Mechanical Keyboards and the Psychology of ASMR

What are your hobbies? Do you participate in a sport, or do yoga, or grab a paintbrush and make some art? How about something that literally sounds amazing – mechanical keyboards, anyone?

An image showing muliple mechanical keyboards in different sizes, colors, etc.

You’ll have to trust me, psychology will be incorporated soon, but first – for those unaware of the magic of mechanical keyboards – let me explain my newest hobby, pictured above,  adapted from one of my presentations. Throughout the slides, you’ll see slides I used for the presentation to allow you to experience it as well!

To start, you are likely using what is known as a “membrane” keyboard. A membrane keyboard, such as those on laptops or the keyboards you’ll see waiting at the computers in a library, use linked pressure pads that result in the key press to allow you to type. A mechanical keyboard utilizes switches, which are connected to a printed circuit board (PCB) that allow the key press to be registered and result in the typed character. There are thousands of switches, each that provide unique sensory responses, sound characterizations, and aesthetic options. Soon, we’ll delve into the intricate engineering of this important aspect of the mechanical keyboard.

Focusing on the mechanical keyboard, though there are many modifications and options to add, there are a few basics to create the mechanical keyboard. The keyboard encases a printed circuit board, a plate to mount the switches upon, and typically some foam to help dampen the sounds of the keyboard. With these layers, the switches and stabilizers (used for longer keys, such as the space-bar and shift keys) connect to the PCB, and then are topped with key caps. The top case is put on, plug in the cable, and if all goes well, you have a working mechanical keyboard!

Given how defining the switches are, it is important to discuss their general anatomy as well. The keyboard switches are made of 6 main parts, with small changes that can be made to create a customizable experience.

Most commonly, you’ll see switches in three main categories: linear, tactile, and clicky. The differences between these three are mostly noise levels and the smoothness of the switch. The stem of the switch largely affects this as the switches stem can be made to a certain actuation and travel distance, affecting how much force is needed to complete a key press and how quickly the key press can happen. This not only affects the feeling of smoothness or lack thereof, but is often an important aspect for those in eSports or the gaming community due to the need for lightning fast responses. For this group, linear switches tend to be the most ideal to use.

So, why do people want to make or buy these mechanical keyboards? The customization may be nice, but this can be quite the expensive hobby. According to Switch and Click, a popular website and YouTube channel centered on mechanical keyboards), “the average cost comes out to be around $200 – 600 per board,” [5]. And yet, despite how expensive this can be and how silly it may sound to have multiple keyboards, it is quite common for people in this hobby to build multiple anyway. With this in mind, I generally split the reasoning of why into two main categories: subjective and technical.

Slide on the Benefits of Mechanical Keyboards

The community aspect in the mechanical keyboard sphere is unbelievable. With the amount of trial and error that may come with building a personalized keyboard, there are plenty of people that want to help others and share what they have created. In fact, even here at Georgia Tech we have a student-run Mechanical Keyboard Club for people to share their builds and enjoy the hobby together! I have no doubt that the expensive aspect actually brings about more community, as people search for such a wide variety of builds to get an idea of what they enjoy the most in terms of sound and looks before shelling out some Benjamins for their ideal keyboard. The previously mentioned Switch and Click YouTube, as of late April 2023, supports 701K subscribers, which has increased about 15K subscribers since I last checked almost two months ago. The community is huge, and only continues to grow as it reaches more people.

So, how do people typically first find the mechanical keyboard community? The ‘First Contact’ is not necessarily through someone you know showing off their keyboard. In fact, I think one of the most common ways to venture into the hobby is first by seeing Keyboard ASMR. For those that enjoy or who have never heard of it, I encourage you to watch at least a minute of this 1 hour ASMR video from “The Way ASMR” channel – who may be referred to as an ‘ASMRtist’.

https://youtu.be/xAVoQx2hUpk

Now, as I have promised, we delve into the realm of psychology.

What is ASMR? ASMR stands for Autonomous Sensory Meridian Response. According to Psychology Today, ASMR is “[the] name given to a tingling sensation, typically on the scalp, neck, or back, that some people report feeling in response to certain visual or auditory stimuli,” [3].

For the reader, I have a question. Have you experienced ASMR? I encourage you to submit your answer in the poll below, and see what others have said!

https://strawpoll.com/polls/eNg69l8EAnA

ASMR is a relatively new psychological phenomena, with few peer-reviewed articles on the subject, and even fewer that employ empirical data to analyze. Not to worry, I have dug through all the academic tunnels to find a few for this article. From a psychological perspective, many psychologists and researchers may be curious to answer questions on ASMR, such as: ‘is this a common experience?’, ‘how do we define ASMR?’, ‘who is helped by ASMR content the most?’.

In one article, from authors Dr. Barratt and Dr. Davis, I have outlined their goals and methods on their research of the ASMR experience.

IMPORTANT NOTE: This study discusses ASMR, occasionally in the context of mental health issues such as depression, and chronic illness. The analysis or results of this study is not meant to provide any diagnosis, cure, or medical advice, and is only meant to identify any patterns or gather data on perceived helpfulness from study participants. If you or anyone else you know is struggling with chronic pain or mental health issues, please reach out to licensed professionals for help in coping and health management.

The methods employed in this study aim to yield a mix of both qualitative and quantitative results. Additionally, the study wanted to draw comparisons with other sensory disorders and states such as synesthesia and a ‘flow’ state – which you may have experienced while studying. Small spoiler alert, there wasn’t a strong connection of ASMR with either synesthesia experiences nor the flow state, indicating that ASMR is its own psycho-neurological experience.

Ultimately, ASMR is something comforting and relaxing to watch and listen to for those that experience the sensations associated with ASMR. People enjoying the customization of their keyboard may find satisfaction in their work and the ability to almost create their own ASMR by utilizing the keyboard they have made. Though we understand that ASMR can be as a temporary way to boost mood and relaxation, especially those experiencing depression, more research is needed to fully understand how ASMR works in individuals. Without a significant connection to other known sensory disorders, other than effects of mindfulness, the neural underpinnings of ASMR and the extent of the selection of people that can experience ASMR are still a mystery.

 

Citations:

[1] Keyboard University, url:  https://www.keyboard.university/100-courses/intro-to-mechanical-keyboards-p6brj

[2] Barratt EL, Davis NJ. 2015. Autonomous Sensory Meridian Response (ASMR): a flow-like mental state. PeerJ3:e851. https://doi.org/10.7717/peerj.851

[3] Psychology Today, url: https://www.psychologytoday.com/us/basics/asmr

[4] Stephen D. Smith, Beverly Katherine Fredbord & Jennifer Kornelsen (2017). An examination of the default mode network in individuals with autonomous sensory meridian response (ASMR), Social Neuroscience, 12:4, 361-365, DOI: 10.1080/17470919.2016.1188851

[5] Switch and Click. Article. Url: https://switchandclick.com/what-is-the-average-cost-for-a-custom-mechanical-keyboard/

[6] The Way ASMR. “Cozy ASMR Typing for 1 HOUR / No Talking / Mechanical Keyboard Sounds / Gateron Red Switches”. Online Video (YouTube). Url: https://www.youtube.com/watch?v=xAVoQx2hUpk

[7] kane#6661. Image from Discord. ‘mechanical keyboard display station example’.

[8] Image of Membrane Keyboard. Url: https://www.bestbuy.com/site/best-buy-essentials-be-pkrfkb-full-size-wireless-membrane-switch-keyboard-black/6460659.p?skuId=6460659

[9] Ultimate Guide to Mechanical Keyboard Switches for 2020, Dygma, url: https://dygma.com/blogs/stories/the-ultimate-guide-to-mechanical-keyboard-switches-for-2020

 

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  Timothy Durham was convicted of rape when a test showed his DNA genotype matched the DNA recovered from the crime scene. Eye witnesses testified that Durham was in a different state at the time of the incident, but he wasn’t exonerated from his 3000 year sentence until follow up DNA analysis showed that the preliminary forensic analysis used in the trial was misinterpreted (Thomas et al.). DNA testing serves an invaluable part in our criminal justice system, but it comes with complications and bias that can lead to wrongful convictions and misinformed juries.  

Background:

Forensic genetics aims to identify the origin of a biological sample. It can be traced back to Karl Landsteiner who discovered human ABO blood groups. With blood groups, suspects could be eliminated based on their blood type. For example, if a suspect had type A blood and there was type B blood left at the scene by the perpetrator, the investigators could rule out the suspect. Unfortunately, the reverse didn’t work. If the suspect and perpetrator both had the same blood type, it can’t be concluded that the suspect was guilty. Blood identifiers evolved into 8 distinct categories which improved the ability to eliminate suspects, but could only conclude that (if the system matched) it might be the perpetrator or this person might be related to the perpetrator (Jobling and Gill). The field evolved in the 1980s with the discovery of Minisatellites, lines of repetitive DNA that don’t encode proteins. Minisatellite patterns in DNA create what we know today as the DNA fingerprint, and it has a much higher accuracy rate than previous methods (Augustyn et al.). Around the same time, a breakthrough for victims of sexual assault was discovered. In the case of assault, bodily fluids of both the victim and the assaulter can get mixed. A process called differential lysis was created which could selectively increase the concentration of sperm in a fluid sample thereby allowing for accurate DNA testing (Jobling and Gill). Forensics evolved to use single-locus probe testing after several years because of its ease of interpretation. It looked at specific minisatellites that had high variability between subjects. This was the first DNA-based method to be used in a criminal investigation. Two murder homicides from several years apart were connected using DNA evidence. The evidence was then used to exonerate an innocent man, and the guilty party was found when he tried to evade mandatory DNA testing for all men in the small town. His guilt was then reinforced when the DNA profiles matched, and he gave a confession (Jobling and Gill). Finding DNA at a crime scene doesn’t guarantee that you’ll find a murderer. There are issues with non-pure samples and limited samples that make DNA work difficult, and accreditation of facilities and new techniques and take time (Jobling and Gill).  

Subjectivity of DNA Interpretation:

In a 2009 publication, the National Academy of Science discusses the possibility for subjective influence in lab based forensics. The interpretation bias happens in complex cases where, for example, there could be a mixture of DNA. A study published in 2011 looked specifically at this issue. A gang rape happened in Georgia, and the mixture in DNA from the case was used to prosecute one suspect after another suspect took a plea bargain to testify against him. With DNA mixtures, there are three possible conclusions: suspect excluded, suspect cannot be excluded, and inconclusive. If the suspect is excluded, it means that there’s little to no possibility that his DNA is part of the sample. If the suspect cannot be excluded, it means that there’s a possibility that his DNA is part of the sample. In the trial, the DNA examiners who knew the context of the case concluded that the suspect being prosecuted could not be excluded. The 2011 study gave the DNA evidence from this case and the DNA profiles of the suspects to 17 forensic examiners. These examiners had no context of the case, and they all worked independently. Of the 17, only 1 came to the same conclusion (suspect cannot be excluded) as the examiners who knew the context of the case. Twelve of the 17 concluded that the suspect who was prosecuted and convicted had no relation to the DNA found in the sample. Not only does this show that subjectivity occurs due to the context of the case, but the 17 examiners came up with different findings based on their past experiences meaning that not all DNA analysis is objective. Some organizations like the Scientific Working Group on DNA Analysis Methods say that quantitative statistical evidence should be presented with every categorical conclusion, but the US doesn’t require this (Dror and Hampikian).

False Positives:

There are two categories that cause wrongful identification in a DNA report: coincidental matches and false positives. Coincidental matches are DNA matches between two unrelated people. The probability of these matches is about 1 to 500,000 for white individuals and about 1 to 350,000 for black individuals. This small probability of coincidental matches makes people feel confident in DNA evidence. False positives, on the other hand, are matches between DNA and test DNA that result from issues in the forensics lab. There have been multiple cases of forensics labs accidentally switching victim and suspected rapist DNA which lead to convictions that were later overturned when the lab realized the error. There are also cases of misreading or misunderstanding a sample. In a case from 1993, a man was convicted of rape because someone interpreted a mixed sample of victim and perpetrator DNA as an individual sample. The conviction was again overturned. To prevent false convictions, retesting DNA is allowed, but it’s not an efficient solution. Many people are pushing for statistical information on the probability of false positives, so that the jurors can make accurate judgements based on DNA evidence (Thomas et al.).  

Conclusion:

DNA analysis is a useful tool for the criminal justice system, but subjectivity can be an issue in forensic testing. To combat wrongful convictions, there are organizations like The Innocence Project who use DNA testing to free the innocent, but reformed forensic testing standards should be put in place to prevent subjectivity and to ensure juries are correctly informed during trials. https://www.innocenceproject.org/    

Citation:

Augustyn , Adam, et al. “DNA Finerprinting.” Encyclopedia Britannica , 26 Apr. 2018, www.britannica.com/science/DNA-fingerprinting#ref153186. Dror, Itiel E., and Greg Hampikian. “Subjectivity and Bias in Forensic DNA Mixture Interpretation.” Science & Justice, vol. 51, no. 4, 2011, pp. 204–208., doi:10.1016/j.scijus.2011.08.004. Jobling, Mark A., and Peter Gill. “Encoded Evidence: DNA in Forensic Analysis.” Nature Reviews: Genetics, vol. 5, no. 10, Oct. 2004, pp. 739–751., doi:10.1038/nrg1455. Thompson, William C, et al. “How the Probability of a False Positive Affects the Value of DNA Evidence.” Journal of Forensic Sciences, vol. 48, no. 1, Jan. 2003, pp. 1–8., doi:10.1520/jfs2001171.