柠檬导航

News

How vaping companies exploit Instagram for youth-oriented marketing?

Researchers use artificial intelligence to analyse hundreds of thousands of Instagram posts about vaping
vaping
Over 40% of the images 鈥 the largest proportion out of the 6 categories 鈥 were of e-liquids or e-juices

E-cigarettes are highly addictive nicotine products with unclear health impacts, particularly on youth. Instagram is a visual social media platform which is wildly popular among adolescents. Researchers interested in public health at Aalto University in Finland studied how vaping is represented on the platform. By using artificial intelligence, they were able to analyse hundreds of thousands of posts from a 6-month period last year, and found that a large portion of posts are promoting controversial flavoured e-liquids to young audiences.

analyzed Instagram posts shared between June to November 2019 with a caption 鈥#vaping鈥. 鈥榃e knew this would be predominantly promotional material,鈥 said Dr. Aqdas Malik from the Department of Computer Science who studies social media and user behaviors with a specific interest in online discourse about public health 鈥榖ut we were interested in what types of images these would be, and who was posting them.鈥 In the end, the research team generated a database of over half a million pictures, which were sorted using a neural network, and subsequently grouped the images into categories representing similar features.

What the neural network showed was that over 40% of the images 鈥 the largest proportion out of the 6 categories 鈥 were of e-liquids or e-juices. These were predominantly posted by Instagram profiles listed as business accounts. The prominence of posts about e-liquids is interesting from a public health perspective because, although many e-cigarette brands market themselves as 鈥渟moking cessation鈥 devices, it has been shown by other studies that flavoured liquids are strongly linked to adolescent users taking up vaping in the first place. The USA of flavoured liquids at the beginning of this year specifically to help tackle the huge growth of teenage vaping, and other countries are looking to do the same.

鈥榃hile print and broadcast media has clear rules and regulations about what can and cannot be advertised, and what constitutes advertising, we don鈥檛 see this on social media,鈥 said Dr. Malik. 鈥業 believe we need stricter laws to regulate the visibility of various substances - including vaping products on these networks. Any 12-year-old with a phone can easily create a social media account and bypass the age-rules for seeing what鈥檚 posted there, and the potential health implications are significant.鈥 60% of all the posts using the hashtag #vaping were from business accounts. Over 70% of Instagram users are under 35, and over 35% of its users are under 24 years old. 鈥業t鈥檚 a huge grey area in terms of advertising regulations, especially regarding promotion towards younger audiences鈥 Dr. Malik said.

The research has been published in the International Journal of Medical Informatics, and is available to read online.

More information

Aqdas Malik
Postdoctoral Researcher
+358 408 682 398
aqdas.a.malik@aalto.fi

  • Updated:
  • Published:
Share
URL copied!

Read more news

Smiling man in a hydraulics laboratory
Cooperation, Research & Art Published:

Mobile work machines are electrifying rapidly 鈥 a new research environment supports the industry鈥檚 product development

The LEMMI development and testing equipment for mobile work machines supports the electrification in the field and strengthens cooperation between academic research and industry.
Colourful grid of small squares on a wavy blue and brown abstract 3D background
Press releases Published:

Ability to harness quantum speed gains now within sight after researchers solve massive simulation problem in a heartbeat

The use of a quantum-inspired algorithm to calculate the unworkably vast potential properties of quantum materials is an early example of how quantum technology can be used to improve itself. The discovery could have future applications in dissipationless technology, for example to mitigate data centre heating.
Stoat photographed in Urho Kekkonen National Park
Research & Art Published:

Airborne laser scanning reveals where pine marten, stoat and least weasel thrive in pioneering study

Mapping habitats helps to protect mustelids whose populations have shrunk significantly across Finland.
Kuva: Laura Berger
Research & Art Published:

Why construction companies must invest in AI

AI increasingly聽enables construction聽firms聽to聽anticipate聽problems before they escalate, sometimes even before they happen at all, Antti Ainamo writes