Agric. Econ. - Czech, 2020, 66(1):10-18 | DOI: 10.17221/25/2019-AGRICECON
Nutrition information, Mediterranean diet, and weight: A structural equation approachOriginal Paper
- 1 Department of Environmental Science and Policy (EPS), Università degli Studi di Milano, Milan, Italy
- 2 Department of Economics, Management and Quantitative Methods (DEMM) - Università degli Studi di Milano, Milan, Italy
This paper studies the relationships between adherence to the Mediterranean diet, food-related information, and possible effects they could jointly exert on weight status. The empirical analysis was conducted via a consumer survey using face-to-face interviews, and a structural equation model was implemented to the data analysis. This model choice was led by its ability to simultaneously evaluate multiple constructs. The results outline the central role played by adherence to the Mediterranean diet and food-related information, both in terms of nutritional knowledge and expert recommendations, which seem to be the key drivers affecting healthy weight. Moreover, food label use increases the nutritional knowledge of consumers, which in turn favours a healthy diet.
Keywords: consumer behaviour; food choices; Mediterranean diet; nutrition information; structural equation model
Published: January 31, 2020 Show citation
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References
- Banterle A., Cavaliere A. (2014): Is there a relationship between product attributes, nutrition labels and excess weight? Evidence from an Italian region. Food Policy, 49: 241-249.
Go to original source...
- Bollen K.A. (1989): Structural Equations with Latent Variables. New York, USA, Wiley and Sons.
Go to original source...
- Bonaccio M., Iacoviello L., de Gaetano G. (2012): The Mediterranean diet: The reasons for a success. Thrombosis Research, 129: 401-404.
Go to original source...
Go to PubMed...
- Bonaccio M., Di Castelnuovo A., Bonanni A., Costanzo S., De Lucia F., Persichillo M., Zito F., Donati M.B., de Gaetano G., Iacoviello L. (2014): Decline of the Mediterranean diet at a time of economic crisis. Results from the Moli-sani study. Nutrition, Metabolism & Cardiovascular Diseases, 24: 853-860.
Go to original source...
Go to PubMed...
- Cavaliere A., De Marchi E., Banterle A. (2017): Investigation on the role of consumer health orientation in the use of food labels. Public Health, 147: 119-127.
Go to original source...
Go to PubMed...
- Cavaliere A., De Marchi E., Banterle A. (2018): Exploring the adherence to the Mediterranean diet and its relationship with individual lifestyle: The role of healthy behaviors, pro-environmental behaviors, income, and education. Nutrients, 10: 1-14.
Go to original source...
Go to PubMed...
- Cawley J. (2015): An economy of scales: A selective review of obesity's economic causes, consequences, and solutions. Journal of Health Economics, 43: 244-268.
Go to original source...
Go to PubMed...
- Currie J., DellaVigna S., Moretti E., Pathania V. (2010): The effect of fast-food restaurants on obesity and weight gain. American Economic Journal: Economic Policy, 2: 32-63.
Go to original source...
- Cutler D.M., Glaeser E.L., Shapiro J.M. (2003): Why have Americans become more obese? Journal of Economic Perspectives, 17: 93-118.
Go to original source...
- Dallongeville J., Mareâ Caux N., Cottel D., Bingham A., Amouyel P. (2001): Association between nutrition knowledge and nutritional intake in middle-aged men from Northern France. Public Health Nutrition, 4: 27-33.
Go to original source...
Go to PubMed...
- De Magistris T., Gracia A., Barreiro-Hurlé J. (2010): Effects of the nutritional labels use on healthy eating habits in Spain. Agricultural Economics - Czech, 56: 540-551.
Go to original source...
- Devaux M., Sassi F. (2013): Social inequalities in obesity and overweight in 11 OECD countries. European Journal of Public Health, 23: 464-469.
Go to original source...
Go to PubMed...
- Dorte G., Trine K. (2015): Government interventions to aid choice: Help to self-help or paternalism? Health Policy, 119: 874-881.
Go to original source...
Go to PubMed...
- Drichoutis A.C., Lazaridis P., Nayga R.M., Kapsokefalou M., Chryssochoidis G. (2008): A theoretical and empirical investigation of nutritional labels use. European Journal Health Economics, 9: 293-304.
Go to original source...
Go to PubMed...
- Drichoutis A.C., Nayga R.M., Lazaridis P. (2012): Food away from home expenditures and obesity among older Europeans: Are there gender differences? Empirical Economics, 42: 1051-1078.
Go to original source...
- Dunn R.A. (2010): The effect of fast-food availability on obesity: An analysis by gender, race and residential location. American Journal of Agricultural Economics, 92: 1149-1164.
Go to original source...
- Fornell C., Bookstein F.L. (1982): Two structural equation models: LISREL and PLS applied to consumer exit-voice theory. Journal of Marketing Research, 19: 440-452.
Go to original source...
- Henseler J., Ringle C.M., Sinkovics R.R. (2009): The use of partial least squares path modelling in international marketing. Advances in International Marketing, 20: 277-320.
Go to original source...
- Johansson P., Broström A., Dahlström U., Alehagen U. (2008): Global perceived health and ten-year cardiovascular mortality in elderly primary patients with possible heart failure. European Journal of Heart Failure, 10: 1040-1047.
Go to original source...
Go to PubMed...
- Katz D.L., Meller S. (2014): Can we say what diet is best for health? Annual Review of Public Health, 35: 83-103.
Go to original source...
Go to PubMed...
- Keys A.B. (1980): Seven countries: a multivariate analysis of death and coronary heart disease. Cambridge, MA, Harvard University Press.
Go to original source...
- Lyyra T.M., Leskinen E., Jylhä M., Heikkinen E. (2009): Self-rated health and mortality in older men and women: A time-dependent covariate analysis. Archives of Gerontology and Geriatrics, 48: 14-18.
Go to original source...
Go to PubMed...
- Mazzocchi M. (2008): Statistics for Marketing and Consumer Research, SAGE Press.
- Miller Soederberg L.M., Cassady D.L. (2015): The effects of nutrition knowledge on food label use. A review of the literature. Appetite, 92: 207-216.
Go to original source...
Go to PubMed...
- O'Brien G., Davies M. (2007): Nutrition knowledge and body mass index. Health Education Research, 22: 571-575.
Go to original source...
Go to PubMed...
- Parmenter K., Wardle J. (1999): Development of a general nutrition knowledge questionnaire for adults. European Journal of Clinical Nutrition, 53: 298-308.
Go to original source...
Go to PubMed...
- Rashad I., Grossman M., Chou S.Y. (2006): The super-size of America: an economic estimation of body mass index and obesity in adults. Eastern Economic Journal, 32: 133-148.
Go to original source...
- Sarmugam R., Worsley A. (2015): Dietary behaviours, impulsivity and food involvement: Identification of three consumer segments. Nutrients, 7: 8036-8057.
Go to original source...
Go to PubMed...
- Schröder H., Gomez S.F., Ribas-Barba L., Pérez-Rodrigo C., Bawaked R.A., Fíto M., Serra-Majem L. (2016): Monetary diet cost, diet quality, and parental socioeconomic status in Spanish youth. PLoS ONE, 11: 1-13.
Go to original source...
Go to PubMed...
- Schwingshackl L., Hoffmann G. (2016): Does a Mediterranean-type diet reduce cancer risk? Current Nutrition Report, 5: 9-17.
Go to original source...
Go to PubMed...
- Staples D.S., Hulland J.S., Higgins C.A. (1998): A self-efficacy theory explanation for the management of remote workers in virtual organizations. Journal of Computer-Mediated Communication, 3: 342.
Go to original source...
- Tabassum H.L., Mahbubur R., Pohlmeier A.M., Abbey B. (2015): Level of nutrition knowledge and its association with weight loss behaviors among low-income reproductive-age women. Journal of Community Health, 40: 542-548.
Go to original source...
Go to PubMed...
- Tanja T.T., Outi N., Sakari S., Jarmo L., Kaisa P., Leila K. (2015): Preliminary finnish measures of eating competence suggest association with health-promoting eating patterns and related psychobehavioral factors in 10-17 year old adolescents. Nutrients, 7: 3828-3846.
Go to original source...
Go to PubMed...
- Tektonidis T.G., Akesson A., Gigante B., Wolk A., Larsson S.C. (2015): A Mediterranean diet and risk of myocardial infarction, heart failure and stroke: A population-based cohort study. Atherosclerosis, 243: 93-98.
Go to original source...
Go to PubMed...
- Tenenhaus M., Amato S., Esposito Vinzi V. (2004): A global goodness-of-fit index for PLS structural equation modeling. In: Proceedings XLII SIS Scientific Meeting, Padova, Italy, CLEUP: 739-74.
- Tenenhaus M., Esposito V., Chatelin Y.M., Lauro C. (2005): PLS Path Modeling. Computational Statistics and Data Analysis, 48: 159-205.
Go to original source...
- Tineke D.V., Christophe M., Wim V., Ilse P., Stefaan D.H. (2009): Determinants of nutrition knowledge in young and middle-aged Belgian women and the association with their dietary behavior. Appetite, 52: 788-792.
Go to original source...
Go to PubMed...
- Trichopoulou A., Costacou T., Bamia C., Trichopoulou D. (2003). Adherence to a Mediterranean diet and survival in a Greek population. The New England Journal of Medicine, 348: 2599-2608.
Go to original source...
Go to PubMed...
- Wetzels M., Odekerken-Schröder G., van Oppen C. (2009): Using PLS path modeling for assessing hierarchical construct models: Guidelines and empirical illustration. MIS Quarterly, 33: 177-195.
Go to original source...
- Wiggins S. (2014): Overnutrition and diets: challenges for food and agricultural economists go global. EuroChoices, 13: 3-4.
Go to original source...
- Wold H. (1982): Soft modeling: The basic design and some extensions. In: Jöreskog K.G., Wold H. (eds): Systems under Indirect Observation: Part II. North-Holland, Amsterdam: 1-54.
- World Health Organization (WHO) (2017): Obesity and Overweight: Fact Sheet Updated October 2017. World Health Organization.
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