Big data is no new word in today’s tech wrapped world. Today in this corona crisis situation, Big data has emerged as an incomparable tech invention for different purposes.
It is used in the fight against CoronaVirus, thus suggesting the need for the further development of big data and requirement of Big Data analysis for different purposes.
There are many Big data specialist companies delivering Big Data solutions for better approaches to the result.
Countries are tapping into Big data, Internet Of Things and Machine learning to track and identify the outbreak. They are using digital technology to get real-time forecasts and help healthcare professionals and government for predicting the impact of the COVID-19.
Let’s switch back to the real topic we were talking about. Let’s know about the vital role played by Big Data in this COVID-19 fight.
Surveillance Infrastructure In China:
The first in the list is China as it is the place where COVID-19 first case was reported. China’s monitoring culture emerged as a powerful weapon in the fight against COVID-19. China installed thermal scanners in train stations to detect the body temperature and separate the probably infected one. As we know, high fever is the symptom of COVID-19; the passengers showing the symptom were stopped by health officials to undergo coronavirus testing. If the test comes positive, then the administration would alert all other passengers who might have exposure to the virus so that they could follow self-quarantine.
China has installed millions of security camera to keep a track over the citizens’ activities and curb the crime rates. These cameras were used to discover people who were not following the proposed quarantine to stop the spread of the virus.
If a person who was supposed to be in quarantine, but cameras tracked them outside their homes, authorities were called to take appropriate actions.
In fact, the Chinese government also used an app named “Close Contact Detector” that notified users if they had contact with someone who was corona virus-positive.
Travel verification reports/data shared by telecom providers were used to list all the cities visited by the user in the last 14 days to check whether quarantine was recommended based on their location or not.
The integration of data collected by using the surveillance system helped the country in exploring the ways to curb the spread of the coronavirus.
Big Data Analytics and Taiwan’s successful pandemic strategy:
After the observation of painful stage in China because of Corona spread, it was expected that Taiwan would be hit harder than China.
But, surprisingly, Taiwan faced the virus havoc very smartly. It used advanced technology and strong pandemic plan, which they prepared after the 2003 SARS outbreak to control the virus’s impact there.
Taiwan has integrated its national health insurance database with migration and custom database. Through this centralisation of data, the country faced the coronavirus strongly. They got real-time alerts regarding the probably infected one on the basis of symptoms & their travel history.
The country even had a QR code scanning and online reporting of travel and health symptoms that helped the medical officials to categorise the travellers’ infection risk. They even provided a toll-free hotline for citizens to report symptoms.
When the first corona case was reported, and WHO informed about the pneumonia of unknown cause in China, Taiwan activated all its warriors, including technology. This quick and active response taken by the country saved it from the severe effect of this fatal disease.
Use of Mobile Apps in Pandemic:
In America and Europe, people’s privacy is the priority still medical researchers and bioethics focused on the power of technology and supported its use for contact tracing in a pandemic.
Oxford University’s Big Data Institute co-operated with government officials to explain the advantages of a mobile app that provides valuable data for controlling coronavirus spread.
As we know, mostly coronavirus transmissions occur before the symptoms are visible thus speed and effectiveness to alarm people had been deemed as supreme during a pandemic like a coronavirus.
A mobile app that holds the advanced 21st-century technology can help in the notification process while maintaining principles to decelerate the infection spread rate.
In 2011, Tech experts had developed a solution to monitor and track the spread of flu efficiently, but the app wasn’t adopted, thus limited its usage.
Now organisations are working to develop app solutions that can provide a platform where people can self-identify their health status and symptoms.
For the development of such apps, there are many app development companies that offer the most advanced and reliable services.
Corona has not just given us health challenges but also providing necessary learning experiences for data science in healthcare.
In US, the government is conversing with tech hulks like google, Facebook, and many others to know the possibilities for using location data from smartphones to track the movements of its citizens and analyse the patterns.
Dashboard to track the virus spread:
Dashboard is another tool that has been proved helpful for citizens, healthcare workers, and government policymakers to see the progression of contagion and how invasive this virus would be.
Dashboard collects the data from around the world to display the no. of confirmed cases and deaths caused by coronavirus with locations.
This data can be analysed and used to create models and find the existing hotspot of the disease, which could help in proper decision making for the home-quarantine period and help healthcare systems to prepare for the coming challenges.
Outbreak analytics use all the available data like confirmed cases, infected people, deaths, map, population densities, traveller flow etc. and then process it using machine learning for the development of possible patterns of the disease. These models are further used to get the best predictions of the infection rates and results.
Thus, it is obvious that proper use of big data solutions and big data analysis can help countries in this pandemic. Big data, machine learning and other technologies can provide a model and predict the flow of a pandemic. It can analyse data to assist the health officials in preparation for the fight against Corona or any other future pandemics.