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Buy your groceries online? Watch out for this food labeling gap

The absence of accessible food labeling has tangible consequences for public health.

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Picture this: You’re shopping online for this week’s groceries. You try to pick healthy options based on the information provided by the online retailer. You can tell that the products you’re choosing are organic, non-GMO, or Fair Trade Certified. But in many cases, you can’t find the nutrition facts, ingredient list, or even a list of allergens.

A new study of online grocery retailers shows this problem is pervasive, to the detriment of public health and safety in the US The study, led by researchers at the Friedman School of Nutrition Science and Policy at Tufts University and published in Public Health Nutrition, shows a lack of present, accessible, and legible information about the food consumers buy, while marketing claims are still prominent. The absence of accessible food labeling has tangible consequences for public health, said Julia Sharib, first author on the study and manager of research and communications for the Food is Medicine Institute at the Friedman School.

“The government has clearly intended that you should be able to know certain things about your food,” said Sean Cash, Bergstrom Foundation Professor in Global Nutrition at the Friedman School and senior author on the study. “The way we’ve regulated that in the United States is to put that information on the packaging. But that hasn’t carried over to online spaces very well.”

A Lack of Information

Cash and researchers at the Friedman School and New York University (NYU) first identified the lack of accessible food labeling among online retailers in a 2022 pilot study of 10 food products across nine online grocery retailers. That study found that information required by the Food and Drug Administration (FDA) about food, such as nutrition facts, an ingredient list, and an allergen list were often absent, and were less present than marketing claims.

The lack of information accessible in online settings reveals a “major gap” in federal regulations, Cash said. While food manufacturers are required by the FDA to present certain information on food packaging, online grocery retailers aren’t required to reproduce that information on their websites. That means that consumers won’t necessarily be able to access information about calories, nutrition content, or allergens when buying their groceries online.

Since 2022, there were some reasons to think that retailers would step up their game. First, online grocery shopping is here to stay—recent data from the U.S. Department of Agriculture (USDA) indicates that 20% of Americans buy their groceries online, while over 80% have done so in the past three years. The trend has been aided by a drop in online food prices relative to in-store shopping: Prices are now roughly comparable between in-store and online groceries, which hasn’t always been the case.

Second, online food retailers could have responded to the growing market by deciding to get out ahead of any regulatory action. “We thought there might be practical changes in what food retailers are doing,” Cash said.

There have been signs that the FDA is considering regulatory action, too. In 2023, the agency issued a request for information on food labeling in online grocery shopping, citing previous research from Cash and his colleagues as one basis of their request. “We, and others, have been pushing for change,” Cash said. But the agency has not yet taken regulatory action to close the gap.

The new study, with co-authors Jennifer Pomeranz, associate professor of public health policy and management at the NYU School of Global Public Health, and Dariush Mozaffarian, director of the Food is Medicine Institute and Jean Mayer Professor of Nutrition at the Friedman School, gives a more complete look at the issue and analyzes 60 food products across 10 different online grocery retailers. The food products were chosen to represent the typical range of food commonly sold at supermarkets, based on a formula used by the USDA for administering food assistance programs. The results show the trend has persisted: Each FDA-required label was present, accessible, and legible for just 35.1% of products.

Marketing claims and labels, though, were present for 83.7% of products. That’s what Cash finds unpalatable. “It’s far easier to find marketing that’s trying to sell you the food rather than the information that our society agrees should be there to tell you about your food,” he said.

“We saw many cases in which a nutrition facts label, for example, was only accessible after scrolling through a dozen marketing images, essentially forcing any consumers seeking that label to interact with marketing language,” Sharib said.

Making Shopping More Accessible

Studies show that population health is better when ingredient lists and nutrition facts are provided. When consumers can’t access that information, retailers “run the risk of perpetuating consumer’s incorrect understandings about the healthfulness of the foods they buy,” Sharib said.

Additionally, plenty of Americans follow specific diets meant to control certain health conditions and may be looking for foods with a specific nutrition content. “For example, if you’re worried about sodium intake because you have hypertension, food labeling is something that can be a very important part of your life,” Cash said. For people with specific allergies, a lack of food labeling can be dangerous, too.

The best way consumers can get the FDA-required information is to visit the websites of the food manufacturers themselves, Cash said. On those sites, nutrition information and ingredient lists are much more likely to be present and legible. Cash cautions that food labeling found in product reviews can be helpful, but may also be out of date or inaccurate.

And ultimately, the onus should be on regulators and the industry to provide important information to consumers, Cash said. “Putting the burden on consumers is not what we should be doing,” he said.

There are a few solutions: First, regulators or congress could pass new laws or issue new regulations to compel food retailers to make food labeling accessible. Second, the U.S. government could help online retailers to make food labeling accessible by providing a public database of nutrition, ingredient, and allergen information of packaged foods, Cash said.

“We simply cannot continue to let this sector grow without modern regulation,” Sharib said.

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In-aisle store displays might crowd shoppers and reduce overall sales

Retailers might seek strategies to boost product exposure without also increasing crowding – especially for cart shoppers who may experience greater crowding effects – and that excessive use of in-aisle fixtures will likely dampen sales at the aggregate level rather than increasing it. 

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In a study involving a real-world grocery store, in-aisle displays meant to boost product visibility were in fact associated with reduced sales and purchase-related behaviors, with results amplified for shopping cart users.

Mathias Streicher of Austria’s Department of Management and Marketing presents these findings in the open-access journal PLOS One.

Retailers often place extra product displays directly in aisles in an effort to boost visibility and enhance sales. However, in-aisle displays could increase spatial crowding, which occurs when people feel restricted in their freedom of movement and has been linked with purchase-avoidance tendencies. To help clarify if in-aisle displays result in more purchases, Streicher conducted several experiments with a partnering grocery store.

First, they tracked weekly sales for an aisle containing household, baby and pet staples over a six-week period during which five product-display stands were placed mid-aisle. The stands were then removed for six weeks. Comparison of sales data showed that in fact, sales increased after removal of the in-aisle displays, with the average weekly percentage of total store revenue from that aisle rising from 4.33 to 4.83 percent.

A second in-store experiment in the same aisle showed that people using shopping carts also stopped and physically handled products—behavior previously linked with sales—about 7.05 times more often when in-aisle displays were absent than when they were present. Non-cart shoppers also touched products more often when displays were removed, but the effect was smaller (3.81 times).

Finally, in an online experiment, 200 participants imagined using a shopping cart or basket while viewing photographs of the same aisle from the in-store experiments, with or without in-aisle displays. They tended to rate the aisle with displays as more crowded and reported lower levels of perceived control for aisles with displays than those without, with effects amplified for imagined cart versus basket use.

Together, these findings suggest retailers might seek strategies to boost product exposure without also increasing crowding – especially for cart shoppers who may experience greater crowding effects – and that excessive use of in-aisle fixtures will likely dampen sales at the aggregate level rather than increasing it. 

Further research could address some of this study’s limitations, such as by considering the effects of human crowding, promotional offers on products, and seasonal influences on shopping behaviors.

Streicher adds: “The research shows that adding merchandise into store aisles can actually reduce overall sales by making the environment feel crowded and harder to navigate. Importantly, this negative effect is even stronger for shoppers using carts, as they experience greater spatial constraints and reduced control while shopping.”

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Structure of online reviews shapes their helpfulness

Reviews that grow increasingly positive are most helpful to readers, while those that turn negative are least helpful. For average-rated products, progressively negative trajectories enhance helpfulness, whereas reviews that start negative and grow positive are least effective.

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A study of nearly 200,000 Amazon reviews shows that the usefulness of online product reviews depends not only on what is said, but on how the information is structured.

The researchers, from the Universities of Cambridge and Queensland, studied Amazon reviews for products ranging from clothing to food to electronics. They found that how the information is organised matters as much as what is said, and that different review structures are more or less helpful, depending on how highly the reviewer has rated the product.

Their results, published in the journal Scientific Reports, could help companies and third-party review platforms design their review pages to prompt the sort of reviews that will be most helpful to potential customers.

For example, a reviewer assessing a laptop might praise its performance and design while criticising its battery life, so how should such information be structured to be most useful to the reader? Should the review begin with criticism and end on a positive note, or start positively before turning to drawbacks?

“Any target of evaluation typically has both positive and negative aspects, which makes crafting evaluative messages challenging,” said co-author Dr Yeun Joon Kim from Cambridge Judge Business School. “The key question is how to structure these elements within a single message. For example, one might present criticism upfront and then move to praise, or instead integrate negative points within an otherwise positive evaluation. Yet research has paid little attention to this structural dimension.

“We wanted to understand whether certain structures are consistently more effective, or whether their effectiveness depends on the performance of the target being evaluated.”

The study was based on 195,675 reviews of 5,487 distinct products, and assessed performance and related factors, and a helpfulness score as measured by reader votes.

The researchers identified nine possible structures of online reviews ranging from Type A reviews that start positive and become more positive as they go along, to Type I reviews that start negatively and become even more negative – with lots of variance in between.

For highly-rated products, reviews that grow increasingly positive are most helpful to readers, while those that turn negative are least helpful. For average-rated products, progressively negative trajectories enhance helpfulness, whereas reviews that start negative and grow positive are least effective. For low-rated products, reviews are judged most helpful when they open constructively before introducing criticism.

“The results are nuanced but very clear,” said co-author Dr Luna Luan from the University of Queensland, who carried out the research while earning her PhD at Cambridge Judge Business School. “Looking at the overall sentiment of reviews does not fully translate into message effectiveness. It is the broader structure of sentiment – how positivity and negativity evolve throughout the review – that shapes how readers interpret online reviews.”

“Our findings have practical implications for how platforms and companies can design review pages in order to elicit the sort of reviews that will be most helpful to readers based on how highly products are rated,” said Kim. “For example, instead of simply asking ‘Write your review here’, the online review form could instead include micro-prompts that guide how reviewers structure feedback in a way recipients find most helpful.”

The researchers found the most commonly used review styles are not necessarily the most helpful to readers. In particular, for average- and low-rated products, the structures that reviewers tend to adopt often differ from those that readers find most useful.

This mismatch likely reflects different underlying motivations. Reviewers are not always writing to maximise usefulness for others, but may instead be expressing their own experiences, frustrations or emotions – especially when evaluating products of moderate or poor quality. As a result, review writing often serves both as information sharing and as a form of self-expression. This helps explain why widely used review styles do not always align with what readers perceive as most informative or helpful.

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Reversible words can lower consumer disbelief in ads

A simple word choice in marketing messages can significantly impact how confident consumers feel about believing – or not believing – a claim.

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It’s estimated that consumers experience hundreds if not thousands of marketing messages daily. While the exact number can depend, how much someone believes the message can be more important for marketing success than the number of messages they see. 

A new study reveals that a simple word choice in marketing messages can significantly impact how confident consumers feel about believing – or not believing – a claim. Researchers found that when words differ in their “reversability,” or how easily people can think of their opposites, it can trigger different mental processes when consumers evaluate marketing language. 

Imagine the messaging options for a new sunscreen designed specifically for those who like a strong scented product. The first product description reads, “The scent is prominent,” while the second notes, “The scent is intense.” The word “prominent” is uni-polar, meaning people tend to negate it by adding “not” to the original statement.

“Intense,” though, is a bi-polar word, meaning readers can easily come up with its opposite meaning and negate the statement by replacing it with its antonym. In this example, “The scent is mild,” instead of, “The scent is intense.” 

“When people encounter easily reversible words, like ‘intense’, in messages processed as negations (mild), they experience lower confidence in their judgements compared to words that are hard to reverse, like ‘prominent,’” explained Giulia Maimone, a postdoctoral scholar in marketing at the University of Florida Warrington College of Business. 

Across two experiments of more than 1,000 participants, the research demonstrated that this effect occurs because negations of bi-polar, or reversible, words engage a more elaborate cognitive process requiring additional mental effort, resulting in lower confidence of the statement’s truthfulness. 

Based on their findings, the researchers suggest that marketers take this advice when crafting language: for new products, use affirmative statements with easily reversible words, like ‘The scent is intense’ in the sunscreen example, which most consumers will judge as true with high confidence. Importantly, this language would also minimize the confidence of consumers who will be skeptical about the message, as they will process it via a more complex cognitive process that reduces confidence in those consumers’ disbelief. 

“This simple lexical choice could help companies maximize confidence in their desired messaging and minimize confidence among the doubters,” Maimone explained. 

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