{"title":"印度尼西亚社区卫生志愿者对定期血压监测的支持:空间回归模型。","authors":"Mayumi Mizutani, Sofi Oktaviani, Harumi Bando, Heri Sugiarto, Ritsuko Nishide, Susumu Tanimura","doi":"10.1186/s41182-025-00765-x","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Community-based blood pressure monitoring is essential for effective hypertension management, especially in low- and middle-income countries like Indonesia, where community health volunteers (CHVs) are vital. However, there is a lack of strong evidence regarding which aspects of CHV support are most effective at encouraging regular blood pressure monitoring. This study examined the spatially adjusted relationship between the prevalence of regular blood pressure monitoring and the specific traits of Indonesian CHV support.</p><p><strong>Methods: </strong>The researchers conducted an ecological study utilizing sub-district level data from the fifth wave of the Indonesian Family Life Survey. The analysis included data on 25,829 individuals across 1774 sub-districts, with a focus on 612 CHVs in 259 sub-districts. To explore the spatially adjusted relationships between regular blood pressure monitoring and 16 CHV traits, ordinary regression and spatial regression models were employed. Additionally, geographically weighted regression (GWR) was implemented to examine geographical variations in the strength of these associations.</p><p><strong>Results: </strong>The overall prevalence of regular blood pressure monitoring across the 1774 sub-districts was 17.5%. Regression models revealed positive associations between this prevalence and CHVs being described as \"considerate and kind\" (B = [3.85, 4.24], p = 0.038-0.048) and \"helpful\" (B = [4.60, 4.82], p = 0.038-0.041). The GWR analysis showed notable variations in regression coefficients, with \"considerate and kind\" yielding B = [3.79, 4.07] and \"helpful\" yielding B = [4.42, 4.79], both demonstrating stronger associations in the western and northern region of Sumatra Island. Meanwhile, \"values artistic/aesthetic experiences\" showed a negative association, significant only in spatial regression models (B = [- 2.47, - 2.44], p = 0.046-0.048).</p><p><strong>Conclusions: </strong>This study emphasized the crucial role that CHVs play in promoting regular blood pressure monitoring in Indonesia. Compassion, kindness, and helpfulness were especially vital for improving community-based blood pressure monitoring, which leads to the better management of hypertension.</p>","PeriodicalId":23311,"journal":{"name":"Tropical Medicine and Health","volume":"53 1","pages":"90"},"PeriodicalIF":3.6000,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12210472/pdf/","citationCount":"0","resultStr":"{\"title\":\"Community health volunteer support for regular blood pressure monitoring in Indonesia: spatial regression models.\",\"authors\":\"Mayumi Mizutani, Sofi Oktaviani, Harumi Bando, Heri Sugiarto, Ritsuko Nishide, Susumu Tanimura\",\"doi\":\"10.1186/s41182-025-00765-x\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Community-based blood pressure monitoring is essential for effective hypertension management, especially in low- and middle-income countries like Indonesia, where community health volunteers (CHVs) are vital. However, there is a lack of strong evidence regarding which aspects of CHV support are most effective at encouraging regular blood pressure monitoring. This study examined the spatially adjusted relationship between the prevalence of regular blood pressure monitoring and the specific traits of Indonesian CHV support.</p><p><strong>Methods: </strong>The researchers conducted an ecological study utilizing sub-district level data from the fifth wave of the Indonesian Family Life Survey. The analysis included data on 25,829 individuals across 1774 sub-districts, with a focus on 612 CHVs in 259 sub-districts. To explore the spatially adjusted relationships between regular blood pressure monitoring and 16 CHV traits, ordinary regression and spatial regression models were employed. Additionally, geographically weighted regression (GWR) was implemented to examine geographical variations in the strength of these associations.</p><p><strong>Results: </strong>The overall prevalence of regular blood pressure monitoring across the 1774 sub-districts was 17.5%. Regression models revealed positive associations between this prevalence and CHVs being described as \\\"considerate and kind\\\" (B = [3.85, 4.24], p = 0.038-0.048) and \\\"helpful\\\" (B = [4.60, 4.82], p = 0.038-0.041). The GWR analysis showed notable variations in regression coefficients, with \\\"considerate and kind\\\" yielding B = [3.79, 4.07] and \\\"helpful\\\" yielding B = [4.42, 4.79], both demonstrating stronger associations in the western and northern region of Sumatra Island. Meanwhile, \\\"values artistic/aesthetic experiences\\\" showed a negative association, significant only in spatial regression models (B = [- 2.47, - 2.44], p = 0.046-0.048).</p><p><strong>Conclusions: </strong>This study emphasized the crucial role that CHVs play in promoting regular blood pressure monitoring in Indonesia. Compassion, kindness, and helpfulness were especially vital for improving community-based blood pressure monitoring, which leads to the better management of hypertension.</p>\",\"PeriodicalId\":23311,\"journal\":{\"name\":\"Tropical Medicine and Health\",\"volume\":\"53 1\",\"pages\":\"90\"},\"PeriodicalIF\":3.6000,\"publicationDate\":\"2025-07-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12210472/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Tropical Medicine and Health\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1186/s41182-025-00765-x\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"TROPICAL MEDICINE\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Tropical Medicine and Health","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1186/s41182-025-00765-x","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"TROPICAL MEDICINE","Score":null,"Total":0}
引用次数: 0
摘要
背景:以社区为基础的血压监测对于有效的高血压管理至关重要,特别是在印度尼西亚等低收入和中等收入国家,社区卫生志愿者(chv)至关重要。然而,关于CHV支持的哪些方面在鼓励定期血压监测方面最有效,缺乏强有力的证据。本研究考察了定期血压监测的流行率与印度尼西亚CHV支持的特定特征之间的空间调整关系。方法:研究人员利用印度尼西亚第五次家庭生活调查的分区数据进行了生态研究。该分析包括1774个街道的25,829人的数据,重点关注259个街道的612名chv。采用普通回归模型和空间回归模型探讨常规血压监测与16项CHV特征的空间调整关系。此外,采用地理加权回归(GWR)来检查这些关联强度的地理差异。结果:1774个街道定期血压监测的总体患病率为17.5%。回归模型显示,这种患病率与chv被描述为“体贴善良”(B = [3.85, 4.24], p = 0.038-0.048)和“乐于助人”(B = [4.60, 4.82], p = 0.038-0.041)呈正相关。GWR分析显示,回归系数差异显著,“体贴和善良”的B =[3.79, 4.07],“帮助”的B =[4.42, 4.79],在苏门答腊岛西部和北部地区均表现出较强的相关性。同时,“价值艺术/审美体验”呈现负相关,仅在空间回归模型中显著(B = [- 2.47, - 2.44], p = 0.046-0.048)。结论:本研究强调了chv在促进印度尼西亚定期血压监测方面的关键作用。同情、善良和乐于助人对于改善社区血压监测尤其重要,从而更好地控制高血压。
Community health volunteer support for regular blood pressure monitoring in Indonesia: spatial regression models.
Background: Community-based blood pressure monitoring is essential for effective hypertension management, especially in low- and middle-income countries like Indonesia, where community health volunteers (CHVs) are vital. However, there is a lack of strong evidence regarding which aspects of CHV support are most effective at encouraging regular blood pressure monitoring. This study examined the spatially adjusted relationship between the prevalence of regular blood pressure monitoring and the specific traits of Indonesian CHV support.
Methods: The researchers conducted an ecological study utilizing sub-district level data from the fifth wave of the Indonesian Family Life Survey. The analysis included data on 25,829 individuals across 1774 sub-districts, with a focus on 612 CHVs in 259 sub-districts. To explore the spatially adjusted relationships between regular blood pressure monitoring and 16 CHV traits, ordinary regression and spatial regression models were employed. Additionally, geographically weighted regression (GWR) was implemented to examine geographical variations in the strength of these associations.
Results: The overall prevalence of regular blood pressure monitoring across the 1774 sub-districts was 17.5%. Regression models revealed positive associations between this prevalence and CHVs being described as "considerate and kind" (B = [3.85, 4.24], p = 0.038-0.048) and "helpful" (B = [4.60, 4.82], p = 0.038-0.041). The GWR analysis showed notable variations in regression coefficients, with "considerate and kind" yielding B = [3.79, 4.07] and "helpful" yielding B = [4.42, 4.79], both demonstrating stronger associations in the western and northern region of Sumatra Island. Meanwhile, "values artistic/aesthetic experiences" showed a negative association, significant only in spatial regression models (B = [- 2.47, - 2.44], p = 0.046-0.048).
Conclusions: This study emphasized the crucial role that CHVs play in promoting regular blood pressure monitoring in Indonesia. Compassion, kindness, and helpfulness were especially vital for improving community-based blood pressure monitoring, which leads to the better management of hypertension.