R.A. Sabol , C.J. Walsh , S. Densley , Y. Medhat , C.C. Baniel , A. Krishna , C.T. Baiyee , D. Meltzer , J. Boscardin , A. Witztum , N. Pitts , A.K. Paulsson , J.Y. Luh , L. Zalavari , S.S. Yom , K. Lichter
{"title":"野火破坏和癌症护理:北加州放射治疗依从性的多机构研究","authors":"R.A. Sabol , C.J. Walsh , S. Densley , Y. Medhat , C.C. Baniel , A. Krishna , C.T. Baiyee , D. Meltzer , J. Boscardin , A. Witztum , N. Pitts , A.K. Paulsson , J.Y. Luh , L. Zalavari , S.S. Yom , K. Lichter","doi":"10.1016/j.joclim.2025.100530","DOIUrl":null,"url":null,"abstract":"<div><h3>Introduction</h3><div>Climate-driven disasters such as wildfires are increasing in both severity and frequency, posing serious threats to healthcare infrastructure, continuity of care, and patient well-being. Individuals undergoing cancer treatment are particularly vulnerable, as care often requires frequent and time-sensitive visits over several weeks to specific treatment centers—especially in the case of radiotherapy. However, the impact of climate-related wildfires on radiotherapy treatment adherence remains largely unexplored.</div></div><div><h3>Methods</h3><div>This multi-institutional retrospective cohort analyzed 539,292 radiotherapy treatment appointments from eight clinics in Northern California between 2017–2021 and compared rates of missed visits during active wildfires. Wildfire data from the California Department of Forestry and Fire Protection (CAL FIRE) were used to correlate the proximity of wildfires (within a 50-kilometer [km] radius) to clinics. Missed visit rates were compared between treatment visits that coincided with active wildfires within 50-km and those that did not.</div></div><div><h3>Results</h3><div>Overall, 8.8 % of appointments coincided with wildfires within a 50-km radius, and 4.9 % of these were missed. Wildfire exposure was associated with increased missed appointments (OR = 1.07, 95 % CI [1.02, 1.13], <em>p</em> = 0.007) after adjusting for seasonality, temporal trends, and clinic factors. Demographic analyses revealed no significant patient-specific disparities in missed treatments. The estimated financial impact of missed treatments was $2.14 million, highlighting economic vulnerabilities.</div></div><div><h3>Conclusion</h3><div>This initial investigation demonstrates a statistically significant trend towards higher non-adherence to radiotherapy visits during wildfires. This is the first multi-institutional study to investigate the impact of wildfires exposure on radiotherapy adherence and to quantify the associated financial impact. Our findings highlight the emerging intersection of climate change and cancer care delivery, emphasizing the need for health system resilience in the face of environmental threats.</div></div>","PeriodicalId":75054,"journal":{"name":"The journal of climate change and health","volume":"26 ","pages":"Article 100530"},"PeriodicalIF":3.6000,"publicationDate":"2025-10-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Wildfire disruptions and cancer care: A multi-institutional study of radiotherapy treatment adherence in Northern California\",\"authors\":\"R.A. Sabol , C.J. Walsh , S. Densley , Y. Medhat , C.C. Baniel , A. Krishna , C.T. Baiyee , D. Meltzer , J. Boscardin , A. Witztum , N. Pitts , A.K. Paulsson , J.Y. Luh , L. Zalavari , S.S. Yom , K. Lichter\",\"doi\":\"10.1016/j.joclim.2025.100530\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><h3>Introduction</h3><div>Climate-driven disasters such as wildfires are increasing in both severity and frequency, posing serious threats to healthcare infrastructure, continuity of care, and patient well-being. Individuals undergoing cancer treatment are particularly vulnerable, as care often requires frequent and time-sensitive visits over several weeks to specific treatment centers—especially in the case of radiotherapy. However, the impact of climate-related wildfires on radiotherapy treatment adherence remains largely unexplored.</div></div><div><h3>Methods</h3><div>This multi-institutional retrospective cohort analyzed 539,292 radiotherapy treatment appointments from eight clinics in Northern California between 2017–2021 and compared rates of missed visits during active wildfires. Wildfire data from the California Department of Forestry and Fire Protection (CAL FIRE) were used to correlate the proximity of wildfires (within a 50-kilometer [km] radius) to clinics. Missed visit rates were compared between treatment visits that coincided with active wildfires within 50-km and those that did not.</div></div><div><h3>Results</h3><div>Overall, 8.8 % of appointments coincided with wildfires within a 50-km radius, and 4.9 % of these were missed. Wildfire exposure was associated with increased missed appointments (OR = 1.07, 95 % CI [1.02, 1.13], <em>p</em> = 0.007) after adjusting for seasonality, temporal trends, and clinic factors. Demographic analyses revealed no significant patient-specific disparities in missed treatments. The estimated financial impact of missed treatments was $2.14 million, highlighting economic vulnerabilities.</div></div><div><h3>Conclusion</h3><div>This initial investigation demonstrates a statistically significant trend towards higher non-adherence to radiotherapy visits during wildfires. This is the first multi-institutional study to investigate the impact of wildfires exposure on radiotherapy adherence and to quantify the associated financial impact. Our findings highlight the emerging intersection of climate change and cancer care delivery, emphasizing the need for health system resilience in the face of environmental threats.</div></div>\",\"PeriodicalId\":75054,\"journal\":{\"name\":\"The journal of climate change and health\",\"volume\":\"26 \",\"pages\":\"Article 100530\"},\"PeriodicalIF\":3.6000,\"publicationDate\":\"2025-10-03\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"The journal of climate change and health\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S2667278225000756\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"The journal of climate change and health","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2667278225000756","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
摘要
气候驱动的灾害(如野火)的严重程度和频率都在增加,对医疗基础设施、护理的连续性和患者福祉构成严重威胁。接受癌症治疗的个体尤其容易受到伤害,因为护理通常需要在几个星期内频繁地和时间敏感地访问特定的治疗中心,特别是在放射治疗的情况下。然而,与气候有关的野火对放射治疗依从性的影响在很大程度上仍未被探索。该多机构回顾性队列分析了2017-2021年间北加州8家诊所的539,292次放疗预约,并比较了活跃野火期间的错过率。来自加州林业和消防部门(CAL Fire)的野火数据被用于将野火(半径50公里以内)与诊所的距离联系起来。比较了与50公里内活跃的野火同时进行的治疗访问和与50公里内不活跃的野火同时进行的治疗访问之间的错过率。结果总体而言,8.8%的预约与50公里半径内的野火重合,其中4.9%的预约被错过。在调整了季节性、时间趋势和临床因素后,野火暴露与错过预约的增加有关(OR = 1.07, 95% CI [1.02, 1.13], p = 0.007)。人口统计学分析显示,患者在错过治疗方面没有明显的差异。错过治疗的估计财务影响为214万美元,突出了经济脆弱性。结论初步调查显示,火灾期间放射治疗不依从率呈显著上升趋势。这是首个调查野火暴露对放射治疗依从性影响并量化相关财务影响的多机构研究。我们的研究结果突出了气候变化与癌症护理提供之间正在出现的交叉点,强调了面对环境威胁时卫生系统恢复力的必要性。
Wildfire disruptions and cancer care: A multi-institutional study of radiotherapy treatment adherence in Northern California
Introduction
Climate-driven disasters such as wildfires are increasing in both severity and frequency, posing serious threats to healthcare infrastructure, continuity of care, and patient well-being. Individuals undergoing cancer treatment are particularly vulnerable, as care often requires frequent and time-sensitive visits over several weeks to specific treatment centers—especially in the case of radiotherapy. However, the impact of climate-related wildfires on radiotherapy treatment adherence remains largely unexplored.
Methods
This multi-institutional retrospective cohort analyzed 539,292 radiotherapy treatment appointments from eight clinics in Northern California between 2017–2021 and compared rates of missed visits during active wildfires. Wildfire data from the California Department of Forestry and Fire Protection (CAL FIRE) were used to correlate the proximity of wildfires (within a 50-kilometer [km] radius) to clinics. Missed visit rates were compared between treatment visits that coincided with active wildfires within 50-km and those that did not.
Results
Overall, 8.8 % of appointments coincided with wildfires within a 50-km radius, and 4.9 % of these were missed. Wildfire exposure was associated with increased missed appointments (OR = 1.07, 95 % CI [1.02, 1.13], p = 0.007) after adjusting for seasonality, temporal trends, and clinic factors. Demographic analyses revealed no significant patient-specific disparities in missed treatments. The estimated financial impact of missed treatments was $2.14 million, highlighting economic vulnerabilities.
Conclusion
This initial investigation demonstrates a statistically significant trend towards higher non-adherence to radiotherapy visits during wildfires. This is the first multi-institutional study to investigate the impact of wildfires exposure on radiotherapy adherence and to quantify the associated financial impact. Our findings highlight the emerging intersection of climate change and cancer care delivery, emphasizing the need for health system resilience in the face of environmental threats.