# Effect of wildfire on the prevalence of opioid misuse through anxiety among young adults in the United States: A modeling study

## TL;DR

Wildfires may increase opioid misuse among young adults in the U.S. by causing anxiety, according to a modeling study.

## Contribution

This study quantifies for the first time how wildfire exposure may lead to opioid misuse through increased anxiety.

## Key findings

- Opioid misuse prevalence post-wildfire could rise to 6.0%–7.2%.
- Anxiety incidence due to wildfires increases opioid misuse prevalence ratio to 1.12 in the base case.
- Exploratory scenarios suggest higher prevalence ratios of 1.23 and 1.34 with increased anxiety severity.

## Abstract

Exposure to climate change events like wildfires can lead to health and mental health problems. While conceptual frameworks have been hypothesized describing the potential relationship between disaster exposure and substance use, the association remains under-researched and unquantified.

We constructed a quantitative portrayal of one proposed conceptual framework that focuses on the intermediary role of anxiety. We used the Monte Carlo simulation to estimate the impact of wildfire exposure on opioid misuse outcomes through increased anxiety. We searched for and extracted prior empirical evidence on the associations between wildfire anxiety and anxiety-opioid misuse. A base case scenario (S1) was devised in which the impact of wildfire on opioid misuse was limited to increasing anxiety incidence. Two exploratory scenarios investigated the additive roles of altered anxiety phenotype (S2) and increased severity of pre-existing anxiety (S3) due to wildfire exposure.

Models show that the prevalence of opioid misuse post-wildfire may rise to 6.0%–7.2%. In S1 (base case), the opioid misuse prevalence ratio was 1.12 (95% uncertainty interval [UI]: 1.00 – 1.27). The two exploratory scenarios, with less stringent assumptions, yielded prevalence ratios of 1.23 (95% UI: 1.00 – 1.51) and 1.34 (95% UI: 1.11 – 1.63).

Our modeling study suggests that exposure to wildfires may elevate opioid misuse through increasing anxiety incidence and severity. This may lead to substantial health burdens that may persist long after the initial wildfire event, which may offset recent gains in opioid misuse prevention.