When Big Data and Plant-Based Medical Treatments Collide
Plant-based medical treatments are gaining popularity, as consumers become increasingly more privy to their various health benefits.
By 2030, the global botanical and plant-derived drug market is expected to reach $37.8 billion, at a compound annual growth rate (CAGR) of 3.5%.
Yet, while its future looks promising, the industry still some roadblocks to overcome. This graphic by RYAH MedTech looks at the key issues the plant-based medical industry is facing, and how big data can help solve them.
Key Industry Roadblocks
Plant-based treatments—such as medical cannabis—have come a long way in recent years. However, inconsistencies in regulation and dosage are making it hard for the industry to reach its full potential.
- Inconsistent regulation
Access to medical cannabis is still not equal across America, but legalization is becoming increasingly more widespread. For instance, Kansas passed a bill earlier this year that will legalize medical cannabis, as soon as the legislation is passed through the Senate.
- Inconsistent dosage standards
While consumers have expressed a desire for standardized dosing, there is no current jurisdiction to guide consumption. For example, studies have shown a lack of genetic consistency among different products that claim to use the same strain.
- Knowledge gap
Many physicians see the value in plant-based treatments, but some still don’t feel comfortable talking to patients about it. A recent survey found that 50% of Michigan-based healthcare respondents—where medical cannabis has been legal since 2008—didn’t feel comfortable answering patient questions about medical cannabis.
In order to overcome these challenges, the industry needs to fill the knowledge gap and ultimately boost credibility.
For this to happen, plant-based treatments need to become more predictable and standardized. And that’s where big data and analytics can help.
Big Data’s Big Role in the Industry
Big data refers to large datasets that continually grow. These datasets are made up of information that is sourced from things like apps, devices, and online platforms. The need to leverage data in the plant-based medicine industry has resulted in an explosion of innovation.
RYAH MedTech collects massive amounts of patient data through devices such as smart inhalers, pens, and patches. These devices track, synthesize, and analyze patient information, which can help create a more personalized treatment plan tailored to the patient and their specific needs.
In addition to helping boost the patient’s experience, big data also has the potential to fill the knowledge gap within the plant-based medical industry and give physicians the information they need, which could boost its overall credibility.
Data is the Answer
Plant-based medical treatments have vast potential—so much so, that adjacent industries are taking measures to protect their market share.
But the industry needs to become more standardized before it can level up. This is why companies like RYAH MedTech are helping to close the gap in missing data, through a suite of IoT devices and software.
Ranked: Emissions per Capita of the Top 30 U.S. Investor-Owned Utilities
Roughly 25% of all GHG emissions come from electricity production. See how the top 30 IOUs rank by emissions per capita.
Emissions per Capita of the Top 30 U.S. Investor-Owned Utilities
Approximately 25% of all U.S. greenhouse gas emissions (GHG) come from electricity generation.
Subsequently, this means investor-owned utilities (IOUs) will have a crucial role to play around carbon reduction initiatives. This is particularly true for the top 30 IOUs, where almost 75% of utility customers get their electricity from.
This infographic from the National Public Utilities Council ranks the largest IOUs by emissions per capita. By accounting for the varying customer bases they serve, we get a more accurate look at their green energy practices. Here’s how they line up.
Per Capita Rankings
The emissions per capita rankings for the top 30 investor-owned utilities have large disparities from one another.
Totals range from a high of 25.8 tons of CO2 per customer annually to a low of 0.5 tons.
|Utility||Emissions Per Capita (CO2 tons per year)||Total Emissions (M)|
|Berkshire Hathaway Energy||14.0||57.2|
|American Electric Power||9.2||50.9|
|Florida Power and Light||8.0||41.0|
|Portland General Electric||7.6||6.9|
|Pacific Gas and Electric||0.5||2.6|
|Next Era Energy Resources||0||1.1|
PNM Resources data is from 2019, all other data is as of 2020
Let’s start by looking at the higher scoring IOUs.
TransAlta emits 25.8 tons of CO2 emissions per customer, the largest of any utility on a per capita basis. Altogether, the company’s 630,000 customers emit 16.3 million metric tons. On a recent earnings call, its management discussed clear intent to phase out coal and grow their renewables mix by doubling their renewables fleet. And so far it appears they’ve been making good on their promise, having shut down the Canadian Highvale coal mine recently.
Vistra had the highest total emissions at 97 million tons of CO2 per year and is almost exclusively a coal and gas generator. However, the company announced plans for 60% reductions in CO2 emissions by 2030 and is striving to be carbon neutral by 2050. As the highest total emitter, this transition would make a noticeable impact on total utility emissions if successful.
Currently, based on their 4.3 million customers, Vistra sees per capita emissions of 22.4 tons a year. The utility is a key electricity provider for Texas, ad here’s how their electricity mix compares to that of the state as a whole:
|Energy Source||Vistra||State of Texas|
Despite their ambitious green energy pledges, for now only 1% of Vistra’s electricity comes from renewables compared to 24% for Texas, where wind energy is prospering.
Based on those scores, the average customer from some of the highest emitting utility groups emit about the same as a customer from each of the bottom seven, who clearly have greener energy practices. Let’s take a closer look at emissions for some of the bottom scoring entities.
Utilities With The Greenest Energy Practices
Groups with the lowest carbon emission scores are in many ways leaders on the path towards a greener future.
Exelon emits only 3.8 tons of CO2 emissions per capita annually and is one of the top clean power generators across the Americas. In the last decade they’ve reduced their GHG emissions by 18 million metric tons, and have recently teamed up with the state of Illinois through the Clean Energy Jobs Act. Through this, Exelon will receive $700 million in subsidies as it phases out coal and gas plants to meet 2030 and 2045 targets.
Consolidated Edison serves nearly 4 million customers with a large chunk coming from New York state. Altogether, they emit 1.6 tons of CO2 emissions per capita from their electricity generation.
The utility group is making notable strides towards a sustainable future by expanding its renewable projects and testing higher capacity limits. In addition, they are often praised for their financial management and carry the title of dividend aristocrat, having increased their dividend for 47 years and counting. In fact, this is the longest out of any utility company in the S&P 500.
A Sustainable Tomorrow
Altogether, utilities will have a pivotal role to play in decarbonization efforts. This is particularly true for the top 30 U.S. IOUs, who serve millions of Americans.
Ultimately, this means a unique moment for utilities is emerging. As the transition toward cleaner energy continues and various groups push to achieve their goals, all eyes will be on utilities to deliver.
The National Public Utilities Council is the go-to resource to learn how utilities can lead in the path towards decarbonization.
The Road to Decarbonization: How Asphalt is Affecting the Planet
The U.S. alone generates ∼12 million tons of asphalt shingles tear-off waste and installation scrap every year and more than 90% of it is dumped into landfills.
The Road to Decarbonization: How Asphalt is Affecting the Planet
Asphalt, also known as bitumen, has various applications in the modern economy, with annual demand reaching 110 million tons globally.
Until the 20th century, natural asphalt made from decomposed plants accounted for the majority of asphalt production. Today, most asphalt is refined from crude oil.
This graphic, sponsored by Northstar Clean Technologies, shows how new technologies to reuse and recycle asphalt can help protect the environment.
The Impact of Climate Change
Pollution from vehicles is expected to decline as electric vehicles replace internal combustion engines.
But pollution from asphalt could actually increase in the next decades because of rising temperatures in some parts of the Earth. When subjected to extreme temperatures, asphalt releases harmful greenhouse gases (GHG) into the atmosphere.
|Emissions from Road Construction (Source)||CO2 equivalent (%)|
|Excavators and Haulers||16%|
Asphalt paved surfaces and roofs make up approximately 45% and 20% of surfaces in U.S. cities, respectively. Furthermore, 75% of single-family detached homes in Canada and the U.S. have asphalt shingles on their roofs.
Reducing the Environmental Impact of Asphalt
Similar to roads, asphalt shingles have oil as the primary component, which is especially harmful to the environment.
Shingles do not decompose or biodegrade. The U.S. alone generates ∼12 million tons of asphalt shingles tear-off waste and installation scrap every year and more than 90% of it is dumped into landfills, the equivalent of 20 million barrels of oil.
But most of it can be reused, rather than taking up valuable landfill space.
Using technology, the primary components in shingles can be repurposed into liquid asphalt, aggregate, and fiber, for use in road construction, embankments, and new shingles.
Providing the construction industry with clean, sustainable processing solutions is also a big business opportunity. Canada alone is a $1.3 billion market for recovering and reprocessing shingles.
Northstar Clean Technologies is the only public company that repurposes 99% of asphalt shingles components that otherwise go to landfills.
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