{"id":"https://openalex.org/W4200119730","doi":"https://doi.org/10.1140/epjds/s13688-021-00313-7","title":"Imagine a Walkable City: Physical activity and urban imageability across 19 major cities","display_name":"Imagine a Walkable City: Physical activity and urban imageability across 19 major cities","publication_year":2021,"publication_date":"2021-12-01","ids":{"openalex":"https://openalex.org/W4200119730","doi":"https://doi.org/10.1140/epjds/s13688-021-00313-7"},"language":"en","primary_location":{"id":"doi:10.1140/epjds/s13688-021-00313-7","is_oa":true,"landing_page_url":"https://doi.org/10.1140/epjds/s13688-021-00313-7","pdf_url":"https://epjdatascience.springeropen.com/track/pdf/10.1140/epjds/s13688-021-00313-7","source":{"id":"https://openalex.org/S2504380752","display_name":"EPJ Data Science","issn_l":"2193-1127","issn":["2193-1127"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EPJ Data Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://epjdatascience.springeropen.com/track/pdf/10.1140/epjds/s13688-021-00313-7","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5012168451","display_name":"Marios Constantinides","orcid":null},"institutions":[{"id":"https://openalex.org/I4210098141","display_name":"Nokia (United Kingdom)","ror":"https://ror.org/00zpf0626","country_code":"GB","type":"company","lineage":["https://openalex.org/I2738502077","https://openalex.org/I4210098141"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Marios Constantinides","raw_affiliation_strings":["Nokia Bell Labs, Cambridge, UK"],"affiliations":[{"raw_affiliation_string":"Nokia Bell Labs, Cambridge, UK","institution_ids":["https://openalex.org/I4210098141"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061164871","display_name":"Sagar Joglekar","orcid":"https://orcid.org/0000-0002-8388-9137"},"institutions":[{"id":"https://openalex.org/I4210098141","display_name":"Nokia (United Kingdom)","ror":"https://ror.org/00zpf0626","country_code":"GB","type":"company","lineage":["https://openalex.org/I2738502077","https://openalex.org/I4210098141"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Sagar Joglekar","raw_affiliation_strings":["Nokia Bell Labs, Cambridge, UK"],"affiliations":[{"raw_affiliation_string":"Nokia Bell Labs, Cambridge, UK","institution_ids":["https://openalex.org/I4210098141"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038043083","display_name":"Sanja \u0160\u0107epanovi\u0107","orcid":"https://orcid.org/0000-0002-1534-8128"},"institutions":[{"id":"https://openalex.org/I4210098141","display_name":"Nokia (United Kingdom)","ror":"https://ror.org/00zpf0626","country_code":"GB","type":"company","lineage":["https://openalex.org/I2738502077","https://openalex.org/I4210098141"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Sanja \u0160\u0107epanovi\u0107","raw_affiliation_strings":["Nokia Bell Labs, Cambridge, UK"],"affiliations":[{"raw_affiliation_string":"Nokia Bell Labs, Cambridge, UK","institution_ids":["https://openalex.org/I4210098141"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081008532","display_name":"Daniele Quercia","orcid":"https://orcid.org/0000-0001-9461-5804"},"institutions":[{"id":"https://openalex.org/I183935753","display_name":"King's College London","ror":"https://ror.org/0220mzb33","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I183935753"]},{"id":"https://openalex.org/I4210098141","display_name":"Nokia (United Kingdom)","ror":"https://ror.org/00zpf0626","country_code":"GB","type":"company","lineage":["https://openalex.org/I2738502077","https://openalex.org/I4210098141"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Daniele Quercia","raw_affiliation_strings":["Nokia Bell Labs, Cambridge, UK","Centre for Urban Science and Progress (CUSP), King's College, London, UK"],"affiliations":[{"raw_affiliation_string":"Nokia Bell Labs, Cambridge, UK","institution_ids":["https://openalex.org/I4210098141"]},{"raw_affiliation_string":"Centre for Urban Science and Progress (CUSP), King's College, London, UK","institution_ids":["https://openalex.org/I183935753"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5012168451"],"corresponding_institution_ids":["https://openalex.org/I4210098141"],"apc_list":{"value":1190,"currency":"GBP","value_usd":1459},"apc_paid":{"value":1190,"currency":"GBP","value_usd":1459},"fwci":2.0657,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":{"value":0.87717095,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"10","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10298","display_name":"Urban Transport and Accessibility","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10298","display_name":"Urban Transport and Accessibility","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10692","display_name":"Urban Green Space and Health","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/2307","display_name":"Health, Toxicology and Mutagenesis"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11963","display_name":"Impact of Light on Environment and Health","score":0.9904999732971191,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/legibility","display_name":"Legibility","score":0.5493889451026917},{"id":"https://openalex.org/keywords/walkability","display_name":"Walkability","score":0.48556992411613464},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.46918272972106934},{"id":"https://openalex.org/keywords/physical-activity","display_name":"Physical activity","score":0.45142996311187744},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4512825906276703},{"id":"https://openalex.org/keywords/economic-geography","display_name":"Economic geography","score":0.44013482332229614},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.42362475395202637},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.37809643149375916},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3261142373085022},{"id":"https://openalex.org/keywords/advertising","display_name":"Advertising","score":0.2302989363670349},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.22275874018669128},{"id":"https://openalex.org/keywords/demography","display_name":"Demography","score":0.20958134531974792},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.19145920872688293},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.1577203869819641},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.12088200449943542}],"concepts":[{"id":"https://openalex.org/C2779332521","wikidata":"https://www.wikidata.org/wiki/Q1820694","display_name":"Legibility","level":2,"score":0.5493889451026917},{"id":"https://openalex.org/C2780814631","wikidata":"https://www.wikidata.org/wiki/Q2822691","display_name":"Walkability","level":3,"score":0.48556992411613464},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.46918272972106934},{"id":"https://openalex.org/C3020255362","wikidata":"https://www.wikidata.org/wiki/Q747883","display_name":"Physical activity","level":2,"score":0.45142996311187744},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4512825906276703},{"id":"https://openalex.org/C26271046","wikidata":"https://www.wikidata.org/wiki/Q187097","display_name":"Economic geography","level":1,"score":0.44013482332229614},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.42362475395202637},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.37809643149375916},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3261142373085022},{"id":"https://openalex.org/C112698675","wikidata":"https://www.wikidata.org/wiki/Q37038","display_name":"Advertising","level":1,"score":0.2302989363670349},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.22275874018669128},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.20958134531974792},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.19145920872688293},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.1577203869819641},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.12088200449943542},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1140/epjds/s13688-021-00313-7","is_oa":true,"landing_page_url":"https://doi.org/10.1140/epjds/s13688-021-00313-7","pdf_url":"https://epjdatascience.springeropen.com/track/pdf/10.1140/epjds/s13688-021-00313-7","source":{"id":"https://openalex.org/S2504380752","display_name":"EPJ Data Science","issn_l":"2193-1127","issn":["2193-1127"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EPJ Data Science","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:9b3a53f60265490ea17233db8e0c4f0c","is_oa":true,"landing_page_url":"https://doaj.org/article/9b3a53f60265490ea17233db8e0c4f0c","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"EPJ Data Science, Vol 10, Iss 1, Pp 1-12 (2021)","raw_type":"article"},{"id":"pmh:oai:kclpure.kcl.ac.uk:openaire/dc9c2215-4fb1-4a6c-98ca-ac39a75d386a","is_oa":true,"landing_page_url":"https://kclpure.kcl.ac.uk/portal/en/publications/dc9c2215-4fb1-4a6c-98ca-ac39a75d386a","pdf_url":null,"source":{"id":"https://openalex.org/S4306400216","display_name":"Research Portal (King's College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I183935753","host_organization_name":"King's College London","host_organization_lineage":["https://openalex.org/I183935753"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Constantinides, M, Joglekar, S, \u0160\u0107epanovi\u0107, S & Quercia, D 2021, 'Imagine a Walkable City : Physical activity and urban imageability across 19 major cities', EPJ Data Science, vol. 10, no. 1, 56. https://doi.org/10.1140/epjds/s13688-021-00313-7","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:kclpure.kcl.ac.uk:publications/dc9c2215-4fb1-4a6c-98ca-ac39a75d386a","is_oa":true,"landing_page_url":"http://www.scopus.com/inward/record.url?scp=85120857339&partnerID=8YFLogxK","pdf_url":null,"source":{"id":"https://openalex.org/S4306400216","display_name":"Research Portal (King's College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I183935753","host_organization_name":"King's College London","host_organization_lineage":["https://openalex.org/I183935753"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Constantinides, M, Joglekar, S, \u0160\u0107epanovi\u0107, S & Quercia, D 2021, 'Imagine a Walkable City : Physical activity and urban imageability across 19 major cities', EPJ Data Science, vol. 10, no. 1, 56. https://doi.org/10.1140/epjds/s13688-021-00313-7","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"doi:10.1140/epjds/s13688-021-00313-7","is_oa":true,"landing_page_url":"https://doi.org/10.1140/epjds/s13688-021-00313-7","pdf_url":"https://epjdatascience.springeropen.com/track/pdf/10.1140/epjds/s13688-021-00313-7","source":{"id":"https://openalex.org/S2504380752","display_name":"EPJ Data Science","issn_l":"2193-1127","issn":["2193-1127"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EPJ Data Science","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.4699999988079071}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4200119730.pdf","grobid_xml":"https://content.openalex.org/works/W4200119730.grobid-xml"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W1999342424","https://openalex.org/W2006149341","https://openalex.org/W2031166720","https://openalex.org/W2123015552","https://openalex.org/W2135781416","https://openalex.org/W2243146665","https://openalex.org/W2262972580","https://openalex.org/W2339573327","https://openalex.org/W2549766072","https://openalex.org/W2603127499","https://openalex.org/W2604306480","https://openalex.org/W2726248338","https://openalex.org/W2770342034","https://openalex.org/W2896188610","https://openalex.org/W2913696992","https://openalex.org/W3000721909","https://openalex.org/W3000894304","https://openalex.org/W3024209716","https://openalex.org/W3043722026","https://openalex.org/W3052930344","https://openalex.org/W3087330019","https://openalex.org/W3160915774","https://openalex.org/W4239264255"],"related_works":["https://openalex.org/W565076200","https://openalex.org/W2473574490","https://openalex.org/W2406065423","https://openalex.org/W4386523255","https://openalex.org/W2088472827","https://openalex.org/W1498732016","https://openalex.org/W1480515846","https://openalex.org/W2759286286","https://openalex.org/W2340198091","https://openalex.org/W1986200250"],"abstract_inverted_index":{"Abstract":[0],"Can":[1],"the":[2,126,144,149,154],"shape":[3],"of":[4,12,73,104,139],"a":[5,51,100,152,168,183],"city":[6,52],"promote":[7],"physical":[8,17,93,109,160,172],"activity?":[9],"The":[10],"question":[11],"why":[13],"individuals":[14],"engage":[15,158],"in":[16,125,159,175],"activity":[18,110,173],"has":[19,26,167],"been":[20],"widely":[21],"researched,":[22],"but":[23],"that":[24],"research":[25],"predominantly":[27],"focused":[28],"on":[29],"socio-demographic":[30],"characteristics":[31,40,47],"(e.g.,":[32,41],"age,":[33],"gender,":[34],"economic":[35,72],"status)":[36],"and":[37,106,118,141],"coarse-grained":[38],"spatial":[39,69],"population":[42],"density),":[43],"overlooking":[44],"key":[45],"urban":[46,57,97],"of,":[48],"say,":[49],"whether":[50,63],"is":[53,65,71,77,83],"navigable":[54],"or,":[55],"as":[56,182],"theorist":[58],"Kevin":[59],"Lynch":[60],"put":[61],"it,":[62],"it":[64,82],"\u2018imageable\u2019":[66],"(whether":[67],"its":[68,156],"configuration":[70],"mental":[74],"effort).":[75],"That":[76],"mainly":[78],"because,":[79],"at":[80],"scale,":[81],"neither":[84],"easy":[85],"to":[86,91],"model":[87],"imageability":[88,98],"nor":[89],"feasible":[90],"measure":[92],"activity.":[94,161],"We":[95,129],"modeled":[96],"with":[99,171,177],"single":[101],"scalable":[102],"metric":[103],"entropy,":[105],"then":[107],"measured":[108],"from":[111],"233K":[112],"wearable":[113],"devices":[114],"over":[115],"three":[116],"years,":[117],"did":[119],"so":[120],"across":[121],"19":[122],"major":[123],"cities":[124,176],"developed":[127],"world.":[128],"found":[130],"that,":[131],"after":[132],"controlling":[133],"for":[134,186],"greenery,":[135],"wealth,":[136],"walkability,":[137],"presence":[138],"landmarks,":[140],"weather":[142],"conditions,":[143],"legibility":[145],"hypothesis":[146],"still":[147],"holds:":[148],"more":[150,155],"imageable":[151],"city,":[153],"dwellers":[157],"Interestingly,":[162],"wealth":[163],"(GDP":[164],"per":[165],"capita)":[166],"positive":[169],"association":[170],"only":[174],"inclement":[178],"climate,":[179],"effectively":[180],"acting":[181],"compensation":[184],"mechanism":[185],"bad":[187],"weather.":[188]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
