ISSN 2394-5125
 

Research Article 


A Logistic Regression Analysis of the Diabetes Meletus Disease Risk: A Case Study of District NausheroFeroze, Sindh, Pakistan

Ali Akbar Pirzado, Muhammad Suleman Pirzado, Ahsan Hayat Khanzada, Imran Khan Jatoi, Iftakhar Ahmed, Muhammad Sikandar Arain.

Abstract
The present study was carried out to assess the performance of logistic regression model for examining risk factors associated and diabetes mellitus. Cross sectional data was obtained from male and female age (18-60) years who visited between 3 and 5 weeks, which were classified as diabetic as well as non-diabetic patients who came for their antenatal check-ups at Civil Hospital NausheroFeroze. Results obtained from univariate and multivariate model that the risk of Diabetic Mellitus among the 45+ age group is 2.90 times higher as compared to those respondents in the ≤20 age group. This risk increased to 3.32 after controlling for income, physical activity, maternal status, and body mass index (BMI). Overweight and obese respondents whose body mass index (BMI) is greater than or equal to 45 kg are at higher risk of developing diabetic mellitus especially female with an odds ratio of 4.57. Therefore, further research should focus on primary prevention by health education in primary and secondary care settings on lifestyle factors such as food intake, smoking, physical activity, reducing obesity and early detection of lipids, blood pressure as well as early screening of those who have family history of diabetes and test the effect of different educational programme in prevention of diabetes.

Key words: Performance, Logistic Regression,Risk Factors, Diabetes Mellitus


 
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How to Cite this Article
Pubmed Style

Ali Akbar Pirzado, Muhammad Suleman Pirzado, Ahsan Hayat Khanzada, Imran Khan Jatoi, Iftakhar Ahmed, Muhammad Sikandar Arain. A Logistic Regression Analysis of the Diabetes Meletus Disease Risk: A Case Study of District NausheroFeroze, Sindh, Pakistan. JCR. 2021; 8(2): 440-453. doi:10.31838/jcr.08.02.49


Web Style

Ali Akbar Pirzado, Muhammad Suleman Pirzado, Ahsan Hayat Khanzada, Imran Khan Jatoi, Iftakhar Ahmed, Muhammad Sikandar Arain. A Logistic Regression Analysis of the Diabetes Meletus Disease Risk: A Case Study of District NausheroFeroze, Sindh, Pakistan. http://www.jcreview.com/?mno=72937 [Access: May 30, 2021]. doi:10.31838/jcr.08.02.49


AMA (American Medical Association) Style

Ali Akbar Pirzado, Muhammad Suleman Pirzado, Ahsan Hayat Khanzada, Imran Khan Jatoi, Iftakhar Ahmed, Muhammad Sikandar Arain. A Logistic Regression Analysis of the Diabetes Meletus Disease Risk: A Case Study of District NausheroFeroze, Sindh, Pakistan. JCR. 2021; 8(2): 440-453. doi:10.31838/jcr.08.02.49



Vancouver/ICMJE Style

Ali Akbar Pirzado, Muhammad Suleman Pirzado, Ahsan Hayat Khanzada, Imran Khan Jatoi, Iftakhar Ahmed, Muhammad Sikandar Arain. A Logistic Regression Analysis of the Diabetes Meletus Disease Risk: A Case Study of District NausheroFeroze, Sindh, Pakistan. JCR. (2021), [cited May 30, 2021]; 8(2): 440-453. doi:10.31838/jcr.08.02.49



Harvard Style

Ali Akbar Pirzado, Muhammad Suleman Pirzado, Ahsan Hayat Khanzada, Imran Khan Jatoi, Iftakhar Ahmed, Muhammad Sikandar Arain (2021) A Logistic Regression Analysis of the Diabetes Meletus Disease Risk: A Case Study of District NausheroFeroze, Sindh, Pakistan. JCR, 8 (2), 440-453. doi:10.31838/jcr.08.02.49



Turabian Style

Ali Akbar Pirzado, Muhammad Suleman Pirzado, Ahsan Hayat Khanzada, Imran Khan Jatoi, Iftakhar Ahmed, Muhammad Sikandar Arain. 2021. A Logistic Regression Analysis of the Diabetes Meletus Disease Risk: A Case Study of District NausheroFeroze, Sindh, Pakistan. Journal of Critical Reviews, 8 (2), 440-453. doi:10.31838/jcr.08.02.49



Chicago Style

Ali Akbar Pirzado, Muhammad Suleman Pirzado, Ahsan Hayat Khanzada, Imran Khan Jatoi, Iftakhar Ahmed, Muhammad Sikandar Arain. "A Logistic Regression Analysis of the Diabetes Meletus Disease Risk: A Case Study of District NausheroFeroze, Sindh, Pakistan." Journal of Critical Reviews 8 (2021), 440-453. doi:10.31838/jcr.08.02.49



MLA (The Modern Language Association) Style

Ali Akbar Pirzado, Muhammad Suleman Pirzado, Ahsan Hayat Khanzada, Imran Khan Jatoi, Iftakhar Ahmed, Muhammad Sikandar Arain. "A Logistic Regression Analysis of the Diabetes Meletus Disease Risk: A Case Study of District NausheroFeroze, Sindh, Pakistan." Journal of Critical Reviews 8.2 (2021), 440-453. Print. doi:10.31838/jcr.08.02.49



APA (American Psychological Association) Style

Ali Akbar Pirzado, Muhammad Suleman Pirzado, Ahsan Hayat Khanzada, Imran Khan Jatoi, Iftakhar Ahmed, Muhammad Sikandar Arain (2021) A Logistic Regression Analysis of the Diabetes Meletus Disease Risk: A Case Study of District NausheroFeroze, Sindh, Pakistan. Journal of Critical Reviews, 8 (2), 440-453. doi:10.31838/jcr.08.02.49