1.Leveraging social networking sites for disease surveillance and public sensing: the case of the 2013 avian influenza A(H7N9) outbreak in China
Zhang Emma Xuxiao ; Yang Yinping ; Di Shang Richard ; Simons Joseph John Pyne ; Quek Boon Kiat ; Yin Xiao Feng ; See Wanhan ; Oh Olivia Seen Huey ; Nandar Khine Sein Tun ; Ling Vivienne Ruo Yun ; Chan Pei Pei ; Wang Zhaoxia ; Goh Rick Siow Mong ; James Lyn ; Tey Jeannie Su Hui
Western Pacific Surveillance and Response 2015;6(2):66-72
We conducted in-depth analysis on the use of a popular Chinese social networking and microblogging site, Sina Weibo, to monitor an avian influenza A(H7N9) outbreak in China and to assess the value of social networking sites in the surveillance of disease outbreaks that occur overseas. Two data sets were employed for our analysis: a line listing of confirmed cases obtained from conventional public health information channels and case information from Weibo posts. Our findings showed that the level of activity on Weibo corresponded with the number of new cases reported. In addition, the reporting of new cases on Weibo was significantly faster than those of conventional reporting sites and non-local news media. A qualitative review of the functions of Weibo also revealed that Weibo enabled timely monitoring of other outbreak-relevant information, provided access to additional crowd-sourced epidemiological information and was leveraged by the local government as an interactive platform for risk communication and monitoring public sentiment on the policy response. Our analysis demonstrated the potential for social networking sites to be used by public health agencies to enhance traditional communicable disease surveillance systems for the global surveillance of overseas public health threats. Social networking sites also can be used by governments for calibration of response policies and measures and for risk communication.
2.Chinese neonatal birth weight curve for different gestational age.
Li ZHU ; Rong ZHANG ; Shulian ZHANG ; Wenjing SHI ; Weili YAN ; Xiaoli WANG ; Qin LYU ; Ling LIU ; Qin ZHOU ; Quanfang QIU ; Xiaoying LI ; Haiying HE ; Jimei WANG ; Ruichun LI ; Jiarong LU ; Zhaoqing YIN ; Ping SU ; Xinzhu LIN ; Fang GUO ; Hui ZHANG ; Shujun LI ; Hua XIN ; Yanqing HAN ; Hongyun WANG ; Dongmei CHEN ; Zhankui LI ; Huiqin WANG ; Yinping QIU ; Huayan LIU ; Jie YANG ; Xiaoli YANG ; Mingxia LI ; Wenjing LI ; Shuping HAN ; Bei CAO ; Bin YI ; Yihui ZHANG ; Chao CHEN ; null
Chinese Journal of Pediatrics 2015;53(2):97-103
OBJECTIVESince 1986, the reference of birth weight for gestational age has not been updated. The aim of this study was to set up Chinese neonatal network to investigate the current situation of birth weight in China, especially preterm birth weight, to develop the new reference for birth weight for gestational age and birth weight curve.
METHODA nationwide neonatology network was established in China. This survey was carried out in 63 hospitals of 23 provinces, municipalities and autonomous regions. We continuously collected the information of live births in participating hospitals during the study period of 2011-2014. Data describing birth weight and gestational age were collected prospectively. Newborn's birth weight was measured by electronic scale within 2 hours after birth when baby was undressed. The evaluation of gestational age was based on the combination of mother's last menstrual period, ultrasound in first trimester and gestational age estimation by gestational age scoring system.
STATISTICAL ANALYSISthe growth curve was drawn by using LMSP method, which was conducted in GAMLSS 1.9-4 software package in R software 2.11.1.
RESULTA total of 159 334 newborn infants were enrolled in this study. There were 84 447 male and 74 907 female. The mean birth weight was (3 232 ± 555) g, the mean birth weight of male newborn was (3 271 ± 576) g, the mean weight of female newborn was (3 188 ± 528) g. The test of the variables' distribution suggested that the distribution of gestational age and birth weight did not fit the normal distribution, the optimal distribution for them was BCT distribution. The Q-Q plot test and worm plot test suggested that this curve fitted the distribution optimally. The male and female neonatal birth weight curve was developed using the same method.
CONCLUSIONUsing GAMLSS method to establish nationwide neonatal birth weight curve, and the first time to update the birth weight reference in recent 28 years.
Birth Weight ; China ; Female ; Gestational Age ; Humans ; Infant, Low Birth Weight ; Infant, Newborn ; Male