首页    期刊浏览 2024年09月15日 星期日
登录注册

文章基本信息

  • 标题:Analysis of Corporate Environmental Reports using Statistical Techniques and Data Mining
  • 作者:Jashua Rajesh Modapothala ; Biju Issac
  • 期刊名称:Communications of the IBIMA
  • 电子版ISSN:1943-7765
  • 出版年度:2009
  • 卷号:2009
  • 出版社:IBIMA Publishing
  • 摘要:Measuring the effectiveness of corporate environmental reports, it being highly qualitative and less regulated, is often considered as a daunting task. The task becomes more complex if comparisons are to be performed. This study is undertaken to overcome the physical verification problems by implementing data mining technique. It further explores on the effectiveness by performing exploratory analysis and structural equation model to bring out the significant linkages between the selected 10 variables. Samples of 539 reports across various countries are used from an international directory to perform the statistical analysis like — One way ANOVA (Analysis of Variance), MDA (Multivariate Discriminant Analysis) and SEM (Structural Equation Modeling). The results indicate the significant differences among the various types of industries in their environmental reporting, and the exploratory factors like stakeholder, organization strategy and industrial oriented factors, proved significant. The major accomplishment is that the findings correlate with the conceptual frame work of GRI.
  • 关键词:Environmental Report; GRI; statistical analysis; data mining and quantitative analysis
Loading...
联系我们|关于我们|网站声明
国家哲学社会科学文献中心版权所有