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How Big Data Will Unlock the Potential of Healthcare

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Navigating Transformative Forces in HealthcareHow Big Data Will Unlock the Potential of HealthcareHow Tech is Changing How Healthcare Must Communicate With PatientsThe Amazonification of HealthcareHow Artificial Intelligence is Transforming Clinical Trial RecruitmentEHR as a GPS for HealthcareMillennial Doctors Transforming Medicine

How Big Data Will Unlock the Potential of Healthcare

How Big Data Will Unlock the Potential of Healthcare

Data is driving the future of business, and any company not prepared for this transformation is at risk of being left behind.

This is a reality in almost every sector, but it’s especially relevant to companies in the healthcare industry. That’s because the amount of health data being created is growing at a 48% rate annually, and by 2020, a Stanford University study estimates that 2,314 exabytes of healthcare data will be produced per year.

Simply put, the companies that can extract meaningful insights from these mountains of data will have a serious and durable competitive advantage – and those that don’t have a proper strategy for this boom in data will get lost in the weeds.

Breaking Down Big Data

Today’s infographic comes to us from Publicis Health, and it shows why big data is one of the six forces transforming the life sciences and pharmaceuticals industries.

Big data in healthcare spans four different dimensions:

Volume
The sheer amount of data created can be processed and interpreted by AI.

Veracity
Noise, abnormality, and biases can undermine trust and accuracy of data. Data assurance can help guarantee analytics are credible and error-free.

Velocity
Healthcare is time sensitive, and being able to process large amounts of data in real-time is crucial.

Variety
Big data comes from a myriad of sources, such as social media or IoT devices. Actionable insights can be gained from analyzing different data sources together.

Healthcare businesses must learn to quickly distill information from masses of data and to transform them into actionable insights. The ability to extract these insights will power the future of health, and become a differentiator for companies to thrive and stay ahead of emerging competitors.

Analytical Nirvana

How can companies reach “analytical nirvana”, a state where analytics can be used for strategic differentiation?

Companies must move towards being more service-focused, by transforming data into compelling stories that bridge the gap between customer engagement and action.

Further, this change must be powered by predictive health intelligence that can interpret data to create more personalized experiences for customers. Finally, data must be democratized throughout an organization, so that even non-analysts can deploy gained insights to achieve these other goals.

This journey may seem like a daunting task, but companies that successfully navigate this transformation will gain an edge that will continue to grow in importance in the digital era.

This is part two of a seven part series. Stay tuned by subscribing to Visual Capitalist for free, as we go into these six forces in more detail in the future.

Navigating Transformative Forces in HealthcareHow Big Data Will Unlock the Potential of HealthcareHow Tech is Changing How Healthcare Must Communicate With PatientsThe Amazonification of HealthcareHow Artificial Intelligence is Transforming Clinical Trial RecruitmentEHR as a GPS for HealthcareMillennial Doctors Transforming Medicine
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United States

Mapped: Countries Where Recreational Cannabis is Legal

In total, only nine countries have fully legalized recreational cannabis use.

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This map shows the countries where recreational cannabis use is allowed as of April 2024.

Countries Where Recreational Cannabis is Legal

This was originally posted on our Voronoi app. Download the app for free on iOS or Android and discover incredible data-driven charts from a variety of trusted sources.

In 2024, Germany became the third European Union country to legalize cannabis for personal use, following Malta and Luxembourg.

Here, we map the countries where recreational cannabis use is allowed as of April 2024, based on data from Wikipedia.

Limited to Few Countries

In total, only nine countries have legalized recreational cannabis use nationwide. However, just a few of them have licensed sales.

CountryEffective dateLicensed sales since
🇺🇾 UruguayDecember 2013July 2017
🇬🇪 Georgia30 July 2018Never authorized
🇿🇦 South Africa18 September 2018Never authorized
🇨🇦 Canada17 October 201817 October 2018
🇲🇽 Mexico28 June 2021Never authorized
🇲🇹 Malta14 December 2021Never authorized
🇹🇭 Thailand9 June 20229 June 2022
🇱🇺 Luxembourg21 July 2023Never authorized
🇩🇪 Germany1 April 2024Never authorized
🇺🇸 U.S.Varies by stateVaries by state
🇦🇺 AustraliaVaries by jurisdictionNever authorized

At the federal level, cannabis is still considered an illegal substance in the United States. That said, individual states do have the right to determine their laws around cannabis sales and usage. Currently, cannabis is allowed in 24 states, 3 territories, and the District of Columbia.

Interestingly, the oldest legal text concerning cannabis dates back to the 1600s—when the colony of Virginia required every farm to grow and produce hemp.

Since then, cannabis use was fairly widespread until the 1930s when the Marihuana Tax Act was enforced, prohibiting marijuana federally but still technically allowing for medical use.

Today, the U.S. cannabis market is a $30 billion business. By the end of the decade, that number is expected to be anywhere from $58 billion to as much as $72 billion.

Similar to the U.S., Australia does not allow the use at the national level, but cannabis can be used legally in the Australian Capital Territory, which includes the capital Canberra.

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