Quantifying differences in packaged food and drink purchases among households with diet-related cardiometabolic multi-morbidity: a cross-sectional analysis

Iben M. Ricket, Jeremiah R. Brown, Todd A. MacKenzie, Yu Ma, Dhruv Grewal, Kusum L. Ailawadi, Jennifer A. Emond

Research output: Contribution to journalArticlepeer-review

Abstract

Background: Diet is important for chronic disease management, with limited research understanding dietary choices among those with multi-morbidity, the state of having 2 or more chronic conditions. The objective of this study was to identify associations between packaged food and drink purchases and diet-related cardiometabolic multi-morbidity (DRCMM). Methods: Cross-sectional associations between packaged food and drink purchases and household DRCMM were investigated using a national sample of U.S. households participating in a research marketing study. DRCMM households were defined as household head(s) self-reporting 2 or more diet-related chronic conditions. Separate multivariable logistic regression models were used to model the associations between household DRCMM status and total servings of, and total calories and nutrients from, packaged food and drinks purchased per month, as well as the nutrient density (protein, carbohydrates, and fat per serving) of packaged food and drinks purchased per month, adjusted for household size. Results: Among eligible households, 3795 (16.8%) had DRCMM. On average, households with DRCMM versus without purchased 14.8 more servings per capita, per month, from packaged foods and drinks (p < 0.001). DRCMM households were 1.01 times more likely to purchase fat and carbohydrates in lieu of protein across all packaged food and drinks (p = 0.002, p = 0.000, respectively). DRCMM households averaged fewer grams per serving of protein, carbohydrates, and fat per month across all food and drink purchases (all p < 0.001). When carbonated soft drinks and juices were excluded, the same associations for grams of protein and carbohydrates per serving per month were seen (both p < 0.001) but the association for grams of fat per serving per month attenuated. Conclusions: DRCMM households purchased greater quantities of packaged food and drinks per capita than non-DRCMM households, which contributed to more fat, carbohydrates, and sodium in the home. However, food and drinks in DRCMM homes on average were lower in nutrient-density. Future studies are needed to understand the motivations for packaged food and drink choices among households with DRCMM to inform interventions targeting the home food environment.

Original languageEnglish
Article number2101
JournalBMC Public Health
Volume22
Issue number1
DOIs
Publication statusPublished - Dec 2022

Bibliographical note

Funding Information:
Jeremiah R Brown: Supported in part by the National Heart, Lung, and Blood Institute (R01HL130828).

Funding Information:
Yu Ma: Supported in part by Social Sciences and Humanities Research Council (SSHRC) (Grant 435–2016-0250).

Publisher Copyright:
© 2022, The Author(s).

Keywords

  • Diet and multi-morbidity
  • Diet-related cardiometabolic multi-morbidity
  • Energy and nutrient-density
  • Packaged food, and drinks

ASJC Scopus subject areas

  • Public Health, Environmental and Occupational Health

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