Epidemiological and time series analysis on the incidence and death of AIDS and HIV in China

被引:47
作者
Xu, Bin [1 ,2 ]
Li, Jiayuan [1 ,2 ]
Wang, Mengqiao [1 ,2 ]
机构
[1] Sichuan Univ, West China Sch Publ Hlth, Dept Epidemiol & Biostat, Renmin South Rd 16, Chengdu 610041, Sichuan, Peoples R China
[2] Sichuan Univ, West China Hosp 4, Renmin South Rd 16, Chengdu 610041, Sichuan, Peoples R China
关键词
AIDS; HIV; Incidence; Death; ARIMA model; ARIMA MODEL; INFECTION; TRANSMISSION; PREVENTION; MANAGEMENT; NETWORK; VIRUS;
D O I
10.1186/s12889-020-09977-8
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
BackgroundTo investigate the regional and age-specific distribution of AIDS/HIV in China from 2004 to 2017 and to conduct time series analysis of the epidemiological trends.MethodUsing official surveillance data from publicly accessible database of the national infectious disease reporting system, we described long-term patterns of incidence and death in AIDS/HIV, analyzed age group and regional epidemic characteristics, and established Autoregressive Integrated Moving Average (ARIMA) models for time series analysis.ResultThe incidence and death of AIDS/HIV have increased rapidly from 2004 to 2017, with significant difference regarding age groups and provincial regions (a few provinces appear as hot spots). With goodness-of-fit criteria and using data from 2004 to 2015, ARIMA (0,1,3)x(2,0,0), ARIMA (3,1,0)x(1,0,1), and ARIMA (0,1,2)x(2,0,0) were chosen as the optimal model for the incidence of AIDS, HIV, and combined; ARIMA (0,1,3)x(1,0,0) was chosen as the optimal model for the death of AIDS, HIV, and combined. ARIMA models robustly predicted the incidence and death of AIDS/HIV in 2016 and 2017.ConclusionA focused intervention strategy targeting specific regions and age groups is essential for the prevention and control of AIDS/HIV. ARIMA models function as data-driven and evidence-based methods to forecast the trends of infectious diseases and formulate public health policies.
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页数:10
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共 30 条
[1]  
[Anonymous], 1995, Journal of Time Series Analysis, DOI [DOI 10.1111/J.1467-9892.1995.TB00251.X, 10.1111/j.1467-9892.1995.tb00251.x]
[2]   Time series analysis of malaria in Afghanistan: using ARIMA models to predict future trends in incidence [J].
Anwar, Mohammad Y. ;
Lewnard, Joseph A. ;
Parikh, Sunil ;
Pitzer, Virginia E. .
MALARIA JOURNAL, 2016, 15 :1-10
[3]   BEIJING - "Blood heads" and AIDS haunt China's countryside [J].
Beach, MV .
LANCET, 2001, 357 (9249) :49-49
[4]   Long-term Virological Outcomes of First-Line Antiretroviral Therapy for HIV-1 in Low- and Middle-Income Countries: A Systematic Review and Meta-analysis [J].
Boender, T. Sonia ;
Sigaloff, Kim C. E. ;
McMahon, James H. ;
Kiertiburanakul, Sasisopin ;
Jordan, Michael R. ;
Barcarolo, Jhoney ;
Ford, Nathan ;
de Wit, Tobias F. Rinke ;
Bertagnolio, Silvia .
CLINICAL INFECTIOUS DISEASES, 2015, 61 (09) :1453-1461
[5]   Detailed Transmission Network Analysis of a Large Opiate-Driven Outbreak of HIV Infection In the United States [J].
Campbell, Ellsworth M. ;
Jia, Hongwei ;
Shankar, Anupama ;
Hanson, Debra ;
Luo, Wei ;
Masciotra, Silvina ;
Owen, S. Michele ;
Oster, Alexandra M. ;
Galang, Romeo R. ;
Spiller, Michael W. ;
Blosser, Sara J. ;
Chapman, Erika ;
Roseberry, Jeremy C. ;
Gentry, Jessica ;
Pontones, Pamela ;
Duwve, Joan ;
Peyrani, Paula ;
Kagan, Ron M. ;
Whitcomb, Jeannette M. ;
Peters, Philip J. ;
Heneine, Walid ;
Brooks, John T. ;
Switzer, William M. .
JOURNAL OF INFECTIOUS DISEASES, 2017, 216 (09) :1053-1062
[6]   Integrating prevention of mother-to-child HIV transmission (PMTCT) programmes with other health services for preventing HIV infection and improving HIV outcomes in developing countries [J].
Car, Lorainne Tudor ;
van-Velthoven, Michelle H. M. M. T. ;
Brusamento, Serena ;
Elmoniry, Hoda ;
Car, Josip ;
Majeed, Azeem ;
Atun, Rifat .
COCHRANE DATABASE OF SYSTEMATIC REVIEWS, 2011, (06)
[7]   The end of AIDS: HIV infection as a chronic disease [J].
Deeks, Steven G. ;
Lewin, Sharon R. ;
Havlir, Diane V. .
LANCET, 2013, 382 (9903) :1525-1533
[8]   On the distributions of Augmented Dickey-Fuller statistics in processes with moving average components [J].
Galbraith, JW ;
Zinde-Walsh, V .
JOURNAL OF ECONOMETRICS, 1999, 93 (01) :25-47
[9]   TIME-SERIES ANALYSIS - FORECASTING AND CONTROL - BOX,GEP AND JENKINS,GM [J].
GEURTS, M .
JOURNAL OF MARKETING RESEARCH, 1977, 14 (02) :269-269
[10]   Trend of HIV/AIDS for the last 26 years and predicting achievement of the 90-90-90 HIV prevention targets by 2020 in Ethiopia: a time series analysis [J].
Girum, Tadele ;
Wasie, Abebaw ;
Worku, Abdulsemed .
BMC INFECTIOUS DISEASES, 2018, 18