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Muhammad Imran
Jamal Abdul Nasir
Sana Riaz


Objective: To forecast the HIV cases by location and geographical area of res- idence in Pakistan.

Methodology: The record of monthly number of HIV cases from 18 HIV treat- ment centres for the period of January 2013 to July 2014 taken from Pakistan Bureau of Statistics (PBS). Descriptive frame work along with time series smooth- ing models (single parameter exponential smoothing, double parameter expo- nential smoothing, Holt's and Winter's multiplicative model) were applied.

Results: On the average Punjab (3234 ±556) and Sindh (2606 ±345) had higher monthly HIV cases, while the HIV cases in Islamabad were more consistent due to least coefficient of variation (7%). Among the competing time series models Winter's (overall, Islamabad, Punjab, Sindh, Balochistan) and Holt's (Khyber Pa- khtunkhwa) models were found to be superior in forecasting the HIV cases due to least forecasting error. The increasing trend in HIV cases is expected for all over Pakistan (2.2%), Islamabad (1.3%), Punjab (3.4%), Sindh (1.9%), Balochistan (4%) and Khyber Pakhtunkhwa (1.3%).

Conclusion: Increasing trend is expected for HIV cases in Pakistan.


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How to Cite
Imran M, Nasir JA, Riaz S. REGIONAL PATTERN OF HIV CASES IN PAKISTAN. J Postgrad Med Inst [Internet]. 2018 Mar. 23 [cited 2024 Mar. 1];32(1). Available from:
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