Hypertension and cognitive impairment among older persons in rural Northern Uganda: a cross-sectional study
Bibliographic record
Abstract
BACKGROUND: Hypertension is common among older adults and negatively affects cognitive function. Available data on this association is mostly from resource-rich settings and has been understudied in resource-limited settings especially rural areas where the majority of older persons live. We examined the association between hypertension and cognitive impairment in older persons in Kole, a rural district in Uganda, and examined whether sex modifies the association. METHODS: We conducted a community-based cross-sectional study among older persons aged ≥ 60 years in rural northern Uganda, using a multi-stage sampling approach. The primary exposure was hypertension measured by systolic (≥ 140 mmHg) or diastolic blood pressure (≥ 90 mmHg), or being on anti-hypertensive medication. The dichotomous outcome was cognitive impairment determined by Montreal Cognitive Assessment scores < 26. We used the modified Poisson regression with robust standard errors for the analysis, applying a 5% significance level. RESULTS: We studied 420 participants and found 288 (68.6%) had hypertension while 213 (50.7%) had some cognitive impairment. The overall mean age was 68.4 ± 7.2 years, the mean systolic blood pressure was 138.1 ± 23.1 mmHg while diastolic blood pressure was 85.4 ± 11.9 mmHg, and the mean MOCA score was 17.6 ± 7.2. Hypertension was associated with cognitive impairment (adjusted prevalence risk [aPR] 1.26, 95% CI 1.01-1.57), with 4-5 people in the household (aPR 0.80, 95% CI 0.64-0.99), no smoking history (aPR 0.57, 95% CI 0.43-0.76), and dissatisfaction with one's health (aPR 1.68, 95% CI 1.27-2.21) and satisfaction with the ability to perform usual domestic duties (aPR 0.74, 95% CI 0.55-0.99) being associated. In a sex-stratified analysis, men with hypertension were more likely to experience cognitive impairment (aPR 2.13, 95% CI 1.33-3.40), compared to those with normal blood pressure but there was no significant association among women (aPR 0.97, 95% CI 0.96-1.24). CONCLUSION: Older persons with hypertension were more likely to experience cognitive impairment than those without. In a sex stratied analysis, this observation persists among men but disappears among women. Our results suggest a need to raise awareness and consider regular blood pressure measurement and control in older adults. We recommend longitudinal studies to examine temporality and suggest blood pressure interventions to prevent cognitive impairment in older age.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".