Longitudinal analysis of exchanges of support between parents and children in the UK

Longitudinal analysis of exchanges of support between parents and children in the UK
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英国父母与子女之间支持交换的纵向分析

DOI:
10.1093/jrsssa/qnad110
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发表时间:
2023
期刊:
Statistics in Society
影响因子:
--
通讯作者:
Steele F
Steele F
中科院分区:
--
文献类型:
--
作者:
Steele F

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我们认为,父母和成年子女之间的支持交换如何因人口和社会经济特征而异,并研究了实际和经济支持之间转移和替代的互惠性证据。使用来自英国家庭纵向研究2011-19的数据,使用多变量随机效应概率单位模型联合分析了给予和接受帮助的重复测量。交流是从孩子和家长的角度来考虑的。在后一种情况下,我们提出了一种新的方法来解释母亲和父亲的报告之间的相关性,并开发了一种有效的马尔可夫链蒙特卡罗算法,适用于具有多个结果的大型数据集。
We consider how exchanges of support between parents and adult children vary by demographic and socio-economic characteristics and examine evidence for reciprocity in transfers and substitution between practical and financial support. Using data from the UK Household Longitudinal Study 2011–19, repeated measures of help given and received are analysed jointly using multivariate random effects probit models. Exchanges are considered from both a child and parent perspective. In the latter case, we propose a novel approach to account for the correlation between mother and father reports and develop an efficient Markov chain Monte Carlo algorithm suitable for large datasets with multiple outcomes.
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