Aberration detection in influenza trends in Iran by using cumulative sum chart and period regression

被引:1
|
作者
Alimohamadi, Yousef [1 ]
Mehri, Ahmad [2 ]
Janani, Majid [2 ]
Sepandi, Mojtaba [3 ]
机构
[1] Iran Univ Med Sci, Inst Immunol & Infect Dis, Antimicrobial Resistance Res Ctr, Tehran, Iran
[2] Univ Tehran Med Sci, Sch Publ Hlth, Dept Epidemiol & Biostat, Tehran, Iran
[3] Baqiyatallah Univ Med Sci, Lifestyle Inst, Hlth Res Ctr, South Sheykhbahaee Ave, Tehran 14359113189, Iran
来源
关键词
Aberration detection; CUSUM; Influenza; Iran; Period regression; CRITICALLY-ILL PATIENTS; STATISTICAL-METHODS; OUTBREAKS; SURVEILLANCE; INFECTION; EPIDEMICS; A(H1N1); DISEASE;
D O I
10.1016/j.jtumed.2020.09.002
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Objectives: This study aims to determine the alarm thresholds in influenza outbreaks and aberration detection in the influenza trend in Iran by using cumulative sum control chart (CUSUM) and period regression. Methods: We used the weekly reported influenza-positive (types A and B) cases from Iran between January 2015 and November 2019. The period regression model and CUSUM chart were used as detection algorithms to figure out the alarm thresholds. Results: The mean +/- SD and the median (95% CI) of the determined threshold per week were 34.85 +/- 15.29 and 28.30 (17.67-64.62). According to the period regression, there were nine epidemic periods of influenza from 2015 to 2019. By using the CUSUM and considering a different h (h is an appropriate value that leads to the desired estimation for upper control limit) for the calculation of the upper control limit, 88, 84, 73 and 67 weeks were determined as the epidemic period. Conclusion: According to the current study, the incidence of influenza showed a cyclic pattern and the epidemic recurred each year. Understanding this cyclical pattern can help health policymakers launch prevention programs such as vaccination during certain months of the year.
引用
收藏
页码:529 / 535
页数:7
相关论文
共 26 条
  • [1] On efficient change point detection using a step cumulative sum control chart
    Abbas, Nasir
    QUALITY ENGINEERING, 2023, 35 (04) : 712 - 728
  • [2] Determination of potential failure Initiation Time using Cumulative Sum Chart
    Al-Najjar, Basim
    IFAC PAPERSONLINE, 2016, 49 (28): : 43 - 48
  • [3] Fault Detection for Wind Turbine System Using Fractional Extended Dispersion Entropy and Cumulative Sum Control Chart
    Shao, Kaixuan
    He, Yigang
    Liu, Xiaoyan
    Xing, Zhikai
    Du, Bolun
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2022, 71
  • [4] Rolling Bearing Fault Detection Based on Vibration Signal Analysis and Cumulative Sum Control Chart
    Jawad, Saja Mohammed
    Jaber, Alaa Abdulhady
    FME TRANSACTIONS, 2021, 49 (03): : 684 - 695
  • [5] A new cumulative sum control chart for monitoring the process mean using varied L ranked set sampling
    Awais, Muhammad
    Haq, Abdul
    JOURNAL OF INDUSTRIAL AND PRODUCTION ENGINEERING, 2018, 35 (02) : 74 - 90
  • [6] AR-based method for change detection using dynamic cumulative sum
    El Falou, W
    Khalil, M
    Duchene, J
    ICECS 2000: 7TH IEEE INTERNATIONAL CONFERENCE ON ELECTRONICS, CIRCUITS & SYSTEMS, VOLS I AND II, 2000, : 157 - 160
  • [7] Identification of the period of stability in a balance test after stepping up using a simplified cumulative sum
    Safieddine, Doha
    Chkeir, Aly
    Herlem, Cyrille
    Bera, Delphine
    Collart, Michele
    Novella, Jean-Luc
    Drame, Moustapha
    Hewson, David J.
    Duchene, Jacques
    MEDICAL ENGINEERING & PHYSICS, 2017, 49 : 14 - 21
  • [8] Designing a cumulative sum control chart using generalised Conway-Maxwell-Poisson distribution for monitoring the count data
    Mustafa, Fakhar
    Sherwani, Rehan Ahmad Khan
    Raza, Muhammad Ali
    EUROPEAN JOURNAL OF INDUSTRIAL ENGINEERING, 2024, 18 (05) : 637 - 668
  • [9] Anomaly Detection Approach Using Adaptive Cumulative Sum Algorithm for Controller Area Network
    Olufowobi, Habeeb
    Ezeobi, Uchenna
    Muhati, Eric
    Robinson, Gaylon
    Young, Clinton
    Zambreno, Joseph
    Bloom, Gedare
    PROCEEDINGS OF THE ACM WORKSHOP ON AUTOMOTIVE CYBERSECURITY (AUTOSEC '19), 2019, : 25 - 30
  • [10] Detection and Correction of Element Failures Using a Cumulative Sum Scheme for Active Phased Arrays
    Chen, Yen-Sheng
    Tsai, I-Lin
    IEEE ACCESS, 2018, 6 : 8797 - 8809