{"id":"https://openalex.org/W4414518166","doi":"https://doi.org/10.1080/13658816.2025.2564772","title":"Beyond absolute space: modeling disease dispersion and reactive actions from a multi-spatialization perspective","display_name":"Beyond absolute space: modeling disease dispersion and reactive actions from a multi-spatialization perspective","publication_year":2025,"publication_date":"2025-09-25","ids":{"openalex":"https://openalex.org/W4414518166","doi":"https://doi.org/10.1080/13658816.2025.2564772","pmid":"https://pubmed.ncbi.nlm.nih.gov/42281652"},"language":"en","primary_location":{"id":"doi:10.1080/13658816.2025.2564772","is_oa":false,"landing_page_url":"https://doi.org/10.1080/13658816.2025.2564772","pdf_url":null,"source":{"id":"https://openalex.org/S4210181446","display_name":"International Journal of Geographical Information Systems","issn_l":"0269-3798","issn":["0269-3798","1362-3087"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Geographical Information Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC13251716/","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5033040017","display_name":"Shiran Zhong","orcid":"https://orcid.org/0000-0001-7616-0797"},"institutions":[{"id":"https://openalex.org/I125749732","display_name":"Western University","ror":"https://ror.org/02grkyz14","country_code":"CA","type":"education","lineage":["https://openalex.org/I125749732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Shiran Zhong","raw_affiliation_strings":["Department of Geography and Environment, Western University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Geography and Environment, Western University","institution_ids":["https://openalex.org/I125749732"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026946284","display_name":"Yujia Pan","orcid":"https://orcid.org/0000-0002-4658-8650"},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yujia Pan","raw_affiliation_strings":["Department of Geography, University at Buffalo"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Geography, University at Buffalo","institution_ids":["https://openalex.org/I63190737"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113632512","display_name":"Ling Bian","orcid":null},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ling Bian","raw_affiliation_strings":["Department of Geography, University at Buffalo"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Geography, University at Buffalo","institution_ids":["https://openalex.org/I63190737"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5113632512"],"corresponding_institution_ids":["https://openalex.org/I63190737"],"apc_list":null,"apc_paid":null,"fwci":1.0163,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.78084833,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"39","issue":"11","first_page":"2631","last_page":"2649"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10410","display_name":"COVID-19 epidemiological studies","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/2611","display_name":"Modeling and Simulation"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10410","display_name":"COVID-19 epidemiological studies","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/2611","display_name":"Modeling and Simulation"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11819","display_name":"Data-Driven Disease Surveillance","score":0.9740999937057495,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12492","display_name":"Zoonotic diseases and public health","score":0.9639000296592712,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.6108999848365784},{"id":"https://openalex.org/keywords/dispersion","display_name":"Dispersion (optics)","score":0.35830000042915344},{"id":"https://openalex.org/keywords/action","display_name":"Action (physics)","score":0.3411000072956085},{"id":"https://openalex.org/keywords/absolute","display_name":"Absolute (philosophy)","score":0.3262999951839447},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.2669999897480011}],"concepts":[{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.6108999848365784},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.41110000014305115},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.3646000027656555},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3630000054836273},{"id":"https://openalex.org/C177562468","wikidata":"https://www.wikidata.org/wiki/Q182893","display_name":"Dispersion (optics)","level":2,"score":0.35830000042915344},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.34310001134872437},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.3411000072956085},{"id":"https://openalex.org/C2777487392","wikidata":"https://www.wikidata.org/wiki/Q481201","display_name":"Absolute (philosophy)","level":2,"score":0.3262999951839447},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.2669999897480011},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.2529999911785126},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.25200000405311584}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1080/13658816.2025.2564772","is_oa":false,"landing_page_url":"https://doi.org/10.1080/13658816.2025.2564772","pdf_url":null,"source":{"id":"https://openalex.org/S4210181446","display_name":"International Journal of Geographical Information Systems","issn_l":"0269-3798","issn":["0269-3798","1362-3087"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Geographical Information Science","raw_type":"journal-article"},{"id":"pmid:42281652","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/42281652","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International journal of geographical information science : IJGIS","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:13251716","is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC13251716/","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Int J Geogr Inf Sci","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:13251716","is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC13251716/","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Int J Geogr Inf Sci","raw_type":"Text"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":67,"referenced_works":["https://openalex.org/W1511986666","https://openalex.org/W1684728247","https://openalex.org/W1927081030","https://openalex.org/W2007296937","https://openalex.org/W2042230145","https://openalex.org/W2063309334","https://openalex.org/W2084044043","https://openalex.org/W2111943979","https://openalex.org/W2115372428","https://openalex.org/W2129888542","https://openalex.org/W2131931027","https://openalex.org/W2139794239","https://openalex.org/W2143891888","https://openalex.org/W2146453846","https://openalex.org/W2282821441","https://openalex.org/W2586060375","https://openalex.org/W2787894218","https://openalex.org/W2795689598","https://openalex.org/W2798149936","https://openalex.org/W2804678267","https://openalex.org/W2886132708","https://openalex.org/W2920157367","https://openalex.org/W2926494572","https://openalex.org/W2962681511","https://openalex.org/W2962862931","https://openalex.org/W2971016080","https://openalex.org/W2982292104","https://openalex.org/W2987607612","https://openalex.org/W2992810907","https://openalex.org/W3002138107","https://openalex.org/W3003765837","https://openalex.org/W3010131837","https://openalex.org/W3013189543","https://openalex.org/W3014546836","https://openalex.org/W3015903433","https://openalex.org/W3022210384","https://openalex.org/W3022298391","https://openalex.org/W3024598107","https://openalex.org/W3029546684","https://openalex.org/W3040723387","https://openalex.org/W3046911382","https://openalex.org/W3103482818","https://openalex.org/W3106991655","https://openalex.org/W3129477067","https://openalex.org/W3156521236","https://openalex.org/W3175859364","https://openalex.org/W3193214080","https://openalex.org/W3199876673","https://openalex.org/W3204318022","https://openalex.org/W3206048862","https://openalex.org/W4211064163","https://openalex.org/W4251155849","https://openalex.org/W4285061211","https://openalex.org/W4285270186","https://openalex.org/W4285594678","https://openalex.org/W4298336795","https://openalex.org/W4306410560","https://openalex.org/W4308134806","https://openalex.org/W4377107317","https://openalex.org/W4377226909","https://openalex.org/W4388501334","https://openalex.org/W4390659538","https://openalex.org/W4390659656","https://openalex.org/W4396762269","https://openalex.org/W4399105471","https://openalex.org/W4403689781","https://openalex.org/W4409953475"],"related_works":[],"abstract_inverted_index":{"Dynamic":[0],"geographical":[1,176],"phenomena,":[2],"such":[3],"as":[4],"the":[5,18,22,30,38,63,78,98,105,110,135,155,161],"transmission":[6],"of":[7,40,62,65,80,113,131,157,163],"communicable":[8],"diseases,":[9],"are":[10,101],"inherently":[11],"complex":[12],"processes.":[13],"Concerns":[14],"have":[15],"arisen":[16],"in":[17,37,60,69,89,116,144],"GIScience":[19],"community":[20],"that":[21,128],"prevailing":[23],"absolute":[24],"spatialization":[25],"is":[26,121],"insufficient":[27],"to":[28,103,123,174],"capture":[29],"complexity.":[31],"This":[32],"study":[33],"investigates":[34],"health":[35,58,86,126,142,158],"risks":[36,59,127,136,159],"frame":[39,153],"multiple":[41],"spatializations:":[42],"relational":[43,70,114,132],"space":[44,49,53,71,115,120,146],"(home":[45],"and":[46,51,72,97,168,170,180],"workplaces),":[47],"relative":[48,73,166],"(serviceplaces),":[50],"mental":[52,90,145],"(perception).":[54],"First,":[55],"we":[56,76],"estimate":[57,77],"terms":[61],"presence":[64],"influenza-like":[66],"illness":[67],"symptoms":[68],"space.":[74,91],"Second,":[75],"probability":[79],"taking":[81],"reactive":[82,149],"actions":[83],"based":[84],"on":[85],"threats":[87,143],"perceived":[88],"A":[92],"two-layer":[93],"Bayesian":[94],"network":[95],"model":[96,100],"SHAP":[99],"used":[102],"support":[104],"intended":[106],"study.":[107],"Findings":[108],"reaffirm":[109],"pivotal":[111],"role":[112],"disease":[117],"transmission.":[118],"Relative":[119],"found":[122],"impose":[124],"substantial":[125],"exceeded":[129],"those":[130],"space,":[133],"yet":[134],"varied":[137],"across":[138],"serviceplace":[139],"types.":[140],"Perceived":[141],"effectively":[147],"motivated":[148],"actions.":[150],"The":[151],"multi-spatialization":[152],"enables":[154],"representation":[156],"at":[160],"nexus":[162],"proximity,":[164],"relations,":[165],"contacts,":[167],"perception,":[169],"can":[171],"be":[172],"extended":[173],"many":[175],"phenomena":[177],"both":[178],"theoretically":[179],"empirically.":[181]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-14T06:11:07.267592","created_date":"2025-10-10T00:00:00"}
