Do Primary Health Professionals in Brazil Have a Misperception about Food? The Role of Food Literacy as a Positive Predictor
Abstract
:1. Introduction
2. Methods
2.1. First Step—Quantitative Approach
2.1.1. Sample
2.1.2. Measures
2.1.3. Data Analysis
2.2. Second Step—Qualitative Approach
2.2.1. Sample
2.2.2. Interview and Analysis
3. Results
3.1. Quantitative Approach
3.2. Qualitative Approach
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Bellisle, F. The Factors That Influence Our Food Choices. 2006. Available online: https://www.eufic.org/en/healthy-living/article/the-determinants-of-food-choice (accessed on 15 November 2023).
- Furst, T.; Connors, M.; Bisogni, C.A.; Sobal, J.; Falk, L.W. Food Choice: A Conceptual Model of the Process. Appetite 1996, 26, 247–266. [Google Scholar] [CrossRef] [PubMed]
- Brasil Ministério da Saúde. National Policy for Food and Nutrition; Brasil Ministério da Saúde: Brasília, DF, Brazil, 2013; pp. 1–84.
- Borges, C.A.; Claro, R.M.; Martins, A.P.B.; Villar, B.S. Quanto Custa Para as Famílias de Baixa Renda Obterem Uma Dieta Saudável No Brasil? Cad. Saude Publica 2015, 31, 137–148. [Google Scholar] [CrossRef] [PubMed]
- Wongprawmas, R.; Mora, C.; Pellegrini, N.; Guiné, R.P.F.; Carini, E.; Sogari, G.; Vittadini, E. Food Choice Determinants and Perceptions of a Healthy Diet among Italian Consumers. Foods 2021, 10, 318. [Google Scholar] [CrossRef]
- Bandura, A. Health Promotion by Social Cognitive Means. Health Educ. Behav. 2004, 31, 143–164. [Google Scholar] [CrossRef] [PubMed]
- da Cunha, D.T.; Braga, A.R.C.; Passos, E.d.C.; Stedefeldt, E.; de Rosso, V.V. The Existence of Optimistic Bias about Foodborne Disease by Food Handlers and Its Association with Training Participation and Food Safety Performance. Food Res. Int. 2015, 75, 27–33. [Google Scholar] [CrossRef]
- Begley, A.; Paynter, E.; Butcher, L.M.; Dhaliwal, S. Examining the Association between Food Literacy and Food Insecurity. Nutrients 2019, 11, 445. [Google Scholar] [CrossRef]
- Silva, P.; Araújo, R.; Lopes, F.; Ray, S. Nutrition and Food Literacy: Framing the Challenges to Health Communication. Nutrients 2023, 15, 4708. [Google Scholar] [CrossRef]
- Krause, C.G.; Beer-Borst, S.; Sommerhalder, K.; Hayoz, S.; Abel, T. A Short Food Literacy Questionnaire (SFLQ) for Adults: Findings from a Swiss Validation Study. Appetite 2018, 120, 275–280. [Google Scholar] [CrossRef]
- Morgan, M.; Arrowood, J.; Farris, A.; Griffin, J. Assessing Food Security through Cooking and Food Literacy among Students Enrolled in a Basic Food Science Lab at Appalachian State University. J. Am. Coll. Health 2023, 71, 30–35. [Google Scholar] [CrossRef]
- Vidgen, H.A.; Gallegos, D. Defining Food Literacy and Its Components. Appetite 2014, 76, 50–59. [Google Scholar] [CrossRef]
- Starfield, B. Is Primary Care Essential? Lancet 1994, 344, 1129–1133. [Google Scholar] [CrossRef]
- Mendonça, C.S. The Brazilian Unified Health System: Primary Health Care in Action. In The Contribution of Family Medicine to Improving Health Systems: A Guidebook from the World Organization of Family Doctors; Kidd, M., Ed.; Wonca: Brussels, Belgium, 2013; pp. 202–211. [Google Scholar]
- Brasil Ministério da Saúde. Portaria n. 2436 de 21 de Setembro de 2017. Aprova a Política Nacional de Atenção Básica, Estabelecendo a Revisão de Diretrizes Para a Organização Da Atenção Básica, No Âmbito Do Sistema Único de Saúde (SUS); Brasil Ministério da Saúde: Brasília, DF, Brazil, 2017.
- van Weel, C.; Kidd, M.R. Why Strengthening Primary Health Care Is Essential to Achieving Universal Health Coverage. CMAJ 2018, 190, E463–E466. [Google Scholar] [CrossRef]
- World Health Organization Primary Health Care, Including Health System Strengthening. EB124/8. 4 December 2008. Available online: https://apps.who.int/gb/ebwha/pdf_files/EB124/B124_8-en.pdf (accessed on 15 November 2023).
- Giovanella, L.; de Mendonça, M.H.M.; Buss, P.M.; Fleury, S.; Gadelha, C.A.G.; Galvão, L.A.C.; dos Santos, R.F. From Alma-Ata to Astana. Primary Health Care and Universal Health Systems: An Inseparable Commitment and a Fundamental Human Right. Cad. Saude Publica 2019, 35, e00012219. [Google Scholar] [CrossRef]
- Carter, C.; Harnett, J.E.; Krass, I.; Gelissen, I.C. A Review of Primary Healthcare Practitioners’ Views about Nutrition: Implications for Medical Education. Int. J. Med. Educ. 2022, 13, 124–137. [Google Scholar] [CrossRef]
- dos Reis, L.C.; Jaime, P.C. Conhecimento e percepção de autoeficácia e eficácia coletiva de profissionais de saúde para a implementação do guia alimentar na atenção básica. Demetra Aliment. Nutr. Saúde 2019, 14, e39140. [Google Scholar] [CrossRef]
- Brasil Ministério da Saúde. Guia Alimentar Para a População Brasileira; Brasil Ministério da Saúde: Brasília, DF, Brazil, 2014.
- Brasil Ministério da Saúde. Contribuições Dos Núcleos de Apoio à Saúde Da Família Para a Atenção Nutricional; Brasil Ministério da Saúde: Brasília, DF, Brazil, 2017.
- Fittipaldi, A.L.M.; de Barros, D.C.; Romano, V.F. Apoio Matricial Nas Ações de Alimentação e Nutrição: Visão dos Profissionais da Estratégia Saúde da Família. Physis 2017, 27, 793–811. [Google Scholar] [CrossRef]
- Bartholomew, T.T.; Brown, J.R. Mixed Methods, Culture, and Psychology: A Review of Mixed Methods in Culture-Specific Psychological Research. Int. Perspect. Psychol. Res. Pract. Consult. 2021, 1, 177–190. [Google Scholar] [CrossRef]
- Zeminian, L.B.; Corona, L.P.; Batista, I.d.N.; da Silva, M.C.; da Cunha, D.T. Translation, Adaptation, and Validity of the Short Food Literacy Questionnaire for Brazil. Foods 2022, 11, 3968. [Google Scholar] [CrossRef] [PubMed]
- Marsola, C.d.M.; de Carvalho-Ferreira, J.P.; Cunha, L.M.; Jaime, P.C.; da Cunha, D.T. Perceptions of Risk and Benefit of Different Foods Consumed in Brazil and the Optimism about Chronic Diseases. Food Res. Int. 2021, 143, 110227. [Google Scholar] [CrossRef]
- Kline, R.B. Principles and Practice of Structural Equation Modeling, 4th ed.; Guilford Publications: New York, NY, USA, 2016. [Google Scholar]
- Minayo, M.C.d.S. O Desafio Do Conhecimento: Pesquisa Qualitativa Em Saúde, 12th ed.; Hucitec: São Paulo, SP, Brazil, 2010. [Google Scholar]
- Bardin, L. Análise de Conteúdo, 70th ed.; Lisboa Edições: Lisboa, Portugal, 1977. [Google Scholar]
- Little, M.; Rosa, E.; Heasley, C.; Asif, A.; Dodd, W.; Richter, A. Promoting Healthy Food Access and Nutrition in Primary Care: A Systematic Scoping Review of Food Prescription Programs. Am. J. Health Promot. 2022, 36, 518–536. [Google Scholar] [CrossRef] [PubMed]
- Pinto, E.M.A.; Moreira, D.F.; Rabêlo, C.A.C.; Azevedo, É.A.P.; Vilela, B.S.; Pereira, M.A.O. Percepção dos Usuários Do Sistema Único de Saúde Frente a Atuação Do Nutricionista. Conex. Ciência 2021, 16, 62–74. [Google Scholar] [CrossRef]
- Gaspar, M.C.d.M.P.; Garcia, A.M.; Larrea-Killinger, C. How Would You Define Healthy Food? Social Representations of Brazilian, French and Spanish Dietitians and Young Laywomen. Appetite 2020, 153, 104728. [Google Scholar] [CrossRef]
- Carels, R.A.; Harper, J.; Konrad, K. Qualitative Perceptions and Caloric Estimations of Healthy and Unhealthy Foods by Behavioral Weight Loss Participants. Appetite 2006, 46, 199–206. [Google Scholar] [CrossRef]
- Vukmirovic, M. The Effects of Food Advertising on Food-Related Behaviours and Perceptions in Adults: A Review. Food Res. Int. 2015, 75, 13–19. [Google Scholar] [CrossRef]
- Pedraza, D.F.; dos Santos, E.E.S.; de Oliveira, M.M. Capacitação de Profissionais de Saúde da Estratégia Saúde da Família Para Execução das Ações de Alimentação e Nutrição. Rev. Gerenc. Políticas Salud 2020, 19, 1–21. [Google Scholar] [CrossRef]
- Palombo, C.N.T.; Fujimori, E.; Toriyama, Á.T.M.; Duarte, L.S.; Borges, A.L.V. Difficulties in Nutritional Counseling and Child Growth Follow-up: From a Professional Perspective. Rev. Bras. Enferm. 2017, 70, 949–957. [Google Scholar] [CrossRef]
- Kris-Etherton, P.M.; Akabas, S.R.; Douglas, P.; Kohlmeier, M.; Laur, C.; Lenders, C.M.; Levy, M.D.; Nowson, C.; Ray, S.; Pratt, C.A.; et al. Nutrition Competencies in Health Professionals’ Education and Training: A New Paradigm. Adv. Nutr. 2015, 6, 83–87. [Google Scholar] [CrossRef]
- Marsola, C.d.M.; Cunha, L.M.; Carvalho-Ferreira, J.P.; da Cunha, D.T. Factors Underlying Food Choice Motives in a Brazilian Sample: The Association with Socioeconomic Factors and Risk Perceptions about Chronic Diseases. Foods 2020, 9, 1114. [Google Scholar] [CrossRef]
- Ministério do Desenvolvimento Social e Combate à Fome. B. Marco de Referência de Educação Alimentar e Nutricional Para as Políticas Públicas; Ministério do Desenvolvimento Social e Combate à Fome: Brasília, Brazil, 2012; pp. 1–68.
- Monteiro, C.A.; Cannon, G.; Lawrence, M.; Louzada, M.L.d.C.; Machado, P.P. Ultra-Processed Foods, Diet Quality, and Health Using the NOVA Classification System; FAO: Roma, Italy, 2019. [Google Scholar]
- Monteiro, C.A.; Cannon, G.; Levy, R.; Moubarac, J.-C.; Jaime, P.; Martins, A.P.; Canella, D.; Louzada, M.; Parra, D. NOVA. The Star Shines Bright. World Nutr. 2016, 7, 28–38. [Google Scholar]
- Cavanagh, K.V.; Kruja, B.; Forestell, C.A. The Effect of Brand and Caloric Information on Flavor Perception and Food Consumption in Restrained and Unrestrained Eaters. Appetite 2014, 82, 1–7. [Google Scholar] [CrossRef] [PubMed]
- Tramontt, C.R.; Jaime, P.C. Improving Knowledge, Self-Efficacy and Collective Efficacy Regarding the Brazilian Dietary Guidelines in Primary Health Care Professionals: A Community Controlled Trial. BMC Fam. Pract. 2020, 21, 214. [Google Scholar] [CrossRef]
Variable | Categories | n | % |
---|---|---|---|
Gender | Women | 242 | 86.43 |
Men | 38 | 13.57 | |
Age range | 20–30 years old | 48 | 17.14 |
31–59 years old | 210 | 75.00 | |
≥60 years old | 22 | 7.86 | |
Education level | Complete primary | 5 | 1.79 |
Incomplete secondary | 4 | 1.43 | |
Complete secondary | 163 | 58.21 | |
Complete higher education | 108 | 38.57 | |
Function | Physician | 13 | 4.64 |
Nurse | 18 | 6.43 | |
Nurse assistant | 53 | 18.93 | |
Community health agent | 138 | 49.29 | |
General service assistant | 22 | 7.86 | |
Dentist | 28 | 10.00 | |
Pharmacist | 6 | 2.14 | |
Health manager | 2 | 0.71 | |
Have you taken part in a food and nutrition course? | Yes | 115 | 41.07 |
No | 165 | 58.93 |
Indicators | Mean (SD) | Range | Factor Loading |
---|---|---|---|
1. When I have questions on healthy nutrition, I know where I can find information on this issue | 3.21 (0.98) | 0 to 4 | 0.427 |
2. In general, how well do you understand the following types of nutritional information? (Mean value) | 3.48 (0.92) | 0 to 5 | 0.413 |
2a. Nutrition information leaflets. | 3.28 (1.52) | 0 to 5 | * |
2b. Food label information. | 3.29 (1.33) | 0 to 5 | * |
2c. T.V. or radio program on nutrition. | 3.31 (1.49) | 0 to 5 | * |
2d. Oral recommendations regarding nutrition from professionals. | 4.04 (1.22) | 0 to 5 | * |
2e. Nutrition advice from family members or friends. | 3.32 (1.39) | 0 to 5 | * |
3. How familiar are you with Dietary Guidelines for the Brazilian Population? | 2.63 (1.09) | 1 to 5 | 0.620 |
4. I know the official Dietary Guidelines for the Brazilian Population recommendations about the consumption of in natura and minimally processed food. | 2.36 (1.01) | 1 to 4 | 0.768 |
5. I know the official Dietary Guidelines for the Brazilian Population recommendations about oil, fat, salt and sugar intake. | 2.45 (1.06) | 1 to 4 | 0.838 |
6. Think about a usual day: how easy or difficult is it for you to compose a balanced meal at home? | 2.50 (0.91) | 0 to 4 | 0.465 |
7. In the past, how often were you able to help your family members or a friend if they had questions concerning nutritional issues? | 3.13 (0.95) | 0 to 5 | 0.653 |
8. There is a lot of information available on healthy nutrition today. How well do you manage to choose the information relevant to you? | 3.77 (0.94) | 0 to 5 | 0.652 |
9. How easy is it for you to judge if media information on nutritional issues can be trusted? | 2.65 (0.67) | 1 to 4 | 0.644 |
10. Commercials often relate foods with health. How easy is it for you to judge if the presented associations are appropriate or not? | 2.71 (0.69) | 1 to 4 | 0.728 |
11. How easy is it for you to evaluate if a specific food is relevant for a healthy diet? | 2.81 (0.61) | 1 to 4 | 0.660 |
12. How easy is it for you to evaluate the longer-term impact of your dietary habits on your health? | 2.86 (0.71) | 1 to 4 | 0.513 |
Indicator | Mean ‡ (SD) | Factor Loading |
---|---|---|
Factor 1—Healthy Stereotyped food | - | - |
Gelatin | 1.14 (1.51) | 0.397 |
Cereal bar | 0.89 (1.36) | 0.579 |
Cream crackers | 0.07 (1.45) | 0.632 |
Processed turkey breast | 1.10 (1.58) | 0.542 |
Whole-grain bread | 0.98 (1.26) | 0.578 |
Factor 2—Cafeteria | - | - |
Stuffed cookies | −2.07 (1.07) | 0.651 |
Instant noodles | −2.12 (1.19) | 0.721 |
Soft drinks | −2.53 (1.00) | 0.807 |
Ham | −0.68 (1.57) | 0.647 |
Fruit in syrup | −1.04 (1.42) | 0.559 |
Mozzarella cheese | 0.04 (1.55) | 0.533 |
Margarine | −1.70 (1.42) | 0.659 |
Corn chips | −2.58 (0.86) | 0.784 |
Factor 3—Typical Brazilian staple foods | - | - |
Rice | 1.04 (1.33) | 0.387 |
Baked potatoes | 1.65 (1.04) | 0.456 |
Beans | 2.24 (0.75) | 0.261 |
Whole milk | 0.33 (1.64) | 0.542 |
Pasta | 0.24 (1.41) | 0.686 |
White bread | −0.45 (1.35) | 0.847 |
French white bread | −0.30 (1.39) | 0.830 |
Factor 4—Fad diet foods | - | - |
Chicken breast | 2.15 (0.85) | 0.797 |
“Minas frescal” cheese † | 1.82 (0.90) | 0.646 |
Hearts of palm | 1.70 (1.07) | 0.306 |
Tomato | 2.34 (0.74) | 0.554 |
Egg | 2.39 (0.62) | 0.677 |
Factor 5—Ultra-processed food | - | - |
Ready seasonings (salt and fat added) | −2.44 (0.87) | 0.736 |
Processed juice (sugar added) | −2.00 (1.19) | 0.810 |
Powdered juice | −2.53 (0.78) | 0.867 |
Instant dry soup | −2.25 (1.01) | 0.808 |
Factor 6—Foods for special dietary uses | - | - |
Sweetener | −0.95 (1.64) | 0.754 |
Sugar-free food | 0.42 (1.59) | 0.868 |
Light food * | 0.58 (1.58) | 0.875 |
Factor 7—Oils and fat | - | - |
Canola oil | 0.85 (1.64) | 0.579 |
Soy oil | −0.49 (1.67) | 0.691 |
Foods without a defined factor | - | - |
Avocados | 2.33 (0.73) | - |
Refined sugar | −2.06 (1.23) | - |
Lettuce | 2.56 (0.84) | - |
Olive oil | 2.29 (0.83) | - |
Bananas | 2.59 (0.63) | - |
Pork fat | 0.67 (1.73) | - |
Coffee | 0.67 (1.48) | - |
Red meat | 1.42 (1.36) | - |
Canned peas | −0.75 (1.53) | - |
Butter | 0.78 (1.57) | - |
Honey | 2.10 (0.84) | - |
Canned corn | −0.72 (1.46) | - |
Coconut oil | 1.92 (1.01) | - |
Refined salt | −1.32 (1.54) | - |
Pink salt | 0.75 (1.58) | - |
Canned vegetables | −0.64 (1.77) | - |
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Zeminian, L.B.; Corona, L.P.; da Silva, M.C.; Batista, I.d.N.; da Cunha, D.T. Do Primary Health Professionals in Brazil Have a Misperception about Food? The Role of Food Literacy as a Positive Predictor. Nutrients 2024, 16, 302. https://doi.org/10.3390/nu16020302
Zeminian LB, Corona LP, da Silva MC, Batista IdN, da Cunha DT. Do Primary Health Professionals in Brazil Have a Misperception about Food? The Role of Food Literacy as a Positive Predictor. Nutrients. 2024; 16(2):302. https://doi.org/10.3390/nu16020302
Chicago/Turabian StyleZeminian, Larissa Baungartner, Ligiana Pires Corona, Marcela Chagas da Silva, Isabelle do Nascimento Batista, and Diogo Thimoteo da Cunha. 2024. "Do Primary Health Professionals in Brazil Have a Misperception about Food? The Role of Food Literacy as a Positive Predictor" Nutrients 16, no. 2: 302. https://doi.org/10.3390/nu16020302
APA StyleZeminian, L. B., Corona, L. P., da Silva, M. C., Batista, I. d. N., & da Cunha, D. T. (2024). Do Primary Health Professionals in Brazil Have a Misperception about Food? The Role of Food Literacy as a Positive Predictor. Nutrients, 16(2), 302. https://doi.org/10.3390/nu16020302