Relationship between Determinants of Food Choices and Socioeconomic and Demographic Factors of Individuals with Hepatitis B and C in the Amazon Region
Abstract
:1. Introduction
2. Materials and Methods
2.1. Study Type and Localization
2.2. Sample and Inclusion and Exclusion Criteria
2.3. Data Collection
2.3.1. Socioeconomic and Demographic Data and Clinical Characterization
2.3.2. The Eating Motivation Survey
- (1)
- Preference: individual eating desires;
- (2)
- Habits: familiarity with a certain food;
- (3)
- Need and Hunger: the satisfaction that food can provide;
- (4)
- Health;
- (5)
- Convenience: the practicality that the consumption of a certain food can have;
- (6)
- Pleasure;
- (7)
- Traditional Food: for example, family traditions regarding certain foods;
- (8)
- Natural Issues: such as the preference for organic products;
- (9)
- Socialization;
- (10)
- Price;
- (11)
- Visual Attraction;
- (12)
- Weight Control;
- (13)
- Emotional control;
- (14)
- Social Norms;
- (15)
- Social Image.
2.4. Data Analysis
2.5. Ethical Aspects
3. Results
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
- Duarte, G.; Pezzuto, P.; Barros, T.D.; Mosimann Junior, G.; Martínez-Espinosa, F.E. Protocolo Brasileiro para Infecções Sexualmente Transmissíveis 2020: Hepatites virais. Epidemiol. Serv. Saúde 2021, 30, e2020834. [Google Scholar] [CrossRef] [PubMed]
- Ministério da Saúde. Boletim Epidemiológico—Hepatites Virais. Secretaria de Vigilância em Saúde. Departamento de Vigilância, Prevenção e Controle das IST, do HIV/Aids e das Hepatites Virais; Ministério da Saúde: Brasília, Brazil, 2022; p. 84. Available online: https://www.gov.br/saude/pt-br/centrais-de-conteudo/publicacoes/boletins/epidemiologicos/especiais/2022/boletim-epidemiologico-de-hepatites-virais-2022-numero-especial (accessed on 20 January 2023).
- Hudson, A.S.R.; Diniz, K.G.D.; Barcelos, V.M.; Teixeira, R.; Borges, K.E.L.; Silva, L.D. Atividade física e hepatite C crônica. Rev. Med. Minas Gerais 2015, 25, 87–92. [Google Scholar] [CrossRef]
- European Association for the Study of the Liver. EASL Clinical Practice Guidelines on nutrition in chronic liver disease. J. Hepatol. 2019, 70, 172–193. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Jalolov, N.N.; Imamova, A.O.; Kobilzhonova, S.R. The Role of Nutrition in the Management of Chronic Hepatitis. Eur. Int. J. Multidiscip. Res. Manag. Stud. 2023, 3, 28–34. [Google Scholar] [CrossRef]
- Batool, S.; Kausar, R. Health Related Behaviors and Medication Adherence in Patients with Hepatitis C. J. Behav. Sci. 2015, 25, 172. [Google Scholar]
- Carvalhal, M.M.L.; Pereira, T.C.; Coelho, K.C.X.; Furlaneto, M.P.; Ribeiro, E.C.D.; Moraes, P.M.O.; Móia, L.J.M.P.; Quaresma, J.A.S. Avaliação nutricional de pacientes com hepatite B e/ou C atendidos em centro de referência da Amazônia oriental brasileira. RBONE—Rev. Bras. Obes. Nutr. E Emagrecimento 2022, 15, 105–116. [Google Scholar]
- Alves, T.D.C.; Schmidt, L.; Benetti, F. Perfil nutricional e dietético de pacientes com hepatite C: Uma revisão integrativa da literatura. Rev. Interdiscip. Promoção Saúde 2018, 1, 144–152. [Google Scholar] [CrossRef]
- Gottschall, C.B.A.; Pereira, T.G.; Rabito, E.I.; Álvares-da-Silva, M.R. Estado nutricional e ingestão dietética de adultos portadores de hepatite C crônica. Arq. Gastroenterol. 2015, 52, 204–209. [Google Scholar] [CrossRef] [Green Version]
- Nunes, F.F.; Bassani, L.; Fernandes, S.A.; Deutrich, M.E.; Pivatto, B.C.; Marroni, C.A. Food consumption of cirrhotic patients, comparison with the nutritional status and disease staging. Arq. Gastroenterol. 2016, 53, 250–256. [Google Scholar] [CrossRef] [Green Version]
- Leng, G.; Adan, R.A.H.; Belot, M.; Brunstrom, J.M.; Graaf, K.; Dickson, S.L.; Hare, T.; Maier, S.; Menzies, J.; Preissl, H.; et al. The determinants of food choice. Proc. Nutr. Soc. 2017, 76, 316–327. [Google Scholar] [CrossRef] [Green Version]
- Van Lenthe, F.J.; Jansen, T.; Kamphuis, C.B.M. Understanding socio-economic inequalities in food choice behaviour: Can Maslow’s pyramid help? Br. J. Nutr. 2015, 113, 1139–1147. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Moraes, J.M.M.; Alvarenga, M.S. Adaptação transcultural e validade aparente e de conteúdo da versão reduzida da The Eating Motivation Survey (TEMS) para o Português do Brasil. Cad. Saúde Pública. 2017, 33, e00010317. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Rempe, H.M.; Sproesser, G.; Gingrich, A.; Spiegel, A.; Skurk, T.; Brandl, B.; Hauner, H.; Renner, B.; Volkert, D.; Sieber, C.C.; et al. Measuring eating motives in older adults with and without functional impairments with The Eating Motivation Survey (TEMS). Appetite 2019, 137, 1–20. [Google Scholar] [CrossRef] [PubMed]
- Renner, B.; Sproesser, G.; Strohbach, S.; Schupp, H.T. Why we eat what we eat. The Eating Motivation Survey (TEMS). Appetite 2012, 59, 117–128. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Moraes, J.M.M.; de Carvalho Moraes, C.H.; de Souza, A.A.L.; dos Santos Alvarenga, M. Food choice motives among two disparate socioeconomic groups in Brazil. Appetite 2020, 155, 104790. [Google Scholar] [CrossRef]
- Pechey, R.; Monsivais, P.; Ng, Y.L.; Marteau, T.M. Why don’t poor men eat fruit? Socioeconomic differences in motivations for fruit consumption. Appetite. 2015, 84, 271–279. [Google Scholar] [CrossRef] [Green Version]
- Konttinen, H.; Halmesvaara, O.; Fogelholm, M.; Saarijärvi, H.; Nevalainen, J.; Erkkola, M. Sociodemographic differences in motives for food selection: Results from the LoCard cross-sectional survey. Int. J. Behav. Nutr. Phys. Act. 2021, 18, 71. [Google Scholar] [CrossRef]
- Guibu, I.A.; Moraes, J.C.D.; Guerra, A.A.; Costa, E.A.; Acurcio, F.D.A.; Costa, K.S.; Karnikowski, M.G.O.; Soeiro, O.M.; Leite, S.N.; Álvares, J. Main characteristics of patients of primary health care services in Brazil. Rev. Saúde Pública 2017, 51, 17s. [Google Scholar] [CrossRef] [Green Version]
- De Farias, C.S.; Da Luz, M.R.M.P.; De Oliveira, R.A.D. As hepatites virais no brasil: Uma análise a partir dos seus territórios. RAEGA-O Espaço. Geográfico. Análise. 2019, 46, 90–109. [Google Scholar] [CrossRef]
- Landry, M.; Lemieux, S.; Lapointe, A.; Bédard, A.; Bélanger-Gravel, A.; Bégin, C.; Provencher, V.; Desroches, S. Is eating pleasure compatible with healthy eating? A qualitative study on Quebecers’ perceptions. Appetite 2018, 125, 537–547. [Google Scholar] [CrossRef]
- Sproesser, G.; Ruby, M.B.; Arbit, N.; Akotia, C.S.; Alvarenga, M.D.S.; Bhangaokar, R.; Furumitsu, I.; Hu, X.; Imada, S.; Kaptan, G.; et al. Understanding traditional and modern eating: The TEP10 framework. BMC Public Health 2019, 19, 1606. [Google Scholar] [CrossRef] [PubMed]
- Marsola, C.D.M.; Cunha, L.M.; Carvalho-Ferreira, J.P.D.; 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]
- Garcêz, L.S.; Cunha, C.M.; Lyra, A.C.; Jesus, R.P.; Oliveira, L.P.M. Development of a food frequency questionnaire based on the evaluation of the habitual dietary intake of patients with Non-alcoholic Fatty Liver Disease. Res. Soc. Dev. 2021, 10, e280101623506. [Google Scholar] [CrossRef]
- Faltin, A.O.; Gimenes-Minasse, M.H. Commensality, Hospitality and Conviviality: A Theoretical Essay. Rosa Ventos—Tur. Hosp. 2019, 11, 634–652. [Google Scholar] [CrossRef]
- Belik, W. Estudo Sobre a Cadeia de Alimentos. Instituto Ibirapitanga. 2020. Available online: https://www.ibirapitanga.org.br/wp-content/uploads/2020/10/EstudoCadeiaAlimentos_%C6%92_13.10.2020.pdf (accessed on 23 February 2023).
- Rede Penssan. II Inquérito Nacional Sobre Insegurança Alimentar No Contexto da Pandemia da COVID-19 No Brasil (II VIGISAN): Relatório Final. Rede Brasileira de Pesquisa em Soberania e Segurança Alimentar-PENSSAN. São Paulo. 2022. Available online: https://pesquisassan.net.br/2o-inquerito-nacional-sobre-inseguranca-alimentar-no-contexto-da-pandemia-da-covid-19-no-brasil/ (accessed on 23 February 2023).
- Ministério da Saúde. Protocolo Clínico e Diretrizes Terapêuticas do Sobrepeso e Obesidade em Adultos; Ministério da Saúde: Brasília, Brazil, 2020. Available online: https://www.cfn.org.br/wp-content/uploads/2020/11/20201113_Relatorio_PCDT_567_Sobrepeso_e_Obesidade_em_adultos.pdf (accessed on 3 March 2023).
- Fan, R.; Niu, J.; Ma, H.; Xie, Q.; Cheng, J.; Rao, H.; Dou, X.; Xie, J.; Zhao, W.; Peng, J.; et al. Association of central obesity with hepatocellular carcinoma in patients with chronic hepatitis B receiving antiviral therapy. Aliment. Pharmacol. Ther. 2021, 54, 329–338. [Google Scholar] [CrossRef]
- World Health Organization. Health Literacy: The Solid Facts. 2013. Available online: http://www.euro.who.int/__data/assets/pdf_file/0008/190655/e96854.pdf (accessed on 2 March 2023).
Mean/n | SD/% | |
---|---|---|
Age | 53.54 | 12.14 |
Gender | ||
Female | 77 | 53.10 |
Male | 68 | 46.90 |
Age range (years) | ||
23 to 44 | 35 | 24.14 |
45 to 59 | 55 | 37.93 |
60 to 74 | 55 | 37.93 |
Origin | ||
Capital or metropolitan region | 114 | 78.62 |
Another municipality in Pará | 30 | 20.69 |
Outside the State of Pará | 1 | 0.69 |
Education | ||
Without higher education | 119 | 82.07 |
With higher education | 26 | 17.93 |
Income (MW) | ||
<1 | 85 | 58.62 |
2 to 3 | 47 | 32.41 |
4 to 5 | 6 | 4.41 |
>5 | 7 | 4.83 |
Diagnosis | ||
HBV | 40 | 27.59 |
HCV | 103 | 71.03 |
HBV + HCV | 2 | 1.38 |
Mean | Min–Max | SD | |
---|---|---|---|
Preference | 12.11 | 6–15 | 2.60 |
Habits | 12.43 | 5–15 | 2.25 |
Need and hunger | 11.19 | 5–15 | 2.42 |
Health | 10.66 | 3–15 | 2.60 |
Convenience | 7.92 | 3–15 | 3.28 |
Pleasure | 7.03 | 3–15 | 2.90 |
Traditional food | 7.48 | 3–15 | 3.25 |
Natural issues | 7.94 | 3–15 | 3.20 |
Socialization | 5.99 | 3–15 | 2.72 |
Price | 6.45 | 3–15 | 3.44 |
Visual attraction | 4.23 | 3–15 | 2.20 |
Weight control | 8.19 | 3–15 | 3.24 |
Emotion control | 4.19 | 3–15 | 2.27 |
Social norms | 6.23 | 3–15 | 2.42 |
Social image | 3.60 | 3–10 | 1.23 |
r2 | p-Value * | |
---|---|---|
Gender | ||
Preference | 0.193 | 0.020 |
Age | ||
Preference | 0.177 | 0.033 |
Price | −0.204 | 0.014 |
Emotional control | −0.168 | 0.044 |
Education | ||
Convenience | −0.172 | 0.039 |
Social norms | −0.206 | 0.013 |
Income | ||
Price | −0.208 | 0.012 |
Weight control | 0.186 | 0.025 |
β | R2 | CI 95% | p-Value * | |
---|---|---|---|---|
(Min.; Max.) | ||||
Model 1 | ||||
Age | −0.199 | 0.033 | −0.102; −0.010 | 0.017 |
Model 2 | ||||
Age | −0.190 | 0.029 | −0.100; −0.007 | 0.023 |
Gender | −0.059 | −1.529; 0.725 | 0.482 | |
Model 3 | ||||
Age | −0.180 | 0.064 | −0.097; −0.005 | 0.029 |
Gender | −0.015 | −1.231; 1.032 | 0.862 | |
Income | −0.207 | −1.614; −0.191 | 0.013 | |
Model 4 | ||||
Age | −0.188 | 0.061 | −0.099; −0.007 | 0.024 |
Gender | −0.023 | −1.300; 0.988 | 0.787 | |
Income | −0.167 | −1.588; 1.135 | 0.098 | |
Education | −0.070 | −2.359; 1.099 | 0.473 | |
Model 5 | ||||
Age | −0.189 | 0.054 | −0.102; −0.005 | 0.031 |
Gender | −0.023 | −1.304; 0.993 | 0.789 | |
Income | −0.167 | −1.594; 0.139 | 0.099 | |
Education | −0.070 | −2.364; 1.107 | 0.475 | |
Origin | −0.004 | −1.373; 1.316 | 0.967 |
β | R2 | CI 95% | p-Value * | |
---|---|---|---|---|
(Min.; Max.) | ||||
Model 1 | ||||
Age | −0.234 | 0.048 | −0.074; −0.014 | 0.005 |
Model 2 | ||||
Age | −0.220 | 0.052 | −0.071; −0.011 | 0.008 |
Gender | −0.100 | −1.188; 0.283 | 0.226 | |
Model 3 | ||||
Age | −0.217 | 0.049 | −0.071; −0.010 | 0.009 |
Gender | −0.086 | −1.144; 0.363 | 0.307 | |
Income | −0.064 | −0.659; 0.288 | 0.441 | |
Model 4 | ||||
Age | −0.215 | 0.042 | −0.071; −0.009 | 0.011 |
Gender | −0.085 | −1.146; 0.380 | 0.323 | |
Income | −0.073 | −0.784; 0.365 | 0.473 | |
Education | 0.014 | −1.068; 1.238 | 0.884 | |
Model 5 | ||||
Age | −0.207 | 0.036 | −0.071; −0.006 | 0.020 |
Gender | −0.085 | −1.152; 0.379 | 0.320 | |
Income | −0.071 | −0.781; 0.373 | 0.486 | |
Education | 0.014 | −1.075; 1.239 | 0.889 | |
Origin | 0.026 | −0.760; 1.032 | 0.764 |
β | R2 | CI 95% | p-Value * | |
---|---|---|---|---|
(Min.; Max.) | ||||
Model 1 | ||||
Education | −0.201 | 0.034 | −2.278; −0.245 | 0.015 |
Model 2 | ||||
Education | −0.201 | 0.027 | −2.282; −0.241 | 0.016 |
Gender | −0.004 | −0.804; 0.765 | 0.960 | |
Model 3 | ||||
Education | −0.216 | 0.056 | −2.367; −0.350 | 0.009 |
Gender | 0.024 | −0.665; 0.897 | 0.769 | |
Age | −0.192 | −0.070; −0.006 | 0.021 | |
Model 4 | ||||
Education | −0.215 | 0.050 | −2.574; −0.128 | 0.031 |
Gender | 0.025 | −0.691; 0.928 | 0.773 | |
Age | −0.191 | −0.071; −0.005 | 0.023 | |
Income | −0.002 | −0.616; 0.603 | 0.982 | |
Model 5 | ||||
Education | −0.216 | 0.046 | −2.585; −0.134 | 0.030 |
Gender | 0.023 | −0.701; 0.921 | 0.789 | |
Age | −0.173 | −0.069; 0.000 | 0.050 | |
Income | 0.002 | −0.606; 0.617 | 0.985 | |
Origin | 0.060 | −0.615; 1.284 | 0.487 |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Carvalhal, M.M.d.L.; Silva, R.M.J.d.; Pereira, T.C.; Monteiro, C.R.; Gomes, D.L.; Quaresma, J.A.S. Relationship between Determinants of Food Choices and Socioeconomic and Demographic Factors of Individuals with Hepatitis B and C in the Amazon Region. Foods 2023, 12, 2359. https://doi.org/10.3390/foods12122359
Carvalhal MMdL, Silva RMJd, Pereira TC, Monteiro CR, Gomes DL, Quaresma JAS. Relationship between Determinants of Food Choices and Socioeconomic and Demographic Factors of Individuals with Hepatitis B and C in the Amazon Region. Foods. 2023; 12(12):2359. https://doi.org/10.3390/foods12122359
Chicago/Turabian StyleCarvalhal, Manuela Maria de Lima, Rayzza Marcelly Jesus da Silva, Tayna Carvalho Pereira, Camila Rodrigues Monteiro, Daniela Lopes Gomes, and Juarez Antônio Simões Quaresma. 2023. "Relationship between Determinants of Food Choices and Socioeconomic and Demographic Factors of Individuals with Hepatitis B and C in the Amazon Region" Foods 12, no. 12: 2359. https://doi.org/10.3390/foods12122359
APA StyleCarvalhal, M. M. d. L., Silva, R. M. J. d., Pereira, T. C., Monteiro, C. R., Gomes, D. L., & Quaresma, J. A. S. (2023). Relationship between Determinants of Food Choices and Socioeconomic and Demographic Factors of Individuals with Hepatitis B and C in the Amazon Region. Foods, 12(12), 2359. https://doi.org/10.3390/foods12122359