Menus Subscribe Search

Follow us


Findings

sunny-restaurant

(Photo: JordiDelgado/Shutterstock)

Does That Restaurant Rate 4 Stars? Sure—on a Sunny Day

• April 04, 2014 • 4:00 AM

(Photo: JordiDelgado/Shutterstock)

New research finds online restaurant reviews are influenced by the weather.

Curious about that new restaurant across town? You can always go online and see what diners have said about it.

Not a bad idea, but you’ll also want to check the weather—on the day each review was written.

A new study that tracked over one million online restaurant reviews finds the evaluations are driven not only by food and service, but also by meteorological conditions.

“The ratings for a restaurant when the user visited it in moderate weather conditions are likely to be higher than ratings when the visit was during very cold or very hot weather.”

Specifically, it finds days that are warm (but not too hot) and rain-free tend to produce the most positive notices. Cold and/or wet patrons are, not surprisingly, tougher to please.

Researchers Saeideh Bakhshi and Eric Gilbert of Georgia Tech and Partha Kanuparthy of Yahoo Labs examined more than 1.1 million reviews of 840,000 restaurants in 32,402 cities spread across the U.S. Using the CityGrid database, they obtained data from a variety of sites, including Citysearch, AllMenus, Foursquare, and GrubHub.

They collected demographic data on each restaurant that was reviewed, including median income and education level of the neighborhood where it is located. In addition, they compiled information on the minimum and maximum temperature on the day of each review, and whether it rained or snowed.

The key results: “In all cases of precipitation … the rating is affected negatively,” the researchers write. Users consistently rated restaurants lower on days when it rained or snowed—even if the rain wasn’t heavy.

Outdoor temperatures similarly impacted the scores. “The ratings for a restaurant when the user visited it in moderate weather conditions are likely to be higher than ratings when the visit was during very cold or very hot weather,” they report. Days that are warm, but not too hot, put people in a particularly good mood and inspire positive notices.

The researchers also found a seasonal trend, perhaps related to the positive impact of warmth. “Diners tend to give lower ratings to restaurants in the summer months of July and August,” they write.

“Psychologists have long known—in the offline world—that sunlight, and weather in general, influences people’s moods, thinking, and judgment,” the researchers note. “Both seasonal and daily variations in weather have been documented to have effects on mood, depression and behavior.”

So, by all means, take those online reviews into consideration before making a restaurant reservation. But know that (a) they are snapshots of an experience that occurred on a specific day, and (b) people’s judgments are influenced by all sorts of factors—including the weather.

After all, doesn’t food taste better on a warm, sunny day?

Tom Jacobs
Staff writer Tom Jacobs is a veteran journalist with more than 20 years experience at daily newspapers. He has served as a staff writer for The Los Angeles Daily News and the Santa Barbara News-Press. His work has also appeared in The Los Angeles Times, Chicago Tribune, and Ventura County Star.

More From Tom Jacobs

A weekly roundup of the best of Pacific Standard and PSmag.com, delivered straight to your inbox.

Recent Posts

November 24 • 6:00 AM

They Steal Babies, Don’t They?

Ethiopia, the Hague, and the rise and fall of international adoption. An exclusive investigation of internal U.S. State Department documents describing how humanitarian adoptions metastasized into a mini-industry shot through with fraud, becoming a source of income for unscrupulous orphanages, government officials, and shady operators—and was then reined back in through diplomacy, regulation, and a brand-new federal law.


November 24 • 4:00 AM

Nudging Drivers, and Pedestrians, Into Better Behavior

Daniel Pink’s new series, Crowd Control, premieres tonight on the National Geographic Channel.


November 21 • 4:00 PM

Why Are America’s Poorest Toddlers Being Over-Prescribed ADHD Drugs?

Against all medical guidelines, children who are two and three years old are getting diagnosed with ADHD and treated with Adderall and other stimulants. It may be shocking, but it’s perfectly legal.



November 21 • 2:00 PM

The Best Moms Let Mess Happen

That’s the message of a Bounty commercial that reminds this sociologist of Sharon Hays’ work on “the ideology of intensive motherhood.”


November 21 • 12:00 PM

Eating Disorders Are Not Just for Women

Men, like women, are affected by our cultural preoccupation with thinness. And refusing to recognize that only makes things worse.


November 21 • 10:00 AM

Queens of the South

Inside Asheville, North Carolina’s 7th annual Miss Gay Latina pageant.


November 21 • 9:12 AM

‘Shirtstorm’ and Sexism in Science

Following the recent T-shirt controversy, it’s clear that sexism in science persists. But the forces driving the gender gap are still being debated.


November 21 • 8:00 AM

What Makes a Film Successful in 2014?

Domestic box office earnings are no longer a reliable metric.



November 21 • 6:00 AM

What Makes a City Unhappy?

According to the National Bureau of Economic Research, Dana McMahan splits time between two of the country’s unhappiest cities. She set out to explore the causes of the happiness deficits.


November 21 • 5:04 AM

Sufferers of Social Anxiety Disorder, Your Friends Like You

The first study of friends’ perceptions suggest they know something’s off with their pals but like them just the same.


November 21 • 4:00 AM

In 2001 Study, Black Celebrities Judged Harshly in Rape Cases

When accused of rape, black celebrities were viewed more negatively than non-celebrities. The opposite was true of whites.


November 20 • 4:00 PM

Women, Kink, and Sex Addiction: It’s Not Like the Movies

The popular view is that if a woman is into BDSM she’s probably a sex addict, and vice versa. In fact, most kinky women are perfectly happy—and possibly healthier than their vanilla counterparts.


November 20 • 2:00 PM

A Majority of Middle-Class Black Children Will Be Poorer as Adults

The disturbing findings of a new study.


November 20 • 12:00 PM

Standing Up for My Group by Kicking Yours

Members of a minority ethnic group are less likely to express support for gay equality if they believe their own group suffers from discrimination.


November 20 • 10:00 AM

For Juvenile Records, It’s ‘Justice by Geography’

A new study finds an inconsistent patchwork of policies across states for how juvenile records are sealed and expunged.


November 20 • 8:00 AM

Surviving the Secret Childhood Trauma of a Parent’s Drug Addiction

As a young girl, Alana Levinson struggled with the shame of her father’s substance abuse. But when she looked more deeply into the research on children of drug-addicted parents, she realized society’s “conspiracy of silence” was keeping her—and possibly millions of others—from adequately dealing with the experience.



November 20 • 6:00 AM

Extreme Weather, Caused by Climate Change, Is Here. Can Nike Prepare You?

Following the approach we often see from companies marketing products before big storms, Nike focuses on climate change science in the promotion of its latest line of base-layer apparel. Is it a sign that more Americans are taking climate change seriously? Don’t get your hopes up.


November 20 • 5:00 AM

How Old Brains Learn New Tricks

A new study shows that the neural plasticity needed for learning doesn’t vanish as we age—it just moves.


November 20 • 4:00 AM

The FBI’s Dangerous Misrepresentation of Encryption Law

The FBI no more deserves a direct line to your data than it deserves to intercept your mail at the post office. But it doesn’t want you to know that.


November 20 • 2:00 AM

Brain Drain Is Economic Development

It may be hard to see unless you shift your focus from places to people, but both destination and source can benefit from “brain drain.”


November 19 • 9:00 PM

Gays Rights Are Great, but Ixnay on the PDAs

New research suggests both heterosexuals and gay men are uncomfortable with public same-sex kissing.


November 19 • 4:00 PM

The Red Cross’ Own Employees Doubt the Charity’s Ethics

Survey results obtained by ProPublica also show a crisis of trust in the charity’s senior leadership.


Follow us


Sufferers of Social Anxiety Disorder, Your Friends Like You

The first study of friends' perceptions suggest they know something's off with their pals but like them just the same.

Standing Up for My Group by Kicking Yours

Members of a minority ethnic group are less likely to express support for gay equality if they believe their own group suffers from discrimination.

How Old Brains Learn New Tricks

A new study shows that the neural plasticity needed for learning doesn't vanish as we age—it just moves.

Ethnic Diversity Deflates Market Bubbles

But it's not in the rainbow and sing-along way you'd hope for. We just don't trust outsiders' judgments.

Online Brain Exercises Are Probably Useless

Even under the guidance of a specialist trainer, computer-based brain exercises have only modest benefits, a new analysis shows.

The Big One

One in two United States senators and two in five House members who left office between 1998 and 2004 became lobbyists. November/December 2014

Copyright © 2014 by Pacific Standard and The Miller-McCune Center for Research, Media, and Public Policy. All Rights Reserved.