Ordering patterns following the implementation of a healthier children's restaurant menu: A latent class analysis

Objective Identify ordering patterns following implementation of a healthier children's menu. Methods A healthier children's menu was introduced in 2012 at a regional restaurant chain, featuring more meals meeting Kids LiveWell (KLW) nutrition standards, KLW side dishes bundled with meals,...

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Published inObesity (Silver Spring, Md.) Vol. 25; no. 1; pp. 192 - 199
Main Authors Mueller, Megan P., Anzman‐Frasca, Stephanie, Blakeley, Caitlin E., Folta, Sara C., Wilde, Parke, Economos, Christina D.
Format Journal Article
LanguageEnglish
Published United States Blackwell Publishing Ltd 01.01.2017
Subjects
Online AccessGet full text
ISSN1930-7381
1930-739X
1930-739X
DOI10.1002/oby.21708

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Abstract Objective Identify ordering patterns following implementation of a healthier children's menu. Methods A healthier children's menu was introduced in 2012 at a regional restaurant chain, featuring more meals meeting Kids LiveWell (KLW) nutrition standards, KLW side dishes bundled with meals, and the removal of French fries and soda. Latent class analysis was conducted on child meal orders placed after menu implementation (n = 8,611). The average calorie content and proportion of orders meeting calorie recommendations (≤600 kcal) in each class were evaluated. Results The best‐fitting model contained six latent classes representing different ordering patterns: “healthy meals” (27.0%), “healthy meals, add‐ons” (9.6%), “unhealthy sides” (9.2%), “healthy substitutions” (30.9%), “healthy substitutions, add‐ons” (1.0%), and “unhealthy substitutions” (22.4%). Classes denoted as “healthy” were likely to contain meals with KLW items. Orders in the healthy meals class contained fewer calories than orders in all other classes (P < 0.0001). The majority of orders meeting calorie recommendations were in the healthy meals (59.4%) and healthy substitutions (27.1%) classes. Conclusions Ordering patterns consistent with the healthier menu were common and more likely to meet calorie recommendations. Ordering patterns inconsistent with menu changes also emerged and can inform intervention efforts to reach patrons who may reject or compensate for healthier items.
AbstractList Identify ordering patterns following implementation of a healthier children's menu. A healthier children's menu was introduced in 2012 at a regional restaurant chain, featuring more meals meeting Kids LiveWell (KLW) nutrition standards, KLW side dishes bundled with meals, and the removal of French fries and soda. Latent class analysis was conducted on child meal orders placed after menu implementation (n = 8,611). The average calorie content and proportion of orders meeting calorie recommendations (≤600 kcal) in each class were evaluated. The best-fitting model contained six latent classes representing different ordering patterns: "healthy meals" (27.0%), "healthy meals, add-ons" (9.6%), "unhealthy sides" (9.2%), "healthy substitutions" (30.9%), "healthy substitutions, add-ons" (1.0%), and "unhealthy substitutions" (22.4%). Classes denoted as "healthy" were likely to contain meals with KLW items. Orders in the healthy meals class contained fewer calories than orders in all other classes (P < 0.0001). The majority of orders meeting calorie recommendations were in the healthy meals (59.4%) and healthy substitutions (27.1%) classes. Ordering patterns consistent with the healthier menu were common and more likely to meet calorie recommendations. Ordering patterns inconsistent with menu changes also emerged and can inform intervention efforts to reach patrons who may reject or compensate for healthier items.
Objective Identify ordering patterns following implementation of a healthier children's menu. Methods A healthier children's menu was introduced in 2012 at a regional restaurant chain, featuring more meals meeting Kids LiveWell (KLW) nutrition standards, KLW side dishes bundled with meals, and the removal of French fries and soda. Latent class analysis was conducted on child meal orders placed after menu implementation (n = 8,611). The average calorie content and proportion of orders meeting calorie recommendations (≤600 kcal) in each class were evaluated. Results The best‐fitting model contained six latent classes representing different ordering patterns: “healthy meals” (27.0%), “healthy meals, add‐ons” (9.6%), “unhealthy sides” (9.2%), “healthy substitutions” (30.9%), “healthy substitutions, add‐ons” (1.0%), and “unhealthy substitutions” (22.4%). Classes denoted as “healthy” were likely to contain meals with KLW items. Orders in the healthy meals class contained fewer calories than orders in all other classes (P < 0.0001). The majority of orders meeting calorie recommendations were in the healthy meals (59.4%) and healthy substitutions (27.1%) classes. Conclusions Ordering patterns consistent with the healthier menu were common and more likely to meet calorie recommendations. Ordering patterns inconsistent with menu changes also emerged and can inform intervention efforts to reach patrons who may reject or compensate for healthier items.
Identify ordering patterns following implementation of a healthier children's menu. A healthier children's menu was introduced in 2012 at a regional restaurant chain, featuring more meals meeting Kids LiveWell (KLW) nutrition standards, KLW side dishes bundled with meals, and the removal of French fries and soda. Latent class analysis was conducted on child meal orders placed after menu implementation (n 5 8,611). The average calorie content and proportion of orders meeting calorie recommendations (600 kcal) in each class were evaluated. The best-fitting model contained six latent classes representing different ordering patterns: "healthy meals" (27.0%), "healthy meals, add-ons" (9.6%), "unhealthy sides" (9.2%), "healthy substitutions" (30.9%), "healthy substitutions, add-ons" (1.0%), and "unhealthy substitutions" (22.4%). Classes denoted as "healthy" were likely to contain meals with KLW items. Orders in the healthy meals class contained fewer calories than orders in all other classes (P<0.0001). The majority of orders meeting calorie recommendations were in the healthy meals (59.4%) and healthy substitutions (27.1%) classes. Ordering patterns consistent with the healthier menu were common and more likely to meet calorie recommendations. Ordering patterns inconsistent with menu changes also emerged and can inform intervention efforts to reach patrons who may reject or compensate for healthier items.
Identify ordering patterns following implementation of a healthier children's menu.OBJECTIVEIdentify ordering patterns following implementation of a healthier children's menu.A healthier children's menu was introduced in 2012 at a regional restaurant chain, featuring more meals meeting Kids LiveWell (KLW) nutrition standards, KLW side dishes bundled with meals, and the removal of French fries and soda. Latent class analysis was conducted on child meal orders placed after menu implementation (n = 8,611). The average calorie content and proportion of orders meeting calorie recommendations (≤600 kcal) in each class were evaluated.METHODSA healthier children's menu was introduced in 2012 at a regional restaurant chain, featuring more meals meeting Kids LiveWell (KLW) nutrition standards, KLW side dishes bundled with meals, and the removal of French fries and soda. Latent class analysis was conducted on child meal orders placed after menu implementation (n = 8,611). The average calorie content and proportion of orders meeting calorie recommendations (≤600 kcal) in each class were evaluated.The best-fitting model contained six latent classes representing different ordering patterns: "healthy meals" (27.0%), "healthy meals, add-ons" (9.6%), "unhealthy sides" (9.2%), "healthy substitutions" (30.9%), "healthy substitutions, add-ons" (1.0%), and "unhealthy substitutions" (22.4%). Classes denoted as "healthy" were likely to contain meals with KLW items. Orders in the healthy meals class contained fewer calories than orders in all other classes (P < 0.0001). The majority of orders meeting calorie recommendations were in the healthy meals (59.4%) and healthy substitutions (27.1%) classes.RESULTSThe best-fitting model contained six latent classes representing different ordering patterns: "healthy meals" (27.0%), "healthy meals, add-ons" (9.6%), "unhealthy sides" (9.2%), "healthy substitutions" (30.9%), "healthy substitutions, add-ons" (1.0%), and "unhealthy substitutions" (22.4%). Classes denoted as "healthy" were likely to contain meals with KLW items. Orders in the healthy meals class contained fewer calories than orders in all other classes (P < 0.0001). The majority of orders meeting calorie recommendations were in the healthy meals (59.4%) and healthy substitutions (27.1%) classes.Ordering patterns consistent with the healthier menu were common and more likely to meet calorie recommendations. Ordering patterns inconsistent with menu changes also emerged and can inform intervention efforts to reach patrons who may reject or compensate for healthier items.CONCLUSIONSOrdering patterns consistent with the healthier menu were common and more likely to meet calorie recommendations. Ordering patterns inconsistent with menu changes also emerged and can inform intervention efforts to reach patrons who may reject or compensate for healthier items.
Author Anzman‐Frasca, Stephanie
Wilde, Parke
Folta, Sara C.
Economos, Christina D.
Mueller, Megan P.
Blakeley, Caitlin E.
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Notes MPM, SAF, and CDE conceptualized and designed the research. MPM conducted all analyses and led the drafting and revision of the manuscript. CEB led all data abstraction and coding. CDE, SAF, SCF, and PW provided guidance on the interpretation of results. All authors were involved in reviewing and revising the manuscript and have approved the final version.
SAF and CEB were previously with ChildObesity180 at Tufts University, where the study was designed and conducted.
This study was funded by the Robert Wood Johnson Foundation and The JPB Foundation.
The authors declared no conflict of interest.
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Snippet Objective Identify ordering patterns following implementation of a healthier children's menu. Methods A healthier children's menu was introduced in 2012 at a...
Identify ordering patterns following implementation of a healthier children's menu. A healthier children's menu was introduced in 2012 at a regional restaurant...
Identify ordering patterns following implementation of a healthier children's menu. A healthier children's menu was introduced in 2012 at a regional restaurant...
Identify ordering patterns following implementation of a healthier children's menu.OBJECTIVEIdentify ordering patterns following implementation of a healthier...
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StartPage 192
SubjectTerms Child
Children & youth
Choice Behavior
Energy Intake
Fast food industry
Food Preferences
Healthy Diet
Humans
Meals
Nutrition
Nutritional Status
Obesity
Population
Quality
Restaurants
Vegetables
Title Ordering patterns following the implementation of a healthier children's restaurant menu: A latent class analysis
URI https://onlinelibrary.wiley.com/doi/abs/10.1002%2Foby.21708
https://www.ncbi.nlm.nih.gov/pubmed/27860318
https://www.proquest.com/docview/1854232117
https://www.proquest.com/docview/1841803322
Volume 25
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