scholarly journals Health behaviors and health services accessibility factors associated with diabetes: a propensity score matching analysis

Author(s):  
Songul Cinaroglu
2020 ◽  
Author(s):  
Songul Cinaroglu

Abstract Introduction: This study aims to explore diabetes prevalence and to identify the associated health behaviors and accessibility factors. Despite increasing burden of diabetes in Turkey, there is a lack of information regarding associated factors with diabetes.Methods: Data gathered from TurkStat-Health Survey for the year 2014. 1996 individuals who had reported diabetes were matched to similar non-diabetes participants in terms of socio-demographic characteristics and comorbidities by using 1:1 nearest matching based on estimated propensity scores.Results: The weighted point prevalence of diabetes among adults was 8.98%. Compared with smokers, non-smokers were less likely to develop diabetes (OR:0.96; 95% CI:0.95–0.97). Individuals engaging in regular physical activity were less likely to have experienced diabetes than individuals not engaging in any physical activity (OR:0.51; 95% CI:0.41–0.52). Conclusions: Improving the health behaviors of individuals and promoting a culture of exercise and healthy food consumption are necessary strategies to fight against diabetes in Turkey. Collaborations between health professionals will provide many lights for effective clinical decision making and preparations of diabetes self-management programs. Crisper understanding of associated health behaviors and health services accessibility factors associated with diabetes is beneficial to develop better nursing plans for patients.


2020 ◽  
Vol 148 ◽  
Author(s):  
X. C. Jia ◽  
Z. H. Xia ◽  
N. Shi ◽  
Y. P. Wang ◽  
Z. X. Luo ◽  
...  

Abstract This study aimed at comparing the factors associated with the natural progression between typical progressors (TPs) and rapid progressors (RPs) in HIV-infected individuals. A retrospective study was conducted on 2095 eligible HIV-infected individuals from 1995 to 2016 in a high-risk area of Henan Province, China. Propensity score matching was used to balance covariates, and the conditional logistic regression analyses were performed to explore the factors of natural disease progression among HIV infectors. A total of 379 pairs of RPs and TPs were matched. The standardised difference values of all covariates were less than 10%. HIV-infected individuals transmitted through sexual transmission (odds ratio (OR) 0.56, 95% confidence interval (CI) 0.36–0.85) were more likely to progress to AIDS compared with those infected through contaminated blood. Older age at diagnosis of HIV-infected individuals (OR 0.72, 95% CI 0.58–0.89) exhibited a faster progression to AIDS. HIV-infected individuals identified through a unique survey (OR 7.01, 95% CI 2.99–16.44) were less likely to progress to AIDS compared with those identified through medical institutions. HIV-infected individuals who had higher baseline CD4+T cell counts (OR 3.37, 95% CI 2.59–4.38) had a slower progression to AIDS. These findings provide evidence for natural disease progression from HIV to AIDS between TPs and RPs.


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