Papua New Guinea Institute of Medical Research, Goroka, Eastern Highlands Province, Papua New Guinea.
School of Population Health, The University of Auckland, Auckland, New Zealand.
PLoS One. 2019 Jan 23;14(1):e0211068. doi: 10.1371/journal.pone.0211068. eCollection 2019.
Risk factors for cardiovascular disease (CVD) are negatively correlated with socio-economic status (SES) in high-income countries (HIC) but there has been little research on their distribution by household SES within low-and middle-income countries (LMICs). Considering the limited data from LMICs, this paper examines the association between behavioural and cardiovascular risk factors and household SES in Papua New Guinea (PNG).
Reported here are results of 671 participants from the 900 randomly selected adults aged 15-65 years. These adults were recruited from three socioeconomically and geographically diverse surveillance sites (peri-urban community, rural Highland and an Island community) in PNG in 2013-2014. We measured their CVD risk factors (behavioural and metabolic) using a modified WHO STEPS risk factor survey and analysis of blood samples. We assessed SES by education, occupation and creating a household wealth index based on household assets. We calculated risk ratios (RR) and their 95% confidence intervals (CI) using a generalized linear model to assess the associations between risks and SES.
Elevated CVD risk factors were common in all SES groups but the CVD metabolic risk factors were most prevalent among homemakers, peri-urban and rural highlands, and the highest (4th and 5th) wealth quintile population. Adults in the highest wealth quintile had high risks of obesity, elevated HbA1c and metabolic syndrome (MetS) that were greater than those in the lowest quintile although those in the highest wealth quintiles were less likely to smoke tobacco. Compared to people from the Island community, peri-urban residents had increased risks of increased waist circumference (WC) (RR: 1.67, 95%CI: 1.21-2.31), hypertension (RR: 2∙29, 95%CI: 1∙89-4.56), high cholesterol (RR: 2∙22, 95%CI: 1∙20-4∙10), high triglycerides (RR: 1∙49, 95%CI: 1∙17-1∙91), elevated HbA1c (RR: 5∙54, 95%CI: 1∙36-21∙56), and Metabolic syndrome (MetS) (RR: 2∙04, 95%CI: 1∙25-3∙32). Similarly, Rural Highland residents had increased risk of obesity (Waist Circumference RR: 1∙70, 95%CI: 1∙21-3∙38, Waist-Hip-Ratio RR:1∙48, 95%CI: 1∙28-1∙70), hypertension (RR: 2∙60, 95%CI: 1∙71-3∙95), high triglycerides (RR: 1∙34, 95%CI: 1∙06-1∙70) and MetS (RR: 1∙88, 95%CI: 1∙12-3∙16) compared to those in the rural Island site.
CVD risk factors are common in PNG adults but their association with SES varies markedly and by location. Our findings show that all community members are at risk of CVD weather they are part of high or low SES groups. These results support the notion that the association between CVD risk factors and SES differ greatly accordingly to the type of SES measure used, risk factors and the population studied. In addition, our findings contribute further to the limited literature in LMIC. Longitudinal studies are needed to monitor changes in rapidly changing societies such as PNG to inform public health policy for control and prevention of NCDs in the country.
在高收入国家(HIC),心血管疾病(CVD)的风险因素与社会经济地位(SES)呈负相关,但关于中低收入国家(LMIC)中按家庭 SES 分布的风险因素研究甚少。考虑到来自 LMIC 的有限数据,本文研究了巴布亚新几内亚(PNG)行为和心血管风险因素与家庭 SES 之间的关系。
本文报告了来自于 2013-2014 年在 PNG 三个社会经济和地理位置不同的监测点(城市周边社区、农村高地和岛屿社区)随机选择的 15-65 岁的 900 名成年人中的 671 名参与者的结果。我们使用改良的世界卫生组织 STEPS 风险因素调查和血液样本分析来测量他们的 CVD 风险因素(行为和代谢)。我们通过教育、职业和根据家庭资产创建家庭财富指数来评估 SES。我们使用广义线性模型计算风险比(RR)及其 95%置信区间(CI),以评估风险与 SES 之间的关联。
所有 SES 群体中 CVD 风险因素都很常见,但 CVD 代谢风险因素在家庭主妇、城市周边和农村高地以及最高(第四和第五)财富五分位数人群中最为普遍。与财富最低五分位数的成年人相比,处于最高财富五分位数的成年人肥胖、HbA1c 升高和代谢综合征(MetS)的风险较高,尽管他们不太可能吸烟。与岛屿社区的居民相比,城市周边居民的腰围(WC)增加的风险增加(RR:1.67,95%CI:1.21-2.31),高血压(RR:2.29,95%CI:1.89-4.56),高胆固醇(RR:2.22,95%CI:1.20-4.10),高甘油三酯(RR:1.49,95%CI:1.17-1.91),HbA1c 升高(RR:5.54,95%CI:1.36-21.56)和代谢综合征(MetS)(RR:2.04,95%CI:1.25-3.32)。同样,与农村岛屿地区的居民相比,农村高地地区的居民患肥胖症(腰围 RR:1.70,95%CI:1.21-3.38,腰围-臀围比 RR:1.48,95%CI:1.28-1.70)、高血压(RR:2.60,95%CI:1.71-3.95)、高甘油三酯(RR:1.34,95%CI:1.06-1.70)和 MetS(RR:1.88,95%CI:1.12-3.16)的风险更高。
CVD 风险因素在 PNG 成年人中很常见,但它们与 SES 的关联因地点而异,差异很大。我们的研究结果表明,无论他们属于高 SES 还是低 SES 群体,所有社区成员都面临 CVD 的风险。这些结果支持这样一种观点,即 CVD 风险因素与 SES 的关联因所使用的 SES 衡量标准、风险因素和研究人群的不同而有很大差异。此外,我们的研究结果为有限的中低收入国家文献做出了进一步的贡献。需要进行纵向研究,以监测像 PNG 这样快速变化的社会中的变化,为该国的非传染性疾病控制和预防提供公共卫生政策信息。