Modelling accessibility to urban services using fuzzy logic: A comparative analysis of two methods
Purpose - This paper is an attempt to bridge the gap between, on the one hand, the mobility behaviour of households and their perception of accessibility to urban amenities and, on the other hand, house price dynamics as captured through hedonic modelling. Design/methodology/approach - In order to a...
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Veröffentlicht in: | Journal of property investment & finance 2005-01, Vol.23 (1), p.22-54 |
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description | Purpose - This paper is an attempt to bridge the gap between, on the one hand, the mobility behaviour of households and their perception of accessibility to urban amenities and, on the other hand, house price dynamics as captured through hedonic modelling. Design/methodology/approach - In order to analyse the mobility behaviour of individuals and households, their sensitivity to travel time from home to service places is estimated so as to assess their perceived accessibility, using "subjective" indices based on actual trips, as reported in the 2001 origin-destination survey designed for Quebec City. For comparative purposes, both objective and subjective accessibility indices based, in the former case on observed travel times and, in the latter case on fuzzy logic criteria, are computed and used as a complement to a centrality index in a hedonic model of house prices. Findings - Findings indicate that there are statistically significant differences in the way accessibility is structured depending on trip purposes and household profiles. They also suggest that, while an objective measure of accessibility yields good results, resorting to subjective, and more comprehensive, accessibility indices derived from fuzzy logic provides greater insight into the understanding of commuting patterns and travel behaviour of people. Practical implications - Better understanding the complexity of individuals' and households' mobility behaviour should result in more adequate initiatives and decisions being taken by transportation and city planning authorities. Originality/value - Accessibility to jobs and services has long been known as a major determinant of urban, residential and non residential, rents. Yet, it is more often than not assumed to derive from a rather straightforward process, which this paper shows is not the case. [PUBLICATION ABSTRACT] |
doi_str_mv | 10.1108/14635780510575085 |
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Design/methodology/approach - In order to analyse the mobility behaviour of individuals and households, their sensitivity to travel time from home to service places is estimated so as to assess their perceived accessibility, using "subjective" indices based on actual trips, as reported in the 2001 origin-destination survey designed for Quebec City. For comparative purposes, both objective and subjective accessibility indices based, in the former case on observed travel times and, in the latter case on fuzzy logic criteria, are computed and used as a complement to a centrality index in a hedonic model of house prices. Findings - Findings indicate that there are statistically significant differences in the way accessibility is structured depending on trip purposes and household profiles. They also suggest that, while an objective measure of accessibility yields good results, resorting to subjective, and more comprehensive, accessibility indices derived from fuzzy logic provides greater insight into the understanding of commuting patterns and travel behaviour of people. Practical implications - Better understanding the complexity of individuals' and households' mobility behaviour should result in more adequate initiatives and decisions being taken by transportation and city planning authorities. Originality/value - Accessibility to jobs and services has long been known as a major determinant of urban, residential and non residential, rents. Yet, it is more often than not assumed to derive from a rather straightforward process, which this paper shows is not the case. [PUBLICATION ABSTRACT]</description><identifier>ISSN: 1463-578X</identifier><identifier>EISSN: 1470-2002</identifier><identifier>DOI: 10.1108/14635780510575085</identifier><language>eng</language><publisher>Bradford: Emerald Group Publishing Limited</publisher><subject>Area planning & development ; Comparative analysis ; Fuzzy logic ; Households ; Mathematical models ; Mobility ; Perceptions ; Residential buildings ; Studies ; Urban areas</subject><ispartof>Journal of property investment & finance, 2005-01, Vol.23 (1), p.22-54</ispartof><rights>Copyright MCB UP Limited (MCB) 2005</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c255t-8c7ba3e178143532488d8941e69f8724edc69136b1855e874cd4cdcbb53d9c453</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,967,21695,27924,27925</link.rule.ids></links><search><contributor>D'Arcy, Eamonn</contributor><creatorcontrib>Thériault, Marius</creatorcontrib><creatorcontrib>Des Rosiers, François</creatorcontrib><creatorcontrib>Joerin, Florent</creatorcontrib><title>Modelling accessibility to urban services using fuzzy logic: A comparative analysis of two methods</title><title>Journal of property investment & finance</title><description>Purpose - This paper is an attempt to bridge the gap between, on the one hand, the mobility behaviour of households and their perception of accessibility to urban amenities and, on the other hand, house price dynamics as captured through hedonic modelling. Design/methodology/approach - In order to analyse the mobility behaviour of individuals and households, their sensitivity to travel time from home to service places is estimated so as to assess their perceived accessibility, using "subjective" indices based on actual trips, as reported in the 2001 origin-destination survey designed for Quebec City. For comparative purposes, both objective and subjective accessibility indices based, in the former case on observed travel times and, in the latter case on fuzzy logic criteria, are computed and used as a complement to a centrality index in a hedonic model of house prices. Findings - Findings indicate that there are statistically significant differences in the way accessibility is structured depending on trip purposes and household profiles. They also suggest that, while an objective measure of accessibility yields good results, resorting to subjective, and more comprehensive, accessibility indices derived from fuzzy logic provides greater insight into the understanding of commuting patterns and travel behaviour of people. Practical implications - Better understanding the complexity of individuals' and households' mobility behaviour should result in more adequate initiatives and decisions being taken by transportation and city planning authorities. Originality/value - Accessibility to jobs and services has long been known as a major determinant of urban, residential and non residential, rents. Yet, it is more often than not assumed to derive from a rather straightforward process, which this paper shows is not the case. [PUBLICATION ABSTRACT]</description><subject>Area planning & development</subject><subject>Comparative analysis</subject><subject>Fuzzy logic</subject><subject>Households</subject><subject>Mathematical models</subject><subject>Mobility</subject><subject>Perceptions</subject><subject>Residential buildings</subject><subject>Studies</subject><subject>Urban areas</subject><issn>1463-578X</issn><issn>1470-2002</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2005</creationdate><recordtype>article</recordtype><sourceid>AFKRA</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><recordid>eNplkM1Lw0AQxRdRsFb_AG_Bg7fozH4HT1L8gooXBW9LstmULWlSdxOh_evdUE8KAzMwP957PEIuEW4QQd8il0woDQJBKAFaHJEZcgU5BaDH0y1ZnoDPU3IW4xoAhJRyRu5e-9q1re9WWWmti9FXvvXDLhv6bAxV2WXRhW-fPtkYJ6oZ9_td1vYrb8_JSVO20V387jn5eHx4Xzzny7enl8X9MrdUiCHXVlUlc6g0ciYY5VrXuuDoZNFoRbmrrSyQyQq1EE4rbus0tqoEqwvLBZuT64PuNvRfo4uD2fhoU-qyc_0YDZMAvFCQwKs_4LofQ5eyGYo0eQCwBOEBsqGPMbjGbIPflGFnEMzUpfnXJfsBe3FlOA</recordid><startdate>20050101</startdate><enddate>20050101</enddate><creator>Thériault, Marius</creator><creator>Des Rosiers, François</creator><creator>Joerin, Florent</creator><general>Emerald Group Publishing Limited</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7WY</scope><scope>7WZ</scope><scope>7XB</scope><scope>AFKRA</scope><scope>BENPR</scope><scope>BEZIV</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>F~G</scope><scope>K6~</scope><scope>L.-</scope><scope>M0C</scope><scope>PQBIZ</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>Q9U</scope><scope>7TA</scope><scope>8FD</scope><scope>JG9</scope></search><sort><creationdate>20050101</creationdate><title>Modelling accessibility to urban services using fuzzy logic</title><author>Thériault, Marius ; Des Rosiers, François ; Joerin, Florent</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c255t-8c7ba3e178143532488d8941e69f8724edc69136b1855e874cd4cdcbb53d9c453</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2005</creationdate><topic>Area planning & development</topic><topic>Comparative analysis</topic><topic>Fuzzy logic</topic><topic>Households</topic><topic>Mathematical models</topic><topic>Mobility</topic><topic>Perceptions</topic><topic>Residential buildings</topic><topic>Studies</topic><topic>Urban areas</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Thériault, Marius</creatorcontrib><creatorcontrib>Des Rosiers, François</creatorcontrib><creatorcontrib>Joerin, Florent</creatorcontrib><collection>CrossRef</collection><collection>Access via ABI/INFORM (ProQuest)</collection><collection>ABI/INFORM Global (PDF only)</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central</collection><collection>Business Premium Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>ABI/INFORM Global (Corporate)</collection><collection>ProQuest Business Collection</collection><collection>ABI/INFORM Professional Advanced</collection><collection>ABI/INFORM Global</collection><collection>ProQuest One Business</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central Basic</collection><collection>Materials Business File</collection><collection>Technology Research Database</collection><collection>Materials Research Database</collection><jtitle>Journal of property investment & finance</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Thériault, Marius</au><au>Des Rosiers, François</au><au>Joerin, Florent</au><au>D'Arcy, Eamonn</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Modelling accessibility to urban services using fuzzy logic: A comparative analysis of two methods</atitle><jtitle>Journal of property investment & finance</jtitle><date>2005-01-01</date><risdate>2005</risdate><volume>23</volume><issue>1</issue><spage>22</spage><epage>54</epage><pages>22-54</pages><issn>1463-578X</issn><eissn>1470-2002</eissn><abstract>Purpose - This paper is an attempt to bridge the gap between, on the one hand, the mobility behaviour of households and their perception of accessibility to urban amenities and, on the other hand, house price dynamics as captured through hedonic modelling. 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subjects | Area planning & development Comparative analysis Fuzzy logic Households Mathematical models Mobility Perceptions Residential buildings Studies Urban areas |
title | Modelling accessibility to urban services using fuzzy logic: A comparative analysis of two methods |
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