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Modelling the impact of correlations between condom use and sexual contact pattern on the dynamics of sexually transmitted infections

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Title: Modelling the impact of correlations between condom use and sexual contact pattern on the dynamics of sexually transmitted infections
Authors: Yamamoto, Nao Browse this author
Ejima, Keisuke Browse this author
Nishiura, Hiroshi Browse this author →KAKEN DB
Keywords: Unprotected sex
Issue Date: 31-May-2018
Publisher: BioMed Central
Journal Title: Theoretical biology and medical modelling
Volume: 15
Start Page: 6
Publisher DOI: 10.1186/s12976-018-0078-9
Abstract: Background: It is believed that sexually active people, i.e people having multiple or concurrent sexual partners, are at a hiqh risk of sexually transmitted infections (STI), but they are likely to be more aware of the risk and may exhibit greater fraction of the use of condom. The purpose of the present study is to examine the correlation between condom use and sexual contact pattern and clarify its impact on the transmission dynamics of STIs using a mathematical model. Methods: The definition of sexual contact pattern can be broad, but we focus on two specific aspects: (i) type of partnership (i.e steady or casual partnership) and (ii) existence of concurrency (i.e with single or multiple partners). Systematic review and meta-analysis of published studies are performed, analysing literature that epidemiologically examined the relationship between condom use and sexual contact pattern. Subsequently, we employ an epidemiological model and compute the reproduction number that accounts for with and without concurrency so that the corresponding coverage of condom use and its correlation with existence of concurrency can be explicitly investigated using the mathematical model. Combining the model with parameters estimated from the meta-analysis along with other assumed parameters, the impact of varying the proportion of population with multiple partners on the reproduction number is examined. Results: Based on systematic review, we show that a greater number of people used condoms during sexual contact with casual partners than with steady partners. Furthermore, people with multiple partners use condoms more frequently than people with a single partner alone. Our mathematical model revealed a positive relationship between the effective reproduction number and the proportion of people with multiple partners. Nevertheless, the association was reversed to be negative by employing a slightly greater value of the relative risk of condom use for people with multiple partners than that empirically estimated. Conclusions: Depending on the correlation between condom use and the existence of concurrency, association between the proportion of people with multiple partners and the reproduction number can be reversed, suggesting the sexually active population is not necessary a primary target population to encourage condom use (i.e, sexually less active individuals could equivalently be a target in some cases).
Type: article
Appears in Collections:医学院・医学研究院 (Graduate School of Medicine / Faculty of Medicine) > 雑誌発表論文等 (Peer-reviewed Journal Articles, etc)

Submitter: 西浦 博

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