Measuring efficiency in tourism: A problem of shared factors and multiple attributes in DEA

IF 5.4 2区 经济学 Q1 ECONOMICS Socio-economic Planning Sciences Pub Date : 2025-04-01 Epub Date: 2024-11-28 DOI:10.1016/j.seps.2024.102117
Sonia Valeria Avilés-Sacoto , Estefanía Caridad Avilés-Sacoto , Wade D. Cook , David Güemes-Castorena
{"title":"Measuring efficiency in tourism: A problem of shared factors and multiple attributes in DEA","authors":"Sonia Valeria Avilés-Sacoto ,&nbsp;Estefanía Caridad Avilés-Sacoto ,&nbsp;Wade D. Cook ,&nbsp;David Güemes-Castorena","doi":"10.1016/j.seps.2024.102117","DOIUrl":null,"url":null,"abstract":"<div><div>The current research makes three main contributions to the DEA (Data Envelopment Analysis) literature. <em>First,</em> when using DEA to derive an efficiency score for a given DMU, it is normally assumed that each and every DMU has its own unique set of inputs and outputs, there are situations whereby a DMU can have a factor that is shared with other DMUs. This means that one must view efficiency from the perspective of groups of DMUs rather than from the perspective of the individual DMU. <em>Second,</em> two stage problems can, in the presence of shared factors, result in different groupings of DMUs in one stage than in another<em>. Third,</em> in certain circumstances efficiency can be viewed from the perspective of multiple attributes (e.g. different types of tourism). Herein, we develop a model to cater for these features and illustrate the model using a data set on tourism in Mexico.</div></div>","PeriodicalId":22033,"journal":{"name":"Socio-economic Planning Sciences","volume":"98 ","pages":"Article 102117"},"PeriodicalIF":5.4000,"publicationDate":"2025-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Socio-economic Planning Sciences","FirstCategoryId":"96","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0038012124003173","RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/11/28 0:00:00","PubModel":"Epub","JCR":"Q1","JCRName":"ECONOMICS","Score":null,"Total":0}
引用次数: 0

Abstract

The current research makes three main contributions to the DEA (Data Envelopment Analysis) literature. First, when using DEA to derive an efficiency score for a given DMU, it is normally assumed that each and every DMU has its own unique set of inputs and outputs, there are situations whereby a DMU can have a factor that is shared with other DMUs. This means that one must view efficiency from the perspective of groups of DMUs rather than from the perspective of the individual DMU. Second, two stage problems can, in the presence of shared factors, result in different groupings of DMUs in one stage than in another. Third, in certain circumstances efficiency can be viewed from the perspective of multiple attributes (e.g. different types of tourism). Herein, we develop a model to cater for these features and illustrate the model using a data set on tourism in Mexico.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
旅游效率测度:DEA中的共享因素和多属性问题
目前的研究对DEA(数据包络分析)文献有三个主要贡献。首先,当使用DEA获得给定DMU的效率分数时,通常假设每个DMU都有自己独特的输入和输出集,在某些情况下,DMU可以具有与其他DMU共享的因子。这意味着人们必须从DMU群体的角度而不是从单个DMU的角度来看待效率。其次,在存在共同因素的情况下,两阶段问题可能导致一个阶段的dmu分组不同于另一个阶段。第三,在某些情况下,效率可以从多个属性(如不同类型的旅游)的角度来看待。在这里,我们开发了一个模型来满足这些特征,并使用墨西哥旅游业的数据集来说明该模型。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
Socio-economic Planning Sciences
Socio-economic Planning Sciences OPERATIONS RESEARCH & MANAGEMENT SCIENCE-
CiteScore
9.40
自引率
13.10%
发文量
294
审稿时长
58 days
期刊介绍: Studies directed toward the more effective utilization of existing resources, e.g. mathematical programming models of health care delivery systems with relevance to more effective program design; systems analysis of fire outbreaks and its relevance to the location of fire stations; statistical analysis of the efficiency of a developing country economy or industry. Studies relating to the interaction of various segments of society and technology, e.g. the effects of government health policies on the utilization and design of hospital facilities; the relationship between housing density and the demands on public transportation or other service facilities: patterns and implications of urban development and air or water pollution. Studies devoted to the anticipations of and response to future needs for social, health and other human services, e.g. the relationship between industrial growth and the development of educational resources in affected areas; investigation of future demands for material and child health resources in a developing country; design of effective recycling in an urban setting.
期刊最新文献
Quantity or efficiency? The impact of AI adoption on firm innovation: Evidence from Chinese listed companies How does digitalization affect the urban-rural income gap? A study using panel fsQCA and NCA in developing economies The role of corporate governance in shaping environmental performance: Exploring industry differences Does artificial intelligence bind labor market power? Evidence from listed manufacturing firms in China Pre-disaster reserve planning under multi-stakeholder collaboration: A two-phase strategic analysis
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1