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青少年对父母侵犯隐私的看法和青少年的秘密:辛普森悖论的一个例证。

Adolescent Perceptions of Parental Privacy Invasion and Adolescent Secrecy: An Illustration of Simpson's Paradox.

机构信息

Tilburg University.

Erasmus Medisch Centrum Rotterdam.

出版信息

Child Dev. 2018 Nov;89(6):2081-2090. doi: 10.1111/cdev.13002. Epub 2017 Nov 27.

DOI:10.1111/cdev.13002
PMID:29178282
Abstract

Adolescents' secrecy is intertwined with perception of parents' behaviors as acts of privacy invasion. It is currently untested, however, how this transactional process operates at the within-person level-where these causal processes take place. Dutch adolescents (n = 244, M  = 13.84, 38.50% boys) reported three times on perceived parental privacy invasion and secrecy. Cross-lagged panel models (CLPM) confirmed earlier findings. Privacy invasion predicted increased secrecy, but a reverse effect was found from increased secrecy to increased privacy invasion. Controlling for confounding positive group-level associations with a novel random intercept CLPM, negative within-person associations were found. Higher levels of secrecy predicted lower levels of privacy invasive behaviors at the within-person level. These opposing findings within- versus between-persons illustrate a Simpson's paradox.

摘要

青少年的隐私与他们对父母行为的看法是交织在一起的,认为父母的行为侵犯了他们的隐私。然而,目前还没有研究表明这种交易过程是如何在个体内部进行的,也就是这些因果过程发生的地方。荷兰青少年(n=244,M=13.84,男生占 38.50%)报告了三次感知到的父母侵犯隐私和隐瞒秘密的行为。交叉滞后面板模型(CLPM)证实了之前的发现。侵犯隐私行为预测了隐瞒行为的增加,但相反,从隐瞒行为的增加到侵犯隐私行为的增加也存在影响。通过控制新的随机截距 CLPM 与混杂的正群体水平关联,发现了个体内部的负相关。个体内部更高水平的隐瞒行为预测了更低水平的侵犯隐私行为。这种个体内与个体间的相反发现说明了辛普森悖论。

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