An evaluation of sexual behaviour change using statistical and cognitive models

Daniel J. Schnell; Christine Galavotti; Kevin R. Oreilly

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An evaluation of sexual behaviour change using statistical and cognitive models

机译：使用统计和认知模型评估性行为变化

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AbstractWe evaluate sexual behaviour change among homosexual men enrolled in the cohorts in four AIDS Community Demonstration Projects. Behaviour change is classified following the stages of behaviour change model and described using a Markov model. Predictors of behaviour change are identified and evaluated using logit models for correlated data. Sexual behaviour change within the cohort could be modelled as a first‐order Markov process. In addition, predictors suggested by models of health behaviour were correlated with particular patterns of sexual behaviour change. Our evaluation revealed a variety of patterns of sexual behaviour change in the cohorts and suggests multi‐faceted interventions for promotion of behaviour cha

机译：摘要我们评估了四个艾滋病社区示范项目队列中同性恋男性的性行为变化。行为改变按照行为改变模型的阶段进行分类，并使用马尔可夫模型进行描述。使用相关数据的 logit 模型识别和评估行为变化的预测因子。队列中的性行为变化可以建模为一阶马尔可夫过程。此外，健康行为模型所建议的预测因子与性行为变化的特定模式相关。我们的评估揭示了队列中性行为变化的各种模式，并提出了促进行为的多方面干预措施。

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《statistics in medicine》 |1993年第3‐4期|219-227|共页
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Daniel J. Schnell; Christine Galavotti; Kevin R. Oreilly;
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An evaluation of sexual behaviour change using statistical and cognitive models

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