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Published in: BMC Public Health 1/2016

Open Access 01-12-2015 | Research article

Associations between self-perception of weight, food choice intentions, and consumer response to calorie information: a retrospective investigation of public health center clients in Los Angeles County before the implementation of menu-labeling regulation

Authors: Roch A. Nianogo, Tony Kuo, Lisa V. Smith, Onyebuchi A. Arah

Published in: BMC Public Health | Issue 1/2016

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Abstract

Background

Although obesity continues to rise and remains a great public health concern in the U.S., a number of important levers such as self-perception of weight and calorie postings at point-of-purchase in restaurants are still not well-characterized in the literature, especially for low-income and minority groups in Los Angeles County (LAC). To study this gap, we examined the associations of self-perception of weight (as measured by body weight discrepancy) with food choice intentions and consumer response to calorie information among low-income adults residing in LAC during the pre-menu labeling regulation era.

Methods

Descriptive and multivariable logistic regression analyses were performed to examine the aforementioned associations utilizing data from the 2007–2008 Calorie and Nutrition Information Survey (CNIS). The CNIS was a local health department study of 639 low-income adults recruited from five large, multi-purpose public health centers in LAC.

Results

Survey participants who reported that their desired weight was less than their current weight (versus desired weight the same as current weight) had (i) higher odds of intending to select lower-calorie foods under the scenario that calorie information was available at point-of-purchase (aOR = 2.0; 95 % CI: 1.0–3.9); and (ii) had higher odds of reporting that it is “very important” to have these calorie postings on food items in grocery stores (aOR = 3.1; 95 % CI: 0.90–10.7) and in fast-food restaurants (aOR = 3.4; 95 % CI: 1.0–11.4).

Conclusions

Self-perception of weight was found to be associated with the intention to select lower-calorie foods under the scenario that calorie information was available at point-of-purchase. Future public health efforts to support menu labeling implementation should consider these and other findings to inform consumer education and communications strategies that can be tailored to assist restaurant patrons with this forthcoming federal law.
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Literature
1.
go back to reference Flegal KM, Carroll MD, Ogden CL, Johnson CL. Prevalence and trends in obesity Among US adults, 1999–2000. JAMA. 2002;288:1723.CrossRefPubMed Flegal KM, Carroll MD, Ogden CL, Johnson CL. Prevalence and trends in obesity Among US adults, 1999–2000. JAMA. 2002;288:1723.CrossRefPubMed
2.
go back to reference Ogden CL, Carroll MD, Kit BK, Flegal KM. Prevalence of childhood and adult obesity in the United States, 2011–2012. JAMA. 2014;311:806–14.CrossRefPubMed Ogden CL, Carroll MD, Kit BK, Flegal KM. Prevalence of childhood and adult obesity in the United States, 2011–2012. JAMA. 2014;311:806–14.CrossRefPubMed
3.
go back to reference Bunnell R, O’Neil D, Soler R, Payne R, Giles WH, Collins J, et al. Fifty communities putting prevention to work: Accelerating chronic disease prevention through policy, systems and environmental change. J Community Health. 2012;37:1081–90.CrossRefPubMed Bunnell R, O’Neil D, Soler R, Payne R, Giles WH, Collins J, et al. Fifty communities putting prevention to work: Accelerating chronic disease prevention through policy, systems and environmental change. J Community Health. 2012;37:1081–90.CrossRefPubMed
4.
go back to reference Robles B, Wood M, Kimmons J, Kuo T. Comparison of nutrition standards and other recommended procurement practices for improving institutional food offerings in Los Angeles County, 2010–2012. Adv Nutr. 2013;4:191–202.PubMedCentralCrossRefPubMed Robles B, Wood M, Kimmons J, Kuo T. Comparison of nutrition standards and other recommended procurement practices for improving institutional food offerings in Los Angeles County, 2010–2012. Adv Nutr. 2013;4:191–202.PubMedCentralCrossRefPubMed
5.
go back to reference Soler RE, Whitten KL, Ottley PG. Communities putting prevention to work: Local evaluation of community-based strategies designed to make healthy living easier. Prev Med (Baltim). 2014;67 Suppl 1:S1–3.CrossRef Soler RE, Whitten KL, Ottley PG. Communities putting prevention to work: Local evaluation of community-based strategies designed to make healthy living easier. Prev Med (Baltim). 2014;67 Suppl 1:S1–3.CrossRef
8.
go back to reference Elbel B, Kersh R, Brescoll VL, Dixon LB. Calorie labeling and food choices: a first look at the effects on low-income people in New York City. Health Aff (Millwood). 2009;28(6):w1110–21.CrossRef Elbel B, Kersh R, Brescoll VL, Dixon LB. Calorie labeling and food choices: a first look at the effects on low-income people in New York City. Health Aff (Millwood). 2009;28(6):w1110–21.CrossRef
9.
go back to reference Black EA. Menu labeling: the unintended consequences to the consumer. Food Drug Law J. 2014;69:531–54. i.PubMed Black EA. Menu labeling: the unintended consequences to the consumer. Food Drug Law J. 2014;69:531–54. i.PubMed
10.
go back to reference Thompson J, van den Berg P. Measuring body image attitudes among adolescents and adults. In: Body images: A handbook of theory, research and clinical practice. New York: Guilford; 2002. p. 142–53. Thompson J, van den Berg P. Measuring body image attitudes among adolescents and adults. In: Body images: A handbook of theory, research and clinical practice. New York: Guilford; 2002. p. 142–53.
11.
go back to reference Neighbors L, Sobal J, Liff C, Amiraian D. Weighing weight: trends in body weight evaluation among young adults, 1990 and 2005. Sex Roles. 2008;59:68–80.CrossRef Neighbors L, Sobal J, Liff C, Amiraian D. Weighing weight: trends in body weight evaluation among young adults, 1990 and 2005. Sex Roles. 2008;59:68–80.CrossRef
12.
go back to reference Chang VW, Christakis NA. Self-perception of weight appropriateness in the United States. Am J Prev Med. 2003;24:332–9.CrossRefPubMed Chang VW, Christakis NA. Self-perception of weight appropriateness in the United States. Am J Prev Med. 2003;24:332–9.CrossRefPubMed
13.
go back to reference Felts WM, Parrillo AV, Chenier T, Dunn P. Adolescents’ perceptions of relative weight and self-reported weight-loss activities: Analysis of 1990 YRBS national data. J Adolesc Heal. 1996;18:20–6.CrossRef Felts WM, Parrillo AV, Chenier T, Dunn P. Adolescents’ perceptions of relative weight and self-reported weight-loss activities: Analysis of 1990 YRBS national data. J Adolesc Heal. 1996;18:20–6.CrossRef
14.
go back to reference Rahman M, Berenson AB. Self-perception of weight and its association with weight-related behaviors in young, reproductive-aged women. Obstet Gynecol. 2010;116:1274–80.PubMedCentralCrossRefPubMed Rahman M, Berenson AB. Self-perception of weight and its association with weight-related behaviors in young, reproductive-aged women. Obstet Gynecol. 2010;116:1274–80.PubMedCentralCrossRefPubMed
15.
go back to reference Wardle J, Haase AM, Steptoe A. Body image and weight control in young adults: international comparisons in university students from 22 countries. Int J Obes (Lond). 2006;30:644–51.CrossRef Wardle J, Haase AM, Steptoe A. Body image and weight control in young adults: international comparisons in university students from 22 countries. Int J Obes (Lond). 2006;30:644–51.CrossRef
16.
go back to reference Piron J, Smith LV, Simon P, Cummings PL, Kuo T. Knowledge, attitudes and potential response to menu labelling in an urban public health clinic population. Public Health Nutr. 2010;13:550–5.CrossRefPubMed Piron J, Smith LV, Simon P, Cummings PL, Kuo T. Knowledge, attitudes and potential response to menu labelling in an urban public health clinic population. Public Health Nutr. 2010;13:550–5.CrossRefPubMed
17.
go back to reference Kuk JL, Ardern CI, Church TS, Hebert JR, Sui X, Blair SN. Ideal weight and weight satisfaction: Association with health practices. Am J Epidemiol. 2009;170:456–63.PubMedCentralCrossRefPubMed Kuk JL, Ardern CI, Church TS, Hebert JR, Sui X, Blair SN. Ideal weight and weight satisfaction: Association with health practices. Am J Epidemiol. 2009;170:456–63.PubMedCentralCrossRefPubMed
18.
go back to reference Jackson SE, Wardle J, Johnson F, Finer N, Beeken RJ. The impact of a health professional recommendation on weight loss attempts in overweight and obese British adults: a cross-sectional analysis. BMJ Open. 2013;3:e003693.PubMedCentralPubMed Jackson SE, Wardle J, Johnson F, Finer N, Beeken RJ. The impact of a health professional recommendation on weight loss attempts in overweight and obese British adults: a cross-sectional analysis. BMJ Open. 2013;3:e003693.PubMedCentralPubMed
19.
go back to reference Shahar E. The association of body mass index with health outcomes: Causal, inconsistent, or confounded? Am J Epidemiol. 2009;170:957–8.CrossRefPubMed Shahar E. The association of body mass index with health outcomes: Causal, inconsistent, or confounded? Am J Epidemiol. 2009;170:957–8.CrossRefPubMed
20.
go back to reference Hosmer David WJ, Lemeshow S, Sturdivant RX. Applied Logistic Regression. Third. New Jersey: Wiley; 2013.CrossRef Hosmer David WJ, Lemeshow S, Sturdivant RX. Applied Logistic Regression. Third. New Jersey: Wiley; 2013.CrossRef
21.
go back to reference Agrawal P, Gupta K, Mishra V, Agrawal S. A study on body-weight perception, future intention and weight-management behaviour among normal-weight, overweight and obese women in India. Public Health Nutr. 2014;17:884–95.CrossRefPubMed Agrawal P, Gupta K, Mishra V, Agrawal S. A study on body-weight perception, future intention and weight-management behaviour among normal-weight, overweight and obese women in India. Public Health Nutr. 2014;17:884–95.CrossRefPubMed
22.
go back to reference Glanz K, Rimer BK. Theory at a Glance: A Guide for Health Promotion Practice. 2005. Glanz K, Rimer BK. Theory at a Glance: A Guide for Health Promotion Practice. 2005.
23.
go back to reference Valdivia Espino JN, Guerrero N, Rhoads N, Simon N-J, Escaron AL, Meinen A, et al. Community-based restaurant interventions to promote healthy eating: a systematic review. Prev Chronic Dis. 2015;12:E78.PubMedCentralCrossRefPubMed Valdivia Espino JN, Guerrero N, Rhoads N, Simon N-J, Escaron AL, Meinen A, et al. Community-based restaurant interventions to promote healthy eating: a systematic review. Prev Chronic Dis. 2015;12:E78.PubMedCentralCrossRefPubMed
24.
go back to reference Auchincloss AH, Young C, Davis AL, Wasson S, Chilton M, Karamanian V. Barriers and facilitators of consumer use of nutrition labels at full-service [corrected] restaurant chains. Public Health Nutr. 2013;16:2138–45.CrossRefPubMed Auchincloss AH, Young C, Davis AL, Wasson S, Chilton M, Karamanian V. Barriers and facilitators of consumer use of nutrition labels at full-service [corrected] restaurant chains. Public Health Nutr. 2013;16:2138–45.CrossRefPubMed
25.
go back to reference Rothman RL, Housam R, Weiss H, Davis D, Gregory R, Gebretsadik T, et al. Patient understanding of food labels. The role of literacy and numeracy. Am J Prev Med. 2006;31:391–8.CrossRefPubMed Rothman RL, Housam R, Weiss H, Davis D, Gregory R, Gebretsadik T, et al. Patient understanding of food labels. The role of literacy and numeracy. Am J Prev Med. 2006;31:391–8.CrossRefPubMed
26.
go back to reference Cowburn G, Stockley L. Consumer understanding and use of nutrition labelling: a systematic review. Public Health Nutr. 2005;8(1):21–8.CrossRefPubMed Cowburn G, Stockley L. Consumer understanding and use of nutrition labelling: a systematic review. Public Health Nutr. 2005;8(1):21–8.CrossRefPubMed
27.
go back to reference Akhtar-Danesh N, Dehghan M, Merchant AT, Rainey JA. Validity of self-reported height and weight for measuring prevalence of obesity. Open Med. 2008;2:e83–8.PubMedCentralPubMed Akhtar-Danesh N, Dehghan M, Merchant AT, Rainey JA. Validity of self-reported height and weight for measuring prevalence of obesity. Open Med. 2008;2:e83–8.PubMedCentralPubMed
28.
go back to reference Wen M, Kowaleski-Jones L. Sex and ethnic differences in validity of self-reported adult height, weight and body mass index. Ethn Dis. 2012;22:72–8.PubMedCentralPubMed Wen M, Kowaleski-Jones L. Sex and ethnic differences in validity of self-reported adult height, weight and body mass index. Ethn Dis. 2012;22:72–8.PubMedCentralPubMed
Metadata
Title
Associations between self-perception of weight, food choice intentions, and consumer response to calorie information: a retrospective investigation of public health center clients in Los Angeles County before the implementation of menu-labeling regulation
Authors
Roch A. Nianogo
Tony Kuo
Lisa V. Smith
Onyebuchi A. Arah
Publication date
01-12-2015
Publisher
BioMed Central
Published in
BMC Public Health / Issue 1/2016
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/s12889-016-2714-9

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