Snacking Behaviors, Diet Quality, and Body Mass Index in a Community Sample of Working Adults

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Abstract

Background: Snacking behaviors have been linked with higher energy intake and excess weight. However, results have been inconsistent. In addition, few data are available on the extent to which snacking affects diet quality. Objective: This study describes snacking behaviors, including total snacking energy, frequency, time of day, and percentage of snacking energy intake by food groups, and their associations with diet quality and body mass index (BMI; calculated as kg/m2). Design: Snacking behaviors and dietary intake were examined cross-sectionally among 233 adults participating in a community-based worksite nutrition intervention from September 2010 through February 2013. Three telephone-administered 24-hour dietary recalls were collected (2 weekdays; 1 weekend day). Diet quality was characterized by the Healthy Eating Index 2010 and BMI was computed using measured height and weight. Setting: The setting was a large metropolitan medical complex in Minneapolis, Minnesota. Main outcome measures: Outcome measures included diet quality and BMI. Statistical analyses: General linear regression models were used to examine associations between each of the snacking behaviors as independent variables, and diet quality and BMI as dependent variables. Results: Percent of snacking energy from fruit and juice (β=.13; P=0.001) and nuts (β=.16; P=0.008) were significantly positively associated with diet quality. Percent of snacking energy from desserts and sweets (β=-.16; P<0.001) and sugar-sweetened beverages (β=-.22; P=0.024) were significantly inversely associated. Percent of snacking energy from vegetables (β=-.18; P=0.044) was significantly associated with lower BMI. Percent snacking energy from desserts and sweets was significantly associated with a higher BMI (β=.04; P=0.017). Conclusions: Snack food choices, but not total energy from snacks, frequency, or time of day, were significantly associated with diet quality and BMI.

Original languageEnglish (US)
Pages (from-to)1117-1123
Number of pages7
JournalJournal of the Academy of Nutrition and Dietetics
Volume115
Issue number7
DOIs
StatePublished - Jul 1 2015

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Snacks
nutritional adequacy
body mass index
Body Mass Index
Diet
energy
desserts
sampling
energy intake
snack foods
diet recall
nutritional intervention
healthy diet
food groups
Energy Intake
snacks
nuts
food choices
beverages
Linear Models

Keywords

  • Adults
  • Body mass index
  • Diet quality
  • Healthy eating index
  • Snacking

Cite this

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title = "Snacking Behaviors, Diet Quality, and Body Mass Index in a Community Sample of Working Adults",
abstract = "Background: Snacking behaviors have been linked with higher energy intake and excess weight. However, results have been inconsistent. In addition, few data are available on the extent to which snacking affects diet quality. Objective: This study describes snacking behaviors, including total snacking energy, frequency, time of day, and percentage of snacking energy intake by food groups, and their associations with diet quality and body mass index (BMI; calculated as kg/m2). Design: Snacking behaviors and dietary intake were examined cross-sectionally among 233 adults participating in a community-based worksite nutrition intervention from September 2010 through February 2013. Three telephone-administered 24-hour dietary recalls were collected (2 weekdays; 1 weekend day). Diet quality was characterized by the Healthy Eating Index 2010 and BMI was computed using measured height and weight. Setting: The setting was a large metropolitan medical complex in Minneapolis, Minnesota. Main outcome measures: Outcome measures included diet quality and BMI. Statistical analyses: General linear regression models were used to examine associations between each of the snacking behaviors as independent variables, and diet quality and BMI as dependent variables. Results: Percent of snacking energy from fruit and juice (β=.13; P=0.001) and nuts (β=.16; P=0.008) were significantly positively associated with diet quality. Percent of snacking energy from desserts and sweets (β=-.16; P<0.001) and sugar-sweetened beverages (β=-.22; P=0.024) were significantly inversely associated. Percent of snacking energy from vegetables (β=-.18; P=0.044) was significantly associated with lower BMI. Percent snacking energy from desserts and sweets was significantly associated with a higher BMI (β=.04; P=0.017). Conclusions: Snack food choices, but not total energy from snacks, frequency, or time of day, were significantly associated with diet quality and BMI.",
keywords = "Adults, Body mass index, Diet quality, Healthy eating index, Snacking",
author = "Barnes, {Timothy L.} and French, {Simone A.} and Harnack, {Lisa J.} and Mitchell, {Nathan R.} and Julian Wolfson",
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T1 - Snacking Behaviors, Diet Quality, and Body Mass Index in a Community Sample of Working Adults

AU - Barnes, Timothy L.

AU - French, Simone A.

AU - Harnack, Lisa J.

AU - Mitchell, Nathan R.

AU - Wolfson, Julian

PY - 2015/7/1

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N2 - Background: Snacking behaviors have been linked with higher energy intake and excess weight. However, results have been inconsistent. In addition, few data are available on the extent to which snacking affects diet quality. Objective: This study describes snacking behaviors, including total snacking energy, frequency, time of day, and percentage of snacking energy intake by food groups, and their associations with diet quality and body mass index (BMI; calculated as kg/m2). Design: Snacking behaviors and dietary intake were examined cross-sectionally among 233 adults participating in a community-based worksite nutrition intervention from September 2010 through February 2013. Three telephone-administered 24-hour dietary recalls were collected (2 weekdays; 1 weekend day). Diet quality was characterized by the Healthy Eating Index 2010 and BMI was computed using measured height and weight. Setting: The setting was a large metropolitan medical complex in Minneapolis, Minnesota. Main outcome measures: Outcome measures included diet quality and BMI. Statistical analyses: General linear regression models were used to examine associations between each of the snacking behaviors as independent variables, and diet quality and BMI as dependent variables. Results: Percent of snacking energy from fruit and juice (β=.13; P=0.001) and nuts (β=.16; P=0.008) were significantly positively associated with diet quality. Percent of snacking energy from desserts and sweets (β=-.16; P<0.001) and sugar-sweetened beverages (β=-.22; P=0.024) were significantly inversely associated. Percent of snacking energy from vegetables (β=-.18; P=0.044) was significantly associated with lower BMI. Percent snacking energy from desserts and sweets was significantly associated with a higher BMI (β=.04; P=0.017). Conclusions: Snack food choices, but not total energy from snacks, frequency, or time of day, were significantly associated with diet quality and BMI.

AB - Background: Snacking behaviors have been linked with higher energy intake and excess weight. However, results have been inconsistent. In addition, few data are available on the extent to which snacking affects diet quality. Objective: This study describes snacking behaviors, including total snacking energy, frequency, time of day, and percentage of snacking energy intake by food groups, and their associations with diet quality and body mass index (BMI; calculated as kg/m2). Design: Snacking behaviors and dietary intake were examined cross-sectionally among 233 adults participating in a community-based worksite nutrition intervention from September 2010 through February 2013. Three telephone-administered 24-hour dietary recalls were collected (2 weekdays; 1 weekend day). Diet quality was characterized by the Healthy Eating Index 2010 and BMI was computed using measured height and weight. Setting: The setting was a large metropolitan medical complex in Minneapolis, Minnesota. Main outcome measures: Outcome measures included diet quality and BMI. Statistical analyses: General linear regression models were used to examine associations between each of the snacking behaviors as independent variables, and diet quality and BMI as dependent variables. Results: Percent of snacking energy from fruit and juice (β=.13; P=0.001) and nuts (β=.16; P=0.008) were significantly positively associated with diet quality. Percent of snacking energy from desserts and sweets (β=-.16; P<0.001) and sugar-sweetened beverages (β=-.22; P=0.024) were significantly inversely associated. Percent of snacking energy from vegetables (β=-.18; P=0.044) was significantly associated with lower BMI. Percent snacking energy from desserts and sweets was significantly associated with a higher BMI (β=.04; P=0.017). Conclusions: Snack food choices, but not total energy from snacks, frequency, or time of day, were significantly associated with diet quality and BMI.

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