Nguyen Van Huy, Dunne Michael P, Debattista Joseph
Department of Health Management and Organization, Institute for Preventive Medicine and Public Health, Hanoi Medical University, 01 Ton That Tung Str,, Dong Da Dist,, Hanoi, Vietnam.
BMC Public Health. 2013 May 7;13:453. doi: 10.1186/1471-2458-13-453.
The application of theoretical frameworks for modeling predictors of drug risk among male street laborers remains limited. The objective of this study was to test a modified version of the IMB (Information-Motivation-Behavioral Skills Model), which includes psychosocial stress, and compare this modified version with the original IMB model in terms of goodness-of-fit to predict risky drug use behavior among this population.
In a cross-sectional study, social mapping technique was conducted to recruit 450 male street laborers from 135 street venues across 13 districts of Hanoi city, Vietnam, for face-to-face interviews. Structural equation modeling (SEM) was used to analyze data from interviews.
Overall measures of fit via SEM indicated that the original IMB model provided a better fit to the data than the modified version. Although the former model was able to predict a lesser variance than the latter (55% vs. 62%), it was of better fit. The findings suggest that men who are better informed and motivated for HIV prevention are more likely to report higher behavioral skills, which, in turn, are less likely to be engaged in risky drug use behavior.
This was the first application of the modified IMB model for drug use in men who were unskilled, unregistered laborers in urban settings. An AIDS prevention program for these men should not only distribute information and enhance motivations for HIV prevention, but consider interventions that could improve self-efficacy for preventing HIV infection. Future public health research and action may also consider broader factors such as structural social capital and social policy to alter the conditions that drive risky drug use among these men.
用于构建男性街头劳动者药物风险预测模型的理论框架应用仍然有限。本研究的目的是测试包含心理社会压力的IMB(信息 - 动机 - 行为技能模型)的修改版本,并将此修改版本与原始IMB模型在预测该人群危险药物使用行为的拟合优度方面进行比较。
在一项横断面研究中,采用社会绘图技术从越南河内市13个区的135个街头场所招募了450名男性街头劳动者进行面对面访谈。使用结构方程模型(SEM)分析访谈数据。
通过SEM的整体拟合度测量表明,原始IMB模型比修改版本对数据的拟合更好。尽管前一个模型能够预测的方差比后一个模型小(55%对62%),但其拟合度更好。研究结果表明,在艾滋病毒预防方面信息更充分且积极性更高的男性更有可能报告更高的行为技能,进而更不太可能从事危险药物使用行为。
这是修改后的IMB模型首次应用于城市环境中无技能、未注册劳动者的药物使用情况。针对这些男性的艾滋病预防计划不仅应分发信息并增强艾滋病毒预防的积极性,还应考虑能够提高预防艾滋病毒感染自我效能的干预措施。未来的公共卫生研究和行动也可能考虑更广泛的因素,如结构性社会资本和社会政策,以改变促使这些男性进行危险药物使用的条件。