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Correlates of diabetic retinopathy: A case study
Muhammad Aftab1, Alina Ramzan1, Sajjad Haider Bhatti1
1Department of Statistics, Government College University, Faisalabad, Pakistan.
Pakistan Journal of Pharmaceutical Sciences
|November 5, 2019
Summary
Diabetic retinopathy is prevalent in Faisalabad, with higher risks observed in males, married individuals, and those with type 1 diabetes. Obesity and insulin use significantly increase diabetic retinopathy likelihood.
Area of Science:
- Ophthalmology
- Endocrinology
- Public Health
Background:
- Diabetes mellitus prevalence is rising globally, particularly in developing nations.
- Diabetic retinopathy (DR) is a major complication of diabetes, necessitating identification of its risk factors.
- Understanding DR risk factors is crucial for effective management and prevention strategies.
Purpose of the Study:
- To identify risk factors for diabetic retinopathy in Faisalabad.
- To determine if type 1 or type 2 diabetes poses a greater risk for DR.
- To assess the influence of various demographic and clinical factors on DR development.
Main Methods:
- A cross-sectional study was conducted in Faisalabad hospitals from February to July 2016.
- Descriptive statistics were used for initial variable screening.
- Binary logistic regression analysis was employed to determine the influence of factors on DR likelihood, using Odds Ratios (OR).
Main Results:
- Diabetic retinopathy was found to be significantly more prevalent among males (OR=1.913), married patients (OR=5.678), and those with type 1 diabetes (OR=2.195).
- Obesity (OR=25.736) and insulin treatment (OR=6.678) were strongly associated with an increased risk of DR.
- Eye examination findings, patient social status, and diabetes duration were also identified as significant variables affecting DR.
Conclusions:
- The study highlights a high prevalence of diabetic retinopathy in Faisalabad.
- Specific risk factors including male gender, marital status, type 1 diabetes, obesity, and insulin use are associated with increased DR risk.
- Regular eye examinations and consideration of social factors are important in managing diabetic retinopathy.
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