Day: March 1, 2022

  • Psych and Tech: Creating a Social Media Trap

    Psych and Tech: Creating a Social Media Trap

    In the digital age, social media has become a staple in millions, if not billions, of people’s lives. From Tumblr to Twitter, the digital space is full of many different kinds of social media platforms. What we’re looking at today, though, is TikTok, a newer platform that gained immense popularity over the course of the COVID-19 pandemic. Known for its video sharing capabilities, TikTok has been named the most popular website of 2021, according to Cloudflare. You either use it yourself or know someone who does, but regardless, TikTok is immensely popular, especially among millennials and Gen Z. Being such a popular platform, it’s only natural that it comes surrounded in controversy. The list could go on for a while, but dangerous trends, censorship, cultural appropriation, privacy concerns, and cyberbullying are just a handful of issues on the platform. Despite all of these concerns, the platform still has well over a billion users – why is that? The problem lies within the way the app is designed. The two key components TikTok has successfully embedded into their platform are its algorithm and the content available on it. Together, let’s look at these components and how they work together to create such a powerful, addictive social media trap.

     

    One of TikTok’s most striking features is its algorithm. It curates a near-perfect ‘for you’ page, keeping users scrolling for hours and hours. The craziest part is that no two feeds are the same. How does this algorithm work exactly? Artificial intelligence and data analysis are our main suspects here. While all the details aren’t out there for the whole world to see, we know the system works by recommending videos similar to the ones you like, share and save, along with analyzing the comments you leave and accounts you follow. The algorithm monitors how much time users spend scrolling or watching videos, and it keeps collecting information to accommodate trends and changing styles. That’s the simple explanation of it, but let’s break it down a little farther. The algorithm splits user data into three categories: content, user and scenario data. Content data consists of the traits of the videos posted onto the platform so TikTok can categorize and recommend videos based on the content. User data includes profile data such as age, gender, and interest tags users choose when creating a profile. Lastly, there is scenario data, which is tracking the user’s preferences based on their current scenario. An example of this would be tracking what a user likes to watch when they’re at work/school compared to when they’re traveling or at home. This form of data collection relies on location tracking and/or time of day to monitor user behavior. 

     

    From those three types of data, the algorithm derives certain features and sends that to the recommendation engine. These are correlation, user-scenario, trend and collaborative features. Correlation features represent the correlation between content and users, user-scenario features include location and time of day, trend features include global trends, themes, and trending topics in general, and collaborative features compare users with similar behaviors to categorize them. Using those features, the algorithm determines whether or not a video is suitable for a user’s ‘for you’ page. This behavior tracing is known as machine learning – the algorithm quite literally learns your habits on the app and uses that information to recommend you videos. This keeps users’ ‘for you’ page up-to-date and accurate, giving them endless content to stay hooked on. If you were constantly fed content relating to things you like, you’d probably find it hard to look away too, right?

     

    Well, where’s the psychology in all this? A big consequence of the digital age is reduced attention span. You’ve probably heard of the term ‘iPad kid’ used to describe cranky kids with limited awareness of their surroundings, constantly needing a screen in front of their face. That’s the poster example of limited attention spans as a result of devices, and that’s exactly what using social media for a prolonged period of time does to you. If you’re using TikTok, you’re probably also using some other social media like Instagram, Twitter or Facebook, and chances are you’ve been using them for a while too. TikTok is designed to specifically target these people – with endless scrolling and short videos ranging from fifteen seconds to three minutes, it’s the perfect trap for users with short attention spans. You spend a couple seconds watching one video, and then it’s onto the next, and within one minute, you’ve already watched four videos. The design keeps people hooked, and it becomes very easy for people to spend hours scrolling. 

     

    Apart from catering to limited attention spans, a large part of why so many people stay hooked on TikTok is due to gratification theory. Uses and gratification theory (UGT) explores the relationship between people and media, specifically how people use media to satisfy certain needs. These needs are categorized into one of the following: cognitive, affective, personal integrative, social integrative and tension free. Cognitive needs refer to the academic, intellectual or social knowledge and information that people use media for. For example, people watch the news to learn more about current events or use search engines to learn more about a specific topic. Affective needs, as the name suggests, refers to emotional needs. People will watch thriller or horror movies for a good scare or adrenaline rush, or maybe a sad romcom to get a little emotional after a long day. Personal integrative needs are essentially self-esteem needs; people are active on social media to reassure themselves, establish their online presence, and gain credibility. Often, people see more likes on a picture and a higher follower count as a self-esteem booster. Social media also lets you only post certain aspects of your life, so you’re free to build your own image on there. Next, we have social integrative needs, which refers to the desire to fit into society, whether it be friends or family. People will start a social media profile if all of their friends have one, or might start watching a new show solely because their crush said they liked it. Lastly, there are tension free needs, or one’s escapism from daily life. After a long day of work, you might just want to relax and watch a movie, or scroll through memes on Instagram, but either way, you’re using media as a form of escape to relieve yourself of stress.

     

    Each user of TikTok has some combination of these needs – maybe they want to fit in since everyone they know is on it, they seek validation from certain videos they see, or just to scroll and laugh at funny videos after a long day. People are motivated by the fact that TikTok allows them to seek fame, expand their social network, and express themselves in many creative ways. Since it requires a shorter attention span than a platform like YouTube, many people have turned to it as their new social addiction. The algorithm works hand-in-hand with UGT to create a social media trap – one that the users keep running. They’ll like and watch videos, and the algorithm will just keep recommending more. This process is endless until the user decides to stop, which is harder than you think.

     

    Citations

    https://towardsdatascience.com/why-tiktok-made-its-user-so-obsessive-the-ai-algorithm-that-got-you-hooked-7895bb1ab423

    https://www.communicationtheory.org/uses-and-gratification-theory/#:~:text=in%20Mass%20Communication%2C%20Psychology%2C%20Behavioral,when%20their%20needs%20are%20fulfilled. 

    https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8010681/

    https://journals.sagepub.com/doi/full/10.1177/0735633117743917

  • Interstellar’s Movie Depictions: Real or Unreal?

    Interstellar’s Movie Depictions: Real or Unreal?

    Produced in 2014, Interstellar is an all-star classic space movie, a favorite for many space lovers! Director Christopher Nolan’s Interstellar movie is a science-fiction film that occurs in the future where a severe drought has resulted in dust-storms, destroyed most of Earth’s crops and caused humans to die of disease and famine. Cooper (played by Matthew McConaughey) and a team of NASA scientists are tasked with saving humanity by going through a wormhole that bends space and time, in hopes to find a habitable planet. This inter-galactic drama is full of suspense and mind-blowing scientific concepts. But how much of Interstellar depictions about space are true? Let’s play a little game of true or false to find out!

    True or False?

    Time moves more slowly in a black hole than it does for people on Earth.

    ANSWER: TRUE 

    A blackhole is essentially a place in space with an “infinite gravitational pull” that not even light can escape. The slowing of time is humungous near a black hole’s horizon, where the pull of gravity is humungous. Likewise, because the flow of time ceases at the horizon, the pull of gravity is infinite. Time still flows inside the horizon of a black hole; however, the flow of time is in a spatial direction – toward the singularity at the hole’s center (Thorne, 1986). If you were to reach down near a black hole’s horizon and stay there for a few days before returning home to Earth, you would find that millions of years have elapsed on Earth; while you only aged a few days, your family and friends are long gone (Thorne, 1986).

    a) A trampoline with a rock at its center and an ant exploring its shape. The ant finds that the diameter of the circle is much larger than the circumference of the circle b) Space around a black hole, as viewed from a higher dimensional hyperspace that is not part of our Universe. Source: http://www.its.caltech.edu/~kip/scripts/PubScans/BlackHoles-Thorne-Starmus.pdf

    True or False?

    If a wormhole were to appear in space, it would provide a short cut from one side of the universe to another.

    ANSWER: TRUE (for the most part)

    The theory of general relativity supports the possibility of wormholes and their ability to create space-time shortcuts to other universes (Tillman, 2022). Einstein’s theory of general relativity mathematically predicts the existence of wormholes, where there is a black hole at the mouth of each wormhole (Tillman, 2022). However, a wormhole is not created solely by when a dying star collapses to form a naturally occurring black hole. According to Princeton cosmologist J. Richard Gott, “It takes a massive object to generate a gravity field sufficient to fold space-time in half, and the one in the movie would have to be the equivalent of 100 million of our suns” (Kluger, 2014). In addition, ‘negative energy’ or an energetic state that is less than zero, is required to create the portal of a wormhole and keep it open (Kluger, 2014).

    Wormholes bend space and time, literally “folding” space in half to create a shortcut. Source: https://www.reddit.com/r/starterpacks/comments/95n6x9/scientist_in_a_movie_explaining_how_a_wormhole/

    True or False?

    You could survive the leap into a black hole.

    ANSWER: FALSE

    What happens when you enter a black hole? One word: Spaghettification. A black hole would stretch your body into a thin ribbon (ESO Supernova, 2022). Ultimately, you will get shredded by extreme gravity. In reality, Matthew McConaughey should have been spaghettified. Not in the yummy, savory way, though.

    Oooh, spaghettification!

    True or False?

    Planets surrounding a black hole (like in Interstellar’s “Gargantua”) could be inhabitable.

    ANSWER: FALSE

    Planets that surround a black hole are highly unlikely to be able to harvest life because they are so close to the black hole, making them unstable (Phillips, 2020). An important factor in determining whether a planet is inhabitable or not is how its planetary system associated with it is like. For that to happen, a Sun-like star needs to be there. However, a planet near a black hole most likely had its “Sun” sucked into the black hole, thus the planets would deem uninhabitable.

     


     

    References:

    ESO Supernova. (2022). What happens if you fall into a black hole? ESO Supernova Exhibition -. Retrieved February 17, 2022, from https://supernova.eso.org/exhibition/1205/#:~:text=The%20gravitational%20attraction%20of%20a,even%20light%20can%20escape%20it.&text=Spaghettification%3A%20A%20black%20hole%20would,stronger%20than%20on%20their%20head

    Kluger, J. (2014, November 7). What ‘interstellar’ got right and wrong about science. Time. Retrieved February 17, 2022, from https://time.com/3572988/interstellar-science-fact-check/

    Phillips, P. (2020, May 15). Times Interstellar Got Science All Wrong. Looper.com. Retrieved February 17, 2022, from https://www.looper.com/210013/times-interstellar-got-science-all-wrong/

    Thorne, K. (1986). Black Holes. Black Holes The Most Luminous Objects in the Universe, But No Light! Retrieved February 17, 2022, from https://vdocuments.mx/black-holes-thorne.html

    Tillman, N. T., & Harvey, A. (2022, January 13). What is wormhole theory? Space.com. Retrieved February 17, 2022, from https://www.space.com/20881-wormholes.html