Department of Population Studies, University of Botswana, Gaborone, Botswana.
PLoS One. 2022 Mar 24;17(3):e0265722. doi: 10.1371/journal.pone.0265722. eCollection 2022.
Botswana, like other Sub-Saharan Africa (SSA) countries is currently undergoing demographic and epidemiological transitions which are shown by an increase in chronic non-communicable diseases (NCDs) and their associated risk factors. The aim of this study was to examine the prevalence of and factors associated with hypertension, diabetes and stroke/heart attack multimorbidity in Botswana. The definition of multimorbidity used in this study is the presence of two or more NCDs in an individual.
This study used secondary data derived from the Botswana WHO STEPS 2014 survey. The survey employed a nationally representative multi-stage sampling design. The study sample consisted of 3527 respondents aged 20-69 years of age who had successfully completed the questionnaire and met the inclusion criteria. Multivariable logistic regression analyses were used to assess factors associated with multimorbidity. All comparisons were considered to be statistically significant at 5% level. Statistical tests were performed using Statistical Package for Social Sciences (SPSS) version 25.
Prevalence of hypertension, diabetes and stroke/heart attack multimorbidity was estimated to be at 3.5% in the sampled population. The odds of reporting multimorbidity were highest among females (AOR = 9.73, 95% CI = 8.30-11.42) than males and among respondents aged 35-49 (AOR = 1.20, 95% C.I. = 1.10-1.31) and 50-69 years (AOR = 1.52, 95% C.I. = 1.23-1.67) than individuals aged 20-24 years. Moreover, the odds of multimorbidity were significantly higher among married (AOR = 15.92, 95% C.I. = 13.40-18.92) and living together (AOR = 6.68, 95% C.I. = 5.72-7.81) couples; and individuals who reported that they earn an average annual household income of BWP ≥20 000 (AOR = 2.25, 95% CI = 1.84-2.75) compared to their counterparts. Behavioural risk factors significantly associated with higher odds of multimorbidity were obesity (AOR = 6.79, 95% C.I. = 6.20-7.90), physical inactivity (AOR = 4.41, 95% C.I. = 3.65-5.31) and hazardous alcohol consumption (AOR = 1.49, 95% CI = 1.23-1.81). On the other hand the odds of reporting multimorbidity were significantly low among individuals with sufficient consumption of fruits and vegetables (AOR = 0.47, 95% C.I. = 0.39-0.56) and non-tobacco users (AOR = 0.58, 95% CI = 0.49-0.68).
Multimorbidity was more common among females, the elderly people and was associated with obesity, poor fruit and vegetable intake, and tobacco use. Strategies to combat NCDs and multimorbidity should be aimed to target early stages of life since behavioural factors and lifestyles that increase the likelihood of disease are entrenched in earlier stages of life.
博茨瓦纳与其他撒哈拉以南非洲(SSA)国家一样,目前正经历着人口和流行病学的转变,这表现为慢性非传染性疾病(NCD)及其相关风险因素的增加。本研究旨在探讨博茨瓦纳高血压、糖尿病和中风/心脏病发作的多重发病情况及其相关因素。本研究中使用的多重发病定义是指个体中存在两种或两种以上的 NCD。
本研究使用了来自博茨瓦纳世卫组织 STEPS 2014 调查的二级数据。该调查采用了全国代表性的多阶段抽样设计。研究样本由 3527 名年龄在 20-69 岁之间的受访者组成,他们成功完成了问卷并符合纳入标准。多变量逻辑回归分析用于评估与多重发病相关的因素。所有比较均被认为在 5%水平上具有统计学意义。使用社会科学统计软件包(SPSS)版本 25 进行统计测试。
在抽样人群中,高血压、糖尿病和中风/心脏病发作的多重发病患病率估计为 3.5%。与男性相比,女性(OR = 9.73,95%CI = 8.30-11.42)和 35-49 岁(OR = 1.20,95%CI = 1.10-1.31)和 50-69 岁(OR = 1.52,95%CI = 1.23-1.67)的报告多重发病的可能性更高。此外,已婚(OR = 15.92,95%CI = 13.40-18.92)和同居(OR = 6.68,95%CI = 5.72-7.81)的夫妇;以及报告年平均家庭收入为 BWP ≥20 000 的个人(OR = 2.25,95%CI = 1.84-2.75)的报告多重发病的可能性明显更高。与更高的多重发病可能性显著相关的行为风险因素是肥胖(OR = 6.79,95%CI = 6.20-7.90)、身体不活动(OR = 4.41,95%CI = 3.65-5.31)和危险饮酒(OR = 1.49,95%CI = 1.23-1.81)。另一方面,报告多重发病的可能性在水果和蔬菜摄入充足(OR = 0.47,95%CI = 0.39-0.56)和非烟草使用者(OR = 0.58,95%CI = 0.49-0.68)的个体中显著较低。
多重发病在女性、老年人中更为常见,与肥胖、水果和蔬菜摄入不足以及烟草使用有关。针对非传染性疾病和多重发病的策略应针对生命早期阶段,因为增加疾病可能性的行为因素和生活方式在生命早期阶段就已经根深蒂固。