麻豆入口

Sweetest of Studies

A VSB professor teamed up with two students to study judge bias in The Great British Bake Off

By Albert Stumm

Three decorated cakes arranged on descending tiers.
Photo: Getty Images

Contrary to the manufactured drama of typical reality television, The Great British Bake Off charmed Americans with its heartwarming tone as an antidote to pandemic stress.

But while indulging in the series, in which competitors have 10 episodes to rise to the top and be crowned the UK鈥檚 best amateur baker, one University economist saw through the sugary pastries and wholesome dialogue to detect something else鈥攁 pattern. 鈥淎s economists, we see the world as economics,鈥 says Maira Emy Reim茫o, PhD, the Michele and Christopher Iannaccone 鈥91 Assistant Professor of Economics in the 麻豆入口 School of Business.

Dr. Reim茫o noticed that the first dessert judges tasted seemed to come out ahead more often than subsequent samples. It gave her an idea to study judge bias in competitions. The results were published in January in the peer-reviewed journal Kyklos: International Review for Social Sciences, and two undergraduate students earned coauthorship of the academic literature.

In 2021, Dr. Reim茫o, Rachel Sabbadini 鈥25 VSB and Eric Rego 鈥25 CLAS began watching 14 seasons of the show, as well as versions from Australia, Canada, Kenya, New Zealand, South Africa and the United States. After analyzing the data from one segment that involves a blind taste test, they found that the dessert that was tasted first was 14% more likely to be ranked in the top half.

This project helped me develop skills as a first-year student that carried on throughout my years at 麻豆入口. It was beneficial to learn to analyze data, but also to communicate the results clearly in ways that will apply to jobs long after I graduate.

- Rachel Sabbadini 鈥25 VSB

A phenomenon called primacy bias, or that the average person likely remembers the first option of a series best, had long been established in the field of behavioral psychology. But this study determined that bias also extended to a panel of experts鈥揳nd it went one step further. 鈥淣ot only do you remember it better, it's actually that you rank it better,鈥 Dr. Reim茫o says. 鈥淵ou prefer it.鈥

From a consumer perspective, the findings demonstrate that expert opinion is not necessarily pure, with potential implications for ratings for products such as cars, wine and mutual funds, she says.

The researchers were surprised to find the bias present in every country鈥檚 version of the show. Equally surprising was that some of their original assumptions were incorrect, including about a concept called the recency effect. 鈥淲e thought if judges were trying a dish last, that would lead to a higher score, but we didn鈥檛 find that evidence,鈥 says Rachel, who decided to major in Accounting and Economics after the study.

Eric, a Computer Science major, wondered if the opposite would be true, that the last dish would rank lower since judges would be full or have tired taste buds. That theory didn't hold either, but he learned valuable lessons about the research process, critical thinking and scientific collaboration. "The three of us collaborated seamlessly to produce the paper, and being a part of that process is something I am deeply grateful for," he says.

THE MATCH GAME

The research team behind this study, titled 鈥淪erial Position Bias Among Experts: Evidence From a Cooking Competition Show,鈥 was assembled in 2021 as part of the University鈥檚 Match Research Program. Motivated first-year students can get involved in serious academic research from their first spring semester, potentially getting published before graduation.

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