Ever notice that multiple‑choice quizzes often feel strangely predictable?
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One key bias is middle bias - favouring central options and avoiding extremes.
Behavioural scientists have shown that adding an 'ultra‑premium' option to an initial offering of 'premium' and 'basic' makes the premium option (now middle) more popular
https://doi.org/10.1086/208899
6/10Similarly, educational psychologists find that students who don’t know the answer tend to pick the middle options:
https://doi.org/10.1111/j.1745-3984.2003.tb01099.xThe same happens in Battleship, on shelves, dropdown menus:
https://doi.org/10.1177/1745691615588092
7/10 -
Similarly, educational psychologists find that students who don’t know the answer tend to pick the middle options:
https://doi.org/10.1111/j.1745-3984.2003.tb01099.xThe same happens in Battleship, on shelves, dropdown menus:
https://doi.org/10.1177/1745691615588092
7/10And even in public toilets—middle cubicles can be up to 50% more likely to be chosen than outer ones: https://doi.org/10.1111/j.1467-9280.1995.tb00304.x
Was middle bias affecting the producers’ choices? Hard to say—but it's one of many ways randomness surprises us.
8/10 -
And even in public toilets—middle cubicles can be up to 50% more likely to be chosen than outer ones: https://doi.org/10.1111/j.1467-9280.1995.tb00304.x
Was middle bias affecting the producers’ choices? Hard to say—but it's one of many ways randomness surprises us.
8/10I also explored other counterintuitive probability puzzles—like the Birthday problem and Monty Hall—with Alex & Emily.
Hear the episode: https://www.bbc.co.uk/sounds/play/w3ct6sv0
Or pick up How to Expect the Unexpected: https://uk.bookshop.org/lists/kit-yates-books?&new-list-page=true
9/10 -
I also explored other counterintuitive probability puzzles—like the Birthday problem and Monty Hall—with Alex & Emily.
Hear the episode: https://www.bbc.co.uk/sounds/play/w3ct6sv0
Or pick up How to Expect the Unexpected: https://uk.bookshop.org/lists/kit-yates-books?&new-list-page=true
9/10You can find a longer version of this thread in my latest substack article:
https://open.substack.com/pub/kityates/p/middle-bias-at-the-bbc?r=1cw8pl&utm_campaign=post&utm_medium=web&showWelcomeOnShare=true
10/10 -
One key bias is middle bias - favouring central options and avoiding extremes.
Behavioural scientists have shown that adding an 'ultra‑premium' option to an initial offering of 'premium' and 'basic' makes the premium option (now middle) more popular
https://doi.org/10.1086/208899
6/10This is used in marketing and sales psychology. I believe it's known as 'anchoring'. The very high priced item/service makes the middle one seem more affordable.
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Ever notice that multiple‑choice quizzes often feel strangely predictable? I recently dug into why answers so often sit in the middle—and what this reveals about our deep, systematic difficulty with randomness. It’s more surprising than you might think. 🧵

1/10@kityates
Fighting the biases is one of the reasons why setting multiple choice exam questions is really difficult. You think sitting an exam is bad - try writing one. -
You can find a longer version of this thread in my latest substack article:
https://open.substack.com/pub/kityates/p/middle-bias-at-the-bbc?r=1cw8pl&utm_campaign=post&utm_medium=web&showWelcomeOnShare=true
10/10One of my first mistakes as a new professor was not using a randomizer for my multiple-choice questions.
About halfway through the exam, one of the braver students came up to ask if I was trying to mess with their heads.
I had to make an announcement that they should just pick what they thought was the right answer, even if it seemed like they were getting an impossible pattern in their answers.

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They wanted to answer a question from Griffith in Ghana about Unexpected Elements (https://www.bbc.co.uk/programmes/p016tmt2).
He’d noticed the quiz answers were often B or C, but rarely A—and wanted to know why.
3/10@kityates but they only had two b’s and one c to use, no a’s ; )
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Ever notice that multiple‑choice quizzes often feel strangely predictable? I recently dug into why answers so often sit in the middle—and what this reveals about our deep, systematic difficulty with randomness. It’s more surprising than you might think. 🧵

1/10@kityates I recall a major one in some math program. In one algebra quiz, the wrong answers had exactly one deviation from the right answer, allowing a quick solution by skipping the calculation.
For the general case, I suspect this is based on making wrong answers only a variation of the right answer.
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You can find a longer version of this thread in my latest substack article:
https://open.substack.com/pub/kityates/p/middle-bias-at-the-bbc?r=1cw8pl&utm_campaign=post&utm_medium=web&showWelcomeOnShare=true
10/10@kityates
Enjoyable thread.Yes, middle option is a bias, in creating and using surveys. which is why we use randomized order where possible, but Likert scales can't be random, and forced choice is a poor solution.
There are myriad other issues with survey design as well - from answer length to the monstrous weirdness of impure continua. And then you haven't even touched on (mis)leading or ungrounded questions.
Survey design is complex and insanely difficult
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I med-mastodon.com shared this topic