Technology
Long Waves: The History of Innovation Cycles
Long Waves: How Innovation Cycles Influence Growth
Creative destruction plays a key role in entrepreneurship and economic development.
Coined by economist Joseph Schumpeter in 1942, the theory of “creative destruction” suggests that business cycles operate under long waves of innovation. Specifically, as markets are disrupted, key clusters of industries have outsized effects on the economy.
Take the railway industry, for example. At the turn of the 19th century, railways completely reshaped urban demographics and trade. Similarly, the internet disrupted entire industries—from media to retail.
The above infographic shows how innovation cycles have impacted economies since 1785, and what’s next for the future.
Innovation Cycles: The Six Waves
From the first wave of textiles and water power in the industrial revolution, to the internet in the 1990s, here are the six waves of innovation and their key breakthroughs.
First Wave | Second Wave | Third Wave | Fourth Wave | Fifth Wave | Sixth Wave |
---|---|---|---|---|---|
Water Power Textiles Iron | Steam Rail Steel | Electricity Chemicals Internal-Combustion Engine | Petrochemicals Electronics Aviation | Digital Network Software New Media | Digitization (AI, IoT, AV, Robots & Drones) Clean Tech |
60 years | 55 years | 50 years | 40 years | 30 years | 25 years |
Source: Edelsen Institute, Detlef Reis
During the first wave of the Industrial Revolution, water power was instrumental in manufacturing paper, textiles, and iron goods. Unlike the mills of the past, full-sized dams fed turbines through complex belt systems. Advances in textiles brought the first factory, and cities expanded around them.
With the second wave, between about 1845 and 1900, came significant rail, steam, and steel advancements. The rail industry alone affected countless industries, from iron and oil to steel and copper. In turn, great railway monopolies were formed.
The emergence of electricity powering light and telephone communication through the third wave dominated the first half of the 1900s. Henry Ford introduced the Model T, and the assembly line transformed the auto industry. Automobiles became closely linked with the expansion of the American metropolis. Later, in the fourth wave, aviation revolutionized travel.
After the internet emerged by the early 1990s, barriers to information were upended. New media changed political discourse, news cycles, and communication in the fifth wave. The internet ushered in a new frontier of globalization, a borderless landscape of digital information flows.
Market Power
To the economist Schumpeter, technological innovations boosted economic growth and improved living standards.
However, these disruptors can also have a tendency to lead to monopolies. Especially during a cycle’s upswing, the strongest players realize wide margins, establish moats, and fend off rivals. Typically, these cycles begin when the innovations become of general use.
Of course, this can be seen today—never has the world been so closely connected. Information is more centralized than it has ever been, with Big Tech dominating global search traffic, social networks, and advertising.
Like the Big Tech behemoths of today, the rail industry had the power to control prices and push out competitors during the 19th century. At the peak, listed shares of rail companies on the New York Stock Exchange made up 60% of total stock market capitalization.
Waves of Change
As cycle longevity continues to shorten, the fifth wave may have a few years left under its belt.
The sixth wave, marked by artificial intelligence and digitization across information of things (IoT), robotics, and drones, will likely paint an entirely new picture. Namely, the automation of systems, predictive analytics, and data processing could make an impact. In turn, physical goods and services will likely be digitized. The time to complete tasks could shift from hours to even seconds.
At the same time, clean tech could come to the forefront. At the heart of each technological innovation is solving complex problems, and climate concerns are becoming increasingly pressing. Lower costs in solar PV and wind are also predicating efficiency advantages.
Technology
The Top Downloaded Apps in 2022
Six of the top 10 most downloaded apps in Q1 2022 were social media apps, and four of them are owned by Meta.

The Top Downloaded Apps in 2022
Whether they’re providing a service like ride-sharing or acting as a mere source of entertainment, mobile apps have become an integral part of many peoples’ day-to-day lives.
But which apps are most popular among users?
This graphic uses data from a recent report by Sensor Tower to show the top 10 most downloaded apps around the world in Q1 2022 from the Google Play and Apple App Store.
Social Reigns Supreme
According to the report, total app downloads reached 36.9 billion in Q1 2022, a 1.4% increase compared to Q1 2021.
A majority of the top 10 most downloaded apps were social media platforms, with Meta and ByteDance owning six of the top 10.
Rank | App | Category |
---|---|---|
1 | TikTok | Entertainment |
2 | Photo and video | |
3 | Social networking | |
4 | Messaging | |
5 | Shopee | Shopping |
6 | Telegram | Messaging |
7 | Snapchat | Photo and video |
8 | Messenger | Messaging |
9 | CapCut | Photo and video |
10 | Spotify | Music |
Meta’s four platforms on the list are Instagram, Facebook, WhatsApp, and Messenger, while ByteDance owns TikTok and video-editing platform CapCut.
Just outside the top 10 are Zoom and WhatsApp Business (yet another Meta-owned app).
TikTok’s Winding Road to the Top
In Q1 2021, TikTok exceeded 3.5 billion all-time downloads, becoming the fifth app (and the first non-Meta app) to reach this milestone. This is impressive considering the app has been banned in India as of June 2020. Prior to the ban, India accounted for 30% of TikTok’s downloads.
India’s not the only country that’s banned the use of TikTok. Pakistan has blocked TikTok multiple times because of concerns over “inappropriate” content. However, it’s worth noting that the bans in Pakistan only lasted a few days before being lifted, and currently, Pakistanis are able to access the platform.
Top 10 Highest Grossing Apps
TikTok isn’t just the most downloaded app in the world—it’s also the highest-grossing non-game app, based on Q1 2022 revenue from the App Store and Google Play:
Rank | App | Category |
---|---|---|
1 | TikTok | Entertainment |
2 | YouTube | Photo and video |
3 | Disney+ | Entertainment |
4 | Google One | Productivity |
5 | Tinder | Lifestyle |
6 | Piccoma | Books |
7 | Tencent Video | Entertainment |
8 | iQIYI | Entertainment |
9 | HBO Max | Entertainment |
10 | LINE Manga | Entertainment |
TikTok generated an impressive $821 million in consumer spending in the last quarter. The video-sharing platform was the top-grossing app on the App Store, and the second-highest-grossing on Google Play, coming just after Google One.
While none of Meta’s platforms made it onto the top 10 list for gross revenue, these platforms make a ton of money that doesn’t necessarily flow through app stores. In 2021, Meta generated more than $117.9 billion in revenue, with over 97% of that coming from ads.
Growth’s on the Horizon
The pandemic had a massive impact on the app market.
In 2020, app spending on things like premium access, in-app purchases, and subscriptions surged by 30% year-over-year to reach $111 billion.
And while COVID-19 restrictions are easing in most places around the world, app spending isn’t likely to taper off anytime soon. By 2025, spending is expected to grow to $270 billion.
Technology
Synthetic Biology: The $3.6 Trillion Science Changing Life as We Know It
The field of synthetic biology could solve problems in a wide range of industries, from medicine to agriculture—here’s how.

How Synthetic Biology Could Change Life as we Know it
Synthetic biology (synbio) is a field of science that redesigns organisms in an effort to enhance and support human life. According to one projection, this rapidly growing field of science is expected to reach $28.8 billion in global revenue by 2026.
Although it has the potential to transform many aspects of society, things could go horribly wrong if synbio is used for malicious or unethical reasons. This infographic explores the opportunities and potential risks that this budding field of science has to offer.
What is Synthetic Biology?
We’ve covered the basics of synbio in previous work, but as a refresher, here’s a quick explanation of what synbio is and how it works.
Synbio is an area of scientific research that involves editing and redesigning different biological components and systems in various organisms.
It’s like genetic engineering but done at a more granular level—while genetic engineering transfers ready-made genetic material between organisms, synbio can build new genetic material from scratch.
The Opportunities of Synbio
This field of science has a plethora of real-world applications that could transform our everyday lives. A study by McKinsey found over 400 potential uses for synbio, which were broken down into four main categories:
- Human health and performance
- Agriculture and food
- Consumer products and services
- Materials and energy production
If those potential uses become reality in the coming years, they could have a direct economic impact of up to $3.6 trillion per year by 2030-2040.
1. Human Health and Performance
The medical and health sector is predicted to be significantly influenced by synbio, with an economic impact of up to $1.3 trillion each year by 2030-2040.
Synbio has a wide range of medical applications. For instance, it can be used to manipulate biological pathways in yeast to produce an anti-malaria treatment.
It could also enhance gene therapy. Using synbio techniques, the British biotech company Touchlight Genetics is working on a way to build synthetic DNA without the use of bacteria, which would be a game-changer for the field of gene therapy.
2. Agriculture and Food
Synbio has the potential to make a big splash in the agricultural sector as well—up to $1.2 trillion per year by as early as 2030.
One example of this is synbio’s role in cellular agriculture, which is when meat is created from cells directly. The cost of creating lab-grown meat has decreased significantly in recent years, and because of this, various startups around the world are beginning to develop a variety of cell-based meat products.
3. Consumer Products and Services
Using synthetic biology, products could be tailored to suit an individual’s unique needs. This would be useful in fields such as genetic ancestry testing, gene therapy, and age-related skin procedures.
By 2030-2040, synthetic biology could have an economic impact on consumer products and services to the tune of up to $800 billion per year.
4. Materials and Energy Production
Synbio could also be used to boost efficiency in clean energy and biofuel production. For instance, microalgae are currently being “reprogrammed” to produce clean energy in an economically feasible way.
This, along with other material and energy improvements through synbio methods, could have a direct economic impact of up to $300 billion each year.
The Potential Risks of Synbio
While the potential economic and societal benefits of synthetic biology are vast, there are a number of risks to be aware of as well:
- Unintended biological consequences: Making tweaks to any biological system can have ripple effects across entire ecosystems or species. When any sort of lifeform is manipulated, things don’t always go according to plan.
- Moral issues: How far we’re comfortable going with synbio depends on our values. Certain synbio applications, such as embryo editing, are controversial. If these types of applications become mainstream, they could have massive societal implications, with the potential to increase polarization within communities.
- Unequal access: Innovation and progress in synbio is happening faster in wealthier countries than it is in developing ones. If this trend continues, access to these types of technology may not be equal worldwide. We’ve already witnessed this type of access gap during the rollout of COVID-19 vaccines, where a majority of vaccines have been administered in rich countries.
- Bioweaponry: Synbio could be used to recreate viruses, or manipulate bacteria to make it more dangerous, if used with ill intent.
According to a group of scientists at the University of Edinburgh, communication between the public, synthetic biologists, and political decision-makers is crucial so that these societal and environmental risks can be mitigated.
Balancing Risk and Reward
Despite the risks involved, innovation in synbio is happening at a rapid pace.
By 2030, most people will have likely eaten, worn, or been treated by a product created by synthetic biology, according to synthetic biologist Christopher A. Voigt.
Our choices today will dictate the future of synbio, and how we navigate through this space will have a massive impact on our future—for better, or for worse.
-
Misc5 days ago
The Top 10 Largest Nuclear Explosions, Visualized
-
Technology3 weeks ago
How Do Big Tech Giants Make Their Billions?
-
Green4 weeks ago
Visualizing All Electric Car Models Available in the U.S.
-
Markets4 weeks ago
Satellite Maps: Shanghai’s Supply Chain Standstill
-
Energy1 week ago
Mapped: Solar and Wind Power by Country
-
Datastream3 weeks ago
Visualizing Companies with the Most Patents Granted in 2021
-
Markets3 weeks ago
Why Investors Tuned Out Netflix
-
Technology1 week ago
Synthetic Biology: The $3.6 Trillion Science Changing Life as We Know It