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. 2022 Dec 15;153(1):225–241. doi: 10.1016/j.tjnut.2022.09.001

Table 3.

Examples (nonexhaustive list) of Nova coding of food items in the reference and alternative approaches in What We Eat in America, NHANES 2017–2018

Nondisaggregated mixed dish (i.e., restaurant, Mexican, Spanish rice) Oil, PAM5 cooking spray, original Cream and sour cream Evaporated milk, coconut cream, stevia Cottage, cream, and ricotta cheese Bacon, smoked or cured pork, pork chop, or pork roast Apple pie filling; chili with beans, canned; tomato products, canned, sauce Jellies, jams, applesauce, honey-roasted nuts, mustard Breads (nonhomemade) with uncertain classification (i.e., Injera, Ethiopian bread; tortilla) Ready-to-eat cereals with uncertain classification (i.e., corn flakes; Post Shredded Wheat) Salty snacks (unflavored) with uncertain classification (i.e., corn chips, plain; crackers, matzo, plain)
Reference approach Grains (unprocessed /minimally processed food) (coded according to the main ingredient) Plant oils (processed culinary ingredient) Animal fats (processed culinary ingredient) Other processed culinary ingredients Cheese (processed) Ham and other salted, smoked or canned meat or fish (processed) Vegetables and other plant foods preserved in brine (processed) Other processed foods Bread (ultraprocessed) Breakfast cereals (ultraprocessed) Salty snacks (ultraprocessed)
Alternative approach Approach 1 (most conservative)1 Nondisaggregated mixed dishes (additional separate group without a Nova assignation) Plant oils (processed culinary ingredient) Animal fats (processed culinary ingredient) Other processed culinary ingredients Cheese (processed) Ham and other salted, smoked or canned meat or fish (processed) Vegetables and other plant foods preserved in brine (processed) Other processed foods
  • -

    Injera, Ethiopian bread: disaggregated into underlying ingredients

  • -

    Tortilla: other processed foods

  • -

    Corn flakes: other processed foods

  • -

    Post Shredded Wheat: grains (unprocessed/minimally processed food)

  • -

    Corn chips, plain: other processed foods

  • -

    Crackers, matzo, plain: other unprocessed/minimally processed food

Approach 2 (least conservative)2 Nondisaggregated mixed dishes (additional separate group without a Nova assignation) Other ultraprocessed Other ultraprocessed Other ultraprocessed Other ultraprocessed Reconstituted meat (ultraprocessed)
  • -

    Apple pie filling: desserts and other sugary products (ultraprocessed)

  • -

    Chili with beans, canned: frozen and shelf-stable plate meals (ultraprocessed)

  • -

    Tomato products, canned, sauce: sauces, dressings and gravies (ultraprocessed)

  • -

    Jellies and jams and applesauce: desserts (ultraprocessed)

  • -

    Honey-roasted nuts: salty snacks (ultraprocessed)

  • -

    Mustard: sauces, dressings, and gravies (ultraprocessed)

Bread (ultraprocessed)
  • Breakfast cereals (ultraprocessed)

  • Salty snacks (ultraprocessed)

Approach 3 (not accounting for Food Source/Combination Food type)3 Grains (unprocessed/minimally processed food) (coded according to the main ingredient) Plant oils (processed culinary ingredient) Animal fats (processed culinary ingredient) Other processed culinary ingredients Cheese (processed) Ham and other salted, smoked or canned meat or fish (processed) Vegetables and other plant foods preserved in brine (processed) Other processed foods Bread (ultraprocessed) Breakfast cereals (ultraprocessed) Salty snacks (ultraprocessed)
Approach 4 (using SR codes only)4 Grains (unprocessed /minimally processed food) (coded according to the main ingredient) Plant oils (processed culinary ingredient) Animal fats (processed culinary ingredient) Other processed culinary ingredients Cheese (processed) Ham and other salted, smoked or canned meat or fish (processed) Vegetables and other plant foods preserved in brine (processed) Other processed foods Bread (ultraprocessed) Breakfast cereals (ultraprocessed) Salty snacks (ultraprocessed)
1

Items with uncertain classification were classified using the lowest potential processing level.

2

Items with uncertain classification were coded using the highest potential processing level.

3

Energy contributions were recalculated using the reference approach without taking into consideration participant-specific variables of “Combination Food Type” and “Source of food” from the dietary recall.

4

Energy contributions were recalculated using SR codes only for all food items (instead of only using SR codes for potential homemade dishes or when indifferent). Reference approach was used taking into consideration participant-specific variables of “Combination Food Type” and “Source of food” from the dietary recall. SR code, standard reference code or ingredient code from the USDA National Nutrient Database for Standard Reference.

5

PAM, Product of Arthur Meyerhoff.