III. FROM SMALL TO BIG: METHODS FOR INCORPORATING LARGE SCALE DATA INTO DEVELOPMENTAL SCIENCE.

IF 9.4 1区 心理学 Q1 PSYCHOLOGY, DEVELOPMENTAL Monographs of the Society for Research in Child Development Pub Date : 2017-06-01 DOI:10.1111/mono.12297
Pamela E Davis-Kean, Justin Jager
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引用次数: 6

Abstract

For decades, developmental science has been based primarily on relatively small-scale data collections with children and families. Part of the reason for the dominance of this type of data collection is the complexity of collecting cognitive and social data on infants and small children. These small data sets are limited in both power to detect differences and the demographic diversity to generalize clearly and broadly. Thus, in this chapter we will discuss the value of using existing large-scale data sets to tests the complex questions of child development and how to develop future large-scale data sets that are both representative and can answer the important questions of developmental scientists.

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3从小到大:将大规模数据纳入发展科学的方法。
几十年来,发展科学主要基于对儿童和家庭的相对小规模的数据收集。这种类型的数据收集占主导地位的部分原因是收集婴儿和幼儿的认知和社会数据的复杂性。这些小数据集在检测差异的能力和人口多样性方面都受到限制,无法清晰而广泛地概括。因此,在本章中,我们将讨论使用现有的大规模数据集来测试儿童发展的复杂问题的价值,以及如何开发未来的大规模数据集,这些数据集既具有代表性,又可以回答发展科学家的重要问题。
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来源期刊
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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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