{"id":"https://openalex.org/W64060902","doi":"https://doi.org/10.3275/8235","title":"A decision tree-based approach for identifying urban-rural differences in metabolic syndrome risk factors in the adult Korean population.","display_name":"A decision tree-based approach for identifying urban-rural differences in metabolic syndrome risk factors in the adult Korean population.","publication_year":2012,"publication_date":"2012-10-01","ids":{"openalex":"https://openalex.org/W64060902","doi":"https://doi.org/10.3275/8235","mag":"64060902","pmid":"https://pubmed.ncbi.nlm.nih.gov/22293132"},"language":"en","primary_location":{"id":"pmid:22293132","doi":"https://doi.org/10.3275/8235","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/22293132","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,"listed_in":[],"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":"Journal of endocrinological investigation","raw_type":"Journal Article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["pubmed"],"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/A5016285288","display_name":"Tae Nyun Kim","orcid":"https://orcid.org/0000-0001-6568-2469","observed_orcids":["https://orcid.org/0000-0001-6568-2469"]},"institutions":[{"id":"https://openalex.org/I104338594","display_name":"Inje University","ror":"https://ror.org/04xqwq985","country_code":"KR","type":"education","lineage":["https://openalex.org/I104338594"]},{"id":"https://openalex.org/I4210102912","display_name":"Inje University Haeundae Paik Hospital","ror":"https://ror.org/019641589","country_code":"KR","type":"healthcare","lineage":["https://openalex.org/I104338594","https://openalex.org/I4210102912","https://openalex.org/I4405258751"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"T N Kim","raw_affiliation_strings":["Department of Internal Medicine, Cardiovascular and Metabolic Disease Center, Haeundae Paik Hospital, Inje University College of Medicine, Busan, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Internal Medicine, Cardiovascular and Metabolic Disease Center, Haeundae Paik Hospital, Inje University College of Medicine, Busan, Republic of Korea","institution_ids":["https://openalex.org/I104338594","https://openalex.org/I4210102912"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066676703","display_name":"Jongrak Kim","orcid":"https://orcid.org/0009-0004-9332-1512","observed_orcids":["https://orcid.org/0009-0004-9332-1512"]},"institutions":[{"id":"https://openalex.org/I104338594","display_name":"Inje University","ror":"https://ror.org/04xqwq985","country_code":"KR","type":"education","lineage":["https://openalex.org/I104338594"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"J M Kim","raw_affiliation_strings":["Inje University College of Medicine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Inje University College of Medicine","institution_ids":["https://openalex.org/I104338594"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059411420","display_name":"Jong Chul Won","orcid":"https://orcid.org/0000-0002-2219-4083","observed_orcids":["https://orcid.org/0000-0002-2219-4083"]},"institutions":[{"id":"https://openalex.org/I104338594","display_name":"Inje University","ror":"https://ror.org/04xqwq985","country_code":"KR","type":"education","lineage":["https://openalex.org/I104338594"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"J C Won","raw_affiliation_strings":["Inje University College of Medicine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Inje University College of Medicine","institution_ids":["https://openalex.org/I104338594"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060299359","display_name":"M. S. Park","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I165677929","display_name":"Sungshin Women's University","ror":"https://ror.org/0500xzf72","country_code":"KR","type":"education","lineage":["https://openalex.org/I165677929"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"M S Park","raw_affiliation_strings":["Sungshin Women\u2019s University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sungshin Women\u2019s University","institution_ids":["https://openalex.org/I165677929"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100766625","display_name":"Sojeong Lee","orcid":"https://orcid.org/0000-0002-4515-5474","observed_orcids":["https://orcid.org/0000-0002-4515-5474"]},"institutions":[{"id":"https://openalex.org/I165677929","display_name":"Sungshin Women's University","ror":"https://ror.org/0500xzf72","country_code":"KR","type":"education","lineage":["https://openalex.org/I165677929"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"S K Lee","raw_affiliation_strings":["Sungshin Women\u2019s University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sungshin Women\u2019s University","institution_ids":["https://openalex.org/I165677929"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101615655","display_name":"Sook Hee Yoon","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I104338594","display_name":"Inje University","ror":"https://ror.org/04xqwq985","country_code":"KR","type":"education","lineage":["https://openalex.org/I104338594"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"S H Yoon","raw_affiliation_strings":["Inje University College of Medicine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Inje University College of Medicine","institution_ids":["https://openalex.org/I104338594"]}]},{"author_position":"middle","author":{"id":null,"display_name":"H-R Kim","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I104338594","display_name":"Inje University","ror":"https://ror.org/04xqwq985","country_code":"KR","type":"education","lineage":["https://openalex.org/I104338594"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"H-R Kim","raw_affiliation_strings":["Inje University College of Medicine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Inje University College of Medicine","institution_ids":["https://openalex.org/I104338594"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013079349","display_name":"Kyung Soo Ko","orcid":"https://orcid.org/0000-0002-8838-9094","observed_orcids":["https://orcid.org/0000-0002-8838-9094"]},"institutions":[{"id":"https://openalex.org/I104338594","display_name":"Inje University","ror":"https://ror.org/04xqwq985","country_code":"KR","type":"education","lineage":["https://openalex.org/I104338594"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"K S Ko","raw_affiliation_strings":["Inje University College of Medicine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Inje University College of Medicine","institution_ids":["https://openalex.org/I104338594"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018157819","display_name":"Byoung Doo Rhee","orcid":"https://orcid.org/0000-0002-9459-3227","observed_orcids":["https://orcid.org/0000-0002-9459-3227"]},"institutions":[{"id":"https://openalex.org/I104338594","display_name":"Inje University","ror":"https://ror.org/04xqwq985","country_code":"KR","type":"education","lineage":["https://openalex.org/I104338594"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"B D Rhee","raw_affiliation_strings":["Inje University College of Medicine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Inje University College of Medicine","institution_ids":["https://openalex.org/I104338594"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.4416,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.80637759,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":97},"biblio":{"volume":"35","issue":"9","first_page":"847","last_page":"52"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10027","display_name":"Diabetes, Cardiovascular Risks, and Lipoproteins","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/2712","display_name":"Endocrinology, Diabetes and Metabolism"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10027","display_name":"Diabetes, Cardiovascular Risks, and Lipoproteins","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/2712","display_name":"Endocrinology, Diabetes and Metabolism"},"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/T12964","display_name":"Diet, Metabolism, and Disease","score":0.0006000000284984708,"subfield":{"id":"https://openalex.org/subfields/2712","display_name":"Endocrinology, Diabetes and Metabolism"},"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/T13822","display_name":"Indigenous Health and Education","score":0.00039999998989515007,"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/metabolic-syndrome","display_name":"metabolic syndrome","score":1.0},{"id":"https://openalex.org/keywords/urban-rural-differences","display_name":"urban-rural differences","score":0.996999979019165},{"id":"https://openalex.org/keywords/decision-tree-analysis","display_name":"decision tree analysis","score":0.7229999899864197},{"id":"https://openalex.org/keywords/metabolic-syndrome-risk-factors","display_name":"metabolic syndrome risk factors","score":0.6830000281333923},{"id":"https://openalex.org/keywords/serum-triglycerides","display_name":"serum triglycerides","score":0.8059999942779541},{"id":"https://openalex.org/keywords/systolic-blood-pressure","display_name":"systolic blood pressure","score":0.9829999804496765},{"id":"https://openalex.org/keywords/hdl-cholesterol","display_name":"HDL cholesterol","score":0.8479999899864197},{"id":"https://openalex.org/keywords/waist-circumference","display_name":"waist circumference","score":0.9980000257492065},{"id":"https://openalex.org/keywords/fasting-blood-glucose","display_name":"fasting blood glucose","score":0.9990000128746033},{"id":"https://openalex.org/keywords/clustering-patterns","display_name":"clustering patterns","score":0.5540000200271606},{"id":"https://openalex.org/keywords/korean-adults","display_name":"Korean adults","score":0.6269999742507935}],"concepts":[{"id":"https://openalex.org/C2780578515","wikidata":"https://www.wikidata.org/wiki/Q657193","display_name":"Metabolic syndrome","level":3,"score":0.8564494848251343},{"id":"https://openalex.org/C2778402494","wikidata":"https://www.wikidata.org/wiki/Q599756","display_name":"National Cholesterol Education Program","level":4,"score":0.7447595000267029},{"id":"https://openalex.org/C2776193436","wikidata":"https://www.wikidata.org/wiki/Q236232","display_name":"Waist","level":3,"score":0.7174128293991089},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.701393187046051},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5737252831459045},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.5350991487503052},{"id":"https://openalex.org/C2994082534","wikidata":"https://www.wikidata.org/wiki/Q175185","display_name":"Rural population","level":3,"score":0.46962597966194153},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.38097190856933594},{"id":"https://openalex.org/C74909509","wikidata":"https://www.wikidata.org/wiki/Q10387","display_name":"Gerontology","level":1,"score":0.3795458972454071},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.31229299306869507},{"id":"https://openalex.org/C511355011","wikidata":"https://www.wikidata.org/wiki/Q12174","display_name":"Obesity","level":2,"score":0.19087600708007812},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003663","descriptor_name":"Decision Trees","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011379","descriptor_name":"Prognosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012307","descriptor_name":"Risk Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012424","descriptor_name":"Rural Population","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":true},{"descriptor_ui":"D014505","descriptor_name":"Urban Population","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":true},{"descriptor_ui":"D015995","descriptor_name":"Prevalence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016022","descriptor_name":"Case-Control Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D024821","descriptor_name":"Metabolic Syndrome","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":true},{"descriptor_ui":"D055105","descriptor_name":"Waist Circumference","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D056910","descriptor_name":"Republic of Korea","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false}],"locations_count":2,"locations":[{"id":"pmid:22293132","doi":"https://doi.org/10.3275/8235","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/22293132","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,"listed_in":[],"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":"Journal of endocrinological investigation","raw_type":"Journal Article"},{"id":"mag:64060902","doi":"https://doi.org/10.3275/8235","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/22293132","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,"listed_in":[],"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":null,"is_accepted":false,"is_published":false,"raw_source_name":"PubMed","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.98580002784729,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"},{"score":0.7250000238418579,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"study_designs":[{"id":"https://openalex.org/study-designs/observational-study","display_name":"Observational Study"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W122949300","https://openalex.org/W1501993154","https://openalex.org/W1967187173","https://openalex.org/W1980772476","https://openalex.org/W1992808738","https://openalex.org/W2020344803","https://openalex.org/W2028797204","https://openalex.org/W2029897333","https://openalex.org/W2043329700","https://openalex.org/W2048546194","https://openalex.org/W2051478093","https://openalex.org/W2053369310","https://openalex.org/W2064422331","https://openalex.org/W2072179856","https://openalex.org/W2083451552","https://openalex.org/W2103041704","https://openalex.org/W2111886196","https://openalex.org/W2128099976","https://openalex.org/W2141836489","https://openalex.org/W2156242230","https://openalex.org/W2159793865","https://openalex.org/W2596500039"],"related_works":["https://openalex.org/W1967187173","https://openalex.org/W2091007723","https://openalex.org/W2809858610","https://openalex.org/W2402507713","https://openalex.org/W1506003080","https://openalex.org/W2073013577","https://openalex.org/W2371707552","https://openalex.org/W1979067551","https://openalex.org/W1541505652","https://openalex.org/W6930391272"],"abstract_inverted_index":{"AIM:":[0],"The":[1,100,115],"purpose":[2],"of":[3,14,38,90,102,122,156,165,185,201,213,246],"this":[4],"study":[5],"was":[6,104,196],"to":[7,72,83,236],"explore":[8],"the":[9,12,85,88,94,120,159,163,183,188,199,204,207,210],"difference":[10,195],"in":[11,18,23,87,108,158,187,209,216,221,251],"pattern":[13,212],"metabolic":[15],"syndrome":[16],"(MetS)":[17],"urban":[19,41,95,109,160,217],"and":[20,44,47,52,96,106,110,139,171,218,244,248],"rural":[21,48,97,111,189,219],"populations":[22],"Korea":[24,222],"using":[25],"data":[26],"mining":[27],"techniques.":[28],"SUBJECTS":[29],"AND":[30],"METHODS:":[31],"In":[32],"total,":[33],"1013":[34],"adults":[35],">30":[36],"yr":[37],"age":[39],"from":[40,57],"(184":[42],"males":[43,51],"313":[45],"females)":[46,54],"districts":[49,220],"(211":[50],"305":[53],"were":[55,70,153,223],"recruited":[56],"Gyeongsangnam-do,":[58],"Korea.":[59,252],"Modified":[60],"National":[61],"Cholesterol":[62],"Education":[63],"Program":[64],"Adult":[65],"Treatment":[66],"Panel":[67],"III":[68],"criteria":[69],"used":[71],"identify":[73],"individuals":[74],"with":[75],"MetS.":[76],"We":[77],"applied":[78],"a":[79,234],"decision":[80,226],"tree":[81,227],"analysis":[82],"elucidate":[84],"differences":[86,208],"clustering":[89,211],"MetS":[91,103,157,186,202,214,247],"components":[92,215],"between":[93,203],"populations.":[98],"RESULTS:":[99],"prevalence":[101,200],"33.2%":[105],"35.2%":[107],"districts,":[112],"respectively":[113],"(p=0.598).":[114],"decision-tree":[116],"approach":[117],"revealed":[118],"that":[119],"combination":[121,164],"high":[123,128,133,140,145,148,178],"serum":[124],"triglycerides":[125],"(TG)":[126],"+":[127,135,144,147,167,169,173,175],"systolic":[129],"blood":[130],"pressure":[131],"(SBP),":[132],"TG":[134,166],"low":[136],"HDL":[137],"cholesterol,":[138],"waist":[141],"circumference":[142],"(WC)":[143],"SBP":[146,168,172],"fasting":[149],"plasma":[150],"glucose":[151],"(FPG)":[152],"strong":[154],"predictors":[155],"population,":[161],"whereas":[162],"WC":[170,174],"FPG":[176],"showed":[177],"positive":[179],"predictive":[180],"value":[181],"for":[182,198,242],"presence":[184],"population.":[190],"CONCLUSIONS:":[191],"Although":[192],"no":[193],"significant":[194],"found":[197],"two":[205],"populations,":[206],"identified":[224],"by":[225],"analysis.":[228],"Our":[229],"findings":[230],"may":[231],"serve":[232],"as":[233],"basis":[235],"design":[237],"necessary":[238],"population-based":[239],"intervention":[240],"programs":[241],"prevention":[243],"progression":[245],"its":[249],"complications":[250]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":3}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-06-24T00:00:00"}
