期刊文献+

广西聚居少数民族大学生体质结构二阶段聚类分析 被引量:3

Two-step cluster analysis of physical structure of minority ethnic college students from Guangxi
下载PDF
导出
摘要 背景:在研究广西壮族自治区少数民族群体体质与健康、营养及建设和谐社会发展有关问题下,有关少数民族青少年大学生体质与健康水平系统评价及社会因素相关分析并不多见。目的:运用二阶段聚类分析法分析广西聚居少数民族人群体质特征结构,探讨影响少数民族大学生健康的核心体质因素。方法:监测样本随机选择2000/2008在广西民族大学就读的广西、云南、四川、湖南籍7730名少数民族大学生。男生3270名,女生4460名,年龄18~22岁。运用二阶段聚类分析法和主成分分析对广西聚居民族大学生形态、功能、素质进行探索性分析,试图揭示体质特征结构内在逻辑性。结果与结论:少数民族男女大学生聚类情况分为3类,男生Ⅰ类"健壮型"832人,占25.40%;Ⅱ类"瘦弱型"1353人,占41.40%;第Ⅲ类"虚弱型"1085人,占33.20%。女生Ⅰ类"虚弱型"1725人,占38.70%;Ⅱ类"瘦弱型"1859人,占41.70%;Ⅲ类健壮型有876人,占19.60%。显示营养、呼吸机能、力量素质、形态体格为4个主成分,贡献率分别为46.875%、24.022%、9.667%、8.317%。从13项体质测试项目中筛选克托莱指数、劳雷尔指数、体质量指数、体质量/身高×100、肺活量、肺活量/身高、肺活量/体质量7项指标,分差、一般、良好、优良、优秀五级区间评价学生体质健康水平分布。二阶段聚类分析结果显示,各少数民族按体质类型最优分为:"健壮型"、"虚弱型"和"瘦弱型"3类人群。主成分进一步分析了少数民族学生体质结构的主要成分:营养、呼吸代谢功能、力量素质、体格发育。 BACKGROUND:It is believed that health factors,nutritional factors and aerobic metabolism are three common factors,which can be integrated to evaluate physical structure.However,the relative studies regarding minority university students in Guangxi are few.OBJECTIVE:To analysis the physical characteristics of different groups of the ethnic minority people,which inhabited in Guangxi by ethnic minorities,in addition,to explore the influencing factors on health of university students.METHODS:Totally 7 730 ethnic minority college students,recruited in Guangxi University for Nationalities from 2000 to 2008,who come from Guangxi,Yunnan,Sichuan,and Hunan province,including 3270 boys and 4460 girls,aged ranged from 18 to 22 years.The physical shapes,performances,quality of physical condition of the ethnic minority college students in Guangxi were evaluated to investigate classification variables and continuous variables by using two-step Cluster and principal component analysis.RESULTS AND CONCLUSION :①Clustering situation of minority college students were divided into 3 categories,there were 832 boys class named strong-type inⅠ,which accounted for 25.4%;Ⅱ category 1353 named thin-type for 41.40%);Ⅲ category 1085 named weak-type,33.20%.There were 1725 girl class named weak-types inⅠ,which accounted for 38.7%;Ⅱ category 1859 named thin-type for 41.70%;Ⅲ category 876 named strong-type for 19.6%.②The contribution rate of four main components of the contribution rate are as follows:46.875%,24.022%,9.667%,8.317%.Respiratory metabolism,physical growth,strength,nutrition,Quenelles index,body index,Avoirdupois/high×100,vital capacities,vital capacity/height,vital capacity/avoirdupois,Rohrer index,of which 7 indicators were selected from the 13 projects of Physical test.①Two-step cluster analysis showed that "strong-type" and "weak" and "thin-type" 3 kinds of people were classified by various ethnic groups into the best physical types.②Principal components analysis demonstrated that nutrition,respiratory metabolism,strength,and physical growth are main factors of physical structures in minority students.
出处 《中国组织工程研究与临床康复》 CAS CSCD 北大核心 2010年第15期2838-2841,共4页 Journal of Clinical Rehabilitative Tissue Engineering Research
基金 2008年广西哲学社会科学"十一五"规划项目(08FY003)资助 2008年广西民族大学重大项目(2008ZD004)资助~~
  • 相关文献

参考文献15

  • 1何江川.我国十七个少数民族大学生健康水平的因子分析[J].北京体育大学学报,2004,27(10):1359-1361. 被引量:25
  • 2李志辉,罗平.SPSS for Windows统计分析教程(第2版)[M].北京:电子工业出版社,2007:1.
  • 3中国国民体质监控系统课题组.中国国民体质监控系统的研究[M].北京:北京大学出版社,2000
  • 4中国国民体质监控系统课题组.中国国民体质监控报告[M].北京:北京大学出版社,2000.
  • 5何江川,杨放,李红运,李强.2007年广西民族大学少数民族学生体质调研结果分析[J].广西民族大学学报(自然科学版),2008,14(3):89-91. 被引量:12
  • 6张虎.主成分聚类分析法的案例教学方法[J].统计与决策,2007,23(20):163-164. 被引量:26
  • 7何江川.我国少数民族大学生体质形态差异的主成分分析和聚类分析.体育科学,2000,20:249-250.
  • 8王陇德 齐小秋 陈传宏.中国居民营养与健康状况调查报告之一2002综合报告[M].北京:人民卫生出版社,2005.39-42.
  • 9水延凯.社会调查教程[M].北京:中国人民大学出版社,2007.
  • 10王路德.体育统计方法和运用[M].北京:人民体育出版社,2008.

二级参考文献38

共引文献289

同被引文献30

引证文献3

二级引证文献8

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部