School of Kinesiology and Health Studies, Queen's University, Kingston, ON, Canada.
J Public Health (Oxf). 2011 Sep;33(3):345-52. doi: 10.1093/pubmed/fdr001. Epub 2011 Jan 27.
Voluntary counseling and testing (VCT) is an important prevention initiative in reducing HIV/AIDS transmission. Despite current global prevention efforts, many low- and middle-income countries continue reporting low VCT levels. Little is known about the association of within- and between-country socioeconomic inequalities and VCT. Based on the 'inverse equity hypothesis,' this study examines the degree to which low socioeconomic groups in developing countries are disadvantaged in VCT.
Using recently released data from the 2002 to 2003 World Health Survey (WHS) for 106 705 individuals in 49 countries, this study used multilevel logistic regression to examine the association of individual- and national-level factors with VCT, and whether national economic development moderated the association between individual income and VCT. Individual income was based on country-specific income quintiles. National economic development was based on national gross domestic product per capita (GDP/c). Effect modification was evaluated with the likelihood ratio test (G(2)). Individuals eligible for the VCT question of the WHS were adults between the ages of 18-49 years; women who had given birth in the last 2 years were excluded from this question.
VCT was more likely among higher income quintiles and in countries with higher GDP/c. GDP/c moderated the association between individual income and VCT whereby relative income differences in VCT were greater in countries with lower GDP/c (G(2)= 9.21; P= 0.002). Individual socio-demographic characteristics were also associated with the likelihood of a person having VCT.
Relative socioeconomic inequalities in VCT coverage appear to decline when higher SES groups reach a certain level of coverage. These findings suggest that changes to international VCT programs may be necessary to moderate the relative VCT differences between high- and low-income individuals in lower GDP/c nations.
自愿咨询和检测(VCT)是减少 HIV/AIDS 传播的一项重要预防措施。尽管目前全球都在努力预防,但许多低收入和中等收入国家的 VCT 水平仍然较低。关于国内和国家间社会经济不平等与 VCT 之间的关联,人们知之甚少。基于“逆向公平假说”,本研究考察了发展中国家的低社会经济群体在 VCT 方面处于劣势的程度。
本研究使用最近发布的来自 49 个国家的 106705 个人的 2002 年至 2003 年世界卫生调查(WHS)数据,使用多水平逻辑回归来检验个体和国家层面因素与 VCT 的关联,以及国家经济发展是否调节了个体收入与 VCT 之间的关联。个体收入基于国家特定的五分位数收入。国家经济发展基于人均国民生产总值(GDP/c)。采用似然比检验(G(2))评估效应修饰。WHS 中的 VCT 问题适用于年龄在 18-49 岁之间的成年人;在过去 2 年内分娩过的妇女被排除在这个问题之外。
较高收入五分位数和 GDP/c 较高的国家更有可能进行 VCT。GDP/c 调节了个体收入与 VCT 之间的关联,即 GDP/c 较低的国家中 VCT 的相对收入差异更大(G(2)=9.21;P=0.002)。个体社会人口统计学特征也与接受 VCT 的可能性相关。
VCT 覆盖范围的相对社会经济不平等似乎随着较高 SES 群体达到一定的覆盖水平而下降。这些发现表明,可能需要改变国际 VCT 计划,以缓和 GDP/c 较低国家中高收入和低收入个体之间相对 VCT 差异。