Identifying older adults for heat-related illness
Nationally, heat-related mortality has risen by nearly 17% per year since 2016. As a result, New York City now issues heat alerts and opens cooling centers when the heat index is forecast to reach 95 degrees Fahrenheit or higher for at least two consecutive days or a heat index of 100 degrees Fahrenheit or higher for any length of time.
Meanwhile, older adults are known to have a higher risk of heat stroke and related death, to have more heat-sensitive chronic conditions such as heart disease, kidney disease, and diabetes, and to be more likely to take medications that impair heat regulation.
To confirm who may be most at risk from the heat and at what temperature, researchers from NYU Grossman School of Medicine analyzed data from electronic health records of patients 65 years of age and older at two NYC emergency departments within the same health system. They sought to determine if patients presented to EDs for heat-associated illnesses at temperature thresholds that differed from municipal heat advisories.
Published online March 20 in the journal JAMA Network Open, the investigators found that in the one ED that served a more climate-vulnerable population (patients from underserved minority racial and ethnic groups and more reliant on Medicaid), patients had a risk of heat-associated ED use starting at a daily heat index maximum of 66 F, with amplified risks observed between 90 F and 101 F. This 90 F threshold of amplified risk is lower than the thresholds which currently trigger municipal heat advisories and related cooling programming. At the ED site serving more white, privately insured patients (potentially a more climate-resilient population), no significant association was observed between heat and ED use in older adults.
“With an already severe heatwave underway in Western regions of the United States, now is the time for healthcare systems to prepare,” said Alexander Azan, MD, assistant professor in the Department of Population Health and the study’s senior author. “Electronic health record data offered our team an opportunity to identify heat exposure thresholds associated with emergency department (ED) use in a vulnerable population, and we found that they differed from population-level trends that inform municipal warning systems.”
“In this study’s healthcare system, we now know that ED use among vulnerable older patients spikes at around 90 F as opposed to 95 F. Our hope is that other healthcare systems will leverage their own electronic health record data to identify the heat thresholds at which their patients are most at risk and target interventions appropriately,” added Dr. Azan.
According to Dr. Azan, targeted deployment of heat safety interventions tailored to the unique vulnerabilities of older adults can enhance their heat adaptive capacity in ways that are not accounted for by current municipal practices in NYC that depend on the 95 F threshold to be initiated.
How the Study was Conducted
The research team analyzed EHR data of patients aged 65 and older who presented to two NYC EDs within the same health system but 10 miles apart (referred to as ED-1 and ED-2.) The investigators analyzed a total of 55,200 ED visits, representing 15,092 unique patients at ED-1 and 19,559 at ED-2, during the summer months (May through September) from 2022 to 2024. ED-1 is associated with a community-based academic hospital that serves a socioeconomically, racially, and ethnically diverse patient population. ED-2 is housed in a larger academic medical center that serves a greater share of higher-income patients. The proportion of patients enrolled in Medicaid at ED-1 was two times higher compared to ED-2.
The study team matched each ED visit with temperature data from the LaGuardia Airport monitoring site, which is highly correlated with other major NYC National Weather Service sites. They then calculated heat index values over other extreme heat metrics to allow for direct comparison with NYC Heat Advisory thresholds.
At ED-1, older adult risks of heat-associated ED use began increasing at 66 F, with augmented risks observed between 90 F and 101 F. The investigators observed no significant associations at ED-2. The study team roughly estimated that a healthcare system-based heat warning system triggered on days 90°F or hotter without issued heat advisories may have prevented approximately 116 ED-1 visits during the study period.
“By leveraging EHR data, healthcare systems can customize heat warning interventions to save lives and improve health during extreme heat events,” said co-investigator Leora I. Horwitz, MD, director of the Center for Healthcare Innovation and Delivery Science at NYU Langone.
According to Dr. Horwitz, also a professor in the Department of Population Health, the study team next plans to pair their identification of locally relevant exposure thresholds with a comprehensive evaluation of how social and structural risk factors may further exacerbate heat-associated ED use risks, and for which health conditions in older adults. Such research holds promise to inform tailored, healthcare system–based heat warning strategies to reduce preventable heat-associated ED use in older adults.
Along with Dr. Azan and Dr. Horwitz, other NYU Langone researchers involved in the study are Even Siau, MD; Jeremy Lu, MS; Cassandra Thiel, PhD; and Simon Jones, PhD.
Other study co-investigators are Genevieve S. Silva, MD and Katie E. Lichter, MD at the University of California, San Francisco.
About NYU Langone Health
NYU Langone Health is a fully integrated health system that consistently achieves the best patient outcomes through a rigorous focus on quality that has resulted in some of the lowest mortality rates in the nation. Vizient Inc. has ranked NYU Langone No. 1 out of 118 comprehensive academic medical centers across the nation for four years in a row, and U.S. News & World Report recently ranked four of its clinical specialties number one in the nation. NYU Langone offers a comprehensive range of medical services with one high standard of care across seven inpatient locations, its Perlmutter Cancer Center, and more than 320 outpatient locations in the New York area and Florida. The system also includes two tuition-free medical schools, in Manhattan and on Long Island, and a vast research enterprise.
Media Inquiries
Sasha Walek
646-501-3873
Sasha.Walek@NYULangone.org
Study link will become active after embargo lifts:
https://jamanetwork.com/journals/jamanetworkopen/fullarticle/10.1001/jamanetworkopen.2026.2645?guestAccessKey=1b34668e-afe8-4888-aa3d-dd05b3b83eff&utm_source=for_the_media&utm_medium=referral&utm_campaign=ftm_links&utm_content=tfl&utm_term=032026
STUDY DOI:
10.1001/jamanetworkopen.2026.2645
END
Meanwhile, older adults are known to have a higher risk of heat stroke and related death, to have more heat-sensitive chronic conditions such as heart disease, kidney disease, and diabetes, and to be more likely to take medications that impair heat regulation.
To confirm who may be most at risk from the heat and at what temperature, researchers from NYU Grossman School of Medicine analyzed data from electronic health records of patients 65 years of age and older at two NYC emergency departments within the same health system. They sought to determine if patients presented to EDs for heat-associated illnesses at temperature thresholds that differed from municipal heat advisories.
Published online March 20 in the journal JAMA Network Open, the investigators found that in the one ED that served a more climate-vulnerable population (patients from underserved minority racial and ethnic groups and more reliant on Medicaid), patients had a risk of heat-associated ED use starting at a daily heat index maximum of 66 F, with amplified risks observed between 90 F and 101 F. This 90 F threshold of amplified risk is lower than the thresholds which currently trigger municipal heat advisories and related cooling programming. At the ED site serving more white, privately insured patients (potentially a more climate-resilient population), no significant association was observed between heat and ED use in older adults.
“With an already severe heatwave underway in Western regions of the United States, now is the time for healthcare systems to prepare,” said Alexander Azan, MD, assistant professor in the Department of Population Health and the study’s senior author. “Electronic health record data offered our team an opportunity to identify heat exposure thresholds associated with emergency department (ED) use in a vulnerable population, and we found that they differed from population-level trends that inform municipal warning systems.”
“In this study’s healthcare system, we now know that ED use among vulnerable older patients spikes at around 90 F as opposed to 95 F. Our hope is that other healthcare systems will leverage their own electronic health record data to identify the heat thresholds at which their patients are most at risk and target interventions appropriately,” added Dr. Azan.
According to Dr. Azan, targeted deployment of heat safety interventions tailored to the unique vulnerabilities of older adults can enhance their heat adaptive capacity in ways that are not accounted for by current municipal practices in NYC that depend on the 95 F threshold to be initiated.
How the Study was Conducted
The research team analyzed EHR data of patients aged 65 and older who presented to two NYC EDs within the same health system but 10 miles apart (referred to as ED-1 and ED-2.) The investigators analyzed a total of 55,200 ED visits, representing 15,092 unique patients at ED-1 and 19,559 at ED-2, during the summer months (May through September) from 2022 to 2024. ED-1 is associated with a community-based academic hospital that serves a socioeconomically, racially, and ethnically diverse patient population. ED-2 is housed in a larger academic medical center that serves a greater share of higher-income patients. The proportion of patients enrolled in Medicaid at ED-1 was two times higher compared to ED-2.
The study team matched each ED visit with temperature data from the LaGuardia Airport monitoring site, which is highly correlated with other major NYC National Weather Service sites. They then calculated heat index values over other extreme heat metrics to allow for direct comparison with NYC Heat Advisory thresholds.
At ED-1, older adult risks of heat-associated ED use began increasing at 66 F, with augmented risks observed between 90 F and 101 F. The investigators observed no significant associations at ED-2. The study team roughly estimated that a healthcare system-based heat warning system triggered on days 90°F or hotter without issued heat advisories may have prevented approximately 116 ED-1 visits during the study period.
“By leveraging EHR data, healthcare systems can customize heat warning interventions to save lives and improve health during extreme heat events,” said co-investigator Leora I. Horwitz, MD, director of the Center for Healthcare Innovation and Delivery Science at NYU Langone.
According to Dr. Horwitz, also a professor in the Department of Population Health, the study team next plans to pair their identification of locally relevant exposure thresholds with a comprehensive evaluation of how social and structural risk factors may further exacerbate heat-associated ED use risks, and for which health conditions in older adults. Such research holds promise to inform tailored, healthcare system–based heat warning strategies to reduce preventable heat-associated ED use in older adults.
Along with Dr. Azan and Dr. Horwitz, other NYU Langone researchers involved in the study are Even Siau, MD; Jeremy Lu, MS; Cassandra Thiel, PhD; and Simon Jones, PhD.
Other study co-investigators are Genevieve S. Silva, MD and Katie E. Lichter, MD at the University of California, San Francisco.
About NYU Langone Health
NYU Langone Health is a fully integrated health system that consistently achieves the best patient outcomes through a rigorous focus on quality that has resulted in some of the lowest mortality rates in the nation. Vizient Inc. has ranked NYU Langone No. 1 out of 118 comprehensive academic medical centers across the nation for four years in a row, and U.S. News & World Report recently ranked four of its clinical specialties number one in the nation. NYU Langone offers a comprehensive range of medical services with one high standard of care across seven inpatient locations, its Perlmutter Cancer Center, and more than 320 outpatient locations in the New York area and Florida. The system also includes two tuition-free medical schools, in Manhattan and on Long Island, and a vast research enterprise.
Media Inquiries
Sasha Walek
646-501-3873
Sasha.Walek@NYULangone.org
Study link will become active after embargo lifts:
https://jamanetwork.com/journals/jamanetworkopen/fullarticle/10.1001/jamanetworkopen.2026.2645?guestAccessKey=1b34668e-afe8-4888-aa3d-dd05b3b83eff&utm_source=for_the_media&utm_medium=referral&utm_campaign=ftm_links&utm_content=tfl&utm_term=032026
STUDY DOI:
10.1001/jamanetworkopen.2026.2645
END