Why It Can Be Hard to Stop Eating Even When You’re Full

All foods aren’t created equal. Most are tasty, which is helpful because we need to eat to survive. For example, a fresh apple is palatable to most people and provides vital nutrients and calories.

But certain foods, such as pizza, potato chips, and chocolate chip cookies, are almost irresistible. They’re always in demand at parties, and they’re easy to keep eating, even when we are full.

In these foods, a synergy between key ingredients can create an artificially enhanced palatability experience that is greater than any key ingredient would produce alone. Researchers call this hyper-palatability. Eaters call it delicious.

Initial studies suggest that foods with two or more key ingredients linked to palatability—specifically, sugar, salt, fat or carbohydrates—can activate brain-reward neurocircuits, similarly to drugs such as cocaine or opioids. They may also be able to bypass mechanisms in our bodies that make us feel full and tell us to stop eating.

Our research focuses on rewarding foods, addictive behaviors, and obesity. We recently published a study with nutritional scientist Debra Sullivan that identifies three clusters of key ingredients that can make foods hyper-palatable. Using those definitions, we estimated that nearly two-thirds of foods widely consumed in the United States fall into at least one of those three groups.

Cracking the Codes

Foods that are highly rewarding, easily accessible, and cheap are everywhere in our society. Unsurprisingly, eating them has been associated with obesity.

Documentaries in the past 20 years have reported that food companies have developed formulas to make palatable foods more enticing. However, manufacturers typically guard their recipes as trade secrets, so academic scientists can’t study them.

Instead, researchers have used descriptive definitions to capture what makes some foods hyper-palatable. For example, in his 2012 book ”Your Food Is Fooling You: How Your Brain Is Hijacked by Sugar, Fat, and Salt,“ David Kessler, former commissioner of the U.S. Food and Drug Administration (FDA), wrote:

“What are these foods? … Some are sweetened drinks, chips, cookies, candy, and other snack foods. Then, of course, there are fast food meals—fried chicken, pizza, burgers, and fries.”

But these definitions aren’t standardized, so it’s hard to compare results across studies. And they fail to identify the relevant ingredients. Our study sought to establish a quantitative definition of hyper-palatable foods and then use it to determine how prevalent these foods are in the United States.

3 Key Clusters

We conducted our work in two parts. First, we carried out a literature search to identify scientific articles that used descriptive definitions of the full range of palatable foods. We entered these foods into standardized nutrition software to obtain detailed data on the nutrients they contained.

Next, we used a graphing procedure to determine whether certain foods appeared to cluster together. We then used the clusters to inform our numeric definition. We found that hyper-palatable foods fell into three distinct clusters:

1) Fat and sodium, with more than 25 percent of total calories (abbreviated as kcal) from fat and at least 0.30 percent sodium per gram per serving. Bacon and pizza are examples.

2) Fat and simple sugars, with more than 20 percent kcal from fat and more than 20 percent kcal from simple sugars. Cake is an example.

3) Carbohydrates and sodium, with more than 40 percent kcal from carbohydrates and at least 0.20 percent sodium per gram per serving. Buttered popcorn is an example.

Then we applied our definition to the U.S. Department of Agriculture’s Food and Nutrient Database for Dietary Studies, or FNDDS, which catalogs foods that Americans report eating in a biennial federal survey on nutrition and health. The database contained 7,757 food items that we used in our analysis.

More than 60 percent of these foods met our criteria for hyper-palatability. Among them, 70 percent were in the fat-sodium cluster, including many types of meat, meat-based dishes, omelets, and cheese dips. Another 25 percent fell into the fat-simple sugars cluster, which included sweets and desserts, and also foods such as glazed carrots and other vegetables cooked with fat and sugar.

Finally, 16 percent were in the carbohydrate-sodium cluster, which consisted of carbohydrate-dense meal items such as pizza, plus bread, cereals, and snack foods. Fewer than 10 percent of foods fell into multiple clusters.

We also looked at which of the USDA’s food categories contained the most hyper-palatable foods. More than 70 percent of meats, eggs, and grain-based foods in the FNDDS met our criteria for hyper palatability. We were surprised to find that 49 percent of foods labeled as containing “reduced,” “low,” or zero levels of sugar, fat, salt, or calories qualified as hyper-palatable.

Finally, we considered whether our definition captured what we hypothesized it would capture. It identified more than 85 percent of foods labeled as fast or fried, as well as sweets and desserts. Conversely, it didn’t capture foods that we hypothesized weren’t hyper-palatable, such as raw fruits, meats, or fish, or 97 percent of raw vegetables.

Tackling Obesity

If scientific evidence supporting our proposed definition of hyper-palatable foods accumulates, and it shows that our definition is associated with overeating and obesity-related outcomes, our findings could be used in several ways.

First, the FDA could require hyper-palatable foods to be labeled—an approach that would alert consumers to what they may be eating while preserving consumer choice. The agency also could regulate or limit specific combinations of ingredients as a way to reduce people being exposed to these difficult-to-resist foods.

Consumers also could consider the role of hyper-palatable foods in their own lives. Our team needs to do further work validating our definition before we translate it for the public, but as a first step, individuals can examine whether the foods they eat contain multiple ingredients such as fat and sodium, particularly at high levels. Recent surveys show increased interest among U.S. consumers in making informed food choices, although they often aren’t sure which sources to trust.

One starting point for people concerned about healthy eating is to consume foods that are unlikely to be hyper-palatable—items that occur naturally and have few or no additional ingredients, such as fresh fruit. As food writer Michael Pollan recommends, “Don’t eat anything your great-grandmother wouldn’t recognize as food.”

Tera Fazzino is an assistant professor of psychology and associate director of the Cofrin Logan Center for Addiction Research and Treatment at the University of Kansas, and Kaitlyn Rohde is a research assistant at the Cofrin Logan Center for Addiction Research and Treatment at the University of Kansas. The article was originally published on The Conversation.