{"id":"https://openalex.org/W7223443531","doi":"https://doi.org/10.15294/higeia.v10i1.9427","title":"Determinan Kejadian Diabetes Melitus Tipe 2 Pada Usia Dewasa Tengah (30-64 Tahun) di Kecamatan Pemalang","display_name":"Determinan Kejadian Diabetes Melitus Tipe 2 Pada Usia Dewasa Tengah (30-64 Tahun) di Kecamatan Pemalang","publication_year":2026,"publication_date":"2026-01-13","ids":{"openalex":"https://openalex.org/W7223443531","doi":"https://doi.org/10.15294/higeia.v10i1.9427"},"language":"id","primary_location":{"id":"doi:10.15294/higeia.v10i1.9427","doi":"https://doi.org/10.15294/higeia.v10i1.9427","is_oa":true,"landing_page_url":"https://doi.org/10.15294/higeia.v10i1.9427","pdf_url":"https://journal.unnes.ac.id/journals/HIGEIA/article/download/9427/11449","source":{"id":"https://openalex.org/S4210178978","display_name":"HIGEIA (Journal of Public Health Research and Development)","issn_l":"2541-5581","issn":["2541-5581","2541-5603"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310315184","host_organization_name":"State University of Semarang","host_organization_lineage":["https://openalex.org/P4310315184"],"host_organization_lineage_names":["State University of Semarang"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"HIGEIA (Journal of Public Health Research and Development)","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://journal.unnes.ac.id/journals/HIGEIA/article/download/9427/11449","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5159413225","display_name":"Misna Rahmawati","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I148158369","display_name":"State University of Semarang","ror":"https://ror.org/02fsk7e17","country_code":"ID","type":"education","lineage":["https://openalex.org/I148158369"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Misna Rahmawati","raw_affiliation_strings":["Program Studi Kesehatan Masyarakat Fakultas Kedokteran Universitas Negeri Semarang, Semarang, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Program Studi Kesehatan Masyarakat Fakultas Kedokteran Universitas Negeri Semarang, Semarang, Indonesia","institution_ids":["https://openalex.org/I148158369"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022153329","display_name":"Rr. Sri Ratna Rahayu","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I148158369","display_name":"State University of Semarang","ror":"https://ror.org/02fsk7e17","country_code":"ID","type":"education","lineage":["https://openalex.org/I148158369"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"RR. Sri Ratna Rahayu","raw_affiliation_strings":["Program Studi Kesehatan Masyarakat Fakultas Kedokteran Universitas Negeri Semarang, Semarang, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Program Studi Kesehatan Masyarakat Fakultas Kedokteran Universitas Negeri Semarang, Semarang, Indonesia","institution_ids":["https://openalex.org/I148158369"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I148158369"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.82086258,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"10","issue":"1","first_page":"30","last_page":"40"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10027","display_name":"Diabetes, Cardiovascular Risks, and Lipoproteins","score":0.92330002784729,"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":0.92330002784729,"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/T10352","display_name":"Physical Activity and Health","score":0.012400000356137753,"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/T10793","display_name":"Diabetes Management and Education","score":0.007400000002235174,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/type-2-diabetes","display_name":"type 2 diabetes","score":0.9980000257492065},{"id":"https://openalex.org/keywords/risk-factors","display_name":"risk factors","score":0.734000027179718},{"id":"https://openalex.org/keywords/middle-aged-adults","display_name":"middle-aged adults","score":0.9430000185966492},{"id":"https://openalex.org/keywords/exercise","display_name":"physical activity","score":0.9210000038146973},{"id":"https://openalex.org/keywords/family-history-medicine","display_name":"family history (medicine)","score":0.7639999985694885},{"id":"https://openalex.org/keywords/sex-differences","display_name":"sex differences","score":0.7570000290870667},{"id":"https://openalex.org/keywords/fruit-and-vegetable-intake","display_name":"fruit and vegetable intake","score":0.9800000190734863},{"id":"https://openalex.org/keywords/case-control-study","display_name":"case-control study","score":0.6359999775886536},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"logistic regression","score":0.48100000619888306},{"id":"https://openalex.org/keywords/primary-health-care-center","display_name":"primary health centers","score":0.42399999499320984},{"id":"https://openalex.org/keywords/health-workforce-quality","display_name":"health workforce quality","score":0.41600000858306885},{"id":"https://openalex.org/keywords/health-care-costs","display_name":"health care costs","score":0.796999990940094},{"id":"https://openalex.org/keywords/noncommunicable-disease-burden","display_name":"noncommunicable disease burden","score":0.34700000286102295}],"concepts":[{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.7732999920845032},{"id":"https://openalex.org/C29456083","wikidata":"https://www.wikidata.org/wiki/Q1221899","display_name":"Gynecology","level":1,"score":0.3490999937057495},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.27810001373291016},{"id":"https://openalex.org/C15708023","wikidata":"https://www.wikidata.org/wiki/Q80083","display_name":"Humanities","level":1,"score":0.20589999854564667},{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.1965000033378601},{"id":"https://openalex.org/C163432668","wikidata":"https://www.wikidata.org/wiki/Q623543","display_name":"Primary health care","level":3,"score":0.18529999256134033},{"id":"https://openalex.org/C2987315675","wikidata":"https://www.wikidata.org/wiki/Q1773974","display_name":"Disease control","level":2,"score":0.17470000684261322},{"id":"https://openalex.org/C3018023364","wikidata":"https://www.wikidata.org/wiki/Q425265","display_name":"Significant difference","level":2,"score":0.1720000058412552},{"id":"https://openalex.org/C142052008","wikidata":"https://www.wikidata.org/wiki/Q954027","display_name":"Cross-sectional study","level":2,"score":0.17139999568462372},{"id":"https://openalex.org/C2985445135","wikidata":"https://www.wikidata.org/wiki/Q13100823","display_name":"Life quality","level":2,"score":0.1687999963760376}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.15294/higeia.v10i1.9427","doi":"https://doi.org/10.15294/higeia.v10i1.9427","is_oa":true,"landing_page_url":"https://doi.org/10.15294/higeia.v10i1.9427","pdf_url":"https://journal.unnes.ac.id/journals/HIGEIA/article/download/9427/11449","source":{"id":"https://openalex.org/S4210178978","display_name":"HIGEIA (Journal of Public Health Research and Development)","issn_l":"2541-5581","issn":["2541-5581","2541-5603"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310315184","host_organization_name":"State University of Semarang","host_organization_lineage":["https://openalex.org/P4310315184"],"host_organization_lineage_names":["State University of Semarang"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"HIGEIA (Journal of Public Health Research and Development)","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.15294/higeia.v10i1.9427","doi":"https://doi.org/10.15294/higeia.v10i1.9427","is_oa":true,"landing_page_url":"https://doi.org/10.15294/higeia.v10i1.9427","pdf_url":"https://journal.unnes.ac.id/journals/HIGEIA/article/download/9427/11449","source":{"id":"https://openalex.org/S4210178978","display_name":"HIGEIA (Journal of Public Health Research and Development)","issn_l":"2541-5581","issn":["2541-5581","2541-5603"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310315184","host_organization_name":"State University of Semarang","host_organization_lineage":["https://openalex.org/P4310315184"],"host_organization_lineage_names":["State University of Semarang"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"HIGEIA (Journal of Public Health Research and Development)","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.9940000176429749,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"study_designs":[{"display_name":"Observational Study","id":"https://openalex.org/study-designs/observational-study"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7223443531.pdf","grobid_xml":"https://content.openalex.org/works/W7223443531.grobid-xml"},"referenced_works_count":11,"referenced_works":["https://openalex.org/W2072001609","https://openalex.org/W2771098021","https://openalex.org/W2892301914","https://openalex.org/W3006307748","https://openalex.org/W4205431909","https://openalex.org/W4285797972","https://openalex.org/W4309609411","https://openalex.org/W4322741726","https://openalex.org/W4362510998","https://openalex.org/W4377236812","https://openalex.org/W4387442541"],"related_works":["https://openalex.org/W2948441733","https://openalex.org/W7125578075","https://openalex.org/W4412878298","https://openalex.org/W3108362799","https://openalex.org/W1496118652","https://openalex.org/W4415152928","https://openalex.org/W7217654554","https://openalex.org/W3183358221","https://openalex.org/W3188885749","https://openalex.org/W3039352256"],"abstract_inverted_index":{"Abstrak":[0],"Menurut":[1],"Profil":[2],"Kesehatan":[3],"Kabupaten":[4,30],"Pemalang,":[5],"Kecamatan":[6,17,75,146],"Pemalang":[7,18,147,159,163,176,193,236,316],"memiliki":[8],"tingkat":[9],"prevalensi":[10],"Diabetes":[11,23,33,137,172,186,309],"Melitus":[12,24,34,138],"tipe":[13,139],"2":[14,140,171,308],"sebanyak":[15],"2,5%.":[16],"menjadi":[19],"kecamatan":[20,28],"dengan":[21,60,85,105,135,148],"jumlah":[22],"tertinggi":[25],"dari":[26,39,67,100],"14":[27,190],"di":[29,145],"Pemalang.":[31,76],"Prevalensi":[32],"perlu":[35],"diturunkan":[36],"dikarenakan":[37],"dampak":[38],"penyakit":[40,69],"ini":[41,56],"dapat":[42],"berpengaruh":[43],"terhadap":[44],"kualitas":[45],"sumber":[46],"daya":[47],"manusia":[48],"dan":[49,82,109,127,130],"secara":[50],"signifikan":[51],"meningkatkan":[52],"biaya":[53],"kesehatan.":[54],"Penelitian":[55],"merupakan":[57],"penelitian":[58],"kuantitatif":[59],"desain":[61],"studi":[62],"case":[63,220],"control.":[64],"Data":[65,103,224,268],"diperoleh":[66],"laporan":[68,101],"tidak":[70],"menular":[71],"milik":[72],"Puskesmas":[73],"Mulyoharjo":[74,232],"Sampel":[77],"ditetapkan":[78],"sebesar":[79],"78":[80,83,243,246],"kasus":[81],"kontrol":[84],"teknik":[86],"cluster":[87,249],"random":[88,250],"sampling.":[89],"Instrumen":[90],"yang":[91],"digunakan":[92],"adalah":[93],"lembar":[94],"pencatatan":[95],"data":[96,99,258,263],"untuk":[97],"memindahkan":[98],"PTM.":[102],"dianalisis":[104],"uji":[106],"chi":[107,273],"square":[108,274],"regresi":[110],"logistik.":[111],"Hasil":[112],"menunjukkan":[113],"bahwa":[114],"jenis":[115],"kelamin":[116],"(OR=2,076;":[117],"95%CI=1,094-3,938),":[118],"riwayat":[119],"keluarga":[120],"(OR=2,707;":[121],"95%CI=1,416-5,175),":[122],"aktivitas":[123,149],"fisik":[124,150],"(OR=3,200;":[125],"95%CI=1,661-6,164),":[126],"konsumsi":[128],"buah":[129],"sayur":[131],"(OR=2,493;":[132],"95%CI=1,295-4,799)":[133],"berhubungan":[134],"kejadian":[136],"pada":[141],"usia":[142],"dewasa":[143],"tengah":[144],"sebagai":[151],"faktor":[152],"dominan.":[153],"\u200b":[154],"Abstract":[155],"According":[156],"to":[157,201,261],"the":[158,179,182,202,265,272,304,322],"District":[160,164,177,317],"Health":[161,234],"Profile,":[162],"has":[165],"a":[166,215,219,257],"prevalence":[167,197],"rate":[168],"of":[169,174,185,189,231,306],"type":[170,307],"Mellitus":[173,187,310],"2.5%.":[175],"is":[178,198,214,256],"district":[180],"with":[181,218,303,318],"highest":[183],"number":[184],"out":[188],"districts":[191],"in":[192,311,315],"Regency.":[194],"Reducing":[195],"this":[196],"crucial":[199],"due":[200],"disease's":[203],"impact":[204],"on":[205],"human":[206],"resource":[207],"quality":[208],"and":[209,245,276,294,296],"healthcare":[210],"costs.":[211],"This":[212],"research":[213,217],"quantitative":[216],"control":[221],"study":[222],"design.":[223],"was":[225,240],"obtained":[226],"from":[227,264],"non-communicable":[228],"disease":[229],"reports":[230],"Public":[233],"Center,":[235],"District.":[237],"The":[238,253,279],"sample":[239],"determined":[241],"as":[242,321],"cases":[244],"controls":[247],"using":[248,271],"sampling":[251],"technique.":[252],"instrument":[254],"used":[255],"recording":[259],"sheet":[260],"transfer":[262],"NCD":[266],"report.":[267],"were":[269,301],"analyzed":[270],"test":[275],"logistic":[277],"regression.":[278],"results":[280],"showed":[281],"that":[282],"gender":[283],"(OR=2.076;":[284],"95%CI=1.094-3.938),":[285],"family":[286],"history":[287],"(OR=2.707;":[288],"95%CI=1.416-5.175),":[289],"physical":[290,319],"activity":[291,320],"(OR=3.200;":[292],"95%CI=1.661-6.164),":[293],"fruit":[295],"vegetable":[297],"consumption":[298],"(OR=2.493;":[299],"95%CI=1.295-4.799)":[300],"associated":[302],"incidence":[305],"middle":[312],"adulthood":[313],"age":[314],"dominant":[323],"factor.":[324]},"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2026-10-25T00:00:00"}