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Kanerva N, Kinnunen S, Nevalainen J, Vepsäläinen H, Fogelholm M, Saarijärvi H, Meinilä J, Erkkola M. Building nutritionally meaningful classification for grocery product groups: the LoCard Food Classification process. Br J Nutr 2024:1-28. [PMID: 38634262 DOI: 10.1017/s0007114524000710] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/19/2024]
Abstract
Analysing customer loyalty card data is a novel method for assessing nutritional quality and changes in a population's food consumption. However, prior to its use, the thousands of grocery products available in stores must be reclassified from the retailer's original hierarchical structure into a structure that is suitable for the use of nutrition and health research. We created LoCard Food Classification (LCFC) and examined how it reflects the nutritional quality of the grocery product groups. Nutritional quality was considered the main criterion guiding the reclassification of the 3574 grocery product groups. Information on the main ingredient of the product group, purpose of use, and carbon footprint were also used at the more granular levels of LCFC. The main challenge in the reclassification was a lack of detailed information on the type of products included in each group, and that some of the groups included products that have opposite health effects. The final LCFC has four hierarchical levels and it is openly available online. After reclassification, the product groups were linked with the Finnish food composition database, and the nutrient profile was assessed by calculating the Nutrient Rich Food Index (NRFI) for each product group. Standard deviation in NRFI decreased from 0.21 of the least granular level to 0.08 of the most granular level of LCFC indicating that the most granular level of LCFC has more homogeneous nutritional quality. Studies that apply LCFC to examine loyalty card data with health and environmental outcomes are needed to further demonstrate its validity.
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Affiliation(s)
- N Kanerva
- Department of Food and Nutrition, University of Helsinki, PO Box 66, 00014 Helsinki, Finland
| | - S Kinnunen
- Department of Food and Nutrition, University of Helsinki, PO Box 66, 00014 Helsinki, Finland
| | - J Nevalainen
- Department of Food and Nutrition, University of Helsinki, PO Box 66, 00014 Helsinki, Finland
- Faculty of Social Sciences (Health Sciences), Tampere University, Kanslerinrinne 1, 33100 Tampere, Finland
| | - H Vepsäläinen
- Department of Food and Nutrition, University of Helsinki, PO Box 66, 00014 Helsinki, Finland
| | - M Fogelholm
- Department of Food and Nutrition, University of Helsinki, PO Box 66, 00014 Helsinki, Finland
| | - H Saarijärvi
- Faculty of Management and Business, Tampere University, Kanslerinrinne 1, 33100 Tampere, Finland
| | - J Meinilä
- Department of Food and Nutrition, University of Helsinki, PO Box 66, 00014 Helsinki, Finland
| | - M Erkkola
- Department of Food and Nutrition, University of Helsinki, PO Box 66, 00014 Helsinki, Finland
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2
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Roos E, Pajulahti R, Lehto R, Nissinen K, Erkkola M, Ray C, Korkalo L. Is parental socioeconomic status associated with irregularity of energy intake among children? Eur J Public Health 2022. [DOI: 10.1093/eurpub/ckac131.232] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Abstract
Background
The timing of eating, chrono-nutrition, is a relatively new research area, where the focus is not on only what we eat but also when we eat and of irregularity between days. Chrono-nutrition have been associated with cardiovascular risk factors among adults. Societal factors influence the chrono-nutrition, but there is limited research on how different socioeconomic factors are associated with chrono-nutrition, especially among children. The aim of this study is to examine the association between parental socioeconomic status and irregularity of children’s energy intake.
Methods
We used data from the DAGIS (Increased Health and Wellbeing in Preschools) study in years 2015-2016, in which 864 preschool children participated (age 3-6 years old). Childreńs dietary intake was measured by a 3-day food record. We included only children that had complete data from all three days and the child was at day care on two of those days and one day was a weekend day (n = 568). To calculate the irregularity score, the absolute difference between the daily energy intake and 3-day mean intake for each three days was divided by the 3-day mean energy intake, multiplied by 100 and then averaged over the 3 days; this served as a measure of irregularity of energy intake, with a low score indicating a more regular energy intake and a higher more irregular energy intake. The parents reported highest parental educational level and household income on a questionnaire. The associations were tested by general linear models on SPSS.
Results
No association was found between parental educational level or household income with irregularity of children’s energy intake.
Conclusions
There was no association between parental socioeconomic status and children’s irregularity of energy intake. Other aspects of children’s chrono-nutrition should also be tested to be able to conclude that children’s chrono-nutrition is not influenced by parental socioeconomic status.
Key messages
• We found no association between parental socioeconomic status and irregularity in children’s energy intake.
• Chrono-nutrition among children is under-examined.
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Affiliation(s)
- E Roos
- Folkhälsan Research Center, Samfundet Folkhälsan , Helsinki, Finland
- Department of Food Studies, Nutrition and Diet, Uppsala University , Uppsala, Sweden
| | - R Pajulahti
- Folkhälsan Research Center, Samfundet Folkhälsan , Helsinki, Finland
- Department of Food and Nutrition, University of Helsinki , Helsinki, Finland
| | - R Lehto
- Folkhälsan Research Center, Samfundet Folkhälsan , Helsinki, Finland
| | - K Nissinen
- Department of Food and Nutrition, University of Helsinki , Helsinki, Finland
| | - M Erkkola
- Department of Food and Nutrition, University of Helsinki , Helsinki, Finland
| | - C Ray
- Folkhälsan Research Center, Samfundet Folkhälsan , Helsinki, Finland
- Department of Food and Nutrition, University of Helsinki , Helsinki, Finland
| | - L Korkalo
- Department of Food and Nutrition, University of Helsinki , Helsinki, Finland
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3
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Lehto R, Vepsäläinen H, Lehtimäki AV, Lehto E, Leppänen MH, Skaffari E, Abdollahi A, Roos E, Erkkola M, Ray C. Implementation, home mediators and children’s sugary drink consumption - results from DAGIS study. Eur J Public Health 2022. [DOI: 10.1093/eurpub/ckac130.159] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Abstract
Background and objectives
The effectiveness of a health behavior intervention can depend on the extent to which the intervention is implemented; higher degree of implementation (DOI) might associate with larger intervention effects. This study examined whether the parental DOI of an health behavior intervention had an effect on children's consumption of sugar-sweetened beverages (SSB) and was the effect mediated by home factors.
Methods
the DAGIS preschool intervention was conducted in 2017-2018 in Finland among 3-6-year-olds with valid data from 476 children. At baseline and follow-up parents reported 1) children's SSB consumption in a semi-quantified food frequency questionnaire, 2) availability of SSB at home, parental role modelling of drinking SSB, and norm (parental view on the suitable amount of SSB for children), and 3) DOI: a dichotomized sum variable on several aspects of parental program implementation. In the analyses, high and low DOI were compared to control group. Mediation analysis of the effect of DOI on the change in children's SSB consumption via change in availability, role modelling and norm was conducted with R statistical software.
Results
High DOI was associated with reduced consumption of SSB (B -27.71, 95% CI -49.05, -4.80). No mediated effects were found. All studied mediators impacted the change in SSB consumption, but the DOI had no effect on the change in mediators.
Conclusions
Intervention effect on the consumption of SSB was only found in the high DOI group, which supports the importance of assessing intervention implementation. Since the found effect was not mediated by the studied mediators, other possible mediators should be examined, as understanding intervention mediators is crucial in developing successful interventions.
Key messages
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Affiliation(s)
- R Lehto
- Folkhälsan Research Center , Helsinki, Finland
| | - H Vepsäläinen
- Department of Food and Nutrition, University of Helsinki , Helsinki, Finland
| | | | - E Lehto
- Department of Sociology, University of Helsinki , Helsinki, Finland
| | - MH Leppänen
- Folkhälsan Research Center , Helsinki, Finland
- Faculty of Medicine, University of Helsinki , Helsinki, Finland
| | - E Skaffari
- Department of Food and Nutrition, University of Helsinki , Helsinki, Finland
| | - A Abdollahi
- Department of Food and Nutrition, University of Helsinki , Helsinki, Finland
| | - E Roos
- Department of Food Studies, Nutrition and Dietetics, Uppsala University , Uppsala, Sweden
- Folkhälsan Research Center , Helsinki, Finland
| | - M Erkkola
- Department of Food and Nutrition, University of Helsinki , Helsinki, Finland
| | - C Ray
- Folkhälsan Research Center , Helsinki, Finland
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4
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Pajulahti R, Ray C, Salmela-Aro K, Korkalo L, Lehto R, Vepsäläinen H, Nissinen K, Roos E, Erkkola M. Preschool children’s temperament and its associations with energy intake. Eur J Public Health 2022. [DOI: 10.1093/eurpub/ckac129.693] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Abstract
Background and objectives
Child's temperament dimensions have been linked with different weight outcomes as well as dietary factors such as consumption of fruit and vegetables, sugar-rich foods and drinks and an overall dietary quality. Links between temperament dimensions and energy intake, however, remain under-examined. This study expands the literature by investigating associations between child's temperament dimensions and energy intake.
Methods
Altogether 505 Finnish children aged 3-6 years provided data for the analyses. The data is a part of the DAGIS (Increased Health and Wellbeing in Preschools) study conducted in 2015-2016. Child's energy intake was measured with 3-day food records. To be included, children had to 1) have food record for two preschool days and one weekend day and 2) to have consumed both lunch and an afternoon snack in the preschool on the two preschool days. The very short form of Children's Behavior Questionnaire was used to measure child's temperament dimensions. Concurrent associations between three temperament dimensions (surgency, negative affectivity, and effortful control) and energy intake were examined using linear regression models adjusted for child's age, sex, mother's highest education, and moderate-to-vigorous physical activity.
Results
Surgency, temperament dimension referring to characteristics such as impulsivity, high activity level and high approach, was positively associated with energy intake. Effortful control or negative affectivity were not associated with energy intake.
Conclusions
The findings imply that temperamental surgency may be one relevant determinant of energy intake among preschool children. The result is in line with previous studies linking child's surgency as well as its specific facets, such as impulsivity, with weight outcomes and food approach behaviors. Considering child's individual temperament dimensions when counselling families in eating issues could be beneficial.
Key messages
• Surgency, a temperament dimension referring to characteristics such as impulsivity, high activity level and high approach, was positively associated with energy intake.
• When promoting children’s balanced eating, tailored support for parents acknowledging child’s temperament could be beneficial.
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Affiliation(s)
- R Pajulahti
- Department of Food and Nutrition, University of Helsinki , Helsinki, Finland
- Folkhälsan Research Center , Helsinki, Finland
| | - C Ray
- Department of Food and Nutrition, University of Helsinki , Helsinki, Finland
- Folkhälsan Research Center , Helsinki, Finland
| | - K Salmela-Aro
- Faculty of Educational Sciences, University of Helsinki , Helsinki, Finland
| | - L Korkalo
- Department of Food and Nutrition, University of Helsinki , Helsinki, Finland
| | - R Lehto
- Folkhälsan Research Center , Helsinki, Finland
| | - H Vepsäläinen
- Department of Food and Nutrition, University of Helsinki , Helsinki, Finland
| | - K Nissinen
- Seinäjoki University of Applied Sciences , Helsinki, Finland
| | - E Roos
- Folkhälsan Research Center , Helsinki, Finland
- Department of Public Health, University of Helsinki , Helsinki, Finland
| | - M Erkkola
- Department of Food and Nutrition, University of Helsinki , Helsinki, Finland
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5
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Abdollahi A, Roos E, Merikanto I, Li X, Vepsäläinen H, Lehto R, Erkkola M, Korkalo L. Later Sleep Onset Associated with Added Sugar and Saturated Fat Intake Among Preschool-aged children. J Acad Nutr Diet 2022. [DOI: 10.1016/j.jand.2022.08.106] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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Erkkola M, Uusitalo L, Puputti K, Saari T, Jallinoja P, Rahkonen O, Nevalainen J, Walsh H. Food insecurity among Finnish private sector service workers and food pantry clients. Eur J Public Health 2020. [DOI: 10.1093/eurpub/ckaa165.1019] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Abstract
Background
There is a paucity of comparable quantitative data on the prevalence and predictors of food insecurity in high-income countries. We applied the Household Food Insecurity Access Scale (HFIAS) to assess food insecurity among i) the Service Union United members; female-dominated, low-income employees of the Finnish private service sector, and ii) a convenience sample of Finnish food pantry clients.
Methods
The HFIAS classification was based on 9 validated questions capturing respondents' perceptions on food scarcity and behavioural responses to food insecurity due to lack of resources during the past month. The resulting indicator categorized respondents as food secure, and mildly, moderately and severely food insecure. We performed cross-tabulations and regression models to assess if education, housing, self-perceived health, income, and resource scarcity associated with levels of food insecurity. In addition, gender, age, and self-perceived disadvantage were assessed among the food pantry clients.
Results
Among the service workers (n = 6 573, 6% of those invited), 35% were food secure, 29% mildly or moderately food insecure, and 36% severely food insecure. The respective proportions were 28%, 26%, and 46% among the 129 food pantry clients. All assessed variables were associated to food insecurity status in the service workers (p < 0.01 for all). Among the food pantry clients, men (OR 1.60; 95% CI 1.09 − 4.80) and homeless/tenants in community rental units (OR 7.12; 95% CI 2.42 − 20.95) were most likely to experience severe food insecurity.
Conclusions
Alongside the food pantry clients the majority of the service workers demonstrated some degree of food insecurity, with a considerable proportion being severely food-insecure. This predominantly low-income group is subject to rapid changes in the labour market and social security systems. The data demonstrated that well-known SES indicators and self-perceived health are linked to food insecurity.
Key messages
Severe food insecurity was common among predominantly low-income private sector service workers and food pantry clients. Food insecurity is linked to SES indicators and wellbeing.
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Affiliation(s)
- M Erkkola
- Department of Food and Nutrition, University of Helsinki, Helsinki, Finland
| | - L Uusitalo
- Department of Food and Nutrition, University of Helsinki, Helsinki, Finland
| | - K Puputti
- Department of Food and Nutrition, University of Helsinki, Helsinki, Finland
| | - T Saari
- Work Research Centre, University of Tampere, Tampere, Finland
| | - P Jallinoja
- Faculty of Social Sciences, Health Sciences Unit, University of Tampere, Tampere, Finland
| | - O Rahkonen
- Department of Public Health, University of Helsinki, Helsinki, Finland
| | - J Nevalainen
- Faculty of Social Sciences, Health Sciences Unit, University of Tampere, Tampere, Finland
| | - H Walsh
- Department of Food and Nutrition, University of Helsinki, Helsinki, Finland
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7
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Lintonen T, Uusitalo L, Erkkola M, Rahkonen O, Saarijärvi H, Fogelholm M, Nevalainen J. Grocery purchase data in the study of alcohol use - A validity study. Drug Alcohol Depend 2020; 214:108145. [PMID: 32663761 DOI: 10.1016/j.drugalcdep.2020.108145] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/01/2020] [Revised: 06/17/2020] [Accepted: 06/29/2020] [Indexed: 10/23/2022]
Abstract
BACKGROUND Alcohol use epidemiology is facing challenges as survey response rates decline. In addition, population surveys fail to capture a large proportion of alcohol consumed and are expensive to conduct. This study aims to aid in complementing traditional epidemiological methods by validate grocery purchase data in the research on population alcohol use. METHODS The LoCard study subjects were loyalty card holders of a grocery retail co-operative, which possessed more than 45 % market share in Finland. One third of those who consented to the analyses of their grocery purchases were presented a questionnaire including a Food Frequency Questionnaire on the web; N = 11,818 responded. The relationship between beer purchase frequency and self-reported beer drinking frequency was studied for association and agreement in different subgroups using crosstabulations and Poisson regression modeling. RESULTS The association between beer purchase frequency and self-reported beer drinking frequency was good (Gamma = .556). The agreement between beer purchase frequency and drinking frequency was only fair (Kappa = .189). Limiting the data to those single adult households that reported making at least 61 % of their grocery purchases from this grocery retailer and collapsing the frequency categories to three instead of six increased the agreement to good (Kappa = .463). CONCLUSIONS Information on beer purchase frequency from the loyalty card database can be used to rank people according to their drinking frequency and to estimate beer drinking frequency with fair to good accuracy, depending on what share of grocery purchases they make from the grocery retailer in question.
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Affiliation(s)
- T Lintonen
- Finnish Foundation for Alcohol Studies, Mannerheimintie 166, Helsinki, FI-00271, Finland; Tampere University, Faculty of Social Sciences, Health Sciences, Arvo Ylpön katu 34, Tampere, FI-33014 Tampere University, Finland.
| | - L Uusitalo
- Finnish Foundation for Alcohol Studies, Mannerheimintie 166, Helsinki, FI-00271, Finland; University of Helsinki, Faculty of Agriculture and Forestry, Department of Food and Nutrition, Agnes Sjöbergin katu 2, Helsinki, FI-00014 University of Helsinki, Finland
| | - M Erkkola
- University of Helsinki, Faculty of Agriculture and Forestry, Department of Food and Nutrition, Agnes Sjöbergin katu 2, Helsinki, FI-00014 University of Helsinki, Finland
| | - O Rahkonen
- University of Helsinki, Faculty of Medicine, Department of Public Health, Tukholmankatu 8 B, Helsinki, FI-00014 University of Helsinki, Finland
| | - H Saarijärvi
- Tampere University, Faculty of Management and Business, Kalevantie 4, Tampere, FI-33014 Tampere University, Finland
| | - M Fogelholm
- University of Helsinki, Faculty of Agriculture and Forestry, Department of Food and Nutrition, Agnes Sjöbergin katu 2, Helsinki, FI-00014 University of Helsinki, Finland
| | - J Nevalainen
- Tampere University, Faculty of Social Sciences, Health Sciences, Arvo Ylpön katu 34, Tampere, FI-33014 Tampere University, Finland
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8
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Uusitalo L, Nevalainen J, Rahkonen O, Erkkola M, Saarijärvi H, Fogelholm M, Lintonen T. Alcohol purchases from a large Finnish retail chain before and after a change in alcohol legislation. Eur J Public Health 2020. [DOI: 10.1093/eurpub/ckaa166.1249] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Abstract
Background
In January 2018, the legal limit for alcoholic beverages in grocery stores changed from 4.7 to 5.5 % alcohol. The increased availability of stronger beer, cider and ready-to-drink beverages was expected to increase the total amount of 100% alcohol bought. The study aimed to examine how the change in alcohol legislation affected the purchasing of 100% alcohol from grocery stores by comparing the years 2017 and 2018.
Methods
The study data consisted of 47,066 loyalty card holders of Finland's largest retail chain, who gave their consent and provided background information by an online questionnaire. The data contained the type, volume and alcoholic content of the purchases, from which we calculated the amount of 100% alcohol bought. The mean individual alcohol purchases in the years 2017 and 2018 were compared by age, gender, level of education and household income using repeated measurements ANOVA models.
Results
There was only a small, non-significant change in the total amount of 100% alcohol between 2017 and 2018 (mean 1.9 l and 2.0 l, respectively, p = 0.220). Lower income was associated with a decrease in total 100% alcohol purchased, whereas higher income groups showed an increase. Increase in 100% alcohol bought as ready-to-drink beverages was seen in all population groups.
Conclusions
The availability of stronger alcoholic beverages in grocery stores did not result in a notable overall increase in total purchases of 100% alcohol. The increased purchases of alcohol as ready-to-drink beverages were, on the average, compensated for by decreased purchases of alcohol as other beverages. The association of income with total alcohol purchases may indicate the effect of price in consumer behavior.
Key messages
The raise in the legal limit of alcohol content raised did not result in a significant increase in the total amount of 100% alcohol bought from grocery stores. Alcohol purchased as ready-to-drink beverages increased in all population groups.
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Affiliation(s)
- L Uusitalo
- Department of Food and Nutrition, University of Helsinki, Helsinki, Finland
| | - J Nevalainen
- Faculty of Social Sciences (Health Sciences), Tampere University, Tampere, Finland
| | - O Rahkonen
- Department of Public Health, University of Helsinki, Helsinki, Finland
| | - M Erkkola
- Department of Food and Nutrition, University of Helsinki, Helsinki, Finland
| | - H Saarijärvi
- Faculty of Management and Business, Tampere University, Tampere, Finland
| | - M Fogelholm
- Department of Food and Nutrition, University of Helsinki, Helsinki, Finland
| | - T Lintonen
- The Finnish Foundation for Alcohol Studies, Helsinki, Finland
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9
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Lehto R, Ray C, Vepsäläinen H, Korkalo L, Nissinen K, Koivusilta L, Roos E, Erkkola M. Children’s food intake in relation to preschool-level facilitators and barriers of healthy nutrition. Eur J Public Health 2019. [DOI: 10.1093/eurpub/ckz185.385] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Abstract
Background
Childcare is an important setting for young children’s food consumption as, in Finland, most children eat three meals a day in childcare. Thus, it is important to recognize determinants of children’s dietary intake in childcare. The aim of this study was to examine food-related factors at preschool and manager-level and their association with children’s fruit, vegetable and fibre intake at preschool.
Methods
The study was a part of the cross-sectional DAGIS survey conducted in 2015-2016. It aimed to examine 3-6-year-old preschoolers’ energy balance-related behaviors in Finland. Preschool managers from 58 preschools filled in a questionnaire on food and nutrition related factors at preschool such as kitchen type, food policies, food education, the manager’s possibilities to impact fruit and vegetable supply and cooperation challenges with the catering service. Preschool personnel kept food record for the children (n = 585) on two preschool days. Multilevel linear and logistic regression analyses were conducted with age, gender and municipality as confounders, preschool-level factors as independent variables and children’s vegetable (g/day) and fruit (yes vs. no) consumption, and fibre intake (g/MJ) as outcome variables.
Results
Having many written food policies in the preschool was associated with higher intake of vegetables (p = 0.01) and fibre (p = 0.03) among the children. Having at least 2 out of 3 different cooperation challenges with the catering service was associated with higher intake of fibre (0.03) and lower odds of eating fruits (p = 0.01).
Conclusions
Written food policies and manager-reported challenges with the catering service were associated with children’s vegetable, fruit and fiber intake at preschool. Factors that are relatively distal from the meal situations may impact children’s food intake at preschool and should be taken into account when promoting healthy food intake at preschool, but more studies are needed.
Key messages
Written food policies and good cooperation between the preschool and catering services may be of benefit to children’s healthy food intake at preschool. The relation between preschool and manager-level factors and children’s food intake are very little studied, and thus more studies are needed before conclusions can be made.
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Affiliation(s)
- R Lehto
- Folkhälsan Research Center, Helsinki, Finland
- Department of Food and Nutrition, University of Helsinki, Helsinki, Finland
| | - C Ray
- Folkhälsan Research Center, Helsinki, Finland
| | - H Vepsäläinen
- Department of Food and Nutrition, University of Helsinki, Helsinki, Finland
| | - L Korkalo
- Department of Food and Nutrition, University of Helsinki, Helsinki, Finland
| | - K Nissinen
- School of Food and Agriculture, Seinäjoki University of Applied Sciences, Seinäjoki, Finland
| | - L Koivusilta
- Department of Social Research, University of Turku, Turku, Finland
| | - E Roos
- Folkhälsan Research Center, Helsinki, Finland
| | - M Erkkola
- Department of Food and Nutrition, University of Helsinki, Helsinki, Finland
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10
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Nevalainen J, Erkkola M, Saarijärvi H, Näppilä T, Fogelholm M. Loyalty card data in health research. Eur J Public Health 2018. [DOI: 10.1093/eurpub/cky212.481] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Affiliation(s)
| | - M Erkkola
- University of Helsinki, Helsinki, Finland
| | | | - T Näppilä
- University of Tampere, Tampere, Finland
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11
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Uusitalo L, Erkkola M, Lintonen T, Rahkonen O, Nevalainen J. What’s in a shopping basket? Alcohol and grocery purchases among Finnish loyalty-card holders. Eur J Public Health 2018. [DOI: 10.1093/eurpub/cky212.409] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Affiliation(s)
- L Uusitalo
- University of Helsinki, Helsinki, Finland
| | - M Erkkola
- University of Helsinki, Helsinki, Finland
| | - T Lintonen
- University of Tampere, The Finnish Foundation for Alcohol Studies, Tampere, Finland
| | - O Rahkonen
- University of Helsinki, Helsinki, Finland
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12
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Erkkola M, Vepsäläinen H, Ray C, Suhonen E, Lehtovirta M, Skaffari E, Sajaniemi N. Tool development: increasing preschoolers’ ability to delay gratification. Eur J Public Health 2018. [DOI: 10.1093/eurpub/cky218.056] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Affiliation(s)
- M Erkkola
- University of Helsinki, Helsinki, Finland
| | | | - C Ray
- Follkhälsan Research Centre, Helsinki, Finland
| | - E Suhonen
- University of Helsinki, Helsinki, Finland
| | - M Lehtovirta
- Institute for Molecular Medicine Finland, Helsinki, Finland
| | - E Skaffari
- University of Helsinki, Helsinki, Finland
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13
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Korkalo L, Mikkilä V, Fogelholm M, Nissinen K, Koivusilta L, Roos E, Erkkola M, Vepsäläinen H. Father-reported frequency of family meals and dietary patterns among preschoolers. Eur J Public Health 2017. [DOI: 10.1093/eurpub/ckx189.250] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Affiliation(s)
- L Korkalo
- University of Helsinki, Helsinki, Finland
| | - V Mikkilä
- University of Helsinki, Helsinki, Finland
| | | | - K Nissinen
- Seinäjoki University of Applied Sciences, Seinäjoki, Finland
| | | | - E Roos
- Folkhälsan Research Center, Helsinki, Finland
| | - M Erkkola
- University of Helsinki, Helsinki, Finland
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14
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Korpipää L, Korkalo L, Vepsäläinen H, Erkkola M. ‘Candy day’ in Finland and its association to consumption of sweets in 3- to 6-year-old children. Eur J Public Health 2017. [DOI: 10.1093/eurpub/ckx187.405] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Affiliation(s)
- L Korpipää
- University of Helsinki, Helsinki, Finland
| | - L Korkalo
- University of Helsinki, Helsinki, Finland
| | | | - M Erkkola
- University of Helsinki, Helsinki, Finland
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15
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Lehto E, Roos E, Ray C, Lehto R, Kaukonen R, Sajaniemi N, Vepsäläinen H, Erkkola M. Factors explaining maternal educational level differences in preschoolers’ intake of sugary products. Eur J Public Health 2017. [DOI: 10.1093/eurpub/ckx187.442] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Affiliation(s)
- E Lehto
- Folkhälsan Research Center, Helsinki, Finland
| | - E Roos
- Folkhälsan Research Center, Helsinki, Finland
| | - C Ray
- Folkhälsan Research Center, Helsinki, Finland
| | - R Lehto
- Folkhälsan Research Center, Helsinki, Finland
| | - R Kaukonen
- Folkhälsan Research Center, Helsinki, Finland
| | | | | | - M Erkkola
- University of Helsinki, Helsinki, Finland
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16
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Nissinen K, Korkalo L, Vepsäläinen H, Mäkiranta P, Koivusilta L, Roos E, Erkkola M. Validity of a food picture book in assessing children’s portion sizes. Eur J Public Health 2017. [DOI: 10.1093/eurpub/ckx189.252] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Affiliation(s)
- K Nissinen
- Seinäjoki University of Applied Sciences/University of Helsinki, Helsinki, Finland
| | - L Korkalo
- Seinäjoki University of Applied Sciences/University of Helsinki, Helsinki, Finland
| | | | | | | | - E Roos
- Folkhälsan Research Center, Helsinki, Finland
| | - M Erkkola
- University of Helsinki, Helsinki, Finland
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17
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Nevalainen J, Fogelholm M, Korkalo L, Mikkilä V, Ray C, Erkkola M, Vepsäläinen H. Like father, like son? Similarities in child and parental food intake. Eur J Public Health 2017. [DOI: 10.1093/eurpub/ckx187.317] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Affiliation(s)
| | | | - L Korkalo
- University of Helsinki, Helsinki, Finland
| | - V Mikkilä
- University of Tampere, Tampere, Finland
| | - C Ray
- Folkhälsan Research Center, Helsinki, Finland
| | - M Erkkola
- University of Tampere, Tampere, Finland
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18
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Nissinen K, Skaffari E, Vepsäläinen H, Lehto R, Koivusilta L, Roos E, Erkkola M, Korkalo L. Food consumption and nutrient intake during preschool hours and at home among Finnish preschoolers. Eur J Public Health 2017. [DOI: 10.1093/eurpub/ckx187.732] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Affiliation(s)
- K Nissinen
- Seinäjoki University of Applied Sciences, Seinäjoki, Finland
| | - E Skaffari
- Seinäjoki University of Applied Sciences, Seinäjoki, Finland
| | | | - R Lehto
- Folkhälsan Research Center, Helsinki, Finland
| | | | - E Roos
- Folkhälsan Research Center, Helsinki, Finland
| | - M Erkkola
- University of Helsinki, Helsinki, Finland
| | - L Korkalo
- University of Helsinki, Helsinki, Finland
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Meinilä J, Valkama A, Koivusalo SB, Rönö K, Kautiainen H, Lindström J, Stach-Lempinen B, Eriksson JG, Erkkola M. Erratum: Association between diet quality measured by the Healthy Food Intake Index and later risk of gestational diabetes—a secondary analysis of the RADIEL trial. Eur J Clin Nutr 2017; 71:913. [DOI: 10.1038/ejcn.2017.66] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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20
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Vepsäläinen H, Korkalo L, Mikkilä V, Nissinen K, Skaffari E, Lehto R, Ray C, Sajaniemi N, Roos E, Erkkola M. Dietary patterns among Finnish preschool children and their parents. Eur J Public Health 2016. [DOI: 10.1093/eurpub/ckw171.018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Affiliation(s)
- H Vepsäläinen
- Department of food and environmental sciences, Division of Nutrition, University of Helsinki, Helsinki, Finland
| | - L Korkalo
- Department of food and environmental sciences, Division of Nutrition, University of Helsinki, Helsinki, Finland
| | - V Mikkilä
- Department of food and environmental sciences, Division of Nutrition, University of Helsinki, Helsinki, Finland
| | - K Nissinen
- Seinäjoki University of Applied Sciences, Seinäjoki, Finland
| | - E Skaffari
- Department of food and environmental sciences, Division of Nutrition, University of Helsinki, Helsinki, Finland
| | - R Lehto
- Folkhälsan Research Centre, Helsinki, Finland
| | - Carola Ray
- Folkhälsan Research Centre, Helsinki, Finland
| | - N Sajaniemi
- Department of Teacher Education, University of Helsinki, Helsinki, Finland
| | - E Roos
- Folkhälsan Research Centre, Helsinki, Finland
| | - M Erkkola
- Department of food and environmental sciences, Division of Nutrition, University of Helsinki, Helsinki, Finland
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21
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Ray C, Määttä S, Lehto R, Kaukonen R, Sajaniemi N, Erkkola M, Roos E. Developing an intervention to diminish socioeconomic differences in health behaviors in preschool. Eur J Public Health 2016. [DOI: 10.1093/eurpub/ckw174.195] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Affiliation(s)
- C Ray
- Folkhälsan Research Center, Helsinki, Finland
| | - S Määttä
- Folkhälsan Research Center, Helsinki, Finland
| | - R Lehto
- Folkhälsan Research Center, Helsinki, Finland
| | - R Kaukonen
- Folkhälsan Research Center, Helsinki, Finland
| | - N Sajaniemi
- Division of Early Education, University of Helsinki, Helsinki, Finland
| | - M Erkkola
- Department of Food and Environmental Sciences, University of Helsinki, Helsinki, Finland
| | - E Roos
- Folkhälsan Research Center, Helsinki, Finland
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22
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Erkkola M, Saloheimo T, Hauta-alus H, Kukkonen AK, Virta S, Kronberg-Kippilä C, Vaara E, Pelkonen AS, Fogelholm M, Mäkelä MJ. Burden of allergy diets in Finnish day care reduced by change in practices. Allergy 2016; 71:1453-60. [PMID: 27117067 DOI: 10.1111/all.12902] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/01/2016] [Indexed: 10/21/2022]
Abstract
BACKGROUND Nonessential allergy diets in children with mild symptoms may harm the development of immunological tolerance and impose a burden on families and day care. We aimed to reduce the high prevalence of allergy diets in day care by reforming the practices for inquiring about need of special diets from parents. METHODS We developed a new special diet form and an information leaflet based on the new allergy guidelines. The new form was implemented into 40 Finnish day care centres in the capital region in 2013-2015. The questionnaires on practices concerning special diets in day care centres and allergy knowledge were collected from the personnel. RESULTS After 2 years, the new special diet form was used by 64% of families with food-allergic children, and the prevalence of allergy diets in day care centres decreased by 43% to 4.3% (IQ range 3.05-5.96). A significant decrease was found in the prevalence of all basic (milk, grains, egg) and most other allergy diets (P for trend < 0.01). The new practice was well accepted by day care and kitchen personnel. Lack of updated allergy knowledge was noted among day care personnel. CONCLUSIONS The burden of allergy diets in day care settings could be decreased by simple pragmatic changes based on current allergy guidelines. Old allergy attitudes persisted among day care personnel, indicating the need for continuous education.
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Affiliation(s)
- M. Erkkola
- Division of Nutrition; Department of Food and Environmental Sciences; University of Helsinki; Helsinki Finland
| | - T. Saloheimo
- Division of Nutrition; Department of Food and Environmental Sciences; University of Helsinki; Helsinki Finland
| | - H. Hauta-alus
- Division of Nutrition; Department of Food and Environmental Sciences; University of Helsinki; Helsinki Finland
| | - A. K. Kukkonen
- Skin and Allergy Hospital; University of Helsinki and Helsinki University Hospital; Helsinki Finland
| | - S. Virta
- Division of Nutrition; Department of Food and Environmental Sciences; University of Helsinki; Helsinki Finland
| | - C. Kronberg-Kippilä
- Division of Nutrition; Department of Food and Environmental Sciences; University of Helsinki; Helsinki Finland
| | - E. Vaara
- Division of Nutrition; Department of Food and Environmental Sciences; University of Helsinki; Helsinki Finland
| | - A. S. Pelkonen
- Skin and Allergy Hospital; University of Helsinki and Helsinki University Hospital; Helsinki Finland
| | - M. Fogelholm
- Division of Nutrition; Department of Food and Environmental Sciences; University of Helsinki; Helsinki Finland
| | - M. J. Mäkelä
- Skin and Allergy Hospital; University of Helsinki and Helsinki University Hospital; Helsinki Finland
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23
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Saloheimo T, González SA, Erkkola M, Milauskas DM, Meisel JD, Champagne CM, Tudor-Locke C, Sarmiento O, Katzmarzyk PT, Fogelholm M. The reliability and validity of a short food frequency questionnaire among 9-11-year olds: a multinational study on three middle-income and high-income countries. Int J Obes Suppl 2015; 5:S22-8. [PMID: 27152180 PMCID: PMC4850616 DOI: 10.1038/ijosup.2015.15] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
OBJECTIVE The main aim of this study was to assess the reliability and validity of a food frequency questionnaire with 23 food groups (I-FFQ) among a sample of 9-11-year-old children from three different countries that differ on economical development and income distribution, and to assess differences between country sites. Furthermore, we assessed factors associated with I-FFQ's performance. METHODS This was an ancillary study of the International Study of Childhood Obesity, Lifestyle and the Environment. Reliability (n=321) and validity (n=282) components of this study had the same participants. Participation rates were 95% and 70%, respectively. Participants completed two I-FFQs with a mean interval of 4.9 weeks to assess reliability. A 3-day pre-coded food diary (PFD) was used as the reference method in the validity analyses. Wilcoxon signed-rank tests, intraclass correlation coefficients and cross-classifications were used to assess the reliability of I-FFQ. Spearman correlation coefficients, percentage difference and cross-classifications were used to assess the validity of I-FFQ. A logistic regression model was used to assess the relation of selected variables with the estimate of validity. Analyses based on information in the PFDs were performed to assess how participants interpreted food groups. RESULTS Reliability correlation coefficients ranged from 0.37 to 0.78 and gross misclassification for all food groups was <5%. Validity correlation coefficients were below 0.5 for 22/23 food groups, and they differed among country sites. For validity, gross misclassification was <5% for 22/23 food groups. Over- or underestimation did not appear for 19/23 food groups. Logistic regression showed that country of participation and parental education were associated (P⩽0.05) with the validity of I-FFQ. Analyses of children's interpretation of food groups suggested that the meaning of most food groups was understood by the children. CONCLUSION I-FFQ is a moderately reliable method and its validity ranged from low to moderate, depending on food group and country site.
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Affiliation(s)
- T Saloheimo
- Department of Food and Environmental Sciences, University of Helsinki, Helsinki, Finland
| | - S A González
- School of Medicine, Universidad de los Andes, Bogotá, Colombia
| | - M Erkkola
- Department of Food and Environmental Sciences, University of Helsinki, Helsinki, Finland
| | - D M Milauskas
- Pennington Biomedical Research Center, Louisiana State University System, Baton Rouge, USA
| | - J D Meisel
- Department of Industrial Engineering, Faculty of Engineering, Universidad de los Andes, CeiBA Complex Systems Research Center, Bogotá, Colombia
| | - C M Champagne
- Pennington Biomedical Research Center, Louisiana State University System, Baton Rouge, USA
| | - C Tudor-Locke
- Pennington Biomedical Research Center, Louisiana State University System, Baton Rouge, USA
- Department of Kinesiology, University of Massachusetts Amherst, Amherst, USA
| | - O Sarmiento
- School of Medicine, Universidad de los Andes, Bogotá, Colombia
| | - P T Katzmarzyk
- Pennington Biomedical Research Center, Louisiana State University System, Baton Rouge, USA
| | - M Fogelholm
- Department of Food and Environmental Sciences, University of Helsinki, Helsinki, Finland
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Nwaru BI, Craig LCA, Allan K, Prabhu N, Turner SW, McNeill G, Erkkola M, Seaton A, Devereux G. Breastfeeding and introduction of complementary foods during infancy in relation to the risk of asthma and atopic diseases up to 10 years. Clin Exp Allergy 2014; 43:1263-73. [PMID: 24152159 DOI: 10.1111/cea.12180] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2013] [Revised: 07/04/2013] [Accepted: 07/18/2013] [Indexed: 01/22/2023]
Abstract
BACKGROUND It has been hypothesized that changes in diet during early life may have contributed to the increase in childhood asthma and atopy. The long-term effect of the timing and content of infant feeding on the incidence of asthma and atopic diseases in children is unclear. OBJECTIVE To investigate the associations between duration of breastfeeding and the timing of introduction of complementary foods during the first 6 months and parental-reported asthma, wheeze and atopic eczema up to 10 years of age. METHODS Infant feeding practices (breastfeeding and introduction of complementary foods) of 1924 singleton children participating in the Study of Eczema and Asthma To Observe the influence of Nutrition (SEATON) birth cohort were prospectively collected up to 6 months with outcomes (wheeze, atopic eczema and asthma) being assessed at 1, 2, 5 and 10 years. Data were analysed using generalized estimating equations and discrete hazards models with adjustment for confounders. RESULTS By 6 months, 59% and 35% of mothers had stopped exclusive and total breastfeeding, respectively. Although formula feeding was adversely associated with wheeze in the past 12 months (adjusted OR for no formula feeding: 070, 95% CI 0.50-0.97), and the introduction of biscuits/bread after 5 months of age adversely associated with atopic eczema (adjusted OR 1.34, 95% CI 1.06-1.69), these results lost their statistical significance after adjustment for multiple testing. Stratification of the results by the presence of eczema by 6 months of age and family atopic history did not substantially differ from the results of the whole study population. CONCLUSION AND CLINICAL RELEVANCE Our results suggest that the nature of infant feeding during the first 6 months seems not to substantially influence the long-term risk of asthma and atopic diseases in children, nor in children at high risk of atopic disease because of a family history of atopic disease.
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Affiliation(s)
- B I Nwaru
- School of Health Sciences, University of Tampere, Tampere, Finland
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25
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Kanerva N, Erkkola M, Nevalainen J, Männistö S. Random forest analysis in identifying the importance of obesity risk factors. Eur J Public Health 2013. [DOI: 10.1093/eurpub/ckt124.042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
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26
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Nwaru BI, Takkinen HM, Niemelä O, Kaila M, Erkkola M, Ahonen S, Tuomi H, Haapala AM, Kenward MG, Pekkanen J, Lahesmaa R, Kere J, Simell O, Veijola R, Ilonen J, Hyöty H, Knip M, Virtanen SM. Introduction of complementary foods in infancy and atopic sensitization at the age of 5 years: timing and food diversity in a Finnish birth cohort. Allergy 2013; 68:507-16. [PMID: 23510377 DOI: 10.1111/all.12118] [Citation(s) in RCA: 56] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/19/2012] [Indexed: 01/23/2023]
Abstract
OBJECTIVE To study the associations between timing and diversity of introduction of complementary foods during infancy and atopic sensitization in 5-year-old children. METHODS In the Finnish DIPP (type 1 diabetes prediction and prevention) birth cohort (n = 3781), data on the timing of infant feeding were collected up to the age of 2 years and serum IgE antibodies toward four food and four inhalant allergens measured at the age of 5 years. Logistic regression was used for the analyses. RESULTS Median duration of exclusive and total breastfeeding was 1.4 (interquartile range: 0.2-3.5) and 7.0 (4.0-11.0) months, respectively. When all the foods were studied together and adjusted for confounders, short duration of breastfeeding decreased the risk of sensitization to birch allergen; introduction of oats <5.1 months and barley <5.5 months decreased the risk of sensitization to wheat and egg allergens, and oats additionally associated with milk, timothy grass, and birch allergens. Introduction of rye <7.0 months decreased the risk of sensitization to birch allergen. Introduction of fish <6 months and egg ≤11 months decreased the risk of sensitization to all the specific allergens studied. The introduction of <3 food items at 3 months was associated with sensitization to wheat, timothy grass, and birch allergens; the introduction of 1-2 food items at 4 months and ≤4 food items at 6 months was associated with all endpoints, but house dust mite. These results were particularly evident among high-risk children when the results were stratified by atopic history, indicating the potential for reverse causality. CONCLUSIONS The introduction of complementary foods was consecutively done, and with respect to the timing of each food, early introduction of complementary foods may protect against atopic sensitization in childhood, particularly among high-risk children. Less food diversity as already at 3 months of age may increase the risk of atopic sensitization.
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Affiliation(s)
- B. I. Nwaru
- School of Health Sciences; University of Tampere; Tampere; Finland
| | - H.-M. Takkinen
- School of Health Sciences; University of Tampere; Tampere; Finland
| | - O. Niemelä
- Department of Laboratory Medicine and Medical Research Unit; Seinäjoki Central Hospital and University of Tampere; Tampere; Finland
| | | | - M. Erkkola
- Division of Nutrition; Department of Food and Environmental Sciences; University of Helsinki; Finland
| | | | - H. Tuomi
- Department of Laboratory Medicine and Medical Research Unit; Seinäjoki Central Hospital and University of Tampere; Tampere; Finland
| | - A.-M. Haapala
- Center for Laboratory Medicine; Pirkanmaa Hospital District; Finland
| | - M. G. Kenward
- Faculty of Epidemiology and Population Health; London School of Hygiene & Tropical Medicine; London; UK
| | | | - R. Lahesmaa
- Turku Centre for Biotechnology; University of Turku; Finland
| | | | - O. Simell
- Department of Pediatrics; University of Turku; Finland
| | - R. Veijola
- Department of Pediatrics; University of Oulu; Finland
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Virtanen SM, Takkinen HM, Nevalainen J, Kronberg-Kippilä C, Salmenhaara M, Uusitalo L, Kenward MG, Erkkola M, Veijola R, Simell O, Ilonen J, Knip M. Early introduction of root vegetables in infancy associated with advanced ß-cell autoimmunity in young children with human leukocyte antigen-conferred susceptibility to Type 1 diabetes. Diabet Med 2011; 28:965-71. [PMID: 21418094 DOI: 10.1111/j.1464-5491.2011.03294.x] [Citation(s) in RCA: 42] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
AIMS Early introduction of supplementary foods has been implicated to play a role in the development of ß-cell autoimmunity. We set out to study the effects of breastfeeding and age at introduction of supplementary foods on the development of ß-cell autoimmunity. METHODS A prospective birth cohort of 6069 infants with HLA-DQB-conferred susceptibility to Type 1 diabetes was recruited between 1996 and 2004. Antibodies against islet cells, insulin, glutamate dehydroxylase and islet antigen 2 were measured at 3- to 12-month intervals. The families recorded at home the age at introduction of new foods and, for each visit, completed a structured dietary questionnaire. The endpoint was repeated positivity for islet cell antibodies plus at least one other antibody and/or clinical Type 1 diabetes (n = 265). RESULTS Early introduction of root vegetables (by the age of 4 months) was related to increased risk of developing positivity for the endpoint [hazard ratio (95% CI) for the earliest third 1.75 (1.11-2.75) and for the middle third 1.79 (1.22-2.62) compared with the last third (> 4 months), likelihood ratio test P = 0.006], independently of the introduction of other foods and of several putative socio-demographic and perinatal confounding factors. Introducing wheat, rye, oats and/or barley cereals (P = 0.013) and egg (P = 0.031) early was related to an increased risk of the endpoint, but only during the first 3 years of life. CONCLUSIONS Early introduction of root vegetables during infancy is independently associated with increased risk of ß-cell autoimmunity among Finnish children with increased genetic susceptibility to Type 1 diabetes.
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Affiliation(s)
- S M Virtanen
- Department of Lifestyle and Participation, Nutrition Unit, National Institute for Health and Welfare, Helsinki, Finland.
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Erkkola M, Nwaru BI, Viljakainen HT. Maternal vitamin D during pregnancy and its relation to immune-mediated diseases in the offspring. Vitam Horm 2011; 86:239-60. [PMID: 21419274 DOI: 10.1016/b978-0-12-386960-9.00010-1] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Vitamin D deficiency during pregnancy is fairly common in many parts of the world. However, currently there is no consensus on the optimal vitamin D intake during pregnancy. Vitamin D is known to be of great importance for the homeostatic functions within the immune system. Maternal vitamin D status during pregnancy may therefore affect the developing immune system of the fetus, thus contributing to the later development of immune-mediated diseases. This chapter introduces the basics of vitamin D during pregnancy and discusses the role of maternal vitamin D intake in the development of asthma, allergic diseases, autoimmune diseases, cancer, and infections in the offspring. So far, the strongest observational evidence underlines the potential of maternal vitamin D intake during pregnancy to influence the likelihood of asthma and allergic outcomes in the offspring. Somewhat conflicting findings imply that there might be critical time windows of exposure to adequate vitamin D levels during pregnancy. More research is needed in order to fully understand the contribution of maternal vitamin D status during pregnancy to the progress of immune-mediated diseases.
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Affiliation(s)
- M Erkkola
- Division of Nutrition, Department of Food and Environmental Sciences, University of Helsinki, Helsinki, Finland
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29
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Virtanen SM, Bärlund S, Salonen M, Savilahti E, Reunanen A, Paronen J, Hämäläinen AM, Ilonen J, Teramo K, Erkkola M, Ormisson A, Einberg Ü, Riikjärv MA, Ludvigsson JG, Knip M, Åkerblom HK. Feasibility and compliance in a nutritional primary prevention trial in infants at increased risk for type 1 diabetes. Acta Paediatr 2011; 100:557-64. [PMID: 21114527 DOI: 10.1111/j.1651-2227.2010.02107.x] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
AIM The international Trial to Reduce IDDM in the Genetically at Risk (TRIGR) was launched to determine whether weaning to a highly hydrolysed formula in infancy reduces the incidence of type 1 diabetes in children at increased genetic disease susceptibility. We describe here the findings on feasibility and compliance from the pilot study. METHODS The protocol was tested in 240 children. The diet of the participating children was assessed by self-administered dietary forms, a structured questionnaire and a food record. Blood samples were taken and weight and height measured at birth and at 3, 6, 9, 12, 18 and 24 months. RESULTS A majority of the subjects (84%) were exposed to the study formula at least for 2 months. Linear growth or weight gain over the first 2 years of life was similar in the two study groups. The levels of IgA and IgG antibodies to cow's milk and casein were higher in the cow's milk-based formula group than in the hydrolysed formula group during the intervention period (p<0.05), reflecting the difference in the intake of cow's milk protein. CONCLUSION This randomized trial on infant feeding turned out to be feasible, and dietary compliance was acceptable. Valuable experience was gained for the planning and sample size estimation of the study proper.
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Affiliation(s)
- S M Virtanen
- Nutrition Unit, National Institute for Health and Welfare, Helsinki, Finland
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30
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Erkkola M, Kaila M, Nwaru BI, Kronberg-Kippilä C, Ahonen S, Nevalainen J, Veijola R, Pekkanen J, Ilonen J, Simell O, Knip M, Virtanen SM. Maternal vitamin D intake during pregnancy is inversely associated with asthma and allergic rhinitis in 5-year-old children. Clin Exp Allergy 2009; 39:875-82. [PMID: 19522996 DOI: 10.1111/j.1365-2222.2009.03234.x] [Citation(s) in RCA: 306] [Impact Index Per Article: 20.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
Abstract
BACKGROUND Vitamin D is known to have a number of immunological effects and it may play a role in preventing allergic diseases. Objectives To study the effect of maternal intake of vitamin D during pregnancy on the emergence of asthma, allergic rhinitis (AR), and atopic eczema by the age of 5 years in children with HLA-DQB1-conferred susceptibility for type 1 diabetes. METHODS Children (1669) participating in the population-based birth cohort study were followed for asthma, AR, and atopic eczema assessed by validated questionnaire at 5 years. Maternal diet was assessed by a food-frequency questionnaire. RESULTS The mean maternal intake of vitamin D was 5.1 (SD 2.6) microg from food and 1.4 (2.6) microg from supplements. Only 32% of the women were taking vitamin D supplements. When adjusted for potential confounders, maternal intake of vitamin D from food was negatively related to risk of asthma [hazard ratio (HR) 0.80; 95% confidence interval (CI) 0.64-0.99] and AR [HR 0.85; 95% CI 0.75-0.97]. Vitamin D supplements alone were not associated with any outcome. Adjustment for maternal intake of other dietary factors did not change the results. CONCLUSION Maternal vitamin D intake from foods during pregnancy may be negatively associated with risk of asthma and AR in childhood.
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Affiliation(s)
- M Erkkola
- Division of Nutrition, Department of Applied Chemistry and Microbiology, University of Helsinki, Helsinki, Finland.
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Virtanen SM, Kenward MG, Erkkola M, Kautiainen S, Kronberg-Kippilä C, Hakulinen T, Ahonen S, Uusitalo L, Niinistö S, Veijola R, Simell O, Ilonen J, Knip M. Age at introduction of new foods and advanced beta cell autoimmunity in young children with HLA-conferred susceptibility to type 1 diabetes. Diabetologia 2006; 49:1512-21. [PMID: 16596359 DOI: 10.1007/s00125-006-0236-1] [Citation(s) in RCA: 104] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/11/2005] [Accepted: 02/14/2006] [Indexed: 12/24/2022]
Abstract
AIMS/HYPOTHESIS Evidence for the role of infant feeding in the development of beta cell autoimmunity is inconsistent. We set out to study the effects of breastfeeding and of age at introduction of supplementary foods on the development of beta cell autoimmunity. SUBJECTS AND METHODS A prospective birth cohort of 3,565 infants with HLA-DQB1-conferred susceptibility to type 1 diabetes was recruited between 1996 and 2001 from two university hospital areas in Finland. Blood samples were collected at 3- to 12-month intervals to measure antibodies against islet cells, insulin, glutamate dehydroxylase and islet antigen 2. The families kept a record on the age at introduction of new foods, and for each visit completed a structured dietary questionnaire. The endpoint was repeated positivity for islet cell antibodies together with at least one of the other three antibodies. RESULTS The overall or exclusive duration of breastfeeding was not associated with the risk of developing the endpoint. An early age at introduction of fruits and berries (< or =4 months) was related to increased risk of developing positivity for the endpoint (hazard ratio [95% CI] for earliest tertile 2.02 [1.03-3.95] and for midtertile 1.97 [1.06-3.64] compared with latest tertile >4 months). Also, introducing roots between 3 and 3.9 months (midtertile) was related to increased risk of the endpoint (hazard ratio [95% CI] for the earliest tertile 1.04 [0.57-1.90] and for midtertile 1.82 [1.19-2.79] compared with latest tertile). These associations were independent of several putative socio-demographic and perinatal confounding factors. CONCLUSIONS/INTERPRETATION Our findings suggest that an early age at introduction of fruits and berries and roots associates independently with beta cell autoimmunity, contradicting earlier findings from smaller birth cohort studies.
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Affiliation(s)
- S M Virtanen
- Department of Health Promotion and Chronic Disease Prevention, National Public Health Institute, Mannerheimintie 166, 00300, Helsinki, Finland.
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Räsänen M, Kronberg-Kippilä C, Ahonen S, Uusitalo L, Kautiainen S, Erkkola M, Veijola R, Knip M, Kaila M, Virtanen SM. Intake of vitamin D by Finnish children aged 3 months to 3 years in relation to sociodemographic factors. Eur J Clin Nutr 2006; 60:1317-22. [PMID: 16775583 DOI: 10.1038/sj.ejcn.1602459] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
OBJECTIVE To study the total daily intake of vitamin D from food and supplements among Finnish children aged 3 months to 3 years, the dietary sources of vitamin D and the association between vitamin D intake and sociodemographic factors. SUBJECTS AND METHODS The subjects are participants in the Finnish Type I Diabetes Prediction and Prevention Nutrition Study born between October 1997 and October 1998. At the age of 3 and 6 months, 1, 2 and 3 years, 342 (72% of the invited families), 298 (63%), 267 (56%), 233 (49%) and 209 (44%) families, respectively, participated in the present study. Food consumption was assessed by a 3-day food record. A structured questionnaire was used to record the parents' socioeconomic status. RESULTS The mean dietary vitamin D intake exceeded the recommendation (10 microg/day) at the age of 3 (11.0 microg) and 6 months (12.0 microg), but decreased thereafter being 9.8, 5.0 and 4.1 microg at 1, 2 and 3 years of age, respectively. Among the children 91, 91, 81, 42 and 26% used vitamin D supplements at the age of 3 and 6 months, and 1, 2 and 3 years, respectively. In children not using vitamin D supplements, vitamin D intake was less than 10 microg/day at all ages. Vitamin D intake from food did not differ in children who used and did not use vitamin D supplements. Vitamin D supplements were the main source of vitamin D intake in all age groups studied, followed by vitamin D-fortified infant formula in 3-month-olds and infant formula and baby foods in 6-month-olds. After the age of 1 year, the most important food sources of vitamin D were margarine, fish, baby foods, low-fat milk and eggs. Sociodemographic factors, especially the number of children in the family and maternal age, were associated with the total vitamin D intake and vitamin D supplement use. CONCLUSION Vitamin D supplements are not used according to the dietary recommendations in a substantial proportion of Finnish children.
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Affiliation(s)
- M Räsänen
- Tampere School of Public Health, University of Tampere, Finland
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Erkkola M, Pigg HM, Virta-Autio P, Hekkala A, Hyppönen E, Knip M, Virtanen SM. Infant feeding patterns in the Finnish type I diabetes prediction and prevention nutrition study cohort. Eur J Clin Nutr 2004; 59:107-13. [PMID: 15354198 DOI: 10.1038/sj.ejcn.1602045] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
OBJECTIVE To investigate infant feeding patterns during the first 2 y and their relation to sociodemographic factors. DESIGN A population-based cohort study. SETTING Oulu and Tampere University Hospital district areas 1996-1999, Finland. SUBJECTS AND METHODS All newborn infants (n=675) with increased genetic risk for type I diabetes were invited to the study in 1996-1997. Of these, 429 (64%) completed the dietary follow-up form by the time they reached 2 y of age. RESULTS The median duration of exclusive breastfeeding (BF) was 1.8 months (range 0-6 months) and that of total BF 7.0 months (0.3-25 months). Among the infants 20% were exclusively breastfed at least 4 months (recommendation 4-6 months). Infants were introduced to infant formula at the median age of 1.8 months (range 0-25 months) and other supplementary foods at the median age of 3.5 months (1-6 months). Infant's ponderal index at birth was inversely associated with the duration of total BF. The age of introduction of supplementary foods correlated positively with the duration of total BF. Longer parental education and increased maternal age were associated with a longer duration of BF and older age at introduction of supplementary foods. Infant formula and other supplementary foods were added earlier to the diet of the boys than that of the girls. CONCLUSION Duration of breastfeeding in Finland is shorter than recommended. Compliance with the current recommendations on the timing of introduction of first supplementary food and dairy products is relatively poor. The diet during infancy seems to be conspicuously influenced by the duration of parental education, maternal age and the sex of the infant.
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Affiliation(s)
- M Erkkola
- Tampere School of Public Health, University of Tampere, Tampere, Finland
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Erkkola M, Karppinen M, Knip M, Virtanen S. [Nutrition during pregnancy--do recommendations and practice meet?]. Duodecim 2002; 117:149-55. [PMID: 12092365] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 02/25/2023]
Affiliation(s)
- M Erkkola
- HUS:n lasten ja nuorten sairaala ja Tampereen yliopiston terveystieteen laitos 33014 Tampereen yliopisto.
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Erkkola M, Karppinen M, Javanainen J, Räsänen L, Knip M, Virtanen SM. Validity and reproducibility of a food frequency questionnaire for pregnant Finnish women. Am J Epidemiol 2001; 154:466-76. [PMID: 11532789 DOI: 10.1093/aje/154.5.466] [Citation(s) in RCA: 179] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
The authors developed a self-administered 181-item food frequency questionnaire (FFQ) to assess dietary intake during pregnancy for Finnish women from August 1995 to July 1996. In the validation study (n = 113), the data that were collected by using two 5-day food records completed during the eighth month of pregnancy were compared with FFQ data. The intake of foods and nutrients was higher as determined by FFQ than that assessed using food records. Pearson correlation coefficients for nutrients, after adjustment for energy, ranged from 0.19 (vitamin E) to 0.70 (thiamin) and, for foods, from 0.03 (high-fat milk) to 0.84 (low-fat milk). Energy adjustment improved the correlations for nutrients. Correction for attenuation improved correlations for both foods and nutrients. On average, 70% of the foods and 69% of the nutrients fell into the same or adjacent quintiles, according to the FFQ and the food record. In the reproducibility study, 111 women completed the FFQs twice at a 1-month interval. The intraclass correlation coefficients for nutrients ranged from 0.42 (ethanol) to 0.72 (sucrose, riboflavin, and calcium), and for foods, they ranged from 0.44 (ice cream) to 0.91 (coffee). The authors conclude that the FFQ has an acceptable reproducibility and represents a useful tool for categorizing pregnant women according to their dietary intake.
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Affiliation(s)
- M Erkkola
- Tampere School of Public Health, University of Tampere, Tampere, Finland
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Kimpimäki T, Erkkola M, Korhonen S, Kupila A, Virtanen SM, Ilonen J, Simell O, Knip M. Short-term exclusive breastfeeding predisposes young children with increased genetic risk of Type I diabetes to progressive beta-cell autoimmunity. Diabetologia 2001; 44:63-9. [PMID: 11206413 DOI: 10.1007/s001250051581] [Citation(s) in RCA: 83] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
AIMS/HYPOTHESIS This study aimed to establish the relation between early infant nutrition and signs of beta-cell autoimmunity in young children. METHODS We identified and observed from birth 2949 infants with increased genetic risk of Type I (insulin-dependent) diabetes mellitus (HLA DQB1*02/ *0302 or DQB1*0302/x, x = other than *02, *0301 or *0602) and monitored them for islet cell antibodies at 3 to 6 month intervals. If an infant seroconverted to islet cell antibody positivity, all of his or her samples were also analysed for autoantibodies to insulin, GAD65 (GADA) and to the protein tyrosine phosphatase related IA-2 molecule (IA-2A). Our case-control study comprises the first 65 children who seroconverted to islet cell antibody positivity before the age of 4 years and 390 control children who were islet cell antibody-negative (six control children/ case). We monitored the duration of exclusive and total breastfeeding and the age at which cows' milk was introduced. RESULTS Infants who had been breastfed exclusively for at least 4 months had lower risk of seroconversion to positivity for IA-2A or all four autoantibodies [odds ratio (OR) 0.24; 95 % CI 0.06-0.94 and OR 0.17; 95 % CI 0.03-0.86, respectively] than those infants who had been breastfed exclusively for less than 2 months. The risk of seroconversion to positivity for IA-2A or all four autoantibodies was higher in those younger than 2 months (OR 4.37; 95 % CI 1.33-14.42 and OR 5.02; 95 % CI 1.27-19.89) or aged 2 to 3.9 months (OR 5.50; 95 % CI 1.21-25.04 and 6.19; 95% CI 1.10-34.84) when they first received cows' milk than in those aged 4 months or older. CONCLUSIONS/INTERPRETATION These observations suggest that short-term breastfeeding and the early introduction of cows' milk-based infant formula predispose young children who are genetically susceptible to Type I diabetes to progressive signs of beta-cell autoimmunity.
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Affiliation(s)
- T Kimpimäki
- Department of Pediatrics, Tampere University Hospital, Finland
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Abstract
OBJECTIVE To evaluate dietary habits and nutrient intake of Finnish pregnant women, to relate these to the use of dietary supplements, and to explore possible dietary variations according to age and education. DESIGN A random dietary survey using two five day estimated food records. SETTING Pregnant women from 13 maternity clinics in the city of Oulu, Finland. SUBJECTS One hundred and eighteen pregnant women in their third trimester. MAIN RESULTS The main sources of energy were cereal products and milk products. The consumption of fish and poultry was low. Women with a higher educational level consumed more vegetables, fruit, fruit juices, and tea and less sausages, inner organs and coffee than women with a lower educational level. Younger women (< 25 y) consumed more sugar and pork and less berries, butter and inner organs than older women. On average 15% of the total energy was supplied by protein, 33% by fats, 52% by carbohydrates, and 12% by sucrose. Compared to the Nordic nutrition recommendations, the proportion of polyunsaturated fatty acids and the intake of dietary fibre were low and the intake of sugar high. The intakes of vitamins and minerals met or exceeded the recommended allowances, except for vitamin D, folate, and iron. Of the subjects 70% used dietary supplements. With the exception of vitamin D, folate, and iron, both the supplement users and non-users had an adequate nutrient intake from their diet. CONCLUSIONS A balanced diet covers the increased nutrient requirements during pregnancy, with the exception for vitamin D, folate, and iron. The use of dietary supplements during pregnancy is excessive and partly focused on the wrong nutrients. Young and less educated, and smoking pregnant women need more nutritional guidance.
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Affiliation(s)
- M Erkkola
- School of Public Health, Unit of Epidemiology, University of Tampere, Finland
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