SA  >> Vol. 4 No. 3 (September 2015)

    基于Logistic回归模型的重庆市农民工生活现状满意度的研究
    Research on the Life Satisfaction of Peasant Workers in Chongqing Based on the Logistic Regression Model

  • 全文下载: PDF(539KB) HTML   XML   PP.122-132   DOI: 10.12677/SA.2015.43014  
  • 下载量: 1,648  浏览量: 5,573  

作者:  

马博:云南财经大学统计与数学学院,云南 昆明

关键词:
重庆市农民工生活现状满意度列联表分析法PearsonX 2 统计量Logistic回归模型Chongqing Peasant Workers Life Satisfaction Contingency Table Analysis Pearson Chi-Square Statistic Logistic Regression Model

摘要:

本文以2014年重庆市主城区250名农民工的问卷调查数据和在重庆市主城区的实地调研情况为基础,主要分析了性别、年龄、学历、收入水平、权益保障、居住条件和社会认同这七个因素对重庆市农民工生活现状满意度的影响。利用列联表分析法和PearsonX 2统计量检验了上述影响因素与生活现状满意度的相关关系,确定影响重庆市农民工生活现状满意度的最主要因素,进而运用Logistic回归模型对其进行建模分析。结果表明,收入水平、权益保障、居住条件和社会认同对重庆市农民工生活现状满意度有显著的影响。因此,应该采取更加合理的政策措施来建立健全农民工的社会保障体系,进而改善重庆市农民工的生活现状。

Based on the questionnaire survey data of 250 peasant workers in 2014 in main urban areas of Chongqing and the related field research, this paper has mainly analyzed the effect of seven factors (gender, age, education, income level, rights and interests protection, living conditions and social identity) on life satisfaction of peasant workers in Chongqing. And by use of contingency table analysis and Pearson chi-square statistic, the correlation between the above factors and life satisfaction has been tested, which determines the most important factors influencing the latter. Furthermore, the logistic regression model has been used to analyze the correlation, showing the results that four factors (income level, rights and interests protection, living conditions and social identity) have a significant influence on the life satisfaction of peasant workers in Chongqing. Therefore, more reasonable policy measures are supposed to be adopted to establish a sound social security system, thus improving the living situation of peasant workers in Chongqing.

文章引用:
马博. 基于Logistic回归模型的重庆市农民工生活现状满意度的研究[J]. 统计学与应用, 2015, 4(3): 122-132. http://dx.doi.org/10.12677/SA.2015.43014

参考文献

[1] 何雪松, 陈蓓丽, 刘东 (2006) 上海青年农民工的压力与心理健康研究. 当代青年研究, 11, 22-25.
[2] 郑功成 (2002) 农民工的权益与社会保障. 中国党政干部论坛, 8, 22-24.
[3] 吴美珍 (2008) 和谐社会目标下农民工医疗保障制度的探讨. 中国卫生事业管理, 11, 745-747.
[4] 苏莉, 韦波, 凌小凤 (2009) 建筑工地农民工社会支持与心理健康相关分析. 现代预防医学, 36, 1096-1097.
[5] 王兴周 (2008) 新生代农民工的群体特性探析——以珠江三角洲为例. 广西民族大学学报, 7, 51-56.
[6] 廖传景 (2010) 青年农民工心理健康及其社会性影响与保护因素. 中国青年研究, 1, 109-113.
[7] 李晓芳 (2004) 青年民工心理卫生状况调查分析. 中国健康心理学杂志, 12, 468-469.
[8] 熊猛, 叶一舵 (2011) 中国城市农民工子女心理健康研究述评. 心理科学进展, 19, 1798-1813.
[9] 禹建奇 (2015) 列联表的两种抽样模型以及齐性和独立性的检验问题. 教育教学论坛, 14, 71-72.