New Study Reveals Which Forces Are Driving Electric Vehicle Adoption

David Shultz

David Shultz reports on clean technology and electric vehicles, among other industries, for dot.LA. His writing has appeared in The Atlantic, Outside, Nautilus and many other publications.

New Study Reveals Which Forces Are Driving Electric Vehicle Adoption
Photo by Jannes Glas on Unsplash

The state of California wants 100% of new passenger vehicles sales to be fully electric by 2035. Last year, the state hit a nation-leading 16%. That’s pretty good, but 84% is still a long way to go.

A new study, published Monday in Proceedings of the National Academy of Sciences, investigates which factors have been responsible for the rise in new EV sales nationally. The findings indicate that consumers are increasingly likely to choose an electric vehicle, and nearly all of the gains can be explained simply by improving technologies.


Principally, the researchers tried to tease apart whether improvements in the technology or just plain old consumer preferences have driven EV adoption. Kenneth Gillingham, one of the authors of the new study, said that at the outset, he expected both factors to be working in tandem: As EVs go mainstream, people become more accustomed to them, they ride in them, their friends or family might buy one, while simultaneously, the range, the features, the charging speed all improve and make the case more compelling.

However, the study found that that’s not actually the case. Only the improving tech explained the rise in EV adoption. The result echoes what previous surveys about Tesla have shown: People care less about whether the car is electric and more about what the car can do.

The new study used a survey of potential new car buyers that were recruited online in a nationally-representative sample. Buyers were shown head-to-head comparisons of vehicles, where one was electric and one was not. Both vehicles were identical aesthetically, but differed in their price, powertrain, operating cost, acceleration time, range, fast charging capability, and brand country-of-origin. These traits were randomized, and then the buyers chose which vehicle they preferred. “That's the beauty of this type of exercise,” says Gillingham. “We can keep all the intangibles the same, but focus on differences in things that really matter to people.”

The experiment’s design allowed the researchers to understand how much more buyers were willing to spend on electric cars, and which technologies made the biggest impact on their willingness to pay. Importantly, the researchers could also compare this new data to a similar study conducted in 2013, to gauge how attitudes are changing and make predictions about the future.

Unsurprisingly, the data shows that range remains among buyer’s biggest hang ups when it comes to buying an electric vehicle. For instance, when evaluating the electric 2022 Nissan Leaf, buyers reported that the range of 149 miles–even with fast charging–decreased their willingness to pay by over $10,000 compared to the gasoline-powered 2022 Nissan Versa. In other words, you’d have to knock $10k off the asking price to make the cars equivalent in the eyes of the buyer. However, other features like a lower cost of ownership and a faster acceleration time brought the Leaf almost back to even with the Versa. And if the Leaf’s range increases to 300 miles (which puts it at ~100 miles less than the range of the Versa), as researchers expect in the next several years, the gains in acceleration and cost of ownership suddenly bring the Leaf ahead of its gasoline-powered equivalent.

Willingness-to-purchase (WTP) for attributes for Nissan Leaf relative to Nissan Versa

Those same sorts of patterns played out over and over again in the study, where eventually the tech improves to a point where suddenly the electric vehicle just looks like the better car and buyers make the switch. If technology continues to improve at the current pace and EV costs continue to decline as they have been, the researchers estimate that by 2030, most buyers will choose the EV in a head to head comparison to an equivalent gas-powered car. “If those projections come to bear, it’s entirely feasible that we literally could have half of the new cars and SUVs being electric by 2030,” says Gillingam.

Of course the question is, will the market be able to actually supply enough vehicles to meet that demand. The new study demonstrates just how massive the potential market might be in just seven year’s time. The feasibility of actually getting supply chains in place, manufacturing online, and building enough vehicles to capture that demand, however, remains another question outside the scope of this research. The opportunity is there, though, says Gillingham. “If you are a large automaker, you probably are gonna want to have an electric version of many of your best sellers, given how large the market appears to be.”

🏰 Disney's Epic Investment Stands Out Amidst Gaming Industry Layoffs

Christian Hetrick

Christian Hetrick is dot.LA's Entertainment Tech Reporter. He was formerly a business reporter for the Philadelphia Inquirer and reported on New Jersey politics for the Observer and the Press of Atlantic City.

🔦 Spotlight

In the midst of widespread gaming industry layoffs, a glimmer of positive news emerges as Disney announces a significant move: a $1.5 billion investment in Epic Games. 🏰💰🐭

Image Source: Disney

Disney's $1.5 billion investment in Epic Games, disclosed late Wednesday, signals a strategic alignment aimed at expanding the success of "Fortnite." The deal enhances Epic's growth prospects after financial setbacks, including layoffs, and strengthens the partnership between the two companies. With Disney gaining a larger equity stake in Epic, the collaboration will broaden the integration of beloved Disney franchises like Marvel, Star Wars, Pixar, and Avatar into the game, potentially boosting its appeal and longevity. This significant investment underscores Disney's commitment to interactive entertainment and signifies a shift towards games as a primary revenue stream, aligning with the growing trend of digital engagement among younger demographics. Moreover, the potential for crossover sales of physical Disney products within "Fortnite" and the exploration of new content distribution channels are just some of the opportunities arising from this partnership.

For LA tech, the Disney-Epic Games partnership represents a validation of the region's burgeoning tech and gaming ecosystem. The substantial investment in Epic, who maintains a large Los Angeles office with 1,000+ employees (according to LinkedIn), reflects confidence in the LA’s talent pool and innovation potential. Additionally, this partnership between two industry giants fosters an environment for further collaboration, investment, and growth within LA's tech sector. As Disney and Epic Games deepen their ties and explore new avenues for content integration and distribution, it not only elevates the prominence of LA as a tech hub but also stimulates economic growth and job creation in the region. This partnership highlights LA's unique position as a hub where technology and entertainment converge. With its ability to integrate diverse industries, LA is driving innovation and expansion in digital entertainment. 🚀💸🎮

🤝 Venture Deals

LA Companies

  • ProducePay, a financing and marketplace platform for the fresh produce market, raised a $38M Series D led by Syngenta Group Ventures joined by Commonfund, Highgate Private Equity, G2 Venture Partners, Anterra Capital, Astanor Ventures, Endeavor8, Avenue Venture Opportunities, Avenue Sustainable Solutions, and Red Bear Angels. - learn more
  • Blush, an invite-only dating app that drives users to local businesses on dates, raised a $7M Seed Round from individuals like Naval Ravikant. - learn more
  • Mogul, a startup founded last year that provides an overview of an artist's royalty earnings and identifies areas where money is owed but has not yet been collected, raised a $1.9 million seed round from Wonder Ventures, United Talent Agency, AmplifyLA, and Creator Partners. - learn more
  • Avnos, a hybrid direct air capture startup, raised a $36M Series A led by NextEra Energy and joined by Safran Corporate Ventures, Shell Ventures, Envisioning Partners, and Rusheen Capital Management. - learn more
  • AI.fashion, startup whose mission is to help retailers enhance the online shopping experience by providing consumers with virtual try-ons and personalized fashion recommendations, raised a $3.6M Seed Round led by Neo. - learn more
  • Suma Wealth, startup that aims to demystify financial topics and provide culturally relevant content, virtual experiences, and resources to help Latino users navigate financial challenges and opportunities, raised a $2.2M Seed Round . Radicle Impact led, and was joined by Vamos Ventures, OVO fund and the American Heart Association Impact Fund. - learn more
  • 222, a startup that helps users discover their city and meet new people through unique social experiences, raised a $2.5M Seed Round. Investors included 1517 Fund, General Catalyst, Best Nights VC, Scrum Ventures, and Upfront Ventures. - learn more
  • LimaCharlie, a security operations cloud platform, raised a $10.2M Series A led by Sands Capital. - learn more
  • Polycam, an app that uses a smartphone’s sensors to capture 3D scans of objects, raised an $18M Series A co-led by Left Lane Capital and Adjacent, and joined by Adobe Ventures and individuals like Chad Hurley and Shaun Maguire. -learn more.

LA Venture Funds

Actively Raising

  • ReelCall, Inc., an entertainment technology company focused on powerful apps and platforms that help build and maintain the professional network of connections vital to career growth, is raising a $850K Pre-Seed Round. - learn more
  • CZero, a startup building software to decarbonize logistics for logistics businesses and goods business through a vetted marketplace and optimization software. - learn more
  • Couri, a technology startup addressing last-mile delivery issues, is raising a $450K Pre-Seed Round at a $2.2M post money valuation. - learn more
  • Sweetie, a marketplace to help people plan date nights, is raising a $1.5M Pre Seed Round. - learn more
  • StartupStarter, an investment platform that provides real-time data and analytics on startups, is raising an $850K Angel Round. - learn more

If you’re a founder raising money in Los Angeles, give us a shout, and we’d love to include you in the newsletter!

Venture Waves, Climate Tech Wins, and Silicon Beach's Ongoing Evolution

Christian Hetrick

Christian Hetrick is dot.LA's Entertainment Tech Reporter. He was formerly a business reporter for the Philadelphia Inquirer and reported on New Jersey politics for the Observer and the Press of Atlantic City.

Anduril Seeks $1.5B in VC Funds

Defense company Anduril Industries Inc., based in Costa Mesa and founded by Palmer Luckey, is seeking to raise $1.5 billion in fresh funds to boost its valuation to $12.5 billion or more, according to sources quoted by The Information. This fundraising effort, if successful, would mark one of the largest venture capital rounds of the year.

Image Source: Anduril

Anduril recently secured a contract to develop and test small unmanned fighter jet prototypes under the Air Force’s Collaborative Combat Aircraft (CCA) program, beating out major defense companies like Boeing, Lockheed Martin, and Northrop Grumman. Alongside General Atomics, Anduril will design, manufacture, and test these aircraft, with a final multibillion-dollar production decision expected in fiscal year 2026. This program aims to deliver at least 1,000 combat aircraft to fly in concert with manned platforms and is part of the Air Force’s Next Generation Air Dominance initiative. Central to Anduril’s success in this contract is the Fury autonomous air vehicle, acquired through the purchase of Blue Force Technologies. This victory underscores Anduril's rapid advancement in the defense sector, aligning with Luckey's vision of building faster and more cost-effective defense assets. - learn more

Los Angeles Ranks Number 1 in Emerging Climate Tech Hub

The 2024 Emerging Climate Tech Hubs Report by Revolution highlights Los Angeles as a burgeoning center for climate tech innovation. LA's growth in this sector is driven by its diverse talent pool, strong research institutions, and a culture of environmental consciousness. The city's unique mix of legacy industries, such as entertainment and aerospace, alongside emerging tech companies, positions it as a pivotal player in the climate tech landscape. This shift reflects a broader trend of decentralized climate tech funding across the U.S., reducing the historical dominance of California's traditional hubs. - learn more

Silicon Beach: Looking Back, Moving Forward

Assessing the overall health of the startup market is challenging, especially as venture capital funding has decreased by an average of 61% from 2021 to 2023 across the top VC markets in the US. Markets with robust ecosystems in AI, SaaS, Biotech, Healthtech, and Fintech appear to be weathering the downturn better than those focused on Consumer and Gaming industries, areas where Los Angeles traditionally excels.

Percent Change In VC Funding By Region

CB Insights

LA Times paints a rather bleak outlook on the Los Angeles tech scene noting venture capital funding in Greater Los Angeles plummeted 73% from 2021 to 2022. Silicon Beach, once a vibrant tech corridor, currently faces high vacancy rates and lacks late-stage financiers, especially in the AI sector. However, there are positive signs, including growth in aerospace startups and increased venture capital investment in early 2024, suggesting a potential rebound for LA's tech ecosystem.

While LA may not be exceeding expectations during this period, its tech ecosystem warrants a nuanced evaluation, given the broader market dynamics and its strong performance in specific sectors. Reach out to us with your thoughts.

🚀 SpaceX gears up for another stellar year, active raises, and more

Christian Hetrick

Christian Hetrick is dot.LA's Entertainment Tech Reporter. He was formerly a business reporter for the Philadelphia Inquirer and reported on New Jersey politics for the Observer and the Press of Atlantic City.

Happy Friday Los Angeles! You made it through the first week of 2024!

🔦 Spotlight

Elon Musk may be a divisive (albeit entertaining) figure, but the continued success of SpaceX is pivotal for the aerospace industry in Los Angeles and more broadly around the world.

Image Source: SpaceX webcast

What happened with SpaceX in 2023?

  • Elon Musk challenged Facebook founder, Mark Zuckerberg to a cage fight.
  • SpaceX launched 96 successful missions with its Falcon series of rockets, a 57% increase over its previous annual record.
  • SpaceX conducted two test flights of the largest and most powerful rocket ever built, Starship.
  • Roughly two-thirds of SpaceX's launches in 2023 were devoted to building out Starlink, the company's satellite-internet megaconstellation.
  • Isaacson’s Elon Musk biography was published in September including everything from Musk’s tumultuous relationship with his father to his work ethic and “demon mode”.

Moving forward what can we expect from SpaceX and its controversial founder? Continued innovation pushing the aerospace industry to new limits? Yes. More drama? Without a doubt.

Here is some of what is to come in 2024:

🤝 Venture Deals

Just Announced

Check back next week!

LA Exits

  • CG Oncology, an Irvine, CA-based developer of immunotherapies for bladder cancer, filed for a $100M IPO. It plans to list on the Nasdaq (CGON) with Morgan Stanley as left lead underwriter, and has raised around $317m in VC funding. - learn more
  • McNally Capital agreed to sell Advanced Micro Instruments, a Costa Mesa, CA-based maker of gas analyzers and sensing technologies, to Enpro (NYSE: NPO). - learn more

Actively Raising

  • ReelCall, Inc., an entertainment technology company focused on powerful apps and platforms that help build and maintain the professional network of connections vital to career growth, is raising a $850K Pre-Seed Round. - learn more
  • CZero, a hard-tech startup that is developing a technology for decarbonizing natural gas, is raising a $1.5M Seed Round. - learn more
  • Couri, a technology startup addressing last-mile delivery issues, is raising a $450K Pre-Seed Round at a $2.2M post money valuation. - learn more
  • Sweetie, a marketplace to help people plan date nights, is raising a $250K Angel Round. - learn more
  • StartupStarter, an investment platform that provides real-time data and analytics on startups, is raising an $850K Angel Round. - learn more

If you’re a founder raising money in Los Angeles, give us a shout, and we’d love to include you in the newsletter!

📅 LA Tech Calendar

Sunday, January 7th

Wednesday, January 10th

  • Startup Cafe: Networking with a Kick - Entrepreneurs, Startups, and Tech Enthusiasts join together to meet and connect with like-minded people, industry professionals and investors, while enjoying a nice cup of coffee in Venice at The KINN. This week’s interactive discussion about AI’s evolution in entertainment will feature Dr. Sam Khoze and Rachel Joy Victor.
  • Venice Tech Happy Hour- Join Startup Coil and FoundrHaus Wednesday evening and enjoy the sunset from the rooftop, grab a bite overlooking Abbot Kinney, and mingle with other tech enthusiasts and entrepreneurs by the bar on the patio.

Have an awesome event coming up? Reach out to be featured on next week’s Newsletter!

📙 What We’re Reading

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