{"id":"https://openalex.org/W7220550663","doi":null,"title":"\u0e04\u0e27\u0e32\u0e21\u0e2a\u0e31\u0e21\u0e1e\u0e31\u0e19\u0e18\u0e4c\u0e40\u0e0a\u0e34\u0e07\u0e1e\u0e37\u0e49\u0e19\u0e17\u0e35\u0e48\u0e02\u0e2d\u0e07\u0e01\u0e32\u0e23\u0e40\u0e01\u0e34\u0e14\u0e42\u0e23\u0e04\u0e44\u0e02\u0e49\u0e21\u0e32\u0e25\u0e32\u0e40\u0e23\u0e35\u0e22\u0e43\u0e19\u0e1b\u0e23\u0e30\u0e40\u0e17\u0e28\u0e44\u0e17\u0e22","display_name":"\u0e04\u0e27\u0e32\u0e21\u0e2a\u0e31\u0e21\u0e1e\u0e31\u0e19\u0e18\u0e4c\u0e40\u0e0a\u0e34\u0e07\u0e1e\u0e37\u0e49\u0e19\u0e17\u0e35\u0e48\u0e02\u0e2d\u0e07\u0e01\u0e32\u0e23\u0e40\u0e01\u0e34\u0e14\u0e42\u0e23\u0e04\u0e44\u0e02\u0e49\u0e21\u0e32\u0e25\u0e32\u0e40\u0e23\u0e35\u0e22\u0e43\u0e19\u0e1b\u0e23\u0e30\u0e40\u0e17\u0e28\u0e44\u0e17\u0e22","publication_year":2026,"publication_date":"2026-08-12","ids":{"openalex":"https://openalex.org/W7220550663"},"language":"th","primary_location":{"id":"pmh:oai:he01.tci-thaijo.org:article/284955","doi":null,"is_oa":true,"landing_page_url":"https://he01.tci-thaijo.org/index.php/JDPC3/article/view/284955","pdf_url":"https://he01.tci-thaijo.org/index.php/JDPC3/article/download/284955/192678","source":{"id":"https://openalex.org/S7407067264","display_name":"Journal of Disease and Health Risk DPC.3","issn_l":"1905-825X","issn":["1905-825X","2774-0730"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"1905-825X","raw_type":"info:eu-repo/semantics/article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://he01.tci-thaijo.org/index.php/JDPC3/article/download/284955/192678","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5157372937","display_name":"Pathaweekan Koedsawat","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210108247","display_name":"Sirindhorn College of Public Health","ror":"https://ror.org/01pen7a46","country_code":"TH","type":"education","lineage":["https://openalex.org/I4210108247"]},{"id":"https://openalex.org/I4210142119","display_name":"Praboromarajchanok Institute Ministry of Public Health","ror":"https://ror.org/03hpjw438","country_code":"TH","type":"other","lineage":["https://openalex.org/I4210142119"]},{"id":"https://openalex.org/I4405278163","display_name":"Sirindhorn College of Public Health, Suphan Buri","ror":"https://ror.org/05619gb54","country_code":"TH","type":"education","lineage":["https://openalex.org/I4405278163"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Koedsawat, Pathaweekan","raw_affiliation_strings":["Master of Public Health Program, Sirindhorn College of Public Health, Suphanburi, Faculty of Public Health and Allied Health Sciences, Praboromarajchanok Institute"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Master of Public Health Program, Sirindhorn College of Public Health, Suphanburi, Faculty of Public Health and Allied Health Sciences, Praboromarajchanok Institute","institution_ids":["https://openalex.org/I4210108247","https://openalex.org/I4210142119","https://openalex.org/I4405278163"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5155421103","display_name":"Kunthida Kingsawad","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210142119","display_name":"Praboromarajchanok Institute Ministry of Public Health","ror":"https://ror.org/03hpjw438","country_code":"TH","type":"other","lineage":["https://openalex.org/I4210142119"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Kingsawad, Kunthida","raw_affiliation_strings":["Faculty of Public Health and Allied Health Sciences, Praboromarajchanok Institute"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Public Health and Allied Health Sciences, Praboromarajchanok Institute","institution_ids":["https://openalex.org/I4210142119"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078644821","display_name":"Kittipong Sornlorm","orcid":"https://orcid.org/0000-0002-2734-0764","observed_orcids":["https://orcid.org/0000-0002-2734-0764"]},"institutions":[{"id":"https://openalex.org/I179193067","display_name":"Khon Kaen University","ror":"https://ror.org/03cq4gr50","country_code":"TH","type":"education","lineage":["https://openalex.org/I179193067"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Sornlorm, Kittipong","raw_affiliation_strings":["Faculty of Public Health, Khon Kaen University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Public Health, Khon Kaen University","institution_ids":["https://openalex.org/I179193067"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10091","display_name":"Malaria Research and Control","score":0.9984999895095825,"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"}},"topics":[{"id":"https://openalex.org/T10091","display_name":"Malaria Research and Control","score":0.9984999895095825,"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/T10166","display_name":"Mosquito-borne diseases and control","score":0.0003000000142492354,"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/T11244","display_name":"Climate Change and Health Impacts","score":0.00019999999494757503,"subfield":{"id":"https://openalex.org/subfields/2307","display_name":"Health, Toxicology and Mutagenesis"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/malaria","display_name":"malaria","score":0.7049999833106995},{"id":"https://openalex.org/keywords/spatial-distribution","display_name":"spatial distribution","score":0.7799999713897705},{"id":"https://openalex.org/keywords/malaria-incidence","display_name":"malaria incidence","score":0.8190000057220459},{"id":"https://openalex.org/keywords/thailand","display_name":"Thailand","score":0.5239999890327454},{"id":"https://openalex.org/keywords/minimum-temperature","display_name":"minimum temperature","score":0.8059999942779541},{"id":"https://openalex.org/keywords/forest-land","display_name":"forest land","score":0.9810000061988831},{"id":"https://openalex.org/keywords/meteorological-factors","display_name":"meteorological factors","score":0.5839999914169312},{"id":"https://openalex.org/keywords/environmental-factors","display_name":"environmental factors","score":0.796999990940094},{"id":"https://openalex.org/keywords/malaria-surveillance","display_name":"malaria surveillance","score":0.6010000109672546},{"id":"https://openalex.org/keywords/early-warning-systems","display_name":"early warning systems","score":0.7990000247955322},{"id":"https://openalex.org/keywords/malaria-prevention","display_name":"malaria prevention","score":0.5699999928474426},{"id":"https://openalex.org/keywords/wet-season","display_name":"rainy season","score":0.4580000042915344}],"concepts":[{"id":"https://openalex.org/C2778048844","wikidata":"https://www.wikidata.org/wiki/Q12156","display_name":"Malaria","level":2,"score":0.8550000190734863},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.592199981212616},{"id":"https://openalex.org/C2779296788","wikidata":"https://www.wikidata.org/wiki/Q5326904","display_name":"Early warning system","level":3,"score":0.5148000121116638},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.45260000228881836},{"id":"https://openalex.org/C61511704","wikidata":"https://www.wikidata.org/wiki/Q1671857","display_name":"Incidence (geometry)","level":2,"score":0.4465000033378601},{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.41589999198913574},{"id":"https://openalex.org/C2776356880","wikidata":"https://www.wikidata.org/wiki/Q5381206","display_name":"Environmental data","level":2,"score":0.40389999747276306},{"id":"https://openalex.org/C45355965","wikidata":"https://www.wikidata.org/wiki/Q1643441","display_name":"Socioeconomics","level":1,"score":0.39899998903274536},{"id":"https://openalex.org/C52322663","wikidata":"https://www.wikidata.org/wiki/Q3117517","display_name":"Wet season","level":2,"score":0.38940000534057617},{"id":"https://openalex.org/C29825287","wikidata":"https://www.wikidata.org/wiki/Q1427940","display_name":"Warning system","level":2,"score":0.3400000035762787},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.3384000062942505},{"id":"https://openalex.org/C526734887","wikidata":"https://www.wikidata.org/wiki/Q832237","display_name":"Environmental protection","level":1,"score":0.33559998869895935},{"id":"https://openalex.org/C25511272","wikidata":"https://www.wikidata.org/wiki/Q295136","display_name":"Ecological study","level":3,"score":0.3149000108242035},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.31220000982284546},{"id":"https://openalex.org/C41856607","wikidata":"https://www.wikidata.org/wiki/Q483130","display_name":"Geographic information system","level":2,"score":0.288100004196167},{"id":"https://openalex.org/C2983363897","wikidata":"https://www.wikidata.org/wiki/Q845339","display_name":"Air temperature","level":2,"score":0.26170000433921814},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.25940001010894775}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:he01.tci-thaijo.org:article/284955","doi":null,"is_oa":true,"landing_page_url":"https://he01.tci-thaijo.org/index.php/JDPC3/article/view/284955","pdf_url":"https://he01.tci-thaijo.org/index.php/JDPC3/article/download/284955/192678","source":{"id":"https://openalex.org/S7407067264","display_name":"Journal of Disease and Health Risk DPC.3","issn_l":"1905-825X","issn":["1905-825X","2774-0730"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"1905-825X","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:he01.tci-thaijo.org:article/284955","doi":null,"is_oa":true,"landing_page_url":"https://he01.tci-thaijo.org/index.php/JDPC3/article/view/284955","pdf_url":"https://he01.tci-thaijo.org/index.php/JDPC3/article/download/284955/192678","source":{"id":"https://openalex.org/S7407067264","display_name":"Journal of Disease and Health Risk DPC.3","issn_l":"1905-825X","issn":["1905-825X","2774-0730"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"1905-825X","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"score":0.9391000270843506,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"study_designs":[{"id":"https://openalex.org/study-designs/observational-study","display_name":"Observational Study"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7220550663.pdf","grobid_xml":"https://content.openalex.org/works/W7220550663.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4408244883","https://openalex.org/W7168501072","https://openalex.org/W2902134809","https://openalex.org/W6968135700","https://openalex.org/W6901656627","https://openalex.org/W3036447489","https://openalex.org/W2513672509","https://openalex.org/W6886094507","https://openalex.org/W7220555287","https://openalex.org/W2396799668"],"abstract_inverted_index":{"Malaria":[0,83],"remains":[1],"a":[2,42],"major":[3],"public":[4],"health":[5],"problem":[6],"in":[7,35,84,92,167,192,214],"Thailand,":[8],"with":[9,32,149],"weather":[10,62],"and":[11,29,64,67,79,107,112,117,130,143,159,173,208],"environmental":[12,68],"factors":[13,16,30],"being":[14],"key":[15],"affecting":[17],"its":[18],"proliferation.":[19],"This":[20],"research":[21],"aims":[22],"to":[23,51,88,126],"study":[24,38,44],"the":[25,93,100,113,153,171,205],"distribution,":[26],"spatial":[27,66],"association,":[28],"associated":[31,148],"malaria":[33,59,123,150,181],"incidence":[34,151],"Thailand.":[36],"The":[37,70,120,140],"was":[39,86,124,134],"conducted":[40,166,213],"using":[41],"cross-sectional":[43],"design":[45],"applying":[46],"secondary":[47],"data":[48,56,74],"from":[49],"January":[50],"December":[52],"2021,":[53],"including":[54],"1)":[55],"on":[57],"3,628":[58],"patients,":[60],"2)":[61],"data,":[63],"3)":[65],"data.":[69],"statistics":[71],"used":[72],"for":[73,187,202],"analysis":[75],"included":[76],"Moran\u2019s":[77],"I":[78,137],"panel":[80],"regression":[81],"analysis.":[82],"Thailand":[85],"found":[87,125,135],"be":[89,127,165,185,200,212],"spatially":[90,128],"distributed":[91],"northern":[94],"region":[95,102,115],"(Mae":[96],"Hong":[97],"Son":[98],"provinces),":[99,111],"western":[101],"(Tak,":[103],"Kanchanaburi,":[104],"Ratchaburi,":[105],"Phetchaburi,":[106],"Prachuap":[108],"Khiri":[109],"Khan":[110],"southern":[114],"(Ranong":[116],"Yala":[118],"provinces).":[119],"occurrence":[121],"of":[122],"dispersed,":[129],"no":[131],"disease":[132],"concentration":[133],"(Moran\u2019s":[136],"=":[138,157],"-0.017).":[139],"minimum":[141],"temperature":[142],"forest":[144],"area":[145],"were":[146],"significantly":[147],"at":[152],"0.05":[154],"level":[155],"(coefficient":[156],"0.15":[158],"9.11,":[160],"respectively).":[161],"Accordingly,":[162],"surveillance":[163],"should":[164,184,199,211],"each":[168],"province":[169],"during":[170,204,217],"rainy":[172,206],"winter":[174],"seasons":[175],"when":[176],"temperatures":[177],"are":[178],"low.":[179],"Further,":[180],"prevention":[182],"guidelines":[183],"developed":[186,201],"those":[188],"living":[189],"or":[190],"working":[191],"forested":[193],"areas,":[194],"while":[195],"early":[196],"warning":[197],"systems":[198],"communities":[203],"season,":[207],"proactive":[209],"screening":[210],"malaria-prone":[215],"areas":[216],"June.":[218]},"counts_by_year":[],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2026-10-06T00:00:00"}
