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基于偏最小二乘通径模型的农民工信息能力综合评价 被引量:7

Comprehensive Evaluation on Migrant Workers Information Ability Based on Partial Least Squares Path Model
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摘要 针对农民工信息能力建立评价指标体系,利用偏最小二乘通径模型,建立了农民工信息能力PLS通径模型,并以广东省8个城市的农民工群体为例,计算分析了模型通径系数和各城市农民工信息能力的综合排名。结果表明信息运用能力、信息吸收能力和信息创新能力是影响农民工信息能力的关键因素,广州市农民工信息能力位于广东省的首位。 The evaluation index system was established according to migrant workers information ability in this paper.A path model for evaluation of migrant workers information ability was constructed using partial least squares.Taking migrant workers groups in eight cities of Guangdong province as examples,the model's path coefficients were figured out and the ranking of comprehensive information ability of migrant workers in these cities were analyzed.The results showed that the information practical ability,the information acquiring ability and the information innovation ability are key influential factors of migrant workers information ability,and information ability of migrant workers in Guangzhou ranked first among the eight cities.
出处 《农业系统科学与综合研究》 CSCD 2011年第4期495-501,共7页 System Sciemces and Comprehensive Studies In Agriculture
基金 国家社会科学基金项目(09BTQ008)
关键词 农民工 信息能力 偏最小二乘通径模型 migrant workers information ability partial least squares path model
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