Efficiency evaluation of urban transport using the DEA method

Sławomira Hajduk
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引用次数: 7

Abstract

Research background: An efficient and effectively functioning transport of a city is of great importance both for people who reside within it, as well as companies doing business there. It is an integral part of modern economy and society in the dimension of production and consumption. However, apart from having a positive impact, transport also carries many social costs including congestion, traffic accidents and a negative influence on the natural environment. Consequently, urban transport is an increasingly important area of city management. Purpose of the article: The aim of this study is to assess the technological effectiveness of transport in selected Polish cities. The author created a ranking of cities and identified ways of improve efficiency. Methods: The test procedure used the non-parametric method of Data Envelopment Analysis (DEA). The data for analysis was drawn from the Local Data Bank of the Central Statistical Office defining expenses in the transport section as  well as data on the condition and use of transport infrastructure. Calculations were made using Frontier Analyst Application software dedicated to the DEA method. Performance results were determined using the BCC model. The analysis was con-ducted for 18 cities with district status from 150 to 500 thousands inhabitants. Findings & Value added: The main result is the author’s ranking of transport effectiveness in Polish cities. The analysis showed that urban transport is characterized by a rather low technological effectiveness. Full technological efficiency has been shown by five cities: Bialystok, Sosonowiec, Bielsko-Biala, Olsztyn and Rzeszow. An average of the urban transport efficiency reached 51.1%. The lowest effectiveness was only 2.77%. This means that a substantial number of cities do not use optimal inputs. The DEA method enriches the methodology used by scientists to study transport effectiveness.
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基于DEA方法的城市交通效率评价
研究背景:一个城市的高效和有效运行的交通对居住在其中的人以及在那里做生意的公司都非常重要。在生产和消费方面,它是现代经济和社会不可分割的一部分。然而,除了产生积极影响外,交通还带来许多社会成本,包括拥堵、交通事故和对自然环境的负面影响。因此,城市交通是城市管理中一个日益重要的领域。文章的目的:本研究的目的是评估波兰选定城市的交通技术有效性。作者创建了一个城市排名,并确定了提高效率的方法。方法:测试程序采用数据包络分析的非参数方法。用于分析的数据来自中央统计局的地方数据库,该数据库定义了运输部门的费用以及运输基础设施的状况和使用数据。使用专门用于DEA方法的Frontier Analyst应用软件进行计算。使用BCC模型确定性能结果。这项分析是针对18个地区性城市进行的,这些城市的居民从150万到50万不等。研究结果和附加值:主要结果是作者对波兰城市交通效率的排名。分析表明,城市交通的特点是技术效率较低。比亚韦斯托克(Bialystok)、索索诺维茨(Sosonowiec)、比尔斯科·比亚拉(Bielsko Biala)、奥尔斯廷(Olsztyn)和热绍夫(Rzeszow)五个城市显示出了全面的技术效率。城市交通效率平均达到51.1%,最低有效性仅为2.77%,这意味着相当多的城市没有使用最优投入。DEA方法丰富了科学家研究运输有效性的方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
9.20
自引率
3.50%
发文量
28
审稿时长
36 weeks
期刊介绍: Equilibrium. Quarterly Journal of Economics and Economic Policy is a scientific journal dedicated to economics, which is the result of close cooperation between the Instytut Badań Gospodarczych/Institute of Economic Research (Poland) and Polish Economic Society and leading European universities. The journal constitutes a platform for exchange of views of the scientific community, as well as reflects the current status and trends of world science and economy. The journal especially welcome empirical articles making use of quantitative methods in: Macroeconomics and Monetary Economics, International Economics, Financial Economics and Banking, Public Economics, Business Economics, Labor and Demographic Economics, Economic Development, and Technological Change, and Growth. Current most preferable topics and special issues: The economics of artificial intelligence: business potentials and risks; Digitalization and entrepreneurship in economics; Sustainable socio-economic development, environmental and ecological economics; Transition in the energy market (improving energy efficiency, alternative energy sources, renewable energy, energy security).
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