型的实施和传播,特别是纵向结构方程模型。然后转向发展方法学的现状,强调该领域当前方法学的进展。此外,本节总结了大量的定量资源,从关键的定量方法期刊文章到各种定量方法培训计划和机构。最后,对发展方法论的未来进行了展望,并提出了该领域未来的七大创新点。讨论的创新跨越了测量、建模、时间设计和计划缺失数据设计等主题。最后,本章简要概述了先进的建模技术,如连续时间模型,状态空间模型,以及贝叶斯估计在发展方法论领域的应用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
16.30
自引率
0.00%
发文量
0
期刊介绍: Since 1935, Monographs of the Society for Research in Child Development has been a platform for presenting in-depth research studies and significant findings in child development and related disciplines. Each issue features a single study or a collection of papers on a unified theme, often complemented by commentary and discussion. In alignment with all Society for Research in Child Development (SRCD) publications, the Monographs facilitate the exchange of data, techniques, research methods, and conclusions among development specialists across diverse disciplines. Subscribing to the Monographs series also includes a full subscription (6 issues) to Child Development, the flagship journal of the SRCD, and Child Development Perspectives, the newest journal from the SRCD.
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