Enthusiasm and hesitation: a structural topic modelling analysis of long-acting injectable PrEP perceptions among Dutch-speaking MSM

BACKGROUND: Long-acting injectable PrEP (LA-PrEP) is a novel HIV prevention modality recently approved in Europe, offering an important addition to HIV prevention options. Understanding user perceptions early is critical for anticipating uptake, addressing barriers, and shaping implementation. This study aimed to identify the latent qualitative themes surrounding LA-PrEP among Dutch-speaking men-who-have-sex-with-men (MSM) in the Netherlands and Belgium, and to assess how these perceptions associate with their intention to use LA-PrEP. METHODS: We utilised data from the cross-sectional PROTECT survey (October 2023-April 2024). Before questioning, participants were provided a standardised, objective explanation of LA-PrEP's efficacy, dosing schedule, and potential side effects to ensure a baseline understanding. MSM without HIV who completed the Dutch-language survey answered a single open-ended question: 'What does LA-PrEP mean to you?' Participants could provide multiple short terms or phrases. Responses were analysed directly in Dutch using Structural Topic Modelling (STM), an unsupervised machine learning approach, to estimate latent topics and their regression with LA-PrEP use intention. RESULTS: = -0.021; 95%CI: -0.042 to -0.001). CONCLUSIONS: LA-PrEP is widely perceived as a promising and convenient HIV prevention option among Dutch-speaking MSM, but concerns about safety and necessity remain for a subset of individuals. Addressing these concerns through targeted, evidence-based communication will be essential to support informed choice and maximise uptake.

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Publication Details

Journal
HIV Research & Clinical Practice
Published
2026-04-06
DOI
https://doi.org/10.1080/25787489.2026.2656048
Primary Topic
HIV/AIDS Research and Interventions
Type
article
Field-Weighted Citation Impact
0.00

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article

Enthusiasm and hesitation: a structural topic modelling analysis of long-acting injectable PrEP perceptions among Dutch-speaking MSM

Ama Appiah, Johann Kolstee, Melanie Schroeder, Hanne M.L. Zimmermann et al.
HIV Research & Clinical Practice
HIV/AIDS Research and Interventions
article

Enthusiasm and hesitation: a structural topic modelling analysis of long-acting injectable PrEP perceptions among Dutch-speaking MSM

Ama Appiah, Johann Kolstee, Melanie Schroeder, Hanne M.L. Zimmermann, Jonathan Tosh, Kai J. Jonas, Haoyi Wang
article en

Abstract

BACKGROUND: Long-acting injectable PrEP (LA-PrEP) is a novel HIV prevention modality recently approved in Europe, offering an important addition to HIV prevention options. Understanding user perceptions early is critical for anticipating uptake, addressing barriers, and shaping implementation. This study aimed to identify the latent qualitative themes surrounding LA-PrEP among Dutch-speaking men-who-have-sex-with-men (MSM) in the Netherlands and Belgium, and to assess how these perceptions associate with their intention to use LA-PrEP. METHODS: We utilised data from the cross-sectional PROTECT survey (October 2023-April 2024). Before questioning, participants were provided a standardised, objective explanation of LA-PrEP's efficacy, dosing schedule, and potential side effects to ensure a baseline understanding. MSM without HIV who completed the Dutch-language survey answered a single open-ended question: 'What does LA-PrEP mean to you?' Participants could provide multiple short terms or phrases. Responses were analysed directly in Dutch using Structural Topic Modelling (STM), an unsupervised machine learning approach, to estimate latent topics and their regression with LA-PrEP use intention. RESULTS: = -0.021; 95%CI: -0.042 to -0.001). CONCLUSIONS: LA-PrEP is widely perceived as a promising and convenient HIV prevention option among Dutch-speaking MSM, but concerns about safety and necessity remain for a subset of individuals. Addressing these concerns through targeted, evidence-based communication will be essential to support informed choice and maximise uptake.

HIV Research & Clinical PracticeVol. 27(1)
ViiV Healthcare (Spain) (ES), Maastricht University (NL)
ViiV Healthcare
Good health and well-being
Openalex Percentile: Top 26%
HIV/AIDS Research and Interventions
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Enthusiasm and hesitation: a structural topic modelling analysis of long-acting injectable PrEP perceptions among Dutch-speaking MSM — Ama Appiah, Johann Kolstee, et al. · HIV Research & Clinical Practice (2026) | TGRS Research Map | TGRS