Cluster Analysis of the Different Types and Degree of Preparation for Old-age Among Middle-aged Rural Residents in South Korea

Boram Lee, Jeonghwa Lee
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Abstract

This study aimed to analyze the degree of preparation for old-age of middle-aged rural residents, and to classify the types of preparation for old-age by degree of preparation using cluster analysis. The study analyzed the data obtained from 822 adults aged 40~64 in rural communities in the North and South Jeolla provinces. First, the degree of preparation for old-age (range: 0~100 points) was 62.6 points for social aspects, 73.8 points for physical aspects, 52.7 points for leisure activities aspects, and 64.2 points for economic aspects. Second, through the application of cluster analysis, preparation was classified into 4 different types. The percentages of the 4 types were obtained as follows: 30.2% for Type 1 (overall vulnerable type), 22.7% for Type 2 (overall well-prepared type), 32.0% for Type 3 (leisure activities vulnerable type), and 15.1% for Type 4 (economically vulnerable type). Third, as a result of conducting a chi-square analysis to examine the association between the different types of preparation for old-age and various socio-demographic characteristics, statistically significant differences were found with respect to gender, age, level of education, type of housing, and occupation. Fourth, through an examination of the association between the types of preparation for old-age and a number of family-related characteristics, where statistically significant differences were found in terms of marital status, number of children, number of surviving parents, and family functioning. Based on these findings, the need to account for leisure activities in the preparation for the old-age of rural residents was emphasized. In addition, potential solutions to improve the degree of preparation for old-age while reflecting upon the characteristics of each type were discussed.
韩国农村中年居民不同养老准备类型和程度的聚类分析
本研究旨在分析农村中年居民的养老准备程度,并利用聚类分析对农村中年居民的养老准备程度进行分类。该研究以全北、全南农村地区的822名40~64岁的成年人为对象进行了调查。第一,养老准备程度(0~100分)社会方面为62.6分,身体方面为73.8分,休闲活动方面为52.7分,经济方面为64.2分。其次,通过聚类分析,将制备分为4种不同的类型。4种类型的百分比分别为:第1类(整体脆弱类型)占30.2%,第2类(整体有充分准备类型)占22.7%,第3类(休闲活动脆弱类型)占32.0%,第4类(经济脆弱类型)占15.1%。第三,通过卡方分析来检验不同类型的养老准备与各种社会人口特征之间的关系,发现在性别、年龄、教育水平、住房类型和职业方面存在统计学上的显著差异。第四,通过对养老准备类型与一些家庭相关特征之间关系的研究,在婚姻状况、子女数量、在世父母数量和家庭功能方面发现了统计上显著的差异。根据这些调查结果,有人强调在准备农村居民的老年生活时需要考虑到休闲活动。此外,在反思每种类型的特点的同时,讨论了提高养老准备程度的潜在解决方案。
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