{"id":"https://openalex.org/W3197297402","doi":"https://doi.org/10.1007/s00357-021-09398-1","title":"The Spatial Representation of Consumer Dispersion Patterns via a New Multi-level Latent Class Methodology","display_name":"The Spatial Representation of Consumer Dispersion Patterns via a New Multi-level Latent Class Methodology","publication_year":2021,"publication_date":"2021-09-08","ids":{"openalex":"https://openalex.org/W3197297402","doi":"https://doi.org/10.1007/s00357-021-09398-1","mag":"3197297402"},"language":"en","primary_location":{"id":"doi:10.1007/s00357-021-09398-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00357-021-09398-1","pdf_url":null,"source":{"id":"https://openalex.org/S73028643","display_name":"Journal of Classification","issn_l":"0176-4268","issn":["0176-4268","1432-1343"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Classification","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://research.tilburguniversity.edu/en/publications/3148bc9e-453d-47a2-aaff-7165dca67a05","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100429324","display_name":"Sung\u2010Hoon Kim","orcid":"https://orcid.org/0000-0002-1570-3230"},"institutions":[{"id":"https://openalex.org/I102322142","display_name":"Rutgers, The State University of New Jersey","ror":"https://ror.org/05vt9qd57","country_code":"US","type":"education","lineage":["https://openalex.org/I102322142"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Sunghoon Kim","raw_affiliation_strings":["Rutgers Business School, Rutgers University, New Brunswick, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rutgers Business School, Rutgers University, New Brunswick, USA","institution_ids":["https://openalex.org/I102322142"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021888283","display_name":"Ashley Stadler Blank","orcid":"https://orcid.org/0000-0002-2093-5941"},"institutions":[{"id":"https://openalex.org/I194120229","display_name":"Xavier University","ror":"https://ror.org/00f266q65","country_code":"US","type":"education","lineage":["https://openalex.org/I194120229"]},{"id":"https://openalex.org/I22675022","display_name":"Williams College","ror":"https://ror.org/04avkmd49","country_code":"US","type":"education","lineage":["https://openalex.org/I22675022"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ashley Stadler Blank","raw_affiliation_strings":["Williams College of Business, Xavier University, Cincinnati, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Williams College of Business, Xavier University, Cincinnati, USA","institution_ids":["https://openalex.org/I194120229","https://openalex.org/I22675022"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113444698","display_name":"Wayne S. DeSarbo","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wayne S. DeSarbo","raw_affiliation_strings":["Smeal College of Business, University Park, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Smeal College of Business, University Park, USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032131186","display_name":"Jeroen K. Vermunt","orcid":"https://orcid.org/0000-0001-9053-9330"},"institutions":[{"id":"https://openalex.org/I193700539","display_name":"Tilburg University","ror":"https://ror.org/04b8v1s79","country_code":"NL","type":"education","lineage":["https://openalex.org/I193700539"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Jeroen K. Vermunt","raw_affiliation_strings":["Tilburg School of Social and Behavioral Sciences, Tilburg University, Tilburg, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tilburg School of Social and Behavioral Sciences, Tilburg University, Tilburg, The Netherlands","institution_ids":["https://openalex.org/I193700539"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100429324"],"corresponding_institution_ids":["https://openalex.org/I102322142"],"apc_list":{"value":3290,"currency":"USD","value_usd":3290},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.17820049,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"39","issue":"2","first_page":"218","last_page":"239"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11161","display_name":"Consumer Market Behavior and Pricing","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11161","display_name":"Consumer Market Behavior and Pricing","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11911","display_name":"Spatial and Panel Data Analysis","score":0.995199978351593,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10841","display_name":"Economic and Environmental Valuation","score":0.9819999933242798,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/latent-class-model","display_name":"Latent class model","score":0.666148841381073},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5738423466682434},{"id":"https://openalex.org/keywords/aggregate","display_name":"Aggregate (composite)","score":0.5715746283531189},{"id":"https://openalex.org/keywords/mixture-model","display_name":"Mixture model","score":0.5656277537345886},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5415025949478149},{"id":"https://openalex.org/keywords/latent-variable","display_name":"Latent variable","score":0.5276680588722229},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.49545180797576904},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4744338095188141},{"id":"https://openalex.org/keywords/dispersion","display_name":"Dispersion (optics)","score":0.46850067377090454},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.44513896107673645},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.4191238284111023},{"id":"https://openalex.org/keywords/categorical-variable","display_name":"Categorical variable","score":0.4169795513153076},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3634112477302551},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3604694902896881},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.3478090167045593},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3003504276275635},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.20320478081703186}],"concepts":[{"id":"https://openalex.org/C70727504","wikidata":"https://www.wikidata.org/wiki/Q1806878","display_name":"Latent class model","level":2,"score":0.666148841381073},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5738423466682434},{"id":"https://openalex.org/C4679612","wikidata":"https://www.wikidata.org/wiki/Q866298","display_name":"Aggregate (composite)","level":2,"score":0.5715746283531189},{"id":"https://openalex.org/C61224824","wikidata":"https://www.wikidata.org/wiki/Q2260434","display_name":"Mixture model","level":2,"score":0.5656277537345886},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5415025949478149},{"id":"https://openalex.org/C51167844","wikidata":"https://www.wikidata.org/wiki/Q4422623","display_name":"Latent variable","level":2,"score":0.5276680588722229},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.49545180797576904},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4744338095188141},{"id":"https://openalex.org/C177562468","wikidata":"https://www.wikidata.org/wiki/Q182893","display_name":"Dispersion (optics)","level":2,"score":0.46850067377090454},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.44513896107673645},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.4191238284111023},{"id":"https://openalex.org/C5274069","wikidata":"https://www.wikidata.org/wiki/Q2285707","display_name":"Categorical variable","level":2,"score":0.4169795513153076},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3634112477302551},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3604694902896881},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.3478090167045593},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3003504276275635},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.20320478081703186},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s00357-021-09398-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00357-021-09398-1","pdf_url":null,"source":{"id":"https://openalex.org/S73028643","display_name":"Journal of Classification","issn_l":"0176-4268","issn":["0176-4268","1432-1343"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Classification","raw_type":"journal-article"},{"id":"pmh:oai:tilburguniversity.edu:openaire/3148bc9e-453d-47a2-aaff-7165dca67a05","is_oa":true,"landing_page_url":"https://research.tilburguniversity.edu/en/publications/3148bc9e-453d-47a2-aaff-7165dca67a05","pdf_url":null,"source":{"id":"https://openalex.org/S4306401490","display_name":"Research portal (Tilburg University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I193700539","host_organization_name":"Tilburg University","host_organization_lineage":["https://openalex.org/I193700539"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Kim, S, Blank, A S, DeSarbo, W S & Vermunt, J K 2022, 'The spatial representation of consumer dispersion patterns via a new multi-level latent class methodology', Journal of Classification, vol. 39, pp. 218-239. https://doi.org/10.1007/s00357-021-09398-1","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:RePEc:spr:jclass:v:39:y:2022:i:2:d:10.1007_s00357-021-09398-1","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s00357-021-09398-1","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:tilburguniversity.edu:openaire/3148bc9e-453d-47a2-aaff-7165dca67a05","is_oa":true,"landing_page_url":"https://research.tilburguniversity.edu/en/publications/3148bc9e-453d-47a2-aaff-7165dca67a05","pdf_url":null,"source":{"id":"https://openalex.org/S4306401490","display_name":"Research portal (Tilburg University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I193700539","host_organization_name":"Tilburg University","host_organization_lineage":["https://openalex.org/I193700539"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Kim, S, Blank, A S, DeSarbo, W S & Vermunt, J K 2022, 'The spatial representation of consumer dispersion patterns via a new multi-level latent class methodology', Journal of Classification, vol. 39, pp. 218-239. https://doi.org/10.1007/s00357-021-09398-1","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W88309263","https://openalex.org/W626100886","https://openalex.org/W1525683663","https://openalex.org/W1604894884","https://openalex.org/W1999785935","https://openalex.org/W2011832962","https://openalex.org/W2047555270","https://openalex.org/W2049633694","https://openalex.org/W2059279601","https://openalex.org/W2062200866","https://openalex.org/W2071177730","https://openalex.org/W2078487709","https://openalex.org/W2088726129","https://openalex.org/W2093895222","https://openalex.org/W2095591897","https://openalex.org/W2118360516","https://openalex.org/W2120209617","https://openalex.org/W2155377619","https://openalex.org/W2168175751","https://openalex.org/W2299914039","https://openalex.org/W2329897787","https://openalex.org/W2517965417","https://openalex.org/W2519132385","https://openalex.org/W2564868550","https://openalex.org/W2696069777","https://openalex.org/W2769592479","https://openalex.org/W2800273069","https://openalex.org/W2811115421","https://openalex.org/W2998688906","https://openalex.org/W3002667424","https://openalex.org/W3036182402","https://openalex.org/W3122377713","https://openalex.org/W3129711340","https://openalex.org/W4211108930","https://openalex.org/W4243668730","https://openalex.org/W4243997995","https://openalex.org/W4254981465"],"related_works":["https://openalex.org/W2944501335","https://openalex.org/W2130110160","https://openalex.org/W1603253275","https://openalex.org/W1501016332","https://openalex.org/W1604273845","https://openalex.org/W4230230730","https://openalex.org/W1535265092","https://openalex.org/W2179772789","https://openalex.org/W1522817657","https://openalex.org/W2165807738"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}
