Coin flips don’t appear to have 50/50 odds after all

Conventional wisdom about coin flips may have been turned on its head. A global team of researchers investigating the statistical and physical nuances of coin tosses worldwide concluded (via Phys.org) that a coin is 50.8% likely to land on the same side it started on, altering one of society’s most traditional assumptions about random decision-making that dates back at least to the Roman Empire.
The team appeared to validate a smaller-scale 2007 study by Stanford mathematician Persi Diaconis, which suggested a slight bias (about 51 percent) toward the side it started on. The authors of the new paper conducted 350,757 flips, using different coins from 46 global currencies to eliminate a heads-tail bias between coin designs. (They also used a variety of people to rule out individuals with biased flipping techniques corrupting the results.) Regardless of the coin type, the same-side outcome could be predicted at 0.508, which rounds up perfectly to Diaconis’ “about 51 percent” prediction from 16 years ago.
The researchers found no evidence of a heads-tail bias when excluding its starting position from the data. In other words, if you pay no attention to which side the coin is on pre-flip, the odds of the outcome are equally likely to be heads or tails.
Coin flippers in the study selected their starting position randomly (or according to an algorithm), flipped the coin, caught it in their hand and recorded the landing position. (If they flipped it over in their palm before revealing it, the opposite side it started on had 50.8% odds.) All participants videotaped and uploaded recordings of their flips to simplify collection and coding errors. “Our data therefore provide strong evidence that when some (but not all) people flip a fair coin, it tends to land on the same side it started,” the authors wrote.
The paper notes there was a high degree of variability between coin flippers. “Some people appear to have little or no same-side bias, whereas others do display a same-side bias, albeit to a varying degree.” But taken on the whole, it leads to those 50.8% odds favoring the starting side.
The findings could even lead to (slight) financial gains. The researchers say that if you bet $1 on 1,000 separate coin flips, always betting on the side it starts on (and catching the coin rather than letting it roll on a surface or flipping it over in your palm), you’d make a $19 profit. The authors note that this is better odds than a casino’s built-in advantage for six-deck blackjack against a high-level player. They suggest that anyone making a high-stakes decision based on a coin flip would be wise to conceal its starting position.
This article originally appeared on Engadget at https://www.engadget.com/coin-flips-dont-appear-to-have-5050-odds-after-all-171556415.html?src=rss
Conventional wisdom about coin flips may have been turned on its head. A global team of researchers investigating the statistical and physical nuances of coin tosses worldwide concluded (via Phys.org) that a coin is 50.8% likely to land on the same side it started on, altering one of society’s most…
Recent Posts
- FTC Chair praises Justice Thomas as ‘the most important judge of the last 100 years’ for Black History Month
- HP acquires Humane Ai and gives the AI pin a humane death
- DOGE can keep accessing government data for now, judge rules
- Humane’s AI Pin: all the news about the dead AI-powered wearable
- In a test, 2000 people were shown deepfake content, and only two of them managed to get a perfect score
Archives
- February 2025
- January 2025
- December 2024
- November 2024
- October 2024
- September 2024
- August 2024
- July 2024
- June 2024
- May 2024
- April 2024
- March 2024
- February 2024
- January 2024
- December 2023
- November 2023
- October 2023
- September 2023
- August 2023
- July 2023
- June 2023
- May 2023
- April 2023
- March 2023
- February 2023
- January 2023
- December 2022
- November 2022
- October 2022
- September 2022
- August 2022
- July 2022
- June 2022
- May 2022
- April 2022
- March 2022
- February 2022
- January 2022
- December 2021
- November 2021
- October 2021
- September 2021
- August 2021
- July 2021
- June 2021
- May 2021
- April 2021
- March 2021
- February 2021
- January 2021
- December 2020
- November 2020
- October 2020
- September 2020
- August 2020
- July 2020
- June 2020
- May 2020
- April 2020
- March 2020
- February 2020
- January 2020
- December 2019
- November 2019
- September 2018
- October 2017
- December 2011
- August 2010