{"title":"2017年至2021年日本各城市慢性阻塞性肺病高死亡率的空间集群:灵活的空间扫描统计方法","authors":"Kakei Iwahara, Mayumi Mizutani, Ritsuko Nishide, Susumu Tanimura","doi":"10.18999/nagjms.87.1.133","DOIUrl":null,"url":null,"abstract":"<p><p>Chronic obstructive pulmonary disease is one of the leading causes of death worldwide and in Japan. This study aimed to detect the location and area of spatial clusters with high chronic obstructive pulmonary disease mortality rates in Japan during 2017-2021. Age-standardized numbers of expected chronic obstructive pulmonary disease deaths by sex and municipality were estimated from publicly available data from 1,895 municipalities in Japan. We performed flexible spatial scan statistics to detect the clusters with significantly high risk of chronic obstructive pulmonary disease death using the expected and observed cumulative mortality. During 2017-2021, the cumulative expected number of chronic obstructive pulmonary disease deaths was 87,450 (72,551 males and 14,899 females). There were 23 significant spatial clusters for males and 14 for females. The 23 clusters were scattered in 251 municipalities of 27 prefectures for males, while the 14 clusters for females were localized in 105 municipalities of 12 prefectures. The primary cluster for both sexes was detected in the Osaka Prefecture (males: log-likelihood ratio [LLR] = 188.23, relative risk [RR] = 1.46, <i>p</i> = 0.001; females: LLR = 106.42, RR = 1.95, <i>p</i> = 0.001). We found 23 significant spatial clusters for males and 14 for females. There were obvious sex differences in the distribution of the clusters. Our findings provide supporting evidence to discuss the prioritized areas in the allocation of health care resources to prevent and control the deaths associated with chronic obstructive pulmonary disease.</p>","PeriodicalId":49014,"journal":{"name":"Nagoya Journal of Medical Science","volume":"87 1","pages":"133-143"},"PeriodicalIF":0.9000,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12004005/pdf/","citationCount":"0","resultStr":"{\"title\":\"Spatial clusters with high mortality rates for chronic obstructive pulmonary disease among municipalities in Japan between 2017 and 2021: a flexible spatial scan statistics approach.\",\"authors\":\"Kakei Iwahara, Mayumi Mizutani, Ritsuko Nishide, Susumu Tanimura\",\"doi\":\"10.18999/nagjms.87.1.133\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>Chronic obstructive pulmonary disease is one of the leading causes of death worldwide and in Japan. This study aimed to detect the location and area of spatial clusters with high chronic obstructive pulmonary disease mortality rates in Japan during 2017-2021. Age-standardized numbers of expected chronic obstructive pulmonary disease deaths by sex and municipality were estimated from publicly available data from 1,895 municipalities in Japan. We performed flexible spatial scan statistics to detect the clusters with significantly high risk of chronic obstructive pulmonary disease death using the expected and observed cumulative mortality. During 2017-2021, the cumulative expected number of chronic obstructive pulmonary disease deaths was 87,450 (72,551 males and 14,899 females). There were 23 significant spatial clusters for males and 14 for females. The 23 clusters were scattered in 251 municipalities of 27 prefectures for males, while the 14 clusters for females were localized in 105 municipalities of 12 prefectures. The primary cluster for both sexes was detected in the Osaka Prefecture (males: log-likelihood ratio [LLR] = 188.23, relative risk [RR] = 1.46, <i>p</i> = 0.001; females: LLR = 106.42, RR = 1.95, <i>p</i> = 0.001). We found 23 significant spatial clusters for males and 14 for females. There were obvious sex differences in the distribution of the clusters. Our findings provide supporting evidence to discuss the prioritized areas in the allocation of health care resources to prevent and control the deaths associated with chronic obstructive pulmonary disease.</p>\",\"PeriodicalId\":49014,\"journal\":{\"name\":\"Nagoya Journal of Medical Science\",\"volume\":\"87 1\",\"pages\":\"133-143\"},\"PeriodicalIF\":0.9000,\"publicationDate\":\"2025-02-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12004005/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Nagoya Journal of Medical Science\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.18999/nagjms.87.1.133\",\"RegionNum\":4,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"MEDICINE, RESEARCH & EXPERIMENTAL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Nagoya Journal of Medical Science","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.18999/nagjms.87.1.133","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"MEDICINE, RESEARCH & EXPERIMENTAL","Score":null,"Total":0}
引用次数: 0
摘要
慢性阻塞性肺病是全世界和日本的主要死亡原因之一。本研究旨在检测2017-2021年日本慢性阻塞性肺疾病高死亡率空间集群的位置和面积。根据日本1,895个城市的公开数据,按性别和城市分列的慢性阻塞性肺病预期死亡年龄标准化数字进行了估计。我们使用预期和观察到的累积死亡率进行了灵活的空间扫描统计,以检测慢性阻塞性肺疾病死亡风险显著高的群集。2017-2021年期间,慢性阻塞性肺疾病死亡的累积预期人数为87,450人(男性72,551人,女性14,899人)。男性有23个显著空间集群,女性有14个显著空间集群。23个男性集群分布在27个州的251个市,14个女性集群分布在12个州的105个市。在大阪府发现了两性的主要聚集性病例(男性:对数似然比[LLR] = 188.23,相对危险度[RR] = 1.46, p = 0.001;女性:LLR = 106.42, RR = 1.95, p = 0.001)。我们发现男性有23个显著的空间集群,女性有14个显著的空间集群。聚类分布存在明显的性别差异。我们的研究结果为讨论卫生保健资源分配的优先领域提供了支持证据,以预防和控制与慢性阻塞性肺疾病相关的死亡。
Spatial clusters with high mortality rates for chronic obstructive pulmonary disease among municipalities in Japan between 2017 and 2021: a flexible spatial scan statistics approach.
Chronic obstructive pulmonary disease is one of the leading causes of death worldwide and in Japan. This study aimed to detect the location and area of spatial clusters with high chronic obstructive pulmonary disease mortality rates in Japan during 2017-2021. Age-standardized numbers of expected chronic obstructive pulmonary disease deaths by sex and municipality were estimated from publicly available data from 1,895 municipalities in Japan. We performed flexible spatial scan statistics to detect the clusters with significantly high risk of chronic obstructive pulmonary disease death using the expected and observed cumulative mortality. During 2017-2021, the cumulative expected number of chronic obstructive pulmonary disease deaths was 87,450 (72,551 males and 14,899 females). There were 23 significant spatial clusters for males and 14 for females. The 23 clusters were scattered in 251 municipalities of 27 prefectures for males, while the 14 clusters for females were localized in 105 municipalities of 12 prefectures. The primary cluster for both sexes was detected in the Osaka Prefecture (males: log-likelihood ratio [LLR] = 188.23, relative risk [RR] = 1.46, p = 0.001; females: LLR = 106.42, RR = 1.95, p = 0.001). We found 23 significant spatial clusters for males and 14 for females. There were obvious sex differences in the distribution of the clusters. Our findings provide supporting evidence to discuss the prioritized areas in the allocation of health care resources to prevent and control the deaths associated with chronic obstructive pulmonary disease.
期刊介绍:
The Journal publishes original papers in the areas of medical science and its related fields. Reviews, symposium reports, short communications, notes, case reports, hypothesis papers, medical image at a glance, video and announcements are also accepted.
Manuscripts should be in English. It is recommended that an English check of the manuscript by a competent and knowledgeable native speaker be completed before submission.