Department of Applied Health Science, Indiana University Bloomington School of Public Health, Bloomington, Indiana, USA.
Hubert Department of Global Health, Rollins School of Public Health, Emory University, Atlanta, Georgia, USA.
BMJ Open. 2021 Jun 30;11(6):e044966. doi: 10.1136/bmjopen-2020-044966.
Few studies have used longitudinal data to study the development of cognition over the life course in low-income and middle-income countries. The objectives of this study were to assess predictors of cognitive development trajectories from 6 months through 7 years, and if these trajectories predicted adult cognitive function in a birth cohort from Guatemala.
We analysed data from the INCAP Nutrition Supplementation Trial Longitudinal Study in Guatemala. Cognition was assessed at eight different time points between 6 months and 7 years. We derived childhood development trajectories using latent class growth analysis. We assessed predictors of the trajectories using ordinal logistic regression, and associations between childhood trajectories and adult non-verbal intelligence and literacy at age 18-52 years (mean±SD =42.7±6.4 years) using mixed models.
The study was conducted in four Guatemalan villages.
The study included 927 participants from Guatemala with repeated measurements of cognitive function during the first 7 years of life.
We identified three trajectories of cognitive development (high: n=214, average: n=583, low: n=130). Participants whose mothers were taller (proportional log odds (PO)=0.03, 95% CI=0.01 to 0.06), had more years of schooling (PO=0.15, 95% CI=0.06 to 0.25), or lived in households with higher socioeconomic scores (PO=0.19, 95% CI=0.09 to 0.29) were more likely to follow higher trajectories. Childhood trajectories predicted adult non-verbal intelligence (high=18.4±0.3, average=14.6±0.53, low=11.4±0.9) and literacy (high=63.8±2.0, average=48.6±1.2, low=33.9± 2.6) scores.
In this sample from Guatemala, cognitive development trajectories from 6 months through 7 years were associated with adult non-verbal intelligence and literacy. These findings provide evidence of tracking of cognition over time in a transitioning low-income setting.
很少有研究使用纵向数据来研究低收入和中等收入国家一生中认知能力的发展。本研究的目的是评估从 6 个月到 7 岁期间认知发展轨迹的预测因素,以及这些轨迹是否可以预测危地马拉出生队列的成年认知功能。
我们分析了危地马拉营养补充试验纵向研究的数据。认知能力在 6 个月至 7 岁之间的 8 个不同时间点进行评估。我们使用潜在类别增长分析得出儿童期发展轨迹。我们使用有序逻辑回归评估轨迹的预测因素,并使用混合模型评估儿童轨迹与 18-52 岁(平均±标准差=42.7±6.4 岁)时的成年非言语智力和文化程度之间的关联。
研究在危地马拉的四个村庄进行。
本研究包括来自危地马拉的 927 名参与者,他们在生命的头 7 年中进行了多次认知功能的重复测量。
我们确定了三种认知发展轨迹(高:n=214,平均:n=583,低:n=130)。母亲身高较高(比例对数优势(PO)=0.03,95%CI=0.01 至 0.06)、受教育年限较长(PO=0.15,95%CI=0.06 至 0.25)或生活在社会经济评分较高的家庭中的参与者(PO=0.19,95%CI=0.09 至 0.29)更有可能遵循较高的轨迹。儿童时期的轨迹预测了成年后的非言语智力(高=18.4±0.3,平均=14.6±0.53,低=11.4±0.9)和文化程度(高=63.8±2.0,平均=48.6±1.2,低=33.9±2.6)。
在来自危地马拉的这个样本中,从 6 个月到 7 岁的认知发展轨迹与成年后的非言语智力和文化程度有关。这些发现为在转型中的低收入环境中认知能力随时间推移的跟踪提供了证据。