{"id":"https://openalex.org/W2048184110","doi":"https://doi.org/10.1007/s10109-006-0029-6","title":"Geographic clustering of firms and urban form: a multivariate analysis","display_name":"Geographic clustering of firms and urban form: a multivariate analysis","publication_year":2006,"publication_date":"2006-08-28","ids":{"openalex":"https://openalex.org/W2048184110","doi":"https://doi.org/10.1007/s10109-006-0029-6","mag":"2048184110"},"language":"en","primary_location":{"id":"doi:10.1007/s10109-006-0029-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10109-006-0029-6","pdf_url":null,"source":{"id":"https://openalex.org/S144150890","display_name":"Journal of Geographical Systems","issn_l":"1435-5930","issn":["1435-5930","1435-5949"],"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 Geographical Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5081231841","display_name":"Hanna Maoh","orcid":"https://orcid.org/0000-0002-6699-4568"},"institutions":[{"id":"https://openalex.org/I98251732","display_name":"McMaster University","ror":"https://ror.org/02fa3aq29","country_code":"CA","type":"education","lineage":["https://openalex.org/I98251732"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Hanna Maoh","raw_affiliation_strings":["Center for Spatial Analysis (CSpA), School of Geography and Earth Sciences, McMaster University, 1280 Main Street West, L8S 4K1, Hamilton, ON, Canada","McMaster university#TAB#"],"affiliations":[{"raw_affiliation_string":"Center for Spatial Analysis (CSpA), School of Geography and Earth Sciences, McMaster University, 1280 Main Street West, L8S 4K1, Hamilton, ON, Canada","institution_ids":["https://openalex.org/I98251732"]},{"raw_affiliation_string":"McMaster university#TAB#","institution_ids":["https://openalex.org/I98251732"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018201835","display_name":"Pavlos Kanaroglou","orcid":null},"institutions":[{"id":"https://openalex.org/I98251732","display_name":"McMaster University","ror":"https://ror.org/02fa3aq29","country_code":"CA","type":"education","lineage":["https://openalex.org/I98251732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Pavlos Kanaroglou","raw_affiliation_strings":["Center for Spatial Analysis (CSpA), School of Geography and Earth Sciences, McMaster University, 1280 Main Street West, L8S 4K1, Hamilton, ON, Canada","McMaster university#TAB#"],"affiliations":[{"raw_affiliation_string":"Center for Spatial Analysis (CSpA), School of Geography and Earth Sciences, McMaster University, 1280 Main Street West, L8S 4K1, Hamilton, ON, Canada","institution_ids":["https://openalex.org/I98251732"]},{"raw_affiliation_string":"McMaster university#TAB#","institution_ids":["https://openalex.org/I98251732"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5081231841"],"corresponding_institution_ids":["https://openalex.org/I98251732"],"apc_list":{"value":2490,"currency":"EUR","value_usd":3090},"apc_paid":null,"fwci":10.9419,"has_fulltext":false,"cited_by_count":77,"citation_normalized_percentile":{"value":0.97666593,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"9","issue":"1","first_page":"29","last_page":"52"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11014","display_name":"Regional Economics and Spatial Analysis","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T11014","display_name":"Regional Economics and Spatial Analysis","score":0.9994999766349792,"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/T11911","display_name":"Spatial and Panel Data Analysis","score":0.9955999851226807,"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/T14051","display_name":"Regional Economic and Spatial Analysis","score":0.9878000020980835,"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/metropolitan-area","display_name":"Metropolitan area","score":0.7762594223022461},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7688823342323303},{"id":"https://openalex.org/keywords/economic-geography","display_name":"Economic geography","score":0.672516942024231},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.5967425107955933},{"id":"https://openalex.org/keywords/decentralization","display_name":"Decentralization","score":0.581108570098877},{"id":"https://openalex.org/keywords/regional-science","display_name":"Regional science","score":0.5432629585266113},{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.5167895555496216},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.43145644664764404},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.43056023120880127},{"id":"https://openalex.org/keywords/spatial-analysis","display_name":"Spatial analysis","score":0.4280220866203308},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.41481804847717285},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.21019262075424194},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.2014363408088684},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.1949383020401001},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1861070692539215},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13276755809783936},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12553203105926514}],"concepts":[{"id":"https://openalex.org/C158739034","wikidata":"https://www.wikidata.org/wiki/Q1907114","display_name":"Metropolitan area","level":2,"score":0.7762594223022461},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7688823342323303},{"id":"https://openalex.org/C26271046","wikidata":"https://www.wikidata.org/wiki/Q187097","display_name":"Economic geography","level":1,"score":0.672516942024231},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.5967425107955933},{"id":"https://openalex.org/C136810230","wikidata":"https://www.wikidata.org/wiki/Q188961","display_name":"Decentralization","level":2,"score":0.581108570098877},{"id":"https://openalex.org/C148383697","wikidata":"https://www.wikidata.org/wiki/Q1781695","display_name":"Regional science","level":1,"score":0.5432629585266113},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.5167895555496216},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.43145644664764404},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.43056023120880127},{"id":"https://openalex.org/C159620131","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Spatial analysis","level":2,"score":0.4280220866203308},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.41481804847717285},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.21019262075424194},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2014363408088684},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1949383020401001},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1861070692539215},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13276755809783936},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12553203105926514},{"id":"https://openalex.org/C34447519","wikidata":"https://www.wikidata.org/wiki/Q179522","display_name":"Market economy","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10109-006-0029-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10109-006-0029-6","pdf_url":null,"source":{"id":"https://openalex.org/S144150890","display_name":"Journal of Geographical Systems","issn_l":"1435-5930","issn":["1435-5930","1435-5949"],"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 Geographical Systems","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:kap:jgeosy:v:9:y:2007:i:1:p:29-52","is_oa":false,"landing_page_url":"http://hdl.handle.net/10.1007/s10109-006-0029-6","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":null,"sustainable_development_goals":[{"score":0.8299999833106995,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W639431485","https://openalex.org/W1482775048","https://openalex.org/W1493472778","https://openalex.org/W1498201492","https://openalex.org/W1552904932","https://openalex.org/W1565482389","https://openalex.org/W1567536124","https://openalex.org/W1589244310","https://openalex.org/W1973903673","https://openalex.org/W1976296737","https://openalex.org/W1983189713","https://openalex.org/W1993523768","https://openalex.org/W1994498348","https://openalex.org/W1997160848","https://openalex.org/W1998357953","https://openalex.org/W2014490558","https://openalex.org/W2020672679","https://openalex.org/W2022576710","https://openalex.org/W2038649695","https://openalex.org/W2056286465","https://openalex.org/W2059621722","https://openalex.org/W2062247940","https://openalex.org/W2068082684","https://openalex.org/W2073653634","https://openalex.org/W2076839672","https://openalex.org/W2078376456","https://openalex.org/W2082230177","https://openalex.org/W2088523712","https://openalex.org/W2112781142","https://openalex.org/W2124136199","https://openalex.org/W2138006186","https://openalex.org/W2147330627","https://openalex.org/W2152173379","https://openalex.org/W2170410583","https://openalex.org/W2752710160","https://openalex.org/W3124504068","https://openalex.org/W3126104344","https://openalex.org/W4252963169"],"related_works":["https://openalex.org/W2350972745","https://openalex.org/W2744404317","https://openalex.org/W3146040449","https://openalex.org/W2027674469","https://openalex.org/W1550931451","https://openalex.org/W2049304411","https://openalex.org/W2022933094","https://openalex.org/W2639654520","https://openalex.org/W2336075499","https://openalex.org/W4313550291"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}