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Chkoniya V, Gregório MJ, Filipe S, Graça P. From Olive Oil Lovers to Mediterranean Diet Lifestyle Followers: Consumption Pattern Segmentation in the Portuguese Context. Nutrients 2024; 16:4235. [PMID: 39683628 DOI: 10.3390/nu16234235] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2024] [Revised: 12/01/2024] [Accepted: 12/04/2024] [Indexed: 12/18/2024] Open
Abstract
The Mediterranean Diet (MedDiet) is considered an Intangible Cultural Heritage by UNESCO; it is also the world's most evidence-based eating pattern for promoting health and longevity. This study aims to investigate consumer segmentation based on consumption patterns and identify barriers to adherence to MedDiet. Data were collected in 2020 by telephonic survey based on PREDIMED, using a quota sampling technique by socio-demographic variables, such as gender, age, and regional representation of the Portuguese population. The final sample was composed of a total of 1000 respondents. The main results show that regardless of the awareness of the MedDiet (62%), Portugal witnessed a loss of the traditional MedDiet, with the exception of the stand-out statistic that 95% of respondents still use of olive oil as the main culinary fat. Five segments were identified: (1) MedDiet lifestyle followers (11%), (2) olive oil lovers (20%), (3) low-sugar diet foods seekers (11%), (4) healthy and balanced diet seekers (28%), and (5) low-fat diet foods seekers (30%). The main barriers to adhering to the MedDiet include lack of knowledge about the MedDiet, education level, financial comfort, and specific food preference, which by segment are: (1) being passionate about soda drinks, (2) an excess of sweets, (3) low level of pasta consumption, and a (5) lack of fruit, vegetables, and legumes. Segment (4) holds a leading position in MedDiet adherence. The main obstacle to consuming fish is its high price, taste, and challenges in cooking it. When it comes to bread and oleaginous nuts, the belief that these foods are "fattening" reduces consumption. Results help to tailor education strategy and increase adherence to the Mediterranean lifestyle.
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Affiliation(s)
- Valentina Chkoniya
- GOVCOPP, ISCA-UA, University of Aveiro, 3810-193 Aveiro, Portugal
- Civil Engineering Department, ISISE, University of Coimbra, 3030-788 Coimbra, Portugal
| | - Maria João Gregório
- Programa Nacional Para a Promoção da Alimentação Saudável, Direção-Geral da Saúde, 1000-123 Lisboa, Portugal
- Faculdade de Ciências da Nutrição e Alimentação da Universidade do Porto, 4150-180 Porto, Portugal
- EPIUnit-Institute of Public Health, University of Porto, 4050-600 Porto, Portugal
- ITR-Laboratory for Integrative and Translational Research in Population Health, 4050-600 Porto, Portugal
- Comprehensive Health Research Centre, NOVA Medical School, Universidade NOVA de Lisboa, 1150-082 Lisboa, Portugal
| | - Sandra Filipe
- GOVCOPP, ISCA-UA, University of Aveiro, 3810-193 Aveiro, Portugal
| | - Pedro Graça
- Faculdade de Ciências da Nutrição e Alimentação da Universidade do Porto, 4150-180 Porto, Portugal
- EPIUnit-Institute of Public Health, University of Porto, 4050-600 Porto, Portugal
- ITR-Laboratory for Integrative and Translational Research in Population Health, 4050-600 Porto, Portugal
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Chen Z, Wei W, Hu Y, Niu Q, Yan Y. Associations between co-exposure to per- and polyfluoroalkyl substances and metabolic diseases: The mediating roles of inflammation and oxidative stress. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 953:176187. [PMID: 39265689 DOI: 10.1016/j.scitotenv.2024.176187] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/30/2024] [Revised: 08/17/2024] [Accepted: 09/08/2024] [Indexed: 09/14/2024]
Abstract
BACKGROUND Per- and polyfluoroalkyl substances (PFAS) pose potential risks to human health. In real-world settings, humans are exposed to various PFAS through numerous pathways. OBJECTIVES This study evaluated the associations between co-exposure to PFAS and obesity and its comorbidities, along with the mediating roles of inflammation and oxidative stress. METHODS We analyzed 11,090 participants from National Health and Nutrition Examination Survey (NHANES), 2003-2018. Linear regression, logistic regression, and generalized additive models were used to assess the individual effects of PFAS exposure on obesity and its comorbidities. The environmental risk score (ERS) was calculated using the adaptive elastic-net model to assess the co-exposure effects. Linear and logistic regression models explored the associations between ERS and obesity and its comorbidities. Mediation analyses explored the roles of inflammatory (neutrophils, lymphocytes, and alkaline phosphatase) and oxidative stress (gamma-glutamyl transferase, total bilirubin, and uric acid) markers in the associations between ERS and obesity and its comorbidities. RESULTS For each unit increase in ERS, the odds of obesity and type 2 diabetes mellitus (T2DM) increased 3.60-fold (95 % CI: 2.03, 6.38) and 1.91-fold (95 % CI: 1.28, 2.86), respectively. For each unit increase in ERS, BMI increased by 2.36 (95 % CI: 1.24, 3.48) kg/m2, waist circumference increased by 6.47 (95 % CI: 3.56, 9.37) cm, and waist-to-height ratio increased by 0.04 (95 % CI: 0.02, 0.06). Lymphocytes, alkaline phosphatase, and total bilirubin were significantly associated with both ERS and obesity, with mediation proportions of 4.17 %, 3.62 %, and 7.37 %, respectively. Lymphocytes, alkaline phosphatase, total bilirubin, and uric acid were significantly associated with both ERS and T2DM, with the mediation proportions of 8.90 %, 8.74 %, 29.73 %, and 38.19 %, respectively. CONCLUSIONS Co-exposure to PFAS was associated with obesity and T2DM, and these associations may be mediated by inflammation and oxidative stress. Further mechanistic and prospective studies are required to verify these associations.
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Affiliation(s)
- Zuhai Chen
- Department of Preventive Medicine, School of Medicine, Shihezi University, Shihezi, Xinjiang, China
| | - Wanting Wei
- Department of Preventive Medicine, School of Medicine, Shihezi University, Shihezi, Xinjiang, China
| | - Yunhua Hu
- Department of Preventive Medicine, School of Medicine, Shihezi University, Shihezi, Xinjiang, China; Key Laboratory for Prevention and Control of Emerging Infectious Diseases and Public Health Security, the Xinjiang Production and Construction Corps, China; Key Laboratory of Preventive Medicine, Shihezi University, Shihezi, Xinjiang, China; Key Laboratory of Xinjiang Endemic and Ethnic Diseases (Ministry of Education), School of Medicine, Shihezi University, Shihezi, Xinjiang, China
| | - Qiang Niu
- Department of Preventive Medicine, School of Medicine, Shihezi University, Shihezi, Xinjiang, China; Key Laboratory for Prevention and Control of Emerging Infectious Diseases and Public Health Security, the Xinjiang Production and Construction Corps, China; Key Laboratory of Preventive Medicine, Shihezi University, Shihezi, Xinjiang, China; Key Laboratory of Xinjiang Endemic and Ethnic Diseases (Ministry of Education), School of Medicine, Shihezi University, Shihezi, Xinjiang, China
| | - Yizhong Yan
- Department of Preventive Medicine, School of Medicine, Shihezi University, Shihezi, Xinjiang, China; Key Laboratory for Prevention and Control of Emerging Infectious Diseases and Public Health Security, the Xinjiang Production and Construction Corps, China; Key Laboratory of Preventive Medicine, Shihezi University, Shihezi, Xinjiang, China; Key Laboratory of Xinjiang Endemic and Ethnic Diseases (Ministry of Education), School of Medicine, Shihezi University, Shihezi, Xinjiang, China.
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Meshkat S, Pang H, Tassone VK, Janssen-Aguilar R, Wu M, Jung H, Lou W, Bhat V. Depressive symptoms among adults is associated with decreased food security. PLoS One 2024; 19:e0303345. [PMID: 38843208 PMCID: PMC11156408 DOI: 10.1371/journal.pone.0303345] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2024] [Accepted: 04/23/2024] [Indexed: 06/09/2024] Open
Abstract
OBJECTIVE We aim to evaluate the association of depressive symptoms, depressive symptoms severity and symptom cluster scores (i.e., cognitive-affective and somatic) with food security (FS). We will also evaluate the interaction effect of sex, income and ethnicity on these associations. METHODS Data from the 2005-2018 National Health and Nutrition Examination Survey cycles were used in this study. Participants included survey respondents 20+ years who had completed Depression and Food Security questionnaires. Multivariable logistic regression was used to estimate the associations between depressive symptoms and FS. RESULTS A total of 34,128 participants, including 3,021 (7.73%) with depressive symptoms, were included in this study. In both unadjusted and adjusted models, participants with depressive symptoms had lower odds of FS (aOR = 0.347, 95% CI: 0.307,0.391, p<0.001). Moreover, in both unadjusted and adjusted models, for each 1-point increase in cognitive-affective (aOR = 0.850, 95% CI = 0.836,0.864, p <0.001) and somatic symptoms (aOR = 0.847, 95% CI = 0.831,0.863, p <0.001), odds of high FS decreased correspondingly. Our study found no significant interaction effects of sex on depressive symptoms-FS association. Statistically significant interactions of ethnicity and poverty-to-income ratio on depressive symptoms-FS association were observed, revealing higher odds of FS among Non-Hispanic Black and Mexican American groups, and lower odds of FS in Non-Hispanic White and high-income subgroups. CONCLUSION Our study demonstrated an association between depressive symptoms and decreased FS. Further research is required to deepen our understanding of the underlying mechanisms and to develop focused interventions.
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Affiliation(s)
- Shakila Meshkat
- Interventional Psychiatry Program, St. Michael’s Hospital, Toronto, Ontario, Canada
| | - Hilary Pang
- Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada
| | - Vanessa K. Tassone
- Interventional Psychiatry Program, St. Michael’s Hospital, Toronto, Ontario, Canada
- Institute of Medical Science, University of Toronto, Toronto, Ontario, Canada
| | | | - Michelle Wu
- Department of Biostatistics, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
| | - Hyejung Jung
- Department of Biostatistics, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
| | - Wendy Lou
- Department of Biostatistics, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
| | - Venkat Bhat
- Interventional Psychiatry Program, St. Michael’s Hospital, Toronto, Ontario, Canada
- Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada
- Institute of Medical Science, University of Toronto, Toronto, Ontario, Canada
- Mental Health and Addictions Services, St. Michael’s Hospital, Toronto, Ontario, Canada
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Godbharle S, Jeyakumar A, Giri BR, Kesa H. Pooled prevalence of food away from home (FAFH) and associated non-communicable disease (NCD) markers: a systematic review and meta-analysis. JOURNAL OF HEALTH, POPULATION, AND NUTRITION 2022; 41:55. [PMID: 36451189 PMCID: PMC9709732 DOI: 10.1186/s41043-022-00335-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/25/2022] [Accepted: 11/09/2022] [Indexed: 06/17/2023]
Abstract
BACKGROUND Food away from home (FAFH) is an 'eating behavior' widely practiced across nations, more common in developed nations. Likewise, in developing countries an increase of close to 50% indicates an upsurge in FAFH consumption. While various indices and tools are used to assess diet quality, diversity, or healthy eating, FAFH is less utilized to study dietary behaviors and the associated disease risk. OBJECTIVE To calculate the pooled estimate of FAFH and identify the associated non-communicable disease (NCD) markers. DESIGN Systematic review and meta-analysis. METHODS Independent electronic searches were conducted across 6 databases: Medline, Web of Science, Scopus, Cochrane library, Ingenta, and CAB direct. Observational studies investigating the association between FAFH and NCD markers published between the year 2011 and 2021 were eligible for inclusion. Studies that included overweight or obese participants, pregnant women, or those under institutional care at baseline were excluded. The guidelines for reporting meta-analysis of observational studies in epidemiology were adhered to in the preparation of this systematic review. RESULTS The random effects combined estimate for the overall prevalence of FAFH was 39.96% (95% CI 29.97-53.29). High heterogeneity (τ2 = 0.63, I2 = 100%) and high risk of bias were observed among the selected studies. The test for overall effect was observed to be z = 25.11 (p < 0.001). Eleven out of fourteen studies showed a positive association between FAFH and anthropometric changes. Twelve out of seventeen studies showed a positive association between FAFH and cardiovascular disease (CVD) biomarkers. CONCLUSION Our work confirms FAFH as an evolving dietary behavior in both developing and developed countries, emphasizing the lack of representation from low-income countries. The association of FAFH with obesity and non-communicable disease risk is reinforced by our analyses. These findings should enable policy decisions to meet the rising demand of FAFH with healthier options to prevent the risk of NCD.
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Affiliation(s)
- Swapnil Godbharle
- Food Evolution Research Laboratory (FERL), School of Tourism and Hospitality Management, College of Business and Economics, University of Johannesburg, Johannesburg, South Africa
- Department of Health Sciences, Savitribai Phule Pune University, Ganeshkhind Road, Pune, Maharashtra 411007 India
| | - Angeline Jeyakumar
- Food Evolution Research Laboratory (FERL), School of Tourism and Hospitality Management, College of Business and Economics, University of Johannesburg, Johannesburg, South Africa
- Department of Health Sciences, Savitribai Phule Pune University, Ganeshkhind Road, Pune, Maharashtra 411007 India
| | - Bibek Raj Giri
- Department of Health Sciences, Savitribai Phule Pune University, Ganeshkhind Road, Pune, Maharashtra 411007 India
| | - Hema Kesa
- Food Evolution Research Laboratory (FERL), School of Tourism and Hospitality Management, College of Business and Economics, University of Johannesburg, Johannesburg, South Africa
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Lozada-Urbano M, Huamán F, Xirinachs Y, Rivera-Lozada O, Alvarez-Risco A, Yáñez JA. Poverty, Household Structure and Consumption of Foods Away from Home in Peru in 2019: A Cross-Sectional Study. Foods 2022; 11:2547. [PMID: 36076733 PMCID: PMC9455660 DOI: 10.3390/foods11172547] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2022] [Revised: 08/15/2022] [Accepted: 08/18/2022] [Indexed: 02/01/2023] Open
Abstract
The aim of this study was to evaluate the probability of buying food away from home according to the type of household using the logit model, as well as the sociodemographic characteristics of the heads of household, and how much income expenditure represents. A cross-sectional study was carried out using the National Household Survey (ENAHO) 2019 database. After joining the database, the household type variables were created. To calculate the probability with the “logit” model of purchase, the variables—family size, income, types of household, and total expenditure—were selected as a measure of the purchasing power of the family. A statistically significant association (p < 0.05) was found between the probability of consumption and the variables: age of household members, predominance, nuclear without children−married, nuclear with children−cohabitant, nuclear with children−widowed, nuclear with children−separated, extended, compounded, poor not extreme, and not poor. The bulk of families was represented by nuclear families (61.97%). The highest expenditure in the CFAH was for families defined as composite with a yearly average of USD 1652.89 (equivalent to PEN 5520.67). Observing the expenditure on food consumed outside the home through the composition of households can allow a better approach to offer educational measures. This information can be helpful to developers of educational issues.
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Affiliation(s)
- Michelle Lozada-Urbano
- South American Center for Education and Research in Public Health, Universidad Norbert Wiener, Lima 15046, Peru
| | - Franklin Huamán
- Facultad de Ingeniería Económica, Estadística y Ciencias Sociales, Universidad Nacional de Ingeniería, Lima 15333, Peru
| | - Yanira Xirinachs
- Escuela de Economía, Universidad de Costa Rica-UCR, Ciudad Universitaria Rodrigo Facio Brenes, San José 02060, Costa Rica
| | - Oriana Rivera-Lozada
- South American Center for Education and Research in Public Health, Universidad Norbert Wiener, Lima 15046, Peru
| | - Aldo Alvarez-Risco
- Carrera de Negocios Internacionales, Facultad de Ciencias Administrativas y Económicas, Universidad de Lima, Lima 15023, Peru
| | - Jaime A. Yáñez
- Facultad de Educación, Carrera de Educación y Gestión del Aprendizaje, Universidad Peruana de Ciencias Aplicadas, Lima 15023, Peru
- Gerencia Corporativa de Asuntos Científicos y Regulatorios, Teoma Global, Lima 15073, Peru
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Hollis-Hansen K, Ferrante MJ, Goldsmith J, Anzman-Frasca S. Family Food Insecurity, Food Acquisition, and Eating Behavior Over 6 Months Into the COVID-19 Pandemic. JOURNAL OF NUTRITION EDUCATION AND BEHAVIOR 2022; 54:660-669. [PMID: 35577676 PMCID: PMC9099406 DOI: 10.1016/j.jneb.2022.04.002] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/29/2021] [Revised: 03/29/2022] [Accepted: 04/04/2022] [Indexed: 06/15/2023]
Abstract
OBJECTIVES Describe coronavirus disease 2019 (COVID-19)-related employment and food acquisition changes for food-secure and food-insecure households. Examine associations between food insecurity, parent food acquisition, and child eating. METHODS A nationally representative cross-sectional survey with parents (N = 1,000) in Fall 2020. Measures included sociodemographics, food retail regulations, food insecurity, frequency of meals, changes in parent employment, food preparation, and food acquisition because of COVID-19. RESULTS Parents that reported recent food insecurity were more likely to report COVID-19-related employment changes (eg, job loss, reduced hours) and food acquisition changes. Food insecurity was modestly associated with more frequent in-person restaurant dining (B = 0.12, t(999) = 4.02, P < 0.001), more frequent restaurant delivery (B = 0.13, t(999) = 4.30, P < 0.001), less frequent homecooked meals (B = -0.14, t(999) = 4.56, P < 0.001) but was not associated with take-out (B = 0.02, t(999) = 0.62, P = 0.54). CONCLUSIONS AND IMPLICATIONS Food insecurity was associated with employment changes, parent food acquisition, and children's consumption of homecooked and restaurant meals during COVID-19. Future work could explore resources that help parents acquire affordable, nutritious food.
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Affiliation(s)
- Kelseanna Hollis-Hansen
- Department of Population Health, University of Texas at Austin Dell Medical School, Austin, TX; Steve Hicks School of Social Work, University of Texas at Austin, Austin, TX.
| | - Mackenzie J Ferrante
- Division of Behavioral Medicine, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY
| | - Juliana Goldsmith
- Division of Behavioral Medicine, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY
| | - Stephanie Anzman-Frasca
- Division of Behavioral Medicine, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY; Center for Ingestive Behavior Research, University at Buffalo, Buffalo, NY
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