2不仅仅是方便:同质方便样本的科学价值。

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.12296
Justin Jager, Diane L Putnick, Marc H Bornstein
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引用次数: 470

摘要

尽管与概率样本相比,非概率便利样本的普遍性较差,但它们仍是发展科学的标准,而且很可能会继续如此,因为概率样本成本过高,而且大多数可用的概率样本不适合研究发展问题。在发展科学中,我们不关注如何消除或大幅减少对便利样本的依赖,而是提出如何在理解种群效应和亚种群差异时增强它们的优势。虽然所有的方便样本都不如概率样本具有明显的泛化性,但我们认为同质方便样本相对于传统方便样本具有更清晰的泛化性。因此,当研究人员限于便利样本时,他们应该考虑同质便利样本作为传统(或异质)便利样本的积极替代方案。我们讨论了未来的方向,以及在发展科学中扩大使用同质方便样本的潜在障碍。
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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II. MORE THAN JUST CONVENIENT: THE SCIENTIFIC MERITS OF HOMOGENEOUS CONVENIENCE SAMPLES.

Despite their disadvantaged generalizability relative to probability samples, nonprobability convenience samples are the standard within developmental science, and likely will remain so because probability samples are cost-prohibitive and most available probability samples are ill-suited to examine developmental questions. In lieu of focusing on how to eliminate or sharply reduce reliance on convenience samples within developmental science, here we propose how to augment their advantages when it comes to understanding population effects as well as subpopulation differences. Although all convenience samples have less clear generalizability than probability samples, we argue that homogeneous convenience samples have clearer generalizability relative to conventional convenience samples. Therefore, when researchers are limited to convenience samples, they should consider homogeneous convenience samples as a positive alternative to conventional (or heterogeneous) convenience samples. We discuss future directions as well as potential obstacles to expanding the use of homogeneous convenience samples in developmental science.

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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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