数据质量评估框架及其信息量分析被引量：6

Data Quality Assessment Framework and its Information Content Analysis

下载PDF

导出

摘要统计数据质量重要性催生出各国用于数据质量评估的框架、系统I,MF制定的数据质量评估框架因其结构完整性和较强归纳性受到成员国的广泛采用。文章通过运用信息熵理论对数据质量评估框架(DQAF)本身的维度、指标信息量问题进行研究,研究结果显示:DQAF各维度、指标在账户内部以及不同账户间体现的信息量不同;统计数据账户的生产主体和账户数据类型对于数据质量具有明显的影响作用。基于上述结论,作者提出对DQAF框架的改进设想。 The importance of statistical data quality brings out many kinds of frameworks or systems used to evaluate data quality;DQAF,designed by IMF,becomes popular because of its structural integrality and high inductivity.We conduct a study of the information content of dimensions and indicators of DQAF by applying information entropy theory.It is found that each dimension and indicator of DQAF contain unequal information both within different account and among accounts,and the producers of statistical account as well as the data type of account have a significant effect on the data quality.Base on the above conclusion,we bring forward some suggestions on improving DQAF.

作者汤琰金勇进

机构地区中国人民大学统计学院中国人民大学应用统计科学研究中心

出处《商业经济与管理》 CSSCI 北大核心 2011年第9期81-89,共9页 Journal of Business Economics

基金教育部人文社会科学重点研究基地项目(10JD790036)

关键词统计数据质量数据质量评估框架(DQAF) 信息量 statistical data quality data quality assessment framework（DQAF） information content

分类号 F222 [经济管理—国民经济]

引文网络
相关文献

参考文献9

1常宁.IMF的数据质量评估框架及启示[J].统计研究,2004,21(1):27-30. 被引量：45
2LALIBERTE LUCIE,GRUNEWALD WERNER,PROBST LAURENT. Data Quality:A Comparison of IMF's Data Quality Assessment Framework(DQAF) and Eurostat's Quality Definition[ R]. Brussels: The Statistical Programming Committee of the European Union, 2002.
3高艳云.中美CPI数据质量的比较分析--基于国际货币基金组织的DQAF框架[J].统计研究,2008,25(11):51-56. 被引量：16
4高艳云.CPI编制及公布的国际比较[J].统计研究,2009,26(9):15-20. 被引量：32
5H A RTLEY R V L. Transmission of Information [ J ]. Bell System Technical Journal, 1928 ( 7 ) :535-563.
6SHANNON C E, WEAVER W. The Mathematical Theory of Communication [ J ]. Mobile Computing and Communications Review, 1948,5 ( 1 ) :3-55.
7CLAUSIUS RUDOLF. The Mechanical Theory of Heat: With its Applications to the Steam-engine and to the Physical Properties of Bodies [ M ] . London : John Van Voorst, 1867:251-256.
8KULLBACK S, LEIBLER R A. On Information and Sufficiency[ J ]. The Annals of Mathematical Statistics, 1951 (22) :79-86.
9BREGMAN L M. The Relaxation Method of Finding the Common Point of Convex Sets and Its Application to the Solution of Problems in Convex Programming [ J ]. USSR Computational Mathematics and Mathematical Physics, 1967,7 (3) :200-217.

二级参考文献25

1简立君,Jiang,Lijun.论现行消费物价指数编制的缺陷与更新[J].消费经济,2005,21(1):44-46. 被引量：4
2易宪容.住房价格的变化应反映在CPI上[J].中国投资（中英文）,2006(2):13-13. 被引量：2
3余高潮.2006年CPI权重例行调整北京推出分层计算CPI[J].数据,2006(4):60-60. 被引量：1
4李平.对我国现行CPI统计方法的思考及完善意见[J].价格理论与实践,2007(3):56-57. 被引量：11
5Jack Triplett, Should The Cost-Of-Living Index Provide The Conceptual Framework For A Consumer Price Index? [ J ]. 2001 (June) : 311 - 334.
6Charles Schultze and Christopher Mackie, Eds, At What Price? Conceptualizing and Measuring Cost-of-Living and Price Indexes [ DB/ OL]. http ://www. nap. edu/catalog/10131. html.
7David S. Johnson, Stephen B. Reed, and Kenneth J. Stewart, Price measurement in the United States: a decade after the Boskin Report [DB/OL]. Monthly Labor Review, May 2006.
8Bureau of Labor Statistics, Planned Change In The Consumer Price Index Formula[DB/OL]. April 16, 1998.
9Steven Grandits, Publication strategy for the Price Index[ DB/OL]. Monthly Labor Review, 30, available online at http://stats, bls art4full, pdf 1998 revised Consumer December 1996, pp. 26 gov/opub/mlr/1996/12/
10Shigenori Shiratsuka, Measurement errors and quality-adjustment methodology: Lessons from the Japanese CH[DB/OL]. Federal Reserve Bank of Chicago working paper, 1999. http://www. ehicagofed. org/ publications/economicperspectives/1999/ep2Q99 _ 1. pdf.