Using Google Trends to Predict Pediatric Respiratory Syncytial Virus Encounters at a Major Health Care System

Matthew G Crowson1, David Witsell2, Antoine Eskander3

  • 1Department of Otolaryngology-Head & Neck Surgery, Sunnybrook Health Sciences Centre, Toronto, Ontario, M4N 3N5, Canada. matt.crowson@mail.utoronto.ca.

Insights

Google search trends for respiratory syncytial virus (RSV) can predict upcoming pediatric cases. This online search activity provides a lead time of nearly two days before increased healthcare encounters.

Area of Science:

  • Epidemiology
  • Public Health Surveillance
  • Health Informatics

Background:

  • Respiratory syncytial virus (RSV) is a significant cause of pediatric respiratory illness.
  • Predicting surges in RSV cases is crucial for healthcare resource allocation.
  • Existing methods for predicting RSV outbreaks have limitations.

Purpose of the Study:

  • To determine if Google search activity for RSV can predict healthcare encounters for pediatric RSV.
  • To quantify the lead time provided by Google search trends for RSV.
  • To assess the utility of internet search data for public health surveillance.

Main Methods:

  • Time series analysis comparing pediatric RSV encounter data (2005-2016) with North Carolina Google search data for RSV.
  • Granger Causality testing to assess predictive power.
  • Cross-correlation analysis to determine lag time between search interest and encounters.

Main Results:

  • Google search activity and pediatric RSV encounters exhibit similar seasonal patterns, peaking in winter.
  • Google search data for RSV significantly predicts pediatric RSV encounters (F=5.72, p<0.0001).
  • Increased Google search activity for RSV provided a lead time of approximately 1.47 days before observed increases in healthcare encounters.

Conclusions:

  • Google search trends offer a valuable, real-time indicator for predicting pediatric RSV healthcare utilization.
  • This predictive capability allows healthcare systems to anticipate patient influx and optimize resource management.
  • Integrating internet search data into public health surveillance can enhance preparedness for respiratory virus seasons.

Related Concept Videos

Common Respiratory Disorders01:31

Common Respiratory Disorders

Respiratory disorders, a prevalent health concern globally, are generally divided into two primary categories: upper and lower respiratory tract disorders. The categorization is based on the area of the respiratory system they affect.
Upper respiratory disorders impact the airways above the vocal cords, encompassing areas like the nose, sinuses, and throat. Various conditions fall under this category, including the common cold and allergic rhinitis. These disorders can stem from several causes,...
1.2K
Acute Respiratory Failure-II01:21

Acute Respiratory Failure-II

Type I Respiratory Failure, or hypoxemic respiratory failure, occurs when the partial pressure of oxygen (PaO2) in arterial blood falls below 60 mmHg while breathing room air without a corresponding increase in arterial carbon dioxide levels (PaCO2). This condition highlights a significant impairment in the lungs' capacity to oxygenate the blood.
The underlying physiological abnormalities that contribute to hypoxemic respiratory failure include:
941
Acute Respiratory Failure-I01:21

Acute Respiratory Failure-I

Acute respiratory failure is a condition characterized by the inability of the lungs to perform their primary function: gas exchange. This failure leads to insufficient oxygen levels (hypoxemia) in the blood, elevated carbon dioxide levels (hypercapnia), or both, causing critical impairment in organ function.
Definition: It is defined by specific criteria based on blood gas measurements. Hypoxemia happens when the partial pressure of oxygen (PaO2) falls below 60 mmHg. At the same time,...
745
Acute Respiratory Failure-V01:29

Acute Respiratory Failure-V

The treatment for acute respiratory failure varies based on factors like the underlying cause, overall health, and severity. A collaborative healthcare team is essential for early detection, often through arterial blood gas analysis. Identifying the cause is the primary goal, with treatment strategies adjusted for ventilation/perfusion (V/Q) mismatch, shunting, or diffusion impairment.
Ensure that patients are monitored continuously for their response to therapy, including changes in...
384
Respiratory Volumes01:15

Respiratory Volumes

Respiratory volumes are crucial metrics, meticulously measured to quantify the air exchanged in and out of the lungs during various phases of the breathing cycle. These precise measurements are vital for assessing lung function, diagnosing respiratory conditions, and monitoring overall respiratory health. Each parameter provides specific insights into the mechanics of breathing and the functional capacity of the lungs.
Tidal Volume (TV) Tidal volume (TV) is the air inhaled or exhaled in a...
2.7K
Acute Respiratory Failure-III01:30

Acute Respiratory Failure-III

Hypercapnic respiratory failure, also known as Type 2 or ventilatory respiratory failure, is a severe condition characterized by the body's inability to effectively remove carbon dioxide (CO2) from the bloodstream. It leads to an arterial CO2 pressure (PaCO2) exceeding 45 mmHg and a blood pH above 7.35. This situation indicates that the body's ventilatory demand, or the ventilation needed to maintain normal PaCO2 levels, surpasses its supply or the maximum gas flow achievable without...
679