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Forecasting future HIV infection cases: evidence from Indonesia
Maria Dyah Kurniasari1,2, Andrian Dolfriandra Huruta3,4, Hsiu Ting Tsai1,5
1School of Nursing, College of Nursing, Taipei Medical University, Taipei City, Republic of Tiongkok.
Social Work in Public Health
|December 4, 2020
Summary
HIV infection rates in Indonesia are projected to increase by nearly 37% by 2030. This rise in human immunodeficiency virus (HIV) cases is driven by treatment non-adherence despite available healthcare.
Area of Science:
- Epidemiology
- Public Health
- Biostatistics
Background:
- Indonesia faces a significant challenge with HIV infection incidence and prevalence, including diverse HIV-1 subtypes like CRF01_AE and B.
- Despite government initiatives and national health insurance covering Antiretroviral therapy (ART), challenges persist in HIV management.
Purpose of the Study:
- To forecast the number of HIV-positive patients in Indonesia from 2019 to 2030.
- To provide data for policy and decision-making to address the growing HIV epidemic.
Main Methods:
- Utilized the Autoregressive Integrated Moving Average (ARMA) model, specifically ARMA (1,1), for forecasting.
- Data forecasting initiated in March 2019, employing dynamic forecasting techniques.
Main Results:
- The study forecasts an increase in HIV-positive patients from 22,679 in 2019 to 36,255 by 2030, a rise of almost 37% over 12 years.
- Identified treatment non-adherence and cessation of Antiretroviral drug consumption as key drivers of the increasing trend.
Conclusions:
- Indonesia is projected to experience a growing trend in new HIV cases until 2030.
- The findings underscore the importance of continued investigation into HIV patient numbers for effective public health strategies and policy development.
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