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Table 1 Descriptors extracted from open-ended responses to “What do you think the term “ultra-processed” means?” (n = 1,004)

From: “Warning: ultra-processed”: an online experiment examining the impact of ultra-processed warning labels on consumers’ product perceptions and behavioral intentions

Characteristic

Descriptors mentioned in response

n

%

Lack of whole foods

Processing

• Very/heavily processed

• Industrially/chemically/machine processed

• Transformed, altered, modified, manipulated, refined, treated

• Many processing stages or phases

• Processing methods such as blending, grinding, crushing, pre-cooking

567

56%

Loss of original foods

• Lack or loss of original/natural food, “base,” or “material”

• Substances derived from whole foods or “food-like”

• Product made of “leftovers” or “remade”

32

3%

Synthetic substances

Additives

• Additives, preservatives, colors, aromas, emulsifiers, thickeners, flavorings

• Chemicals, unnatural/artificial/lab-made/industrial ingredients, unfamiliar ingredients/not used in home cooking

141

14%

Unnaturalness

• Unnatural, synthetic, artificial product

44

4%

Unhealthy products

Nutrient content

• Excessive nutrients of concern (i.e., calories, fat/oils, sugar, sodium/salt)

• Nutritionally poor or unbalanced

• Lacking beneficial nutrients (i.e., vitamins, minerals, fiber)

63

6%

Unhealthfulness

• Unhealthy or bad/harmful/dangerous to health

• Foods that should be avoided for health reasons

70

7%

Other UPF characteristics

Large number of ingredients

• Large number of ingredients or more than 5 ingredients

• Mixing of many foods or ingredients

48

5%

Convenience

• Ready-to-eat, ready-to-heat, pre-cooked/fried/prepared, frozen

• Fast, practical, efficient, convenient, portable, easy to prepare

57

6%

Non-UPF characteristics

Food-related but not UPF characteristic

• Food characteristics that are not part of UPF definition (e.g., GMOs, non-organic foods, sanitized/sterilized foods, canned foods, foods containing seasonings/condiments, fermented foods, foods containing hormones, vacuum-sealed foods, non-fresh foods)

• Example of UPF used as a definition rather than as example (e.g., equating UPFs to processed meats and providing no other definition)

• Foods that are re-sold/put back on the shelf

• Any other food-related interpretation

44

4%

Positive interpretation

• Assessment of product quality as good

• Well prepared or sophisticated product

36

4%

Outdated/Surpassed (“Ultrapassado”)

• Old, outdated, no longer used, out of season, beyond limit, overcome limit, beyond necessary

47

5%

Non-food related

• Response does not seem to relate to foods/beverages in any clear way

• Response does not seem to make sense in the context of the question

• Response refers to processes/processing but is phrased in a way that does not seem to refer to foods/beverages

58

6%

Doesn’t know or didn’t answer

• Response states that participant does not know or is unsure what UPFs are

• Response states “nothing” (i.e., the term ultraprocessed means nothing to the participant)

• Participant did not answer the question (missing response)

49

5%

  1. Characteristics and descriptors are not mutually exclusive
  2. Note. UPF=ultra-processed food.