The association of diet and physical inactivity with obesity, diabetes, and hypertension among older adults living in Sierra Leone
Notice bibliographique
Résumé
Abstract Introduction Cardiovascular diseases (CVDs) are primarily driven by modifiable behavioural risk factors and are the leading cause of death globally. In low- and middle-income countries (LMICs), rapid urbanization and changes in behaviour are exacerbating the burden of CVDs but there is limited research into specific associations with CVDs in older adults in low-income countries, such as Sierra Leone. This study examines the association between behavioural risk factors and their physiological sequalae among adults aged 40 and above in Bo District, Sierra Leone. Methods A cross-sectional study design was used to collect data from 1,978 randomly sampled adults through a household survey. Survey questions were based on the validated WHO STEPs questionnaire. Multivariable logistic regression analysis was performed to determine the associations between behavioural risk factors (such as diet, physical activity, and salt intake) and the presence of hypertension, diabetes, and obesity, adjusting for socio-demographic variables. Results At least one physiological risk-factor for CVD was present in 43.5% of participants. Hypertension was associated with urban living (OR=1.46, 95% CI [1.41-1.51]), older age (OR for 80+=3.98, 95% CI [3.70-4.28]), insufficient fruit and vegetable intake (OR=1.52, 95% CI [1.46-1.60]), and low physical activity (OR=1.35, 95% CI [1.27-1.43]). Diabetes was associated with urban residence (OR=1.84, 95% CI [1.66-2.05]), older age (OR for 70-79 =3.82, 95% CI [3.28-4.45]), low fruit and vegetable consumption (OR=1.61, 95% CI [1.36-1.90]), high salt intake (OR=1.34, 95% CI [1.21-1.49]), and low physical activity (OR=1.47, 95% CI [1.26-1.71]). Obesity was less likely among males (OR=0.37, 95% CI [0.36-0.38]) and those aged 80+ (OR=0.39, 95% CI [0.35-0.43]). Conclusion This study highlights the need for evidence for targeted public health interventions in Bo District, Sierra Leone. Promoting healthier lifestyles to reduce poor diet, and physical inactivity, particularly in urban areas, could decrease CVD prevalence. Summary What is already known on this topic Cardiovascular diseases (CVDs) are the leading cause of global mortality, with a disproportionate burden in low- and middle-income countries. Modifiable risk factors, including diet and physical inactivity, significantly contribute to CVD prevalence. Limited research exists on the specific associations between these risk factors and CVDs in older adults in Sierra Leone. What this study adds This study provides evidence of significant associations between dietary habits, salt intake, physical activity levels, and physiological risk factors for CVD: hypertension, diabetes, and obesity among adults aged 40 and above in Bo District, Sierra Leone. It quantifies the increased odds of physiological CVD risk factors associated with inadequate fruit and vegetable intake, high salt consumption, and physical inactivity in this population. The study illuminates the links between behavioural and physiological risk factors in the context of rapid urbanisation in Sierra Leone. How this study might affect research, practice or policy These findings will directly inform the development of targeted public health interventions in Sierra Leone, prioritizing the promotion of fruit and vegetable consumption and increased physical activity among adults. The study results will drive policy changes to address urbanisation-related lifestyle factors, including initiatives to improve access to healthy foods and create environments conducive to physical activity. This research establishes a foundation for future studies on CVD risk factors in Sierra Leone, particularly focusing on age- and gender-specific interventions
Récupéré en direct depuis OpenAlex et désinversé. Les résumés ne sont pas conservés dans cette base de données : les index inversés représentent 8,6 Go des 9,3 Go de texte de la base, et le serveur dispose de 13 Go libres.
Comment cette classification a été obtenuedéplier
Prédiction machine sur la base complète
Imitation des enseignantsNi prévalence calibrée, ni vérité terrain. Validation humaine à venir. Le volet Gemma est une étiquette directe du modèle pour chaque travail de la base, lue sur la notice réduite au titre. Le volet Codex est un classifieur appris des 10 348 étiquettes directes de Codex et calibré sur les taux pondérés de l'échantillon; les champs sans appui suffisant ne portent aucun appel Codex. Le mode candidate est l'union des deux volets; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont pas des étiquettes humaines.
Scores du classifieur distillé par catégorie (deux têtes)
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,001 | 0,002 |
| Méta-épidémiologie (sens strict) | 0,000 | 0,000 |
| Méta-épidémiologie (sens large) | 0,000 | 0,000 |
| Bibliométrie | 0,001 | 0,001 |
| Études des sciences et des technologies | 0,001 | 0,000 |
| Communication savante | 0,001 | 0,000 |
| Science ouverte | 0,000 | 0,001 |
| Intégrité de la recherche | 0,000 | 0,000 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,001 | 0,000 |
Scores machine (provisoires)
Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.
Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.
score_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découleClassification
machine, non validéePrédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.
Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».