Computer Science ›› 2018, Vol. 45 ›› Issue (6A): 497-501.

• Big Date & Date Mining • Previous Articles     Next Articles

Correlative Factors about Elderly Disabled and Dementia in Big Data Environments

LI Han LI Hui-jia,ZHANG Lin-zi,HUANG Yu-ying   

  1. School of Management Science and Engineering,Central University of Finance and Economics,Beijing 100081,China
  • Online:2018-06-20 Published:2018-08-03

Abstract: Recently,with the deepening of China’s population aging problem,the rising family pension burden,government pressure and the decline of demographic dividend have gained wide attention.Aging,status,and sense of control (ASOC) is a continuous survey data about elderly’s health in American which was conducted every three years from 1995 to 2001.Using three waves of ASOC,we have found influential factors related to disability and dementia by logistic regression based on the descriptive statistical analysis.On the basis of the descriptive statistics,by Logistic regression and removing strong related factors,we discovered that age,gender,smoking,drinking,exercise,heart disease,arthritis/rheumatism, and participation in community servicehave strong correlation with the elderly disability.Age,drinking,hypertension,participation in community service and marital status are significantly related to dementia in the elderly.

Key words: Elderly, Disability, Dementia, Big data, Correlation

CLC Number: 

  • C931
[1]中国老龄科学研究中心课题组.全国城乡失能老年人状况研究.残疾人研究,2011(2):11-16.<br /> [2]曾毅,顾大男,PURSER J,等.社会、经济与环境因素对老年健康和死亡的影响--基于中国22省份的抽样调查.中国卫生政策研究,2014,7(6):53-62.<br /> [3]张向明.城市老年人健康状况相关因素初步探讨.山东医药,2008,48(19):18.<br /> RONG P,LI L,QUN H.Self-rated health status transition and long-term care need,of the oldest Chinese.Health Policy,2010,5(9):259-266. <br /> [4]翟德华,陶立群.高龄老人性格心理特征、饮食习惯与健康长寿关系研究.中国人口科学,2004,S1(1):83-87,177. <br /> [5]谷琳,乔晓春.我国老年人健康自评影响因素分析.人口学刊,2006,6(6):25-29.<br /> [6]周琼,纪颖,张蕾,等.高龄老人痴呆发生的相关因素浅析.中国人口科学,2004,S1(1):126-129,178.<br /> [7]DEAN A,KOLODY B,WOOD P. Effects of social from various sources on depression in elderly persons[J].Journal of Health and Social Behavior,1990,31(2):148-161.<br /> [8]LUMV T Y,LIGHTFOOT E.The Effects of Volunteering on the Physical and Mental Health of Older People[J].Research on Aging,2005,27(1):31-55.<br /> [9]傅东波,傅华,李洋.上海市高桥社区糖尿病新型管理模式的效果评估.中国社会医学杂志,2011,28(6):412-414. <br /> [10]MERRIL S,BENGTSON V L.Do close parent-child relations reduce the mortality risk of older parents?[J].Journal of Health and Social Behavior,1991,32(4):382-395.<br /> [11]SCHONE B S,WEINICK R M.Health-related behaviors and the benefits of marriage for the elderly persons[J].The Gerontologist,1998,38(5):618-627.
[1] WANG Jun, WANG Xiu-lai, PANG Wei, ZHAO Hong-fei. Research on Big Data Governance for Science and Technology Forecast [J]. Computer Science, 2021, 48(9): 36-42.
[2] YU Yue-zhang, XIA Tian-yu, JING Yi-nan, HE Zhen-ying, WANG Xiao-yang. Smart Interactive Guide System for Big Data Analytics [J]. Computer Science, 2021, 48(9): 110-117.
[3] FENG Xia, HU Zhi-yi, LIU Cai-hua. Survey of Research Progress on Cross-modal Retrieval [J]. Computer Science, 2021, 48(8): 13-23.
[4] WANG Li-mei, ZHU Xu-guang, WANG De-jia, ZHANG Yong, XING Chun-xiao. Study on Judicial Data Classification Method Based on Natural Language Processing Technologies [J]. Computer Science, 2021, 48(8): 80-85.
[5] ZHOU Jia-li, FENG Yuan-yuan, WU Min, WU Chao. Stereo Track Blocks Coding System with Rotational Invariance [J]. Computer Science, 2021, 48(8): 175-184.
[6] SUN Lin, PING Guo-lou, YE Xiao-jun. Correlation Analysis for Key-Value Data with Local Differential Privacy [J]. Computer Science, 2021, 48(8): 278-283.
[7] LUO Jing-jing, TANG Wei-zhen, DING Ji-ting. Research of ATC Simulator Training Values Independence Based on Pearson Correlation Coefficient and Study of Data Visualization Based on Factor Analysis [J]. Computer Science, 2021, 48(6A): 623-628.
[8] WANG Xue-guang, ZHANG Ai-xin, DOU Bing-lin. Non-linear Load Capacity Model of Complex Networks [J]. Computer Science, 2021, 48(6): 282-287.
[9] CHEN Yuan, HUI Yan, HU Xiu-hua. Background-aware Correlation Filter Tracking Algorithm with Adaptive Scaling and Learning Rate Adjustment [J]. Computer Science, 2021, 48(5): 177-183.
[10] DING Si-fan, WANG Feng, WEI Wei. Relief Feature Selection Algorithm Based on Label Correlation [J]. Computer Science, 2021, 48(4): 91-96.
[11] WANG Le-le, WANG Bin-qiang, LIU Jian-gang, MIAO Qi-guang. Study on Malicious Behavior Graph Construction and Matching Algorithm [J]. Computer Science, 2021, 48(4): 309-315.
[12] WANG Yi-hao, DING Hong-wei, LI Bo, BAO Li-yong, ZHANG Ying-jie. Prediction of Protein Subcellular Localization Based on Clustering and Feature Fusion [J]. Computer Science, 2021, 48(3): 206-213.
[13] WANG Xue-cen, ZHANG Yu, LIU Ying-jie, YU Ge. Evaluation of Quality of Interaction in Online Learning Based on Representation Learning [J]. Computer Science, 2021, 48(2): 207-211.
[14] WANG Wen-juan, DU Xue-hui, REN Zhi-yu, SHAN Di-bin. Reconstruction of Cloud Platform Attack Scenario Based on Causal Knowledge and Temporal- Spatial Correlation [J]. Computer Science, 2021, 48(2): 317-323.
[15] ZHANG Guang-jun, ZHANG Xiang. Mechanism and Path of Optimizing Institution of Legislative Evaluation by Applying “Big Data+Blockchain” [J]. Computer Science, 2021, 48(10): 324-333.
Full text



[1] . [J]. Computer Science, 2018, 1(1): 1 .
[2] LEI Li-hui and WANG Jing. Parallelization of LTL Model Checking Based on Possibility Measure[J]. Computer Science, 2018, 45(4): 71 -75 .
[3] SUN Qi, JIN Yan, HE Kun and XU Ling-xuan. Hybrid Evolutionary Algorithm for Solving Mixed Capacitated General Routing Problem[J]. Computer Science, 2018, 45(4): 76 -82 .
[4] ZHANG Jia-nan and XIAO Ming-yu. Approximation Algorithm for Weighted Mixed Domination Problem[J]. Computer Science, 2018, 45(4): 83 -88 .
[5] WU Jian-hui, HUANG Zhong-xiang, LI Wu, WU Jian-hui, PENG Xin and ZHANG Sheng. Robustness Optimization of Sequence Decision in Urban Road Construction[J]. Computer Science, 2018, 45(4): 89 -93 .
[6] SHI Wen-jun, WU Ji-gang and LUO Yu-chun. Fast and Efficient Scheduling Algorithms for Mobile Cloud Offloading[J]. Computer Science, 2018, 45(4): 94 -99 .
[7] ZHOU Yan-ping and YE Qiao-lin. L1-norm Distance Based Least Squares Twin Support Vector Machine[J]. Computer Science, 2018, 45(4): 100 -105 .
[8] LIU Bo-yi, TANG Xiang-yan and CHENG Jie-ren. Recognition Method for Corn Borer Based on Templates Matching in Muliple Growth Periods[J]. Computer Science, 2018, 45(4): 106 -111 .
[9] GENG Hai-jun, SHI Xin-gang, WANG Zhi-liang, YIN Xia and YIN Shao-ping. Energy-efficient Intra-domain Routing Algorithm Based on Directed Acyclic Graph[J]. Computer Science, 2018, 45(4): 112 -116 .
[10] CUI Qiong, LI Jian-hua, WANG Hong and NAN Ming-li. Resilience Analysis Model of Networked Command Information System Based on Node Repairability[J]. Computer Science, 2018, 45(4): 117 -121 .