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Differences in ILI+ (influenza-like illness positive) index and Baidu Influenza Search Index (BISI) across socioeconomic clusters. ( A ) Epidemic curves of the mean weekly ILI+ value by cluster. ( B ) Time series curve of the weekly BISI by cluster. ( C ) Distribution of weekly ILI+ by cluster. ( D ) Distribution of weekly BISI by cluster. ‘*’ denotes a statistically significant difference ( p < 0.05).

Journal: Vaccines

Article Title: A Human Mobility-Based Modeling Study of Influenza Vaccination Strategies Across Socioeconomically Disparate Regions in China

doi: 10.3390/vaccines14050425

Figure Lengend Snippet: Differences in ILI+ (influenza-like illness positive) index and Baidu Influenza Search Index (BISI) across socioeconomic clusters. ( A ) Epidemic curves of the mean weekly ILI+ value by cluster. ( B ) Time series curve of the weekly BISI by cluster. ( C ) Distribution of weekly ILI+ by cluster. ( D ) Distribution of weekly BISI by cluster. ‘*’ denotes a statistically significant difference ( p < 0.05).

Article Snippet: Initially, relevant data, including influenza-like illness (ILI) surveillance data (2014–2023) from the Chinese Center for Disease Control and Prevention (China CDC, Beijing, China), and demographic and provincial-level socioeconomic indicators—specifically per capita Gross Domestic Product (GDP)—were obtained from the National Bureau of Statistics of China (Beijing, China), and the population mobility data and search index were collected from Baidu, Inc. (Beijing, China).

Techniques:

The model-simulated epidemic validated with observed influenza case numbers, ILI+, and BISI trend. ILI+, influenza-like illness positive; BISI, Baidu Influenza Search Index.

Journal: Vaccines

Article Title: A Human Mobility-Based Modeling Study of Influenza Vaccination Strategies Across Socioeconomically Disparate Regions in China

doi: 10.3390/vaccines14050425

Figure Lengend Snippet: The model-simulated epidemic validated with observed influenza case numbers, ILI+, and BISI trend. ILI+, influenza-like illness positive; BISI, Baidu Influenza Search Index.

Article Snippet: Initially, relevant data, including influenza-like illness (ILI) surveillance data (2014–2023) from the Chinese Center for Disease Control and Prevention (China CDC, Beijing, China), and demographic and provincial-level socioeconomic indicators—specifically per capita Gross Domestic Product (GDP)—were obtained from the National Bureau of Statistics of China (Beijing, China), and the population mobility data and search index were collected from Baidu, Inc. (Beijing, China).

Techniques:

The model-simulated values of ILI+ index and BISI with observed data. ILI+, influenza-like illness positive; BISI, Baidu Influenza Search Index. ‘*’ denotes a statistically significant difference ( p < 0.05).

Journal: Vaccines

Article Title: A Human Mobility-Based Modeling Study of Influenza Vaccination Strategies Across Socioeconomically Disparate Regions in China

doi: 10.3390/vaccines14050425

Figure Lengend Snippet: The model-simulated values of ILI+ index and BISI with observed data. ILI+, influenza-like illness positive; BISI, Baidu Influenza Search Index. ‘*’ denotes a statistically significant difference ( p < 0.05).

Article Snippet: Initially, relevant data, including influenza-like illness (ILI) surveillance data (2014–2023) from the Chinese Center for Disease Control and Prevention (China CDC, Beijing, China), and demographic and provincial-level socioeconomic indicators—specifically per capita Gross Domestic Product (GDP)—were obtained from the National Bureau of Statistics of China (Beijing, China), and the population mobility data and search index were collected from Baidu, Inc. (Beijing, China).

Techniques: