Logo

American Heart Association

  118
  0


Final ID: MP596

Economic Consequences of Increased Cardiopulmonary Clinical Encounters due to Distant Canadian Wildfire Smoke Exposure

Abstract Body (Do not enter title and authors here): Background: Wildfire smoke (WFS) events pose hazard to cardiopulmonary (CPM) health, and are expected to increase in intensity and frequency. In June 2023, western Canadian WFS drifted >2,000 miles to the Eastern US, resulting in an 18% state-wide increase in CPM disease clinical encounters across the University of Maryland Medical System (UMMS). This observation supports proactive strategies that mitigate WFS-associated disease burden; however, data on healthcare-associated cost of WFS exposure are needed to build effective resource deployment methods.

Hypothesis: If there was a higher CPM clinical encounter burden in association with the 2023 Canadian WFS event, then we will identify significantly increased healthcare costs.

Methods: We analyzed our previously published data identifying N=6 “hotspot” days when air quality in Maryland exceeded toxic levels due to Canadian WFS during June 2023. Using a two-part regression model and a Monte Carlo simulation, we quantified costs of increased CPM clinical visits during the 6 hotspot days in June 2023 vs. control days in 2019+2018.

Results: During the N=6 hotspot days, we modeled increased costs of cardiopulmonary disease as $2,265,565 (95% credible interval [CrI]: $341,565-$4,275,182), of which $2,065,019 ($305,384-$3,892,125) (91.1%) was due to direct medical costs and $200,546 ($33,306-$383,057) (8.9%) was due to indirect costs. In a 10-year projection model of cardiopulmonary disease costs from future wildfire events, we estimated the direct and indirect costs for 5 future wildfire events of $9,205,805 ($1,361,394-$17,351,002) and $894,031 ($148,478-$1,707,659), respectively, and for 15 future wildfire events as $27,082,023 ($4,005,008-$51,043,904), and $2,630,097 ($436,798-$5,023,665), respectively. Modeling dissemination of N95 respirators to high risk patients at 95 % efficiency projected a cost reduction of 7,156,848 ($1,078,993-$13,505,164) if 15 potential future wildfires within the next 10 years.

Conclusion: The estimated healthcare cost burden caused by increased CPM disease burden in Maryland occurring in association with Western Canadian WFS over a 6 day period was ~$2M. Our prediction models also anticipates a major adverse economic impact of future WFS events, ranging $9M-27M when considering events of similar magnitude as included in this study. These data emphasize the need for preventative action to reduce future WFS-associated healthcare burden and consequent economic cost.
  • Maldarelli, Mary  ( The University of Maryland Institute for Health Computing , North Bethesda , Maryland , United States )
  • Dsouza, Warren  ( The University of Maryland Institute for Health Computing , North Bethesda , Maryland , United States )
  • Maron, Brad  ( The University of Maryland Institute for Health Computing , North Bethesda , Maryland , United States )
  • Zafari, Zafar  ( The University of Maryland Institute for Health Computing , North Bethesda , Maryland , United States )
  • Author Disclosures:
    Mary Maldarelli: DO NOT have relevant financial relationships | Warren DSouza: No Answer | Brad Maron: DO NOT have relevant financial relationships | Zafar Zafari: No Answer
Meeting Info:

Scientific Sessions 2025

2025

New Orleans, Louisiana

Session Info:

Health in a Changing Climate: Understanding Environmental Drivers of Disease

Saturday, 11/08/2025 , 03:15PM - 04:20PM

Moderated Digital Poster Session

More abstracts on this topic:
Development and Implementation of an Artificial Intelligence-Based Predictive Model
for Sudden Cardiac Death by Integrating Personal Health Records and Clinical Data

Imamura Tomohiko, Noda Takashi, Makimoto Hisaki, Yoshimura Satoshi, Shimamoto Tomonari, Nishioka Norihiro, Senoo Keitaro, Iwami Taku

A Focus for Improvement - Factors for Lab Adherence in a Pediatric Preventive Cardiology Program

Holsinger Hunter, Porterfield Ronna, Taylor Makenna, Dresbach Bethany, Seipel Brittany, Igwe Chukwuemeka, Alvarado Chance, Tran Andrew

More abstracts from these authors:
Panel Discussion

Maron Brad

RV in extremis

Maron Brad

You have to be authorized to contact abstract author. Please, Login
Not Available