Effect of diabetes type-II on eye disease and its risk factors; a logit model analysis

Автор: Faisal Muhammad, Fraz Tayyab Raza, Malik Sana, Yaseen Usama

Журнал: Cardiometry @cardiometry

Рубрика: Original research

Статья в выпуске: 29, 2023 года.

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To know the effect of Diabetes type-II on Eye disease and its risk factors in a tertiary eye care hospital in Karachi. This was a cross-sectional study with retrospective data collection. The data was retrieved from January to June 2019 from the Hospital Information Management System (HIMS) software of the Institute. Non-probability purposive sampling method was used to collect data. Inclusion criteria were all the diabetics type-II patients came for routine check-ups at Diabetes Eye Department irrespective of age, gender and duration of diabetes. Statistical analysis was done using STATA version 13.0 software for windows. A total of 6090 cases were analyzed. Mean age of the participants was 51.01±10.8 years. There were 2954 (48.5%) male and 3136 (51.5%) female observed in this study. Table 1 shows the results of the binary logistic regression analysis with coefficients and their standard errors (S.E.), Wald test values, p values, odd ratios, and 95% confidence intervals for odds ratios. When all explanatory variables treat as continuous variables, we found that all variables which include age, height, random blood sugar (RBS) and duration of diabetes was statistically significant at the significance level 0.05 except weight and fasting blood sugar (FBS) for individual regression slope coefficients. This study reveals findings through binary logistics regression analysis. It indicates that there is an association found in the patients of eye disease with age, height, weight, RBS, FBS. This stated that there were some risk factors observed in these variables related to eye disease. Those who have the disease have risk factor to developed the others associated disease

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Diabetes type-ii, eye disease, fasting blood sugar, random, blood sugar, diabetic retinopathy

Короткий адрес: https://sciup.org/148327849

IDR: 148327849   |   DOI: 10.18137/cardiometry.2023.29.9094

Список литературы Effect of diabetes type-II on eye disease and its risk factors; a logit model analysis

  • Almaleki FH. Establishing the association of type
  • 2 diabetes and insulin resistance with Tuberculosis and Coronary Heart Diseases among euglycaemic and diabetic patients in Saudi Arabia. 2019: The University of Liverpool (United Kingdom).
  • Basit A, et al. Prevalence and contributing risk factors for hypertension in urban and rural areas of Pakistan; a study from second National Diabetes Survey of Pakistan (NDSP) 2016–2017. Clinical and Experimental Hypertension, 2020. 42(3): p. 218-224.
  • Shaw JE, RA Sicree, PZ Zimmet. Global estimates of the prevalence of diabetes for 2010 and 2030. Diabetes research and clinical practice, 2010. 87(1): p. 4-14.
  • Shera A, F Jawad, A Maqsood. Prevalence of diabetes in Pakistan. Diabetes research and clinical practice, 2007. 76(2): p. 219-222.
  • Mumtaz SN, et al. Prevalence of diabetic retinopathy in Pakistan; A systematic review. Pakistan journal of medical sciences, 2018. 34(2): p. 493.
  • Klein R, BE Klein. Diabetic eye disease. The Lancet, 1997. 350(9072): p. 197-204.
  • Klein R, BE. Klein, SE Moss. Visual impairment in diabetes. Ophthalmology, 1984. 91(1): p. 1-9.
  • Ederer, F., R. Hiller, and H.R. Taylor, Senile lens changes and diabetes in two population studies. American Journal of Ophthalmology, 1981. 91(3): p. 381-395.
  • Klein BE, et al. Older-onset diabetes and lens opacities. The Beaver Dam Eye study. Ophthalmic epidemiology, 1995. 2(1): p. 49-55.
  • Islam M, et al. Likelihood prediction of diabetes at early stage using data mining techniques, in Computer Vision and Machine Intelligence in Medical Image Analysis. 2020, Springer. p. 113-125.
  • Varma R, et al. Biologic risk factors associated with diabetic retinopathy: the Los Angeles Latino Eye Study. Ophthalmology, 2007. 114(7): p. 1332-1340.
  • Devi MN, A. alias Balamurugan, MR. Kris. Developing a modified logistic regression model for diabetes mellitus and identifying the0 important factors of type II DM. Indian journal of science and technology, 2016. 9(4): p. 1-8.
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