LAI-PrEP willingness among people who inject drugs in Appalachian Ohio: applying the Information-Motivation-Behavioral Skills Model

HIV remains a critical public health challenge in rural areas of the United States. Yet pre-exposure prophylaxis for HIV (PrEP) access is limited. Long-acting injectable PrEP (LAI-PrEP) could overcome barriers among people who inject drugs (PWID), but PWID’s willingness to engage with LAI-PrEP is uncertain. To deepen our understanding of determinants influencing LAI-PrEP uptake, the Information-Motivation-Behavioral Skills (IMB) model can serve as a guiding framework. Using data from the Measuring Resilience study, a cross-sectional survey among n = 250 PWID in Appalachian Ohio, we mapped survey items onto the IMB model. Then, we fit a structural equation model within a Bayesian estimation framework. Only 1 in 3 PWID were willing to receive LAI-PrEP. For information, awareness of HIV prevention (loading = 1 [fixed]) and HIV transmission (loading = 1.11 [95% credible interval, CI 0.41, 2.46]) were important. For motivation, important items were perceived risk of HIV and PrEP- and HIV-related stigma (loadings ranged from 0.82 [95% CI 0.15, 1.69] to 3.89 [95% CI 2.23, 6.20]). Important behavioral skills were confidence in attending regular appointments (loading = 1 [fixed]) and managing side effects (loading = 0.96 [95% CI 0.72, 1.28]). Behavioral skills had the strongest association with LAI-PrEP willingness (β = 3.71 [95% CI 2.21, 5.86]). Motivation also had a credible, positive effect (β = 1.68 [95% CI 0.02 ,3.69]). But, information was not associated with LAI-PrEP willingness (β = 0.22 [95% CI -0.87, 1.41]). Our findings demonstrate that the IMB model is useful for understanding LAI-PrEP willingness among rural PWID. The IMB model can identify modifiable factors for future, locally tailored implementation programs to address.

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Journal
AIDS Research and Therapy
Published
2026-10-16
DOI
https://doi.org/10.1186/s12981-026-00963-5
Primary Topic
HIV/AIDS Research and Interventions
Type
article
Field-Weighted Citation Impact
0.00

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article

LAI-PrEP willingness among people who inject drugs in Appalachian Ohio: applying the Information-Motivation-Behavioral Skills Model

Kathryn Elizabeth Lancaster, Eva Murphy, Ucheoma Nwaozuru, David Kline et al.
AIDS Research and Therapy
HIV/AIDS Research and Interventions
article

LAI-PrEP willingness among people who inject drugs in Appalachian Ohio: applying the Information-Motivation-Behavioral Skills Model

Kathryn Elizabeth Lancaster, Eva Murphy, Ucheoma Nwaozuru, David Kline, Stacy M. Endres‐Dighe, Madison N. Enderle, Jaelyn Murphy
article en

Abstract

HIV remains a critical public health challenge in rural areas of the United States. Yet pre-exposure prophylaxis for HIV (PrEP) access is limited. Long-acting injectable PrEP (LAI-PrEP) could overcome barriers among people who inject drugs (PWID), but PWID’s willingness to engage with LAI-PrEP is uncertain. To deepen our understanding of determinants influencing LAI-PrEP uptake, the Information-Motivation-Behavioral Skills (IMB) model can serve as a guiding framework. Using data from the Measuring Resilience study, a cross-sectional survey among n = 250 PWID in Appalachian Ohio, we mapped survey items onto the IMB model. Then, we fit a structural equation model within a Bayesian estimation framework. Only 1 in 3 PWID were willing to receive LAI-PrEP. For information, awareness of HIV prevention (loading = 1 [fixed]) and HIV transmission (loading = 1.11 [95% credible interval, CI 0.41, 2.46]) were important. For motivation, important items were perceived risk of HIV and PrEP- and HIV-related stigma (loadings ranged from 0.82 [95% CI 0.15, 1.69] to 3.89 [95% CI 2.23, 6.20]). Important behavioral skills were confidence in attending regular appointments (loading = 1 [fixed]) and managing side effects (loading = 0.96 [95% CI 0.72, 1.28]). Behavioral skills had the strongest association with LAI-PrEP willingness (β = 3.71 [95% CI 2.21, 5.86]). Motivation also had a credible, positive effect (β = 1.68 [95% CI 0.02 ,3.69]). But, information was not associated with LAI-PrEP willingness (β = 0.22 [95% CI -0.87, 1.41]). Our findings demonstrate that the IMB model is useful for understanding LAI-PrEP willingness among rural PWID. The IMB model can identify modifiable factors for future, locally tailored implementation programs to address.

AIDS Research and Therapy
Wake Forest University Health Sciences (US), Wake Forest University (US), The Ohio State University (US)
National Institute on Drug Abuse
Good health and well-being
Openalex Percentile: Top 12%
HIV/AIDS Research and Interventions
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