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Saturday, October 18, 2025

 

University of Oklahoma researchers propose novel solution to American Indian Health Service underfunding





University of Oklahoma
Junying Zhao 

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Junying Zhao of the University of Oklahoma is the lead author of an article in Health Affairs titled "The Indian Health Service Is Chronically Underfunded. Here Is How To Close The Gap."

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Credit: University of Oklahoma





OKLAHOMA CITY – For many years, the Indian Health Service (IHS) has been underfunded, leading to health and life expectancy disparities among Indigenous people, according to University of Oklahoma researchers. In a newly published article in Health Affairs, OU researchers propose a novel trust fund solution to increase and sustain the funding level, with the ultimate goal of improving health care access and outcomes.

“IHS underfunding has been a challenge for tribal nations and the United States, and it is highly relevant to Oklahoma, which was partly founded on Indian Territory. The health of Indigenous populations in the U.S. has suffered greatly because of chronic underfunding of IHS. Indigenous people have a life expectancy of 67.9 years – a decade less than the average U.S. life expectancy,” said lead author Junying (June) Zhao, Ph.D., Ph.D., MPH, an assistant professor at the OU Hudson College of Public Health.

“The difference in federal health care investment compared to other health programs is stark,” she added. “In fiscal year 2021, per capita federal spending for the IHS was $4,140. In comparison, the Bureau of Prisons spent $8,302; Medicaid, $8,908; the VA, $12,223; and Medicare, $15,094. For the IHS, this has meant staff shortages, outdated facilities and care that is declined or deferred.”

To raise funding, Zhao and her research team propose the creation of an IHS Trust Fund, modeled after the federal Vaccine Injury Compensation Trust Fund. In the late 1980s, Congress made a one-time appropriation to the Vaccine Injury Compensation Fund, which has since collected excise taxes on vaccine sales and invested its balances. As of January 2023, the fund held over $4 billion, which is used to pay for injury claims. An IHS Trust Fund would operate similarly to generate ongoing financial resources for unmet Indigenous health care needs.

From fiscal years 2009 to 2020, the IHS was underfunded by about $60 million annually, Zhao said. To generate a $60 million annual return, about $600 million would be needed for the baseline principal, assuming a modest 10% return rate on investments. Accounting for inflation, that number would be close to $1 billion today, she said.

In addition to a one-time congressional appropriation to launch an IHS Trust Fund, Zhao and her team suggest that Congress should grant IHS the ability to accept gifts. Although government programs typically cannot accept gifts, Zhao believes that some entities and individuals have shown the ability and desire to contribute. There is a precedent for IHS accepting gifts: About 20 years ago, the IHS manual included a policy for donations.

“This approach is similar to endowments created by major universities for their capital projects,” said Pallab Ghosh, Ph.D., an associate professor in OU’s Department of Economics and co-author of the paper. “We believe it would be good to apply this solution to the IHS budget problem as well.”

The IHS health care system is comprised of IHS facilities, tribal-administered services and urban Indian facilities. Together, they serve approximately 2.6 million Indigenous people. Past efforts to address the underfunding problem have fallen short. Members of Congress have twice proposed transforming IHS funding from discretionary to mandatory. Other ideas, such as creating a unique Medicaid program for individual tribes, have also failed to gain support.

“Since the late 18th century, the United States has had a trust responsibility to provide care in exchange for tribal lands,” said study co-author Rashmi Jaggad, MPH, MDS, research project coordinator in the OU Hudson College of Public Health. “But when funding is low, health care access decreases. If people cannot afford services in private care, they often must go without. That is the problem we are seeking to solve.”

Zhao and her team have a long history of conducting research involving underserved populations. Their work is at the heart of public health, said Dale Bratzler, D.O., MPH, dean of the OU Hudson College of Public Health.

“At the OU Hudson College of Public Health, we are committed to research that addresses real-world inequities and improves the health of all communities,” Bratzler said. “This work reflects that mission by offering a creative, evidence-based solution to a longstanding issue that has impacted Indigenous people for generations.”

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About the project

Research support was provided by the Presbyterian Health Foundation in Oklahoma City and a National Institutes of Health grant for the Strong Heart Study. Additional authors of the article are James R. Kennedye, M.D., MPH, of the Chickasaw Nation and Creek Nation Medical Centers; Kylie Stewart, a clinical fellow at OU Health; and Janis E. Campbell, Ph.D., MSc, a professor in the Department of Biostatistics and Epidemiology in the OU Hudson College of Public Health.

About the University of Oklahoma

Founded in 1890, the University of Oklahoma is a public research university with campuses in Norman, Oklahoma City and Tulsa. As the state’s flagship university, OU serves the educational, cultural, economic and health care needs of the state, region and nation. In Oklahoma City, the OU Health Campus is one of the nation’s few academic health centers with seven health profession colleges located on the same campus. The OU Health Campus serves approximately 4,000 students in more than 70 undergraduate and graduate degree programs spanning Oklahoma City and Tulsa and is the leading research institution in Oklahoma. For more information about the OU Health Campus, visit www.ouhsc.edu.

Wednesday, October 15, 2025

New study finds that ALS and MS likely share an environmental cause



Research finds a phenomenon that may have been previously masked by the data


New York University

Figure 1: Geographic patterns of MS and ALS in the US 

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Heat maps showing the geographic patterns of ALS and MS in the US. 

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Credit: Melissa Schilling. Figure based on data from the US CDC Wonder database.





A new study published in Nature’s Scientific Reports indicates that amyotrophic lateral sclerosis (ALS) and multiple sclerosis (MS) have an extremely high geographic association, even after controlling for race, gender, wealth, latitude, and access to neurological healthcare. 

“The results of the study are surprising because previous studies have typically concluded there was no evidence for a mechanistic or genetic link between the two diseases,” explains study author Melissa Schilling, a professor at New York University’s Stern School of Business who specializes in analyzing large-scale datasets using econometrics.

Heat maps in accompanying Figure 1 show the geographic patterns of the diseases in the US. 

The study also shows that the relationship between the two diseases has likely been overlooked until now because of a “Simpson’s Paradox”—a statistical phenomenon whereby a trend appears in different groups of data but disappears or reverses when the groups are combined. 

In this case, the groups are based on gender: As shown in accompanying Figure 2, both women and men show a strong positive correlation (greater than 70 percent) in the geographic distribution of ALS and MS, but when the data are pooled across gender, these relationships are obscured because, on average, ALS is more common in men and MS is more common in women

For several decades researchers have noted a north-south gradient in the distribution of MS. This led to speculation that UV light or vitamin D might play a role in the disease, but studies that supplemented MS patients with UV light or vitamin D had minimal or inconsistent results. 

The findings in the new Scientific Reports study indicate that MS and ALS have a much stronger geographic relationship with each other than with latitude, suggesting that both diseases may share a connection to a factor that varies imperfectly with latitude. 

“I started gathering and analyzing every dataset I could find relevant to ALS about nine years ago when a friend with ALS asked me if I would take a look at the data,” says Schilling. “I was very surprised to find such a strong geographic pattern as most of the research on ALS does not emphasize the role of geography. I was even more surprised to find that ALS has a very strong association with the geography of MS. 

“This finding is important because it suggests that an environmental factor likely plays a significant role in both diseases, and that could provide clues that help us determine what causes them and how they might be avoided or treated.” 

Elements of the environment that vary imperfectly with the north-south gradient include natural things like viruses, parasites, algae, and molds, as well as human-made elements or practices like the use of heating oil, agricultural practices, industrial practices, mining, and chemical contamination of fisheries. 

“The list of suspects is long, but comparing across geographies and, in particular, across outlier locations, such as the Faroe Islands, where MS increased strikingly after military troops arrived there in the 1940s, could significantly narrow the hunt,” observes Schilling.

The study combined mortality and demographic data obtained from the US Centers for Disease Control and Prevention WONDER database (in the US, the collection of mortality data is mandatory and standardized) with latitude data, economic data, and data on access to neurological healthcare. The primary results are based on US crude mortality rates at the state level. The analysis was then replicated at the global level using mortality data from the World Health Organization and obtained nearly identical results. 

About New York University
Founded in 1831, NYU is one of the world’s foremost research universities (with more than $1 billion per year in research expenditures, it is ranked seventh among private research universities) and is a member of the selective Association of American Universities. NYU has degree-granting university campuses in New York, Abu Dhabi, and Shanghai; has 13 other global academic sites, including London, Paris, Florence, Tel Aviv, Buenos Aires, and Accra, and US sites in Washington, DC, Los Angeles, CA, and Tulsa, OK; and both sends more students to study abroad and educates more international students than any other U.S. college or university. Through its numerous schools and colleges, NYU is a leader in conducting research and providing education in the arts and sciences, law, medicine, business, dentistry, engineering, education, nursing, the cinematic and performing arts, music and studio arts, public service, social work, public health, and professional studies, among other areas.

Friday, September 26, 2025

 

Majority of “eco-influencer" TikToks contain contradictory medical information



Analyzed videos labeled with specific hashtags centered on “natural” healing and “holistic” health were incorrect over half the time




American Academy of Pediatrics





DENVER — A majority of medical and parenting videos being shared on TikTok by non-medical professionals contained misinformation, according to research presented during the American Academy of Pediatrics 2025 National Conference & Exhibition at the Colorado Convention Center from Sept. 26-30.

Researchers centered on the “eco-influencer” movement, which emphasizes natural living, holistic health, and other alternative medical and parenting methods. The research, titled " The Rise of ‘Eco-Influencers’ and Misinformation on Child Health,” examined top TikTok videos with hashtags such as #naturalparenting, #antivaccine, #holistichealth, and #alternativehealing.

Data showed that of the 120 videos examined, 61% contradicted established pediatric health guidelines. These videos, which often promote vaccine hesitancy and unproven natural remedies, were mostly (80%) created by self-identified parents and influencers rather than healthcare professionals.

Research author Maria A Canas-Galvis, MD, of East Carolina University Health Medical Center, said the most common themes presented in these videos were vaccine hesitancy, natural remedies for illness, rejection of conventional pediatric care, and breastfeeding and infant nutrition myths.

Researchers also noted how popular this genre of video was on TikTok, with ill-informed videos pulling over 2.7 times the viewership than those with accurate information.

“As pediatricians, we’re seeing the effects of online misinformation firsthand. This study shows how quickly false health claims can spread on social media and how important it is for us to engage with families and help them navigate what they’re seeing online,” Canas-Galvis said.

Researchers stressed the need for pediatricians to be aware of these harmful trends spreading online to be able to help guide families to be able to make safe, science-based decisions.

The authors did not receive financial support for this research.

Study author Dr. Canas-Galvis is scheduled to present her research, which is below, from 1 p.m.-2:30 p.m. MDT on Monday, Sept. 29, in the Colorado Convention Center, Four Seasons Ballroom 1 & 2. To request an interview with the authors, contact Dr. Canas-Galvis at canasgalvism24@ecu.edu .

Please note: only the abstract is being presented at the meeting. In some cases, the researcher may have more data available to share with media, or may be preparing a longer article for submission to a journal. 

 

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The American Academy of Pediatrics is an organization of 67,000 primary care pediatricians, pediatric medical subspecialists and pediatric surgical specialists dedicated to the health, safety and well-being of infants, children, adolescents and young adults. For more information, visit www.aap.org. Reporters can access the meeting program and other relevant meeting information through the AAP meeting website at http://www.aapexperience.org/

 

Program Name: 2025 Call for Abstracts

Submission Type: Section on Epidemiology, Public Health, and Evidence

Abstract Title: The Rise of “Eco-Influencers” and Misinformation on Child Health

Maria Canas-Galvis

Greenville, NC, United States

Social media platforms such as TikTok have become influential sources of health information, particularly among parents seeking guidance on child-rearing practices. A growing trend of “eco-influencers” promotes natural parenting approaches, including alternative medicine, vaccine hesitancy, and home remedies that may pose risks to children’s health. While some content provides evidence-based guidance, misinformation regarding pediatric health can contribute to vaccine refusal, delays in seeking medical care, and the use of unproven treatments. This study examines the portrayal of natural parenting and alternative medicine content on TikTok to inform about emerging trends that may influence parental decision-making.

The top TikTok videos labeled with #naturalparenting, #antivaccine, #holistichealth, and #alternativehealing were analyzed (n=200). Data collected included: (1) creator gender; (2) video creator identity (parent, influencer, healthcare professional, anonymous); (3) health topics discussed; (4) presence of medical misinformation; and (5) engagement metrics (views, likes, shares). Misinformation was defined as content contradicting established medical guidelines from the American Academy of Pediatrics (AAP) or Centers for Disease Control and Prevention (CDC). Descriptive analysis was conducted in R.

A total of 120 videos (45,782,103 views) met inclusion criteria. The majority of creators were self-identified parents (48%, n=58), followed by influencers (32%, n=38), healthcare professionals (12%, n=14), and anonymous accounts (8%, n=10). The most common topics included vaccine hesitancy (36%, n=43), natural remedies for illness (29%, n=35), breastfeeding and infant nutrition myths (18%, n=22), and rejection of conventional pediatric care (17%, n=20). Misinformation was present in 61% (n=73) of videos, with common claims including vaccine toxicity, herbal treatments replacing antibiotics, and “natural immunity” as superior to vaccination. Videos with misinformation had significantly higher engagement (average 583,000 views) compared to evidence-based content (average 214,000 views).

Findings highlight the significant role of social media in shaping parental health beliefs, with a high prevalence of misinformation within the natural parenting and alternative medicine space. The greater engagement with misinformation underscores the challenges pediatricians face in combating false narratives. Given the potential risks of medical misinformation, pediatricians should proactively address these concerns in clinical settings and advocate for improved content moderation on social media platforms. Future research should explore effective strategies for countering health misinformation and promoting digital health literacy among parents. https://www.abstractscorecard.com/

 

 

 

 

Social media challenge: Encouraging adolescents to engage in dangerous over-the-counter drug use



The trend began on TikTok in 2020 but has since expanded to other social media platforms



American Academy of Pediatrics



DENVER — Adolescents and young adults are misusing common over-the-counter antihistamines, putting them at risk of severe health outcomes including heart arrythmias, seizures or death, according to research presented during the American Academy of Pediatrics 2025 National Conference & Exhibition at the Colorado Convention Center from Sept. 26-30.  

Noelia Swymeler, study author and pediatric resident physician at the University of Oklahoma at Tulsa School of Community Medicine, said trends such as the “Benadryl Challenge” circulating on social media are fueling the rise in these dangerous activities.  

Her abstract, “Toxic Trends: The Hallucinatory Appeal of the TikTok Benadryl Challenge,” states that the 2020 TikTok challenge encouraged viewers to ingest high doses of over-the-counter allergy medicine containing diphenhydramine, which has sedating effects. Teens fight the drowsiness the medication causes in order to experience a high and hallucinations. 

“The fact that we continue to see spikes in harmful diphenhydramine use years after the challenge first went viral shows just how powerful and dangerous social media trends can be,” Swymeler said. 

Diphenhydramine is a first-generation antihistamine that, when misused, can cause severe toxicity, including arrhythmias, seizures, coma, and death. 

Research authors urge parents, healthcare professionals, and social media companies to be on the alert for dangerous video challenges because the information remains accessible online long after their initiation. Authors advise families to ensure medications are safely stored away to prevent misuse. 

“This research highlights the need for better education, stronger safeguards, and continued awareness to prevent teens from being harmed by medications they can easily find in their own homes,” Swymeler said. 

The authors did not receive financial support for this research. 

Study author Noelia Swymeler is scheduled to present her research, which is below, from 12:30 p.m. – 1:30 p.m. MDT on Sunday, Sept. 28 in the Colorado Convention Center, Four Seasons Ballroom 1 & 2. To request an interview with the authors, contact Bonnie Rucker at brucker@ou.edu

In addition, Ms. Swymeler will be among highlighted abstract authors who will give a brief presentation and be available for interviews during a press conference from noon-1:30 p.m. MDT Saturday, Sept. 27, in the National Conference Press Room, CCC 705/707. During the meeting, you may reach AAP media relations staff at 303-228-8338.   

  

The American Academy of Pediatrics is an organization of 67,000 primary care pediatricians, pediatric medical subspecialists and pediatric surgical specialists dedicated to the health, safety and well-being of infants, children, adolescents and young adults. For more information, visit www.aap.org. Reporters can access the meeting program and other relevant meeting information through the AAP meeting website at http://www.aapexperience.org/

 

Program Name: 2025 Call for Abstracts

Submission Type: Council on Adolescents and Young Adults

Abstract Title: Toxic Trends: The Hallucinatory Appeal of the TikTok Benadryl Challenge

Noelia Swymeler

Tulsa, OK, United States

The "Benadryl Challenge" is a dangerous social media trend promoted by adolescents and young adults that emerged on TikTok in 2020, encouraging individuals to ingest over 300mg of diphenhydramine to induce hallucinations or get “high.” Diphenhydramine, a first-generation antihistamine with anticholinergic properties, is widely available over the counter and, when misused, can cause severe toxicity, including arrhythmias, seizures, coma, and death. Although gaining attention in 2020, the challenge resurfaced in 2023, with case reports continuing despite efforts to eliminate the trend, highlighting its ongoing impact. We hypothesized that this social media trend would increase the number of diphenhydramine-related adverse event reports to the FDA’s Adverse Event Reporting System (FAERS).

A retrospective study was conducted using diphenhydramine-related adverse event reports in individuals 10-25 years of age from January 2013 to December 2024 from FAERS. Reports were pulled from FAERS using all single ingredient Benadryl and diphenhydramine product names. Reports were removed if they were duplicates, occurred outside the US, listed additional suspected ingredients, or had reasons for use inconsistent with the study objective. May 2020 marked the challenge’s emergence with the first reported challenge-related hospitalization. We utilized data from January 2013 to April 2020 to forecast trends in reports via Auto Regressive Integrative Moving Average (ARIMA) modeling for May 2020 through December 2024 to determine if the “Benadryl Challenge” had a significant impact on adverse event reports to the FDA. Model performance was assessed via RMSE, MASE, and ACF1.

A total of 413 reports met study inclusion criteria. The number of reports across years varied with 2013 and 2016 having the lowest number of reports (n=7) and 2023 having the highest (n=73) followed by 2020 (n=62; Figure 1). From January 2013 to April 2020, monthly reports ranged from 0 to 16. The forecasted monthly report counts from May 2020 to December 2024 ranged from 2.13 to 6.63 (Figure 2, RMSE=2.85, MASE=.88, ACF1=.045). Reports exceeded forecasted amounts several times after April 2020 including July 2020, December 2020, July 2021, February 2023, May 2023, January 2024, and June 2024.

While the increase in diphenhydramine-related adverse event reports may not be directly attributed to the "Benadryl Challenge," the continued rise in cases among adolescents and young adults underscores a concerning national trend warranting healthcare provider attention. Peaks in reporting coincided with the challenge’s emergence, while declines may have resulted from public health advisories or other factors, requiring further analysis. These findings highlight the need for continued vigilance among healthcare providers, public health officials, and policymakers to address the risks of over-the-counter medication misuse, particularly in the context of evolving social media trends. Strengthening preventive strategies, including education and monitoring, may help mitigate future harm.

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Figure 1. Number of diphenhydramine-related adverse event reports across years

 

Trends in the frequency of diphenhydramine-related adverse event reports using FAERS from January 2013 to December 2024, with the introduction of the “Benadryl Challenge” being in May 2020.

Figure 2. Comparison of projected and actual adverse event reports including diphenhydramine in the United States from January 1, 2013 to December 31, 2024

 

The red solid line represents projected diphenhydramine-related adverse event reports starting with the emergence of the “Benadryl Challenge" in May 2020 to December 2024 using ARIMA modeling while the dotted line represents the upper 95% confidence interval. The blue line represents actual diphenhydramine-related adverse event reports from January 2013 to December 2024.

 

 

 

 

 

Please note: only the abstract is being presented at the meeting. In some cases, the researcher may have more data available to share with media, or may be preparing a longer article for submission to a journal.   

 

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Subject of Research

Article Title

Article Publication Date

Emergency calls for pediatric opioid exposure on rise: New research



Calls increased over double for pre-teens aged 11-13, causing concern among health officials.




American Academy of Pediatrics





DENVER — Years after the opioid epidemic began in the mid-1990s, emergency medical services are seeing increases in emergency calls for pre-teens and adolescents, according to research presented during the American Academy of Pediatrics 2025 National Conference & Exhibition at the Colorado Convention Center from Sept. 26-30.

The research, “EMS Calls for Pediatric Patients Ages 11-18 years with Opioid Exposures using NEMSIS data,” examined calls for services due to suspected pediatric opioid exposure reported to the National Emergency Medical Services Information System, which tracks emergency medical service data from across the United States. Authors reviewed the data from 2019 through 2023, breaking it down into two categories: middle school aged children and high school aged teens.

Opioid exposure calls increased nationally each year of the study for middle-school aged children, rising from 255 calls in 2019 to 553 in 2023. Teenagers fared slightly better with drops in emergency opioid exposure calls after 2022.

Research author Sonia Lam, DO and pediatric emergency medicine fellow, said the new opioid exposure trends are causing concern among health professionals.

“Opioid exposures in middle- and-high school aged students are a growing public health concern. The medical community and legislative authorities have an opportunity and obligation to enact policies to decrease risk to these vulnerable kids,” Dr. Lam said.

Dr. Lam said that demographics varied by group, with females outnumbering males in the middle school age group, while the reverse pattern was true for the older group. Younger children also tend to present with significantly higher levels of acuity compared to older children

Authors suggest that targeted interventions for prevention of drug use disorders in children should be informed by how use varies with children’s age and sex.

The authors did not receive financial support for this research.

Dr. Lam is scheduled to present the research, which is below, from 2:15 p.m. to 2:30 p.m. MDT on Friday, Sept. 26, in the Colorado Convention Center, Meeting Room 108/110/112. To request an interview with the authors, contact Brianna Mortensen at BMortensen@salud.unm.edu.  

In addition, Dr. Lam will be among highlighted abstract authors who will give a brief presentation and be available for interviews during a press conference from noon-1:30 p.m. MDT Saturday, Sept. 27, in the National Conference Press Room, CCC 705/707. During the meeting, you may reach AAP media relations staff at 303-228-8338. 

Please note: only the abstract is being presented at the meeting. In some cases, the researcher may have more data available to share with media, or may be preparing a longer article for submission to a journal. 

 

# # #

 

The American Academy of Pediatrics is an organization of 67,000 primary care pediatricians, pediatric medical subspecialists and pediatric surgical specialists dedicated to the health, safety and well-being of infants, children, adolescents and young adults. For more information, visit www.aap.org. Reporters can access the meeting program and other relevant meeting information through the AAP meeting website at http://www.aapexperience.org/

 

Program Name: 2025 Call for Abstracts

Submission Type: Section on Emergency Medicine

Abstract Title: EMS Calls for Pediatric Patients Ages 11-18 years with Opioid Exposures using NEMSIS data

Sonia Lam

The opioid crisis has long been an issue nationwide with the use of prescription opioids and heroin for pain management and recreational use. Poisoning, including drug overdose, is now the 3rd leading cause of death in U.S. children ages 1 to 19 years, after firearm injury and motor vehicle crashes. The purpose of this study is to compare the trend of opioid exposures among children in two age groups: pre-teenage, and teenage.

This retrospective study uses the National Emergency Medical Services Information System (NEMSIS) data set from the years 2019 to 2023. NEMSIS is a national system used to collect, store and share EMS data. To identify opioid exposures, the NEMSIS database includes ICD-10 codes for chief complaint (subsets of external cause codes F11 and T40) and whether naloxone was administered. Age groups were categorized as middle school (11-13 years) and high school (14–18 years). The two groups were compared for trends over time, sex ratio, and acuity level (lower acuity, emergent, critical, or deceased). Chi-square analysis compared proportions, and linear regression is used for trend analysis.

EMS calls for opioid exposure increased every year among 11–13-year-olds, from 257 in 2019 to 560 in 2023. Among 14–18-year-olds, numbers increased from 2019 (3,904) through 2022 (7,392), then decreased (6,960). In Figure 1, we present the proportion of overall EMS calls for each age group for opioid related complaints based on number of NEMSIS calls increased each year. The majority of patients in the middle school group were female (61.1%), while in the high school group, females were a minority of patients (40.6%) (p=0.001). Acuity level also varied by age group (p=0.001). In five years, there were acuity data for 1,429 calls in the middle school group and 21,340 in the high school group. A higher proportion of the middle school group presented as critical (24.5%) than the older age group (15.7%) (p=0.001) (Figure 2).

Patterns of EMS calls for middle school and high school children vary significantly. Younger children have a more persistent pattern of increasing calls over time, they are disproportionately female, and they are more likely to present with critical acuity than older children. These differences suggest targeted interventions for prevention and treatment of drug use disorders in children.

Figure 1. Rate of opioid calls per total number of calls by age group and year, NEMSIS data, 2019-2023. To compare the rate of change over time between the two age groups on one graph, we used the number of total NEMSIS calls for all reasons for each age group by year to calculate an annual rate by age group and year.

 

Figure 2: Acuity level on EMS Presentation.