01. “Low-harm” perceptions are declining, but addiction levels are on the rise

Based on longitudinal studies such as PATH, adolescents and young people’s opinion that e-cigarettes are “less harmful than cigarettes” has dropped from more than half in 2013 to less than one-third. This means that the traditional narrative of “e-cigarettes = safer” is gradually becoming ineffective. However, contrary to the rise in perceived harm, Monitoring the Future and CDC data also reveal that daily use rates and failed withdrawal attempts continue to rise. in other words, Even though I know it’s harmful, I still can’t stop doing it , this is the signal that requires the most vigilance in vape trends after 2025.

02. future tech: from “e-cigarette equipment” to “nicotine algorithm system””

The new generation of smart vapes is no longer just a simple atomizer. Laboratory and clinical studies began to focus on the combined variable of “nicotine flux (nicotine flux) × puff duration”, and regulators discussed whether to limit the total dose by limiting flux and inhalation duration. At the same time, the device side has appeared:

• App synchronizes puff times, usage duration and estimated nicotine intake；
• Adjust the output power through firmware or cloud algorithm to form a “personalized curve””；
• Experiment with self-control functions such as “limited reminder” and “lock mode” in some markets.

For brands and investors, this wave of future tech will determine who can stay in the strict regulatory environment ； For the public health and education industries, this also means the need to explain to parents, schools and teenagers in a more popular way that “smart technology does not mean risk-free”.

03. Smart vapes and “invisible addiction”: from city to country

HealthDay reports that by 2024, the proportion of daily vaping in rural areas of the United States will soar from 16% to nearly 42%, growing far faster than in cities. Behind this change, there are three vape trends worthy of attention:

• Disposable, colorful and sweet-flavored smart vapes are easier to spread on social media and peer circles；
• Rural and underdeveloped areas often have a scarcity of abstinence services, making it easier for them to form a structural addiction of “using too much and being unable to quit”.；
• Regulators and parents generally have low ability to recognize the new generation of small form factor devices.

This means that future prevention and intervention will no longer only focus on first-tier cities, but must accurately spread education, publicity and counseling resources to new hotspots with “high usage, high addiction, and low service”.

04. Industry insights: risk communication will directly reshape vape trends

Multiple PATH-based studies have proven: “”Low perceived harm” is a key predictor of e-cigarette initiation . From marketing to public health propaganda, whoever seizes the “right of interpretation” can reshape vape trends. In the next few years, three typical rhetoric hedging will appear in the industry:

• The brand emphasizes “relative harm reduction” and “a more controllable experience supported by technology””；
• Supervision and public health emphasize “nicotine addiction” and “adolescent brain development risks””；
• The media and KOL create controversial topic traffic between “harm reduction” and “harm”.

For companies, how to clarify the boundaries between future tech and smart vapes under the premise of compliance, without exaggerating harm reduction and downplaying risks, will directly determine whether their brands can survive in the era of strong supervision.

05. Industry Insights: From “selling equipment” to “selling data and services””

As smart vapes are connected to apps and clouds, the industry is quietly moving from one-time hardware sales to “long-term data and service subscriptions.” Potential new business modules include:

• Personalized withdrawal advice and membership services based on puff data；
• Provide anonymized behavioral data insights to healthcare organizations or smoking cessation programs；
• Pay for “experience customization” around flavor combinations and output curves.

Whether this type of future tech model can be implemented within the scope of compliance depends on the privacy definition of nicotine-related data in various countries, and also depends on whether public health agencies allow “commercial withdrawal” and “addictive behavior data” to coexist in an ecosystem.

06. Industry Insights: “Risk Portfolio” Management in the Era of Multi-Product Coexistence

Large-scale cohort data from the United States and Europe show that in the next few years, teenagers and young adults will more often be in the following “multi-product coexistence” scenarios:

• E-cigarette + alcohol；
• E-cigarette + traditional cigarette (dual use)；
• THC or other substances are entrained in e-cigarette equipment.

For brands, public health agencies and even education departments, risk education at a single product level is no longer enough. The real competition point in the future lies in who can provide a set of content and tools from a “combination risk” perspective – which not only helps users understand the overall health picture of smart vapes, but also provides policymakers with a more three-dimensional basis for decision-making.