{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,30]],"date-time":"2026-03-30T17:04:57Z","timestamp":1774890297330,"version":"3.50.1"},"reference-count":49,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2006,9,26]],"date-time":"2006-09-26T00:00:00Z","timestamp":1159228800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["J Geograph Syst"],"published-print":{"date-parts":[[2007,3,12]]},"DOI":"10.1007\/s10109-006-0030-0","type":"journal-article","created":{"date-parts":[[2006,10,6]],"date-time":"2006-10-06T00:33:29Z","timestamp":1160094809000},"page":"77-101","source":"Crossref","is-referenced-by-count":220,"title":["Latent lifestyle preferences and household location decisions"],"prefix":"10.1007","volume":"9","author":[{"given":"Joan L.","family":"Walker","sequence":"first","affiliation":[]},{"given":"Jieping","family":"Li","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2006,9,26]]},"reference":[{"key":"30_CR1","unstructured":"Aeroe T (2001) Residential preferences, choice of housing, and lifestyle. PhD dissertation (English summary), Aalborg University"},{"key":"30_CR2","unstructured":"Bagley M, Mokhtarian P (1999) The role of lifestyle and attitudinal characteristics in residential neighborhood choice. Transportation and Traffic Theory, pp 735\u2013758"},{"key":"30_CR3","doi-asserted-by":"crossref","first-page":"279","DOI":"10.1007\/s001680200083","volume":"36","author":"M Bagley","year":"2002","unstructured":"Bagley M, Mokhtarian P (2002) The impact of residential neighborhood type on travel behavior: a structural equations modeling approach. Ann Reg Sci 36:279\u2013297","journal-title":"Ann Reg Sci"},{"key":"30_CR4","first-page":"241","volume":"23","author":"M Ben-Akiva","year":"1996","unstructured":"Ben-Akiva M, Bowman JL, Gopinath D (1996) Travel demand model system for the information era. Transportation 23:241\u2013266","journal-title":"Transportation"},{"key":"30_CR5","first-page":"431","volume-title":"In perpetual motion: travel behaviour research opportunities and application challenges","author":"M Ben-Akiva","year":"2002","unstructured":"Ben-Akiva M, Walker J, Bernardino A, Gopinath D, Morikawa T, Polydoropoulou A (2002) Integration of choice and latent variable models. In: Mahmassani H (ed) In perpetual motion: travel behaviour research opportunities and application challenges. Elsevier, Amsterdam, pp 431\u2013470"},{"key":"30_CR6","unstructured":"Bhat C, Guo J (2006) A comprehensive analysis of built environment characteristics on household residential choice and auto ownership levels. In: Presented at the 85th Annual Meeting of the Transportation Research Board, Washington DC"},{"key":"30_CR7","doi-asserted-by":"crossref","first-page":"421","DOI":"10.1023\/A:1021351721619","volume":"23","author":"PC Boxall","year":"2002","unstructured":"Boxall PC, Adamowicz WL (2002) Understanding heterogeneous preferences in random utility models: a latent class approach. Environ Resour Econ 23:421\u2013446","journal-title":"Environ Resour Econ"},{"key":"30_CR8","unstructured":"Cambridge Systematics, Inc. (1996) Data collection in the Portland, Oregon metropolitan area, Travel Model Improvement Program, Track D Data Research Program. Prepared for the U.S. Department of Transportation"},{"key":"30_CR9","doi-asserted-by":"crossref","first-page":"291","DOI":"10.1016\/j.tranpol.2005.03.003","volume":"12","author":"X Cao","year":"2005","unstructured":"Cao X, Mokhtarian P (2005) How do individuals adapt their personal travel? Objective and subjective influences on the consideration of travel-related strategies for San Francisco Bay Area commuters. Transp Policy 12:291\u2013302","journal-title":"Transp Policy"},{"issue":"1","key":"30_CR10","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/s11116-005-7027-2","volume":"33","author":"X Cao","year":"2006","unstructured":"Cao X, Handy S, Mokhtarian P (2006) The influence of the built environment and residential self-selection on pedestrian behavior. Transportation 33(1):1\u201320","journal-title":"Transportation"},{"key":"30_CR11","unstructured":"Chiou L, Walker JL (2006) Masking identification of discrete choice models under simulation methods. J Econom (forthcoming)"},{"key":"30_CR12","unstructured":"Chliaoutakis J, Koukouli S, Lajunen T, Tzamalouka G (2005) Lifestyle traits as predictors of driving behavior in urban areas of Greece. Transp Res Part F, 1\u201316"},{"issue":"1","key":"30_CR13","doi-asserted-by":"crossref","first-page":"42","DOI":"10.1177\/002224379303000104","volume":"30","author":"WR Dillon","year":"1993","unstructured":"Dillon WR, Kumar A, de Borrero MS (1993) Capturing individual differences in paired comparisons: an extended BTL Model incorporating descriptor variables. J Mark Res 30(1):42\u201351","journal-title":"J Mark Res"},{"key":"30_CR14","unstructured":"Ferrell C, Deakin E (2001) Changing California lifestyles: consequences for mobility. The University of California Transportation Center, Berkeley, available from http:\/\/www.uctc.net\/trends"},{"key":"30_CR15","unstructured":"Gopinath DA (1995) Modeling heterogeneity in discrete choice processes: application to travel demand. PhD dissertation, Massachusetts Institute of Technology"},{"key":"30_CR16","unstructured":"Greene WH (2003) Econometric analysis, 5th edn. Prentice Hall, Englewood Cliffs"},{"key":"30_CR17","doi-asserted-by":"crossref","first-page":"681","DOI":"10.1016\/S0191-2615(02)00046-2","volume":"37","author":"WH Greene","year":"2003","unstructured":"Greene WH, Hensher DA (2003) A latent class model for discrete choice analysis: contrasts with mixed logit. Transp Res Part B 37:681\u2013698","journal-title":"Transp Res Part B"},{"key":"30_CR18","doi-asserted-by":"crossref","first-page":"139","DOI":"10.1177\/002224378702400201","volume":"XXIV","author":"R Grover","year":"1987","unstructured":"Grover R, Srinivasan V (1987) A simultaneous approach to market segmentation and market structuring. J Mark Res XXIV, 139\u2013153","journal-title":"J Mark Res"},{"key":"30_CR19","doi-asserted-by":"crossref","unstructured":"Guevara CA, Ben-Akiva ME (2006) Endogeneity in residential location choice models. Transp Res Rec (forthcoming)","DOI":"10.3141\/1977-10"},{"key":"30_CR20","doi-asserted-by":"crossref","first-page":"427","DOI":"10.1016\/j.trd.2005.05.002","volume":"10","author":"S Handy","year":"2005","unstructured":"Handy S, Cao X, Mokhtarian P (2005) Correlation or causality between the built environment and travel behavior? Evidence from Northern California. Transp Res D 10:427\u2013444","journal-title":"Transp Res D"},{"key":"30_CR21","unstructured":"Hojrup T (2003) State, culture and life-modes: the foundations of life-mode analysis. Ashgate"},{"issue":"4","key":"30_CR22","doi-asserted-by":"crossref","first-page":"379","DOI":"10.1177\/002224378902600401","volume":"26","author":"WA Kamakura","year":"1989","unstructured":"Kamakura WA, Russell GJ (1989) A probabilistic choice model for market segmentation and elasticity structure. J Mark Res 26(4):379\u2013390","journal-title":"J Mark Res"},{"key":"30_CR23","doi-asserted-by":"crossref","first-page":"125","DOI":"10.1023\/A:1017959825565","volume":"24","author":"R Kitamura","year":"1997","unstructured":"Kitamura R, Mokhtarian P, Laidet L (1997) A Micro-analysis of land use and travel in five neighborhoods in the San Francisco Bay Area. Transportation 24:125\u2013158","journal-title":"Transportation"},{"key":"30_CR24","first-page":"1","volume":"5","author":"A Kontoleon","year":"2003","unstructured":"Kontoleon A, Yabe M (2003) Assessing the impacts of alternative \u2018opt-out\u2019 formats in choice experiment studies: consumer preferences for genetically modified content and production information in food. J Agric Policy Res 5:1\u201343","journal-title":"J Agric Policy Res"},{"key":"30_CR25","doi-asserted-by":"crossref","first-page":"119","DOI":"10.3141\/1807-15","volume":"1807","author":"K Krizek","year":"2003","unstructured":"Krizek K, Waddell P (2003) Analysis of lifestyles choices: neighborhood type, travel patterns, and activity participation. Transp Res Rec 1807:119\u2013128","journal-title":"Transp Res Rec"},{"key":"30_CR26","unstructured":"Lerman SR (1975) A disaggregate behavioral model of urban mobility decisions. PhD dissertation, Massachusetts Institute of Technology"},{"key":"30_CR27","doi-asserted-by":"crossref","first-page":"187","DOI":"10.1016\/S0272-4944(05)80070-2","volume":"12","author":"E Lindberg","year":"1992","unstructured":"Lindberg E, Harti T, Garvill J, G\u00e4rling T (1992) Residential-location preferences across the life span. J Environ Psychol 12:187\u2013198","journal-title":"J Environ Psychol"},{"key":"30_CR28","doi-asserted-by":"crossref","DOI":"10.1017\/CBO9780511753831","volume-title":"Stated choice methods: analysis and applications","author":"JJ Louviere","year":"2000","unstructured":"Louviere JJ, Hensher DA, Swait JD (2000) Stated choice methods: analysis and applications. Cambridge University Press, Cambridge"},{"issue":"3\u20134","key":"30_CR29","doi-asserted-by":"crossref","first-page":"255","DOI":"10.1007\/s11002-005-5890-4","volume":"16","author":"J Louviere","year":"2005","unstructured":"Louviere J, Train K, Ben-Akiva M, Bhat C, Brownstone D, Cameron TA, Carson RT, Deshazo JR, Fiebig D, Greene W, Hensher D, Waldman D (2005) Recent progress on endogeneity in choice modeling. Mark Lett 16(3\u20134):255\u2013265","journal-title":"Mark Lett"},{"key":"30_CR30","doi-asserted-by":"crossref","first-page":"17","DOI":"10.1016\/S0967-070X(01)00034-8","volume":"9","author":"G Lyons","year":"2002","unstructured":"Lyons G, Chatterjee K, Beecroft M, Marsden G (2002) Determinants of travel demand: exploring the future of society and lifestyles in the UK. Transp Policy 9:17\u201327","journal-title":"Transp Policy"},{"key":"30_CR31","unstructured":"Magidson J, Eagle T, Vermunt J (2003) New developments in latent class choice models. In: Sawtooth Software Conference Proceedings, pp 89\u2013112"},{"key":"30_CR32","doi-asserted-by":"crossref","first-page":"162","DOI":"10.1016\/j.ecolecon.2005.01.009","volume":"56","author":"JW Milon","year":"2006","unstructured":"Milon JW, Scrogin D (2006) Latent preferences and valuation of wetland ecosystem restoration. Ecol Econ 56:162\u2013175","journal-title":"Ecol Econ"},{"issue":"1","key":"30_CR33","doi-asserted-by":"crossref","first-page":"14","DOI":"10.1080\/12265934.2003.9693520","volume":"7","author":"R Moekel","year":"2003","unstructured":"Moekel R, Spiekermann K, Schurmann C, Wegener M (2003) Microsimulation of land use. Int J Urban Sci 7(1):14\u201331","journal-title":"Int J Urban Sci"},{"issue":"1","key":"30_CR34","first-page":"35","volume":"31","author":"PL Mokhtarian","year":"1997","unstructured":"Mokhtarian PL, Salomon I (1997) Modeling the desire to telecommute: the importance of attitudinal factors in behavioral models. Transp Res A 31(1):35\u201350","journal-title":"Transp Res A"},{"key":"30_CR35","doi-asserted-by":"crossref","first-page":"97","DOI":"10.1016\/j.trb.2003.08.003","volume":"39","author":"DT Ory","year":"2005","unstructured":"Ory DT, Mokhtarian PL (2005) When is getting there half the fun? Modeling the liking for travel. Transp Res Part A 39:97\u2013123","journal-title":"Transp Res Part A"},{"key":"30_CR36","doi-asserted-by":"crossref","first-page":"381","DOI":"10.1016\/0191-2615(92)90033-S","volume":"26","author":"P Prevedouros","year":"1992","unstructured":"Prevedouros P (1992) Associations of personality characteristics with transport behavior and residence location decisions. Transp Res A 26:381\u2013391","journal-title":"Transp Res A"},{"key":"30_CR37","doi-asserted-by":"crossref","first-page":"623","DOI":"10.1068\/a150623","volume":"15","author":"I Salomon","year":"1983","unstructured":"Salomon I, Ben-Akiva M (1983) The use of the lifestyle concept in travel demand models. Environ Plann A 15:623\u2013638","journal-title":"Environ Plann A"},{"key":"30_CR38","unstructured":"Salomon I, Waddell P, Wegener M (2002) Sustainable lifestyles? Microsimulation of household formation, housing choice and travel behavior. In: Black WR, Nijkamp P (eds) Social Change and Sustainable Transport. Indiana University Press, pp 125\u2013131"},{"issue":"3","key":"30_CR39","doi-asserted-by":"crossref","first-page":"426","DOI":"10.3368\/le.81.3.426","volume":"81","author":"R Scarpa","year":"2005","unstructured":"Scarpa R, Thiene M (2005) Destination choice models for rock climbing in the Northeastern Alps: a latent-class approach based on intensity of preferences. Land Econ 81(3):426\u2013444","journal-title":"Land Econ"},{"key":"30_CR40","doi-asserted-by":"crossref","first-page":"83","DOI":"10.1016\/j.jtrangeo.2004.11.001","volume":"13","author":"T Schwanen","year":"2005","unstructured":"Schwanen T, Mokhtarian P (2005) What affects commute mode choice: neighborhood physical structure or preferences toward neighborhoods? J Transp Geogr 13:83\u201399","journal-title":"J Transp Geogr"},{"issue":"2","key":"30_CR41","doi-asserted-by":"crossref","first-page":"77","DOI":"10.1016\/0969-6989(94)90002-7","volume":"1","author":"J Swait","year":"1994","unstructured":"Swait J (1994) A structural equation model of latent segmentation and product choice for cross-sectional preference choice data. J Retail Consum Serv 1(2):77\u201389","journal-title":"J Retail Consum Serv"},{"key":"30_CR42","doi-asserted-by":"crossref","first-page":"77","DOI":"10.1016\/S0969-6989(99)00012-0","volume":"7","author":"J Swait","year":"2000","unstructured":"Swait J, Sweeney JC (2000) Perceived value and its impact on choice behavior in a retail setting. J Retail Consum Serv 7:77\u201388","journal-title":"J Retail Consum Serv"},{"key":"30_CR43","unstructured":"Targa F, Clifton K (2004) Integrating social and psychological processes into the land use-travel behavior research agenda: theories, concepts and empirical study design. In: Prepared for the Seventh International Conference on Travel Survey Methods, Los Suenos, Costa Rica"},{"key":"30_CR44","doi-asserted-by":"crossref","DOI":"10.1017\/CBO9780511753930","volume-title":"Discrete choice models with simulation","author":"KE Train","year":"2003","unstructured":"Train KE (2003) Discrete choice models with simulation. Cambridge University Press, Cambridge"},{"key":"30_CR45","unstructured":"TRB Special Report 282 (2005) Does the built environment influence physical activity? Examining the evidence. (S Hanson, Chair) Transportation Research Board, Washington DC"},{"key":"30_CR46","doi-asserted-by":"crossref","unstructured":"Waddell P (2000) Towards a behavioral integration of land use and transportation modeling. In: Proceedings of the 9th International Association for Travel Behavior Research Conference, Queensland, Australia","DOI":"10.1016\/B978-008043924-2\/50002-X"},{"key":"30_CR47","unstructured":"Walker JL (2001) Extended discrete choice models: integrated framework, flexible error structures, and latent variables. PhD dissertation, Massachusetts Institute of Technology"},{"issue":"3","key":"30_CR48","doi-asserted-by":"crossref","first-page":"303","DOI":"10.1016\/S0165-4896(02)00023-9","volume":"43","author":"J Walker","year":"2002","unstructured":"Walker J, Ben-Akiva M (2002) Generalized random utility model. Math Soc Sci 43(3):303\u2013343","journal-title":"Math Soc Sci"},{"key":"30_CR49","doi-asserted-by":"crossref","unstructured":"Walker J, Ben-Akiva M, Bolduc D (2006) Identification of parameters in normal error components logit mixture models. Working paper available at http:\/\/www.people.bu.edu\/joanw\/papers.html","DOI":"10.1002\/jae.971"}],"container-title":["Journal of Geographical Systems"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10109-006-0030-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10109-006-0030-0\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10109-006-0030-0","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,5,9]],"date-time":"2023-05-09T06:53:24Z","timestamp":1683615204000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10109-006-0030-0"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2006,9,26]]},"references-count":49,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2007,3,12]]}},"alternative-id":["30"],"URL":"https:\/\/doi.org\/10.1007\/s10109-006-0030-0","relation":{},"ISSN":["1435-5930","1435-5949"],"issn-type":[{"value":"1435-5930","type":"print"},{"value":"1435-5949","type":"electronic"}],"subject":[],"published":{"date-parts":[[2006,9,26]]}}}