{"id":"https://openalex.org/W7129064722","doi":"https://doi.org/10.3390/ijgi15020083","title":"Integrating Health Status Transitions and Service Demands: A Spatial Framework for Elderly Care Service Resource Allocation","display_name":"Integrating Health Status Transitions and Service Demands: A Spatial Framework for Elderly Care Service Resource Allocation","publication_year":2026,"publication_date":"2026-02-15","ids":{"openalex":"https://openalex.org/W7129064722","doi":"https://doi.org/10.3390/ijgi15020083"},"language":"en","primary_location":{"id":"doi:10.3390/ijgi15020083","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi15020083","pdf_url":null,"source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.3390/ijgi15020083","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5126096447","display_name":"Zhe Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhe Wang","raw_affiliation_strings":["School of Architecture, Southeast University, Nanjing 210096, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Architecture, Southeast University, Nanjing 210096, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"last","author":{"id":null,"display_name":"Ying Zhou","orcid":"https://orcid.org/0000-0003-1061-6223"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying Zhou","raw_affiliation_strings":["Ageing-Responsive Civilization Think Tank Academic Committee, Nanjing 210096, China","School of Architecture, Southeast University, Nanjing 210096, China"],"raw_orcid":"https://orcid.org/0000-0003-1061-6223","affiliations":[{"raw_affiliation_string":"Ageing-Responsive Civilization Think Tank Academic Committee, Nanjing 210096, China","institution_ids":[]},{"raw_affiliation_string":"School of Architecture, Southeast University, Nanjing 210096, China","institution_ids":["https://openalex.org/I76569877"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I76569877"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.14410643,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"15","issue":"2","first_page":"83","last_page":"83"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11712","display_name":"Intergenerational Family Dynamics and Caregiving","score":0.13619999587535858,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/T11712","display_name":"Intergenerational Family Dynamics and Caregiving","score":0.13619999587535858,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/T11773","display_name":"Healthcare Operations and Scheduling Optimization","score":0.07479999959468842,"subfield":{"id":"https://openalex.org/subfields/3604","display_name":"Emergency Medical Services"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T14509","display_name":"demographic modeling and climate adaptation","score":0.05590000003576279,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.6128000020980835},{"id":"https://openalex.org/keywords/population-ageing","display_name":"Population ageing","score":0.5745000243186951},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.4083999991416931},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.39980000257492065},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.39640000462532043},{"id":"https://openalex.org/keywords/service-system","display_name":"Service system","score":0.38260000944137573},{"id":"https://openalex.org/keywords/poisson-regression","display_name":"Poisson regression","score":0.37770000100135803},{"id":"https://openalex.org/keywords/service-provider","display_name":"Service provider","score":0.33959999680519104}],"concepts":[{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.6128000020980835},{"id":"https://openalex.org/C13774568","wikidata":"https://www.wikidata.org/wiki/Q439112","display_name":"Population ageing","level":3,"score":0.5745000243186951},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.538100004196167},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.4083999991416931},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.39980000257492065},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.39640000462532043},{"id":"https://openalex.org/C15587899","wikidata":"https://www.wikidata.org/wiki/Q7455812","display_name":"Service system","level":3,"score":0.38260000944137573},{"id":"https://openalex.org/C73269764","wikidata":"https://www.wikidata.org/wiki/Q954529","display_name":"Poisson regression","level":3,"score":0.37770000100135803},{"id":"https://openalex.org/C116537","wikidata":"https://www.wikidata.org/wiki/Q2169973","display_name":"Service provider","level":3,"score":0.33959999680519104},{"id":"https://openalex.org/C41856607","wikidata":"https://www.wikidata.org/wiki/Q483130","display_name":"Geographic information system","level":2,"score":0.3393000066280365},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.3003000020980835},{"id":"https://openalex.org/C2777526511","wikidata":"https://www.wikidata.org/wiki/Q691543","display_name":"Pace","level":2,"score":0.29980000853538513},{"id":"https://openalex.org/C68595000","wikidata":"https://www.wikidata.org/wiki/Q2274177","display_name":"Service delivery framework","level":3,"score":0.29649999737739563},{"id":"https://openalex.org/C2778149918","wikidata":"https://www.wikidata.org/wiki/Q3291156","display_name":"Population health","level":3,"score":0.2897000014781952},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2858999967575073},{"id":"https://openalex.org/C61063171","wikidata":"https://www.wikidata.org/wiki/Q532781","display_name":"Service design","level":4,"score":0.2743000090122223},{"id":"https://openalex.org/C2781175729","wikidata":"https://www.wikidata.org/wiki/Q7315823","display_name":"Resource distribution","level":3,"score":0.27059999108314514},{"id":"https://openalex.org/C159620131","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Spatial analysis","level":2,"score":0.26969999074935913},{"id":"https://openalex.org/C181889124","wikidata":"https://www.wikidata.org/wiki/Q380204","display_name":"Service level","level":2,"score":0.26269999146461487},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.25360000133514404}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/ijgi15020083","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi15020083","pdf_url":null,"source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:bca5c9ff6a2f4bee80af66a3f9ecba81","is_oa":false,"landing_page_url":"https://doaj.org/article/bca5c9ff6a2f4bee80af66a3f9ecba81","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISPRS International Journal of Geo-Information, Vol 15, Iss 2, p 83 (2026)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/ijgi15020083","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi15020083","pdf_url":null,"source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.5034953355789185}],"awards":[{"id":"https://openalex.org/G5049063713","display_name":null,"funder_award_id":"2023YFC3605803","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G7796344402","display_name":null,"funder_award_id":"2022YFF0607003","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"With":[0],"the":[1,6,27,62,98,147,176],"deepening":[2],"of":[3,9,29,97,178],"population":[4,30],"ageing,":[5],"spatial":[7,95,143,160],"planning":[8],"an":[10,19],"elderly":[11,20,70,129,139],"care":[12,21,49,71,130],"service":[13,22,50,72,105,116,131,156,183],"system":[14],"faces":[15],"unprecedented":[16],"challenges.":[17],"Building":[18],"network":[23,132],"that":[24,174],"aligns":[25],"with":[26],"pace":[28],"ageing":[31,180],"has":[32],"become":[33],"increasingly":[34],"important":[35],"and":[36,48,69,81,115,142,159,181],"urgent.":[37],"Based":[38],"on":[39,43],"annual":[40],"longitudinal":[41],"data":[42],"older":[44,108],"adults\u2019":[45],"health":[46,67,140,153],"status":[47,68,141,154],"utilization":[51],"from":[52],"Japan\u2019s":[53],"Long-Term":[54],"Care":[55],"Insurance":[56],"(LTCI)":[57],"system,":[58,133],"this":[59],"study":[60],"quantifies":[61],"relationship":[63],"between":[64,138],"changes":[65],"in":[66,167],"demand":[73,157],"using":[74],"a":[75,127,135],"discrete":[76],"time":[77],"homogeneous":[78],"Markov":[79],"model":[80],"Poisson":[82],"regression":[83],"analysis.":[84],"Subsequently,":[85],"Geographic":[86],"Information":[87],"System":[88],"(GIS)":[89],"techniques":[90],"are":[91,118],"applied":[92,163],"to":[93,102,125,164],"conduct":[94],"analysis":[96],"urban":[99],"built":[100],"environment":[101],"identify":[103],"living":[104],"centres":[106],"for":[107],"adults.":[109],"Indicators":[110],"including":[111],"distance,":[112],"supply\u2013demand":[113],"balance,":[114],"capacity":[117],"then":[119],"integrated":[120,149],"through":[121],"multi-objective":[122],"clustering":[123],"optimization":[124],"construct":[126],"multi-level":[128],"achieving":[134],"quantitative":[136],"linkage":[137],"demand-oriented":[144],"planning.":[145],"Finally,":[146],"proposed":[148],"framework,":[150],"which":[151],"combines":[152],"transitions,":[155],"estimation,":[158],"allocation,":[161],"is":[162],"Qinhuai":[165],"district":[166],"Nanjing,":[168],"China,":[169],"generating":[170],"practical":[171],"policy":[172],"recommendations":[173],"promote":[175],"integration":[177],"healthy":[179],"precision":[182],"delivery.":[184]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2026-02-17T00:00:00"}