基于多元分析法的电信行业总量评价与优化

M. Azadeh, A. Bukhari, H. Izadbakhsh
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引用次数: 5

摘要

本文提出了一种基于国际电信联盟(ITU)确定的标准指标的电信行业总体评估和排名的多元方法。该模型基于数据包络分析(DEA)和主成分分析(PCA),并通过Spearman相关技术进行验证。这些指标包括电话网络规模、其他服务、服务质量、流量、资费、员工、人口、经济、信息技术、广播和移动服务。为了说明这种方法的适用性,使用了2003年27个发达国家和发展中国家的数据。共考虑9个指标,其中4个为投入,6个为产出。结果显示了每个部门的弱点和长处,并确定了最有效的投入或产出,可以帮助管理层进行总体评估和优化。这是第一个提出综合多元方法来全面评估和改进电信部门的研究。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Total Assessment and Optimization of Telecommunication Sectors by Multivariate Approach
This paper presents a multivariate approach for total assessment and ranking of telecommunication sectors based on standards indicators identified by International Telecommunication Union (ITU). The model is based on Data Envelopment Analysis (DEA) and Principal Component Analysis (PCA) and is verified and validated by Spearman correlation technique. The indicators are categorized as telephone network size, other services, quality of service, traffic, tariffs, staff, demography, economy, information technology, broadcasting and mobile services. To present the applicability of the approach, data for the year 2003 of 27 developed and developing countries are used. A total of 9 indicators are considered, out of which 4 are inputs and 6 are outputs respectively. The results show weak and strong points of each sector and identifies the most efficient inputs or outputs which can aid management in overall assessment and optimization. This is the first study that presents an integrated multivariate approach for total assessment and improvement of the telecommunication sectors.
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