Food Involvement, Eating Restrictions and Dietary Patterns in Polish Adults: Expected Effects of Their Relationships (LifeStyle Study)

Understanding the factors that coexist with healthy and unhealthy eating behaviors is prevalent and important for public health. The aim of this study was to investigate the associations between food involvement, eating restrictions, and dietary patterns in a representative sample of Polish adults. The study was conducted among a group of 1007 adults. Questions with the answers yes or no were used to obtain the data regarding eating restrictions. Data relating to food involvement were obtained with the Food Involvement Scale (FIS). Questions from the Beliefs and Eating Habits questionnaire were used to measure the frequency of consumption of different food groups. Five dietary patterns (DPs) were derived using principal component analysis (PCA), i.e., ‘Fruit and vegetables’, ‘Wholemeal food’, ‘Fast foods and sweets’, ‘Fruit and vegetable juices’ and “Meat and meat products’. In each of the DPs, three groups of participants were identified based on tertile distribution with the upper tertile denoting the most frequent consumption. Nearly two-thirds of the study sample declared some restrictions in food consumption. The probability of implementing restrictions in consumption of foods high in sugar, fat and high-fat foods increased in the upper tertile of ‘Fruit and vegetables’ and ‘Wholemeal’ DPs. Moreover, the probability of implementing restrictions in consumption of meat and high-starch products increased in ‘Wholemeal’ DP. The probability of using eating restrictions decreased in the upper tertile of ‘Fast foods and sweets’ and Meat and meat products’ DPs. In conclusion, individuals characterized by high food involvement were more inclined to use eating restrictions than individuals with lower food involvement. Their DPs were also healthier compared to those of individuals manifesting low food involvement. Therefore, promoting personal commitment to learning about and experiencing food may be an effective way of inducing a change of eating habits, and therefore a healthier diet.

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The food patterns of a multicenter cohort of Brazilian nulliparous pregnant women

Scientific Reports ◽

10.1038/s41598-021-95185-2 ◽

2021 ◽

Vol 11 (1) ◽

Author(s):

Maria J. Miele ◽

Renato T. Souza ◽

Iracema M. Calderon ◽

Francisco E. Feitosa ◽

Débora F. Leite ◽

...

Keyword(s):

Pregnant Women ◽

Dietary Patterns ◽

Principal Component ◽

Good Representation ◽

Processed Foods ◽

Food Groups ◽

Dietary Recall ◽

Complex Process ◽

Nutrient Consumption ◽

Main Components

AbstractAssessment of human nutrition is a complex process, in pregnant women identify dietary patterns through mean nutrient consumption can be an opportunity to better educate women on how to improve their overall health through better eating. This exploratory study aimed to identify a posteriori dietary patterns in a cohort of nulliparous pregnant women. The principal component analysis (PCA) technique was performed, with Varimax orthogonal rotation of data extracted from the 24-h dietary recall, applied at 20 weeks of gestation. We analysed 1.145 dietary recalls, identifying five main components that explained 81% of the dietary pattern of the sample. Dietary patterns found were: Obesogenic, represented by ultra-processed foods, processed foods, and food groups rich in carbohydrates, fats and sugars; Traditional, most influenced by natural, minimally processed foods, groups of animal proteins and beans; Intermediate was similar to the obesogenic, although there were lower loads; Vegetarian, which was the only good representation of fruits, vegetables and dairy products; and Protein, which best represented the groups of proteins (animal and vegetable). The obesogenic and intermediate patterns represented over 37% of the variation in food consumption highlighting the opportunity to improve maternal health especially for women at first mothering.

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Exploring of Dietary Patterns, and Possible Association with Educational Level, among Jordanian Pregnant Women

Current Research in Nutrition and Food Science Journal ◽

10.12944/crnfsj.9.1.04 ◽

2021 ◽

Vol 9 (1) ◽

pp. 31-39

Author(s):

Reema Tayyem ◽

Shatha Hammad ◽

Sabika S. Allehdan ◽

Dana Abdelrahim ◽

Lydia Djellouli ◽

...

Keyword(s):

Pregnant Women ◽

Dietary Patterns ◽

Educational Level ◽

Multinomial Logistic Regression ◽

Principal Component ◽

Fruit And Vegetables ◽

Third Trimester ◽

Dietary Practices ◽

Activity Data ◽

Highly Educated

Evaluating dietary patterns could provide an overall view of food and nutrient which consumed regularly. Better understanding of dietary patterns in pregnant women may be considered an acceptable mean to identify unhealthy dietary practices and the associations with undesirable pregnancy outcomes, which necessitates urgent intervention. This study aimed to determine the dietary pattern followed by Jordanian women during pregnancy in the second and third trimesters and to detect possible association between the dietary patterns and educational level. A total of 286 healthy, pregnant Jordanian women, aged ≥ 18 years with singleton pregnancies, completed the study. Sociodemographic, dietary, and physical activity data were collected using validated questionnaires. Dietary patterns were identified using a Principal Component Analysis. A multinomial logistic regression was used to estimate the effect of education level on dietary intake. Three dietary patterns were identified during the entire duration of pregnancy; ‘High-Fat, High-Sugar’, ‘Fruit and Vegetables', and ‘High Protein’ which explained about 32% of the variability of the study sample. Dietary patterns adopted by pregnant women during the second and third trimesters, separately, were able to explain about 40% of the variability during each trimester. Educational level showed associations with dietary patterns, in which ‘Fruit and Vegetables' and ‘Healthy’ patterns were remarkably manifested as the preferred pattern of consumption for the highly educated women during their third trimester. Different dietary patterns have been identified among Jordanian pregnant women throughout their pregnancy trimesters. Higher educational level could influence food choices. Fruit and Vegetables' and ‘Healthy’ patterns were the followed patterns among the highly educated women during their third trimester.

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Comparing two methods for deriving dietary patterns associated with risk of metabolic syndrome among middle-aged and elderly Taiwanese adults with impaired kidney function

10.21203/rs.3.rs-29635/v2 ◽

2020 ◽

Author(s):

Adi Lukas Kurniawan ◽

Chien-Yeh Hsu ◽

Hsiu-An Lee ◽

Hsiao-Hsien Rau ◽

Rathi Paramastri ◽

...

Keyword(s):

Metabolic Syndrome ◽

Kidney Function ◽

Dietary Patterns ◽

Dietary Pattern ◽

Density Lipoprotein ◽

Principal Component ◽

Dietary Guidelines ◽

Food Groups ◽

Reduced Rank Regression ◽

Sugary Drinks

Abstract Background: Dietary patterns were associated with the risk of chronic disease development and outcome-related diseases. In this study, we aimed to compare the correlation between dietary patterns and metabolic syndrome (MetS) using two methods for identifying dietary patterns.Methods: The participants (n = 25,569) aged ≥ 40 years with impaired kidney function were retrieved from Mei Jau (MJ) Health Screening database from 2008 to 2010. Dietary patterns were identified by principal component analysis (PCA) and reduced rank regression (RRR) from twenty-two food groups using PROC FACTOR and PROC PLS functions.Results: We identified two similar dietary pattern characteristics (high intakes of deep fried foods, preserved or processed foods, dipping sauce, meat, sugary drinks, organ meats, jam/honey, fried rice/flour products, instant noodles and eggs) derived by PCA and RRR. Logistic regression analysis revealed that RRR-derived dietary pattern scores were positively associated with an odds ratio (OR = 1.70, 95% CI: 1.56, 1.86) of having MetS than PCA-derived dietary pattern scores (OR = 1.38, 95% CI: 1.27, 1.51). The correlations between RRR-derived dietary pattern scores and elevated systolic and diastolic blood pressure (OR = 1.30 for both) or low high density lipoprotein cholesterol in women (OR = 1.32) were statistically significant but not significant in PCA-derived dietary pattern scores.Conclusions: Our findings suggest that RRR gives better results when studying behavior related dietary patterns in association with MetS. RRR may be more preferable to provide dietary information for developing dietary guidelines among people with MetS. Further studies with prospective measurements are needed to verify whether RRR is a useful analytic tool for the association between dietary patterns and other chronic diseases.

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Eating Habits of Children Born after Maternal Bariatric Surgery

Nutrients ◽

10.3390/nu12092577 ◽

2020 ◽

Vol 12 (9) ◽

pp. 2577

Author(s):

Karolien Van De Maele ◽

Charlotte De Geyter ◽

Yvan Vandenplas ◽

Inge Gies ◽

Roland Devlieger

Keyword(s):

Bariatric Surgery ◽

Eating Behaviors ◽

Eating Habits ◽

Vegetable Consumption ◽

Normal Weight ◽

Overweight And Obesity ◽

Control Group ◽

Cross Sectional ◽

Meal Skipping ◽

Unhealthy Eating

Mothers who underwent bariatric surgery (BS) before pregnancy have worrisome eating habits, but little is known about the eating habits of their offspring. EFFECTOR is a cross-sectional, long-term follow-up study of 4–11-year-old children born from mothers that underwent bariatric surgery before pregnancy (n = 36), mothers with overweight/obesity (OW/OB) in a control group (n = 71), and mothers with a normal weight (NW) in a second control group (n = 35). Data on anthropometry and on eating habits obtained through a Food Frequency Questionnaire were collected prospectively. The children’s body mass index (BMI) scores significantly correlated with maternal pre-pregnancy BMI. The prevalence of overweight and obesity was the highest in children of the BS group (38.9% vs. 15.5% for children of the OW/OB group and 5.7% for those of the NW group; p = 0.004). Meal-skipping behavior was comparable between the groups. There was no difference in fruit and vegetable consumption. The BS group consumed more low-calorie sweetened beverages compared to the NW group (p = 0.01) but less fruit juice compared to the NW and OW/OB groups (p = 0.01). Our results may indicate a sugar-avoiding behavior in children of the BS group, fitting dietary maternal habits in a strategy to prevent dumping syndrome. In conclusion, maternal pre-pregnancy bariatric surgery does not alter unhealthy eating behaviors and the risk of development of overweight during childhood in their children.

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Clustering of Dietary Patterns and Lifestyles Among Spanish Children in the EsNuPI Study †

Nutrients ◽

10.3390/nu12092536 ◽

2020 ◽

Vol 12 (9) ◽

pp. 2536

Author(s):

Julio Plaza-Díaz ◽

Esther Molina-Montes ◽

María José Soto-Méndez ◽

Casandra Madrigal ◽

Ángela Hernández-Ruiz ◽

...

Keyword(s):

Dietary Patterns ◽

Dietary Pattern ◽

Parental Education ◽

Dietary Habits ◽

Pediatric Population ◽

Age Groups ◽

Principal Component ◽

Lifestyle Factors ◽

Study Cohort ◽

Food Groups

Dietary patterns (DPs) are known to be tied to lifestyle behaviors. Understanding DPs and their relationships with lifestyle factors can help to prevent children from engaging in unhealthy dietary practices. We aimed to describe DPs in Spanish children aged 1 to <10 years and to examine their associations with sociodemographic and lifestyle variables. The consumption of toddler and young children milk formulas, enriched and fortified milk within the Spanish pediatric population is increasing, and there is a lack of evidence whether the consumption of this type of milk is causing an impact on nutrient intakes and if they are helping to reach the nutrient recommendations. Within the Nutritional Study in the Spanish Pediatric Population (EsNuPI), we considered two study cohorts and three different age groups in three year-intervals in each of them. The study cohort included 740 children in a representative sample of the urban non-vegan Spanish population and 772 children in a convenience cohort of adapted milk consumers (AMS) (including follow-on formula, toddler’s milk, growing up milk, and fortified and enriched milks) who provided information about sociodemographics, lifestyle, and dietary habits; a food frequency questionnaire was used for the latter. Principal component analysis was performed to identify DPs from 18 food groups. Food groups and sociodemographic/lifestyle variables were combined through a hierarchical cluster algorithm. Three DPs predominated in every age group and study sample: a palatable energy-dense food dietary pattern, and two Mediterranean-like DPs. However, children from the AMS showed a predominant dietary pattern markedly related to the Mediterranean diet, with high consumption of cereals, fruits and vegetables, as well as milk and dairy products. The age of children and certain lifestyle factors, namely level of physical activity, parental education, and household income, correlated closely with the dietary clusters. Thus, the findings provide insight into designing lifestyle interventions that could reverse the appearance of unhealthy DPs in the Spanish child population.

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Orthorexic Tendency and Eating Disorders Symptoms in Polish Students: Examining Differences in Eating Behaviors

Nutrients ◽

10.3390/nu12010218 ◽

2020 ◽

Vol 12 (1) ◽

pp. 218 ◽

Cited By ~ 6

Author(s):

Marta Plichta ◽

Marzena Jezewska-Zychowicz

Keyword(s):

Eating Disorders ◽

Eating Behaviors ◽

Eating Habits ◽

Meat Products ◽

Cross Sectional Survey ◽

Cross Sectional ◽

High Fiber ◽

High Sugar ◽

Special Diet ◽

The Difference

Orthorexia nervosa (ON) may precede, ensue, or coexist with eating disorders (ED) and also affect eating behaviors. The aim of this study was to explore the dietary patterns (DPs) and other eating habits of people showing ON tendency, ED symptoms, and both ON tendency and ED symptoms, as well as those not showing either. The data for the study were collected from a sample of 1120 Polish college students through a cross-sectional survey in 2017. The questionnaire used in the survey included the ORTO-15, the Eating Disorder Screen for Primary Care (ESP), and the Food Frequency Questionnaire (FFQ-6), and the students were also asked questions about their eating habits and special diets. A factor analysis was conducted to identify the following five DPs: “high-sugar products and refined products,” “meat and meat products,” “alcohol,” “high-fiber products and nuts,” and “dairy products and whole-meal bread.” Univariate logistic regression analyses were carried out to verify the associations between the variables. Students in the “ON and without ED” group were found to exhibit more healthy eating habits than the students in the “ED and without ON” group. The use of a special diet in the past and currently increased the risk of displaying ON tendency and ED symptoms. Students in the “ON and without ED” and “ON and ED” groups were characterized by less frequent consumption of high-sugar and refined products. Students who rarely consumed meat and related products were found to be less likely to display “ON and ED.” In conclusion, different eating habits shown by people with ON tendency and ED symptoms confirmed the difference between ON and ED. However, the simultaneous displaying of ON and ED leads to the overlapping of specificity of eating habits, which can make the diagnosis based only on the eating habits difficult. Thus, there is still a need for further research involving the use of more sensitive tools that can better identify ON tendency and ED symptoms, as well as DPs.

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Empirically derived major dietary patterns and their associations with overweight in Korean preschool children

British Journal Of Nutrition ◽

10.1017/s0007114507720226 ◽

2007 ◽

Vol 98 (2) ◽

pp. 416-421 ◽

Cited By ~ 44

Author(s):

Kyung Ok Shin ◽

Se-Young Oh ◽

Hyun Suh Park

Keyword(s):

Factor Analysis ◽

Preschool Children ◽

Health Status ◽

Young Children ◽

Dietary Patterns ◽

Dairy Products ◽

Food Groups ◽

Fast Foods ◽

Usual Diet ◽

Milk And Dairy Products

Prevailing dietary patterns and their association with nutritional outcomes are poorly understood, particularly for children in Korea. Our purposes were to identify major dietary patterns and to examine their associations with overweight among young children in Korea. For 1441 preschool children, usual diet was assessed by a FFQ, from which thirty-three food groups were created and entered into a factor analysis. We identified three dietary patterns by relative intake frequency of (1) vegetables, seaweeds, beans, fruits, milk and dairy products (Korean healthy pattern); (2) beef, pork, poultry, fish and fast foods (animal foods pattern); and (3) ice cream, soda, chocolate, cookies and candies (sweets pattern). The Korean healthy pattern was associated with better health status. As compared with the lowest quintile, the multivariate-adjusted OR of the highest quintile for health status inferior or similar to their peers was 0·59 (95 % CI 0·42, 0·84). Likelihood of being overweight was higher among those in the highest quintile (OR 1·77 (95 % CI 1·06, 2·94)) v. the lowest quintile regarding the animal foods pattern. These findings suggest that major dietary patterns are predictors of overweight and health status in Korean preschool children.

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Dietary patterns and breast-feeding in Australian children

Public Health Nutrition ◽

10.1017/s1368980011001030 ◽

2011 ◽

Vol 14 (11) ◽

pp. 1939-1947 ◽

Cited By ~ 46

Author(s):

Jessica A Grieger ◽

Jane Scott ◽

Lynne Cobiac

Keyword(s):

Breast Feeding ◽

Dietary Patterns ◽

Dairy Products ◽

Principal Component ◽

Positive Association ◽

National Sample ◽

Cross Sectional Study ◽

Principal Component Factor Analysis ◽

Food Groups ◽

Cross Sectional

AbstractObjectiveTo determine the dietary patterns of a national sample of 2–8-year-old Australian children and to establish whether breast-feeding is associated with dietary patterns in this age group.DesignCross-sectional study using 24 h recall data from the 2007 Australian National Children's Nutrition and Physical Activity Survey.SettingAustralia.SubjectsA total of 2287 children aged 2–8 years.ResultsPrincipal component factor analysis identified three distinct patterns. The ‘Non-core food groups’ pattern included food groups such as whole-fat dairy products, cheese, medium–high sugar-sweetened breakfast cereals and sweet biscuits, no fruit, reduced/low-fat dairy products and wholegrain bread/rolls. The ‘Healthy, meat and vegetable’ pattern included vegetables, red meat, fruit and wholegrain bread/rolls and was inversely associated with take-away foods and carbonated sugar-sweetened beverages. The ‘Combination’ pattern contained many food groups including candy (not chocolate based), pasta/rice products, nuts/seeds, cakes and chocolate, but no fruit or vegetables. Of the 2287 children, 2064 (89·3 %) had been breast-fed. A positive association was found between breast-feeding and the healthy, meat and vegetable pattern (r= 0·267) but not with the other two patterns. Higher scores on this pattern were also associated with younger age, lower BMI, higher birth weight, high likelihood of being in the less-disadvantaged Socio-economic Indexes for Areas category and less likelihood of the child's parents having a lower educational level.ConclusionsThese results provide suggestive evidence that breast-feeding during infancy is associated with a healthy dietary pattern in childhood and offers a likely pathway to explain the previously reported association between breast-feeding and chronic disease.

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Dietary patterns for meals of Brazilian adults

British Journal Of Nutrition ◽

10.1017/s0007114515002445 ◽

2015 ◽

Vol 114 (5) ◽

pp. 822-828 ◽

Cited By ~ 36

Author(s):

Roberta de Oliveira Santos ◽

Regina Mara Fisberg ◽

Dirce Maria Marchioni ◽

Valéria Troncoso Baltar

Keyword(s):

Health Care ◽

Food Intake ◽

Dietary Patterns ◽

Principal Component ◽

Dietary Advice ◽

Food Groups ◽

Varimax Rotation ◽

Meal Skipping ◽

Care Survey ◽

Component Estimation

AbstractThe use of dietary patterns (DP) in nutritional research is well established; however, only a few studies of DP according to specific meals have been conducted. The purpose of this study was to identify the DP regarding breakfast, lunch and dinner meals of the population (aged 20 years and older of both sexes) that participated in the Health Care Survey of Sao Paulo. Food intake was estimated by using the Multiple Source Method – considering two 24- h dietary recalls. On the basis of the food groups for each meal, a factor analysis, with a principal component estimation, was applied (varimax rotation) in order to derive the DP. Prevalences of meal skipping were 5·6 % for breakfast, 3·6 % for lunch and 12·8 % for dinner. The findings revealed three breakfast DP: healthy, traditional and snack; five lunch DP: traditional, salad, sweetened juice, Western and meats; and four dinner DP: coffee with milk and bread, transitional, traditional, and soup and fruits. The results of this study indicate that the DP identified in accordance with the meal nicely discriminates food intake, emphasising peculiarities that are not found in global analyses and might support dietary advice.

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Dietary patterns in Irish adolescents: a comparison of cluster and principal component analyses

Public Health Nutrition ◽

10.1017/s1368980011002473 ◽

2011 ◽

Vol 16 (5) ◽

pp. 848-857 ◽

Cited By ~ 15

Author(s):

Áine P Hearty ◽

Michael J Gibney

Keyword(s):

Cluster Analysis ◽

Total Energy ◽

Dietary Patterns ◽

Principal Component ◽

Food Groups ◽

Food Diary ◽

Breakfast Cereal ◽

Percentage Contribution ◽

Main Meal ◽

The Impact

AbstractObjectivePattern analysis of adolescent diets may provide an important basis for nutritional health promotion. The aims of the present study were to examine and compare dietary patterns in adolescents using cluster analysis and principal component analysis (PCA) and to examine the impact of the format of the dietary variables on the solutions.DesignAnalysis was based on the Irish National Teens Food Survey, in which food intake data were collected using a semi-quantitative 7 d food diary. Thirty-two food groups were created and were expressed as either g/d or percentage contribution to total energy. Dietary patterns were identified using cluster analysis (k-means) and PCA.SettingRepublic of Ireland, 2005–2006.SubjectsA representative sample of 441 adolescents aged 13–17 years.ResultsFive clusters based on percentage contribution to total energy were identified, ‘Healthy’, ‘Unhealthy’, ‘Rice/Pasta dishes’, ‘Sandwich’ and ‘Breakfast cereal & Main meal-type foods’. Four principal components based on g/d were identified which explained 28 % of total variance: ‘Healthy foods’, ‘Traditional foods’, ‘Sandwich foods’ and ‘Unhealthy foods’.ConclusionsA ‘Sandwich’ and an ‘Unhealthy’ pattern are the main dietary patterns in this sample. Patterns derived from either cluster analysis or PCA were comparable, although it appears that cluster analysis also identifies dietary patterns not identified through PCA, such as a ‘Breakfast cereal & Main meal-type foods’ pattern. Consideration of the format of the dietary variable is important as it can directly impact on the patterns obtained for both cluster analysis and PCA.

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