{"id":"https://openalex.org/W3150988772","doi":"https://doi.org/10.1109/asonam49781.2020.9381443","title":"Comparing the Impact of Unhealthy Behaviors and Preventive Services on Chronic Health Outcomes","display_name":"Comparing the Impact of Unhealthy Behaviors and Preventive Services on Chronic Health Outcomes","publication_year":2020,"publication_date":"2020-12-07","ids":{"openalex":"https://openalex.org/W3150988772","doi":"https://doi.org/10.1109/asonam49781.2020.9381443","mag":"3150988772"},"language":"en","primary_location":{"id":"doi:10.1109/asonam49781.2020.9381443","is_oa":false,"landing_page_url":"https://doi.org/10.1109/asonam49781.2020.9381443","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM)","raw_type":"proceedings-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/A5062836381","display_name":"Swapna S. Gokhale","orcid":"https://orcid.org/0000-0001-8443-8146"},"institutions":[{"id":"https://openalex.org/I140172145","display_name":"University of Connecticut","ror":"https://ror.org/02der9h97","country_code":"US","type":"education","lineage":["https://openalex.org/I140172145"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Swapna S. Gokhale","raw_affiliation_strings":["Dept. of Computer Science & Engineering, Univ. of Connecticut, Storrs, CT"],"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science & Engineering, Univ. of Connecticut, Storrs, CT","institution_ids":["https://openalex.org/I140172145"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5062836381"],"corresponding_institution_ids":["https://openalex.org/I140172145"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.28354402,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"798","last_page":"802"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10235","display_name":"Health disparities and outcomes","score":0.9807000160217285,"subfield":{"id":"https://openalex.org/subfields/3306","display_name":"Health"},"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/T10235","display_name":"Health disparities and outcomes","score":0.9807000160217285,"subfield":{"id":"https://openalex.org/subfields/3306","display_name":"Health"},"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/T10010","display_name":"Obesity, Physical Activity, Diet","score":0.9591000080108643,"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"}},{"id":"https://openalex.org/T10866","display_name":"Nutritional Studies and Diet","score":0.953000009059906,"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/preventive-care","display_name":"Preventive care","score":0.6270972490310669},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.5276188850402832},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5139359831809998},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.503722608089447},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.4862441122531891},{"id":"https://openalex.org/keywords/preventive-healthcare","display_name":"Preventive healthcare","score":0.4740431308746338},{"id":"https://openalex.org/keywords/gerontology","display_name":"Gerontology","score":0.4177822172641754},{"id":"https://openalex.org/keywords/environmental-health","display_name":"Environmental health","score":0.38794323801994324},{"id":"https://openalex.org/keywords/public-health","display_name":"Public health","score":0.3187951445579529},{"id":"https://openalex.org/keywords/nursing","display_name":"Nursing","score":0.18334761261940002},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.11495554447174072}],"concepts":[{"id":"https://openalex.org/C2984730517","wikidata":"https://www.wikidata.org/wiki/Q1773974","display_name":"Preventive care","level":3,"score":0.6270972490310669},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5276188850402832},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5139359831809998},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.503722608089447},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.4862441122531891},{"id":"https://openalex.org/C52207206","wikidata":"https://www.wikidata.org/wiki/Q1773974","display_name":"Preventive healthcare","level":3,"score":0.4740431308746338},{"id":"https://openalex.org/C74909509","wikidata":"https://www.wikidata.org/wiki/Q10387","display_name":"Gerontology","level":1,"score":0.4177822172641754},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.38794323801994324},{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.3187951445579529},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.18334761261940002},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.11495554447174072},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/asonam49781.2020.9381443","is_oa":false,"landing_page_url":"https://doi.org/10.1109/asonam49781.2020.9381443","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W2019446323","https://openalex.org/W2737742922","https://openalex.org/W2791646523","https://openalex.org/W2797227756","https://openalex.org/W2799471244","https://openalex.org/W2921954426","https://openalex.org/W2961483874","https://openalex.org/W3081657268","https://openalex.org/W6782630080"],"related_works":["https://openalex.org/W4290214951","https://openalex.org/W1909074286","https://openalex.org/W2429018063","https://openalex.org/W2741482143","https://openalex.org/W2431212268","https://openalex.org/W2417492566","https://openalex.org/W2060927481","https://openalex.org/W2414194197","https://openalex.org/W2787409658","https://openalex.org/W1589536530"],"abstract_inverted_index":{"Chronic":[0],"health":[1,16,21,36,67,88,107,113,137,148,169,192],"outcomes":[2,22,37,68,108,114,138,149],"are":[3],"a":[4,27,158,175,187],"leading":[5],"cause":[6],"of":[7,15,47,59,77,80,120,161,177],"death":[8],"and":[9,11,38,62,92,95,109,112,115,139,150],"disability,":[10],"also":[12],"prominent":[13],"drivers":[14],"care":[17],"costs.":[18],"Most":[19],"chronic":[20,35,66,168],"can":[23,41],"be":[24,42],"attributed":[25],"to":[26,54,126,143,195,200],"few":[28],"risky":[29],"behaviors.":[30,117],"It":[31],"is":[32,124,153],"believed":[33],"that":[34],"their":[39],"burdens":[40],"alleviated":[43],"by":[44],"the":[45,56,70,81,98,102,121,144],"use":[46],"clinical":[48],"preventive":[49,63,90,110,151,165,201],"services.":[50,202],"This":[51],"paper":[52,172],"seeks":[53],"assess":[55,127],"relative":[57],"influence":[58,160],"unhealthy":[60,93,116,140,162],"behaviors":[61,141,163],"services":[64,152,166],"on":[65,87,106,136,147,167],"using":[69],"500":[71,82],"Cities":[72],"data.":[73],"The":[74,171],"approach":[75],"comprises":[76],"three-way":[78],"clustering":[79,103,129],"cities,":[83],"one":[84],"each":[85],"based":[86,105,135,146],"outcomes,":[89],"services,":[91,111],"behaviors,":[94],"then":[96],"measuring":[97],"pairwise":[99],"similarity":[100,132],"between":[101,133],"solutions":[104],"A":[118],"variant":[119],"Rand":[122],"Index":[123],"defined":[125],"this":[128],"similarity.":[130],"Higher":[131],"clusterings":[134,145],"compared":[142],"observed.":[154],"These":[155],"findings":[156],"suggest":[157],"greater":[159],"over":[164],"outcomes.":[170],"concludes":[173],"with":[174],"question":[176],"whether":[178],"investing":[179,196],"in":[180,197],"facilitating":[181],"healthier":[182],"lifestyle":[183],"choices":[184],"will":[185],"yield":[186],"higher":[188],"return":[189],"towards":[190],"promoting":[191],"as":[193],"opposed":[194],"improving":[198],"access":[199]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}