Department of Psychology and Cognitive Science, University of Trento, 38068 Rovereto, Italy.
Psychology Program, School of Social Sciences, Nanyang Technological University, Singapore 636921, Singapore.
Int J Environ Res Public Health. 2020 Sep 25;17(19):7009. doi: 10.3390/ijerph17197009.
Little is known about parenting in the context of developmental disabilities in low- and middle-income countries (LMIC), penalized by both lack of data and a research bias toward western societies. In this study, we apply data mining methods on a large (N = 25,048) dataset from UNICEF to highlight patterns of association between developmental disabilities of children and parental involvement. We focus on the co-presence of multiple disabilities and the quality of childcare in three parenting domains: discipline, caregiving, and education. Our results show that, in LMIC, children with more severe developmental conditions are also more likely to receive low-quality parental care. Specific policies of parental training are needed to improve parental practices in LMIC.
在低-中收入国家(LMIC),关于发展障碍儿童养育的知识很少,这是由于缺乏数据和对西方社会的研究偏见造成的。在这项研究中,我们在儿基会的一个大型数据集(N=25048)上应用数据挖掘方法,以突出儿童发展障碍与父母参与之间的关联模式。我们专注于多种残疾的共同存在以及在三个育儿领域(纪律、照顾和教育)中的儿童保育质量。我们的研究结果表明,在 LMIC 中,发育状况更严重的儿童也更有可能接受低质量的父母照顾。需要特定的父母培训政策来改善 LMIC 中的父母实践。