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Rahkola J, Lehtimäki AV, Abdollahi AM, Merikanto I, Vepsäläinen H, Björkqvist J, Roos E, Erkkola M, Lehto R. Association of the timing of evening eating with BMI Z-score and waist-to-height ratio among preschool-aged children in Finland. Br J Nutr 2024; 131:911-920. [PMID: 37905570 DOI: 10.1017/s0007114523002350] [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] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2023]
Abstract
Later timing of eating has been associated with higher adiposity among adults and children in several studies, but not all. Moreover, studies in younger children are scarce. Hence, this study investigated the associations of the timing of evening eating with BMI Z-score and waist-to-height ratio (WHtR), and whether these associations were moderated by chronotype among 627 preschoolers (3-6-year-olds) from the cross-sectional DAGIS survey in Finland. Food intake was measured with 3-d food records, and sleep was measured with hip-worn actigraphy. Three variables were formed to describe the timing of evening eating: (1) clock time of the last eating occasion (EO); (2) time between the last EO and sleep onset; and (3) percentage of total daily energy intake (%TDEI) consumed 2 h before sleep onset or later. Chronotype was assessed as a sleep debt-corrected midpoint of sleep on the weekend (actigraphy data). The data were analysed with adjusted linear mixed effects models. After adjusting for several confounders, the last EO occurring closer to sleep onset (estimate = -0·006, 95 % CI (-0·010, -0·001)) and higher %TDEI consumed before sleep onset (estimate = 0·0004, 95 % CI (0·00003, 0·0007)) were associated with higher WHtR. No associations with BMI Z-score were found after adjustments. Clock time of the last EO was not significantly associated with the outcomes, and no interactions with chronotype emerged. The results highlight the importance of studying the timing of eating relative to sleep timing instead of only as clock time.
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Affiliation(s)
- Jenna Rahkola
- Folkhälsan Research Center, Topeliuksenkatu 20, Helsinki, 00250, Finland
| | | | - Anna M Abdollahi
- University of Helsinki, Department of Food and Nutrition, Helsinki, Finland
| | - Ilona Merikanto
- University of Helsinki, Faculty of Medicine, Helsinki, Finland
- Finnish Institute for Health and Welfare, Department of Public Health and Welfare, Helsinki, Finland
- Orton Orthopedics Hospital, Helsinki, Finland
| | - Henna Vepsäläinen
- University of Helsinki, Department of Food and Nutrition, Helsinki, Finland
| | - Josefine Björkqvist
- Folkhälsan Research Center, Topeliuksenkatu 20, Helsinki, 00250, Finland
- University of Aberdeen, Institute of Applied Health Sciences, Aberdeen, UK
| | - Eva Roos
- Folkhälsan Research Center, Topeliuksenkatu 20, Helsinki, 00250, Finland
- Uppsala University, Department of Food Studies, Nutrition and Dietetics, Uppsala, Sweden
- University of Helsinki, Department of Public Health, Helsinki, Finland
| | - Maijaliisa Erkkola
- University of Helsinki, Department of Food and Nutrition, Helsinki, Finland
| | - Reetta Lehto
- Folkhälsan Research Center, Topeliuksenkatu 20, Helsinki, 00250, Finland
- University of Helsinki, Department of Food and Nutrition, Helsinki, Finland
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Vepsäläinen H, Korkalo L, Skaffari E, Abdollahi AM, Pajulahti R, Lehto R, Engberg E, Leppänen MH, Lehto E, Ray C, Roos E, Erkkola M. How energy balance-related behaviours, temperament, stress and overweight associate: a cross-sectional study of Finnish preschoolers. Public Health Nutr 2024; 27:e93. [PMID: 38433593 DOI: 10.1017/s1368980024000612] [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] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/05/2024]
Abstract
OBJECTIVE This study aimed to (1) examine the clustering of energy balance-related behaviours (EBRB) and (2) investigate whether EBRB clusters, temperament and hair cortisol concentration (HCC) associate with overweight. DESIGN We assessed food consumption using food records, screen time (ST) using sedentary behaviour diaries, sleep consistency and temperament (negative affectivity, surgency, effortful control) using questionnaires and HCC using hair samples. Accelerometers were used to assess physical activity (PA) intensities, sleep duration and sleep efficiency. Researchers measured each child's weight and height. We used finite mixture models to identify EBRB clusters and multilevel logistic regression models to examine the associations between EBRB clusters, temperament, HCC and overweight. SETTING The cross-sectional DAGIS survey, data collected in 2015-2016. PARTICIPANTS Finnish 3-6-year-olds (n 864) recruited through preschools. RESULTS One-third of the participants were categorised into the cluster labelled 'Unhealthy diet, excessive screen time', characterised by unhealthy dietary choices (e.g. greater consumption of high-fat, high-sugar dairy products) and longer ST. Two-thirds were categorised into the second cluster, labelled 'Healthy diet, moderate screen time'. PA and sleep were irrelevant for clustering. Higher negative affectivity and lower effortful control associated with the 'Unhealthy diet, excessive screen time' cluster. EBRB clusters and HCC did not associate with overweight, but surgency was positively associated with overweight (OR = 1·63, 95 % CI 1·17, 2·25). CONCLUSIONS Of the EBRB, food consumption and ST seem to associate. As temperament associates with EBRB clusters and overweight, tailored support acknowledging the child's temperament could be profitable in maintaining a healthy weight.
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Affiliation(s)
- Henna Vepsäläinen
- Department of Food and Nutrition, University of Helsinki, Helsinki, Finland
| | - Liisa Korkalo
- Department of Food and Nutrition, University of Helsinki, Helsinki, Finland
| | - Essi Skaffari
- Department of Food and Nutrition, University of Helsinki, Helsinki, Finland
| | - Anna M Abdollahi
- Department of Food and Nutrition, University of Helsinki, Helsinki, Finland
- Folkhälsan Research Center, Helsinki, Finland
| | - Riikka Pajulahti
- Department of Food and Nutrition, University of Helsinki, Helsinki, Finland
| | | | - Elina Engberg
- Folkhälsan Research Center, Helsinki, Finland
- Department of Psychology and Logopedics, University of Helsinki, Helsinki, Finland
| | | | - Elviira Lehto
- Department of Food and Nutrition, University of Helsinki, Helsinki, Finland
| | - Carola Ray
- Department of Food and Nutrition, University of Helsinki, Helsinki, Finland
- Folkhälsan Research Center, Helsinki, Finland
| | - Eva Roos
- Folkhälsan Research Center, Helsinki, Finland
- Department of Public Health, Clinicum, University of Helsinki, Helsinki, Finland
- Department of Food Studies, Nutrition and Dietetics, University of Uppsala, Uppsala, Sweden
| | - Maijaliisa Erkkola
- Department of Food and Nutrition, University of Helsinki, Helsinki, Finland
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Abdollahi AM, Li X, Merikanto I, Leppänen MH, Vepsäläinen H, Lehto R, Ray C, Erkkola M, Roos E. Comparison of actigraphy-measured and parent-reported sleep in association with weight status among preschool children. J Sleep Res 2024; 33:e13960. [PMID: 37282765 DOI: 10.1111/jsr.13960] [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] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2022] [Revised: 04/07/2023] [Accepted: 05/18/2023] [Indexed: 06/08/2023]
Abstract
This study compared weekday and weekend actigraphy-measured and parent-reported sleep in relation to weight status among preschool-aged children. Participants were 3-6 years old preschoolers from the cross-sectional DAGIS-study with sleep data for ≥2 weekday and ≥2 weekend nights. Parents-reported sleep onset and wake-up times were gathered alongside 24 h hip-worn actigraphy. An unsupervised Hidden-Markov Model algorithm provided actigraphy-measured night time sleep without the guidance of reported sleep times. Waist-to-height ratio and age-and-sex-specific body mass index characterised weight status. Comparison of methods were assessed with consistency in quintile divisions and Spearman correlations. Associations between sleep and weight status were assessed with adjusted regression models. Participants included 638 children (49% girls) with a mean ± SD age of 4.76 ± 0.89. On weekdays, 98%-99% of actigraphy-measured and parent-reported sleep estimates were classified in the same or adjacent quintile and were strongly correlated (rs = 0.79-0.85, p < 0.001). On weekends, 84%-98% of actigraphy-measured and parent-reported sleep estimates were respectively classified and correlations were moderate to strong (rs = 0.62-0.86, p < 0.001). Compared with actigraphy-measured sleep, parent-reported sleep had consistently earlier onset, later wake-up, and greater duration. Earlier actigraphy-measured weekday sleep onset and midpoint were associated with a higher body mass index (respective β-estimates: -0.63, p < 0.01 and -0.75, p < 0.01) and waist-to-height ratio (-0.004, p = 0.03 and -0.01, p = 0.02). Though the sleep estimation methods were consistent and correlated, actigraphy measures should be favoured as they are more objective and sensitive to identifying associations between sleep timing and weight status compared with parent reports.
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Affiliation(s)
- Anna M Abdollahi
- Department of Food and Nutrition, University of Helsinki, Helsinki, Finland
- Folkhälsan Research Center, Helsinki, Finland
| | - Xinyue Li
- School of Data Science, City University of Hong Kong, Hong Kong SAR, China
| | - Ilona Merikanto
- Faculty of Medicine, University of Helsinki, Helsinki, Finland
- Department of Public Health and Welfare, Finnish Institute for Health and Welfare, Helsinki, Finland
- Orton Orthopaedics Hospital, Helsinki, Finland
| | - Marja H Leppänen
- Folkhälsan Research Center, Helsinki, Finland
- Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Henna Vepsäläinen
- Department of Food and Nutrition, University of Helsinki, Helsinki, Finland
| | - Reetta Lehto
- Department of Food and Nutrition, University of Helsinki, Helsinki, Finland
- Folkhälsan Research Center, Helsinki, Finland
| | - Carola Ray
- Department of Food and Nutrition, University of Helsinki, Helsinki, Finland
- Folkhälsan Research Center, Helsinki, Finland
| | - Maijaliisa Erkkola
- Department of Food and Nutrition, University of Helsinki, Helsinki, Finland
| | - Eva Roos
- Department of Food and Nutrition, University of Helsinki, Helsinki, Finland
- Folkhälsan Research Center, Helsinki, Finland
- Faculty of Medicine, University of Helsinki, Helsinki, Finland
- Department of Food Studies, Nutrition and Dietetics, Uppsala University, Uppsala, Sweden
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Peltonen H, Erkkola M, Abdollahi AM, Leppänen MH, Roos E, Sajaniemi N, Pajari AM, Vepsäläinen H. Associations of dietary patterns with common infections and antibiotic use among Finnish preschoolers. Food Nutr Res 2023; 67:8997. [PMID: 37351020 PMCID: PMC10284098 DOI: 10.29219/fnr.v67.8997] [Citation(s) in RCA: 1] [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] [Received: 11/08/2023] [Revised: 03/20/2023] [Accepted: 05/08/2023] [Indexed: 06/24/2023] Open
Abstract
Background Preschoolers suffer frequently from infections. Although nutrition plays a key role in immune function, very little is known about the impact of overall diet on preschoolers' infections. Objective To assess the associations between dietary patterns, common infections and antibiotic use among Finnish preschoolers. Design The study included 721 3-6-year-old preschoolers participating in the cross-sectional DAGIS survey. Parents retrospectively reported the number of common colds, gastroenteritis episodes and antibiotic courses their children had acquired during the past year. Food consumption outside preschool hours was recorded using a food frequency questionnaire. Dietary patterns were derived from the consumption frequencies using principal component analysis. Associations between the thirds of the dietary pattern scores and the outcomes were analysed using logistic and negative binomial regression models. Results Prevalence of common colds was lower in moderate and high adherence to the sweets-and-treats pattern than in low adherence (prevalence ratio [PR]: 0.89, 95% confidence interval [CI]: 0.80-1.00, and PR: 0.88, 95% CI: 0.79-0.99, respectively) and higher in high adherence to the health-conscious pattern than in low adherence (PR: 1.13, 95% CI: 1.01-1.27) after adjusting for age, sex, number of children living in the same household, frequency of preschool attendance, family's highest education and probiotic use. The risk of ≥1 gastroenteritis episode and the prevalence of antibiotic courses were lower in moderate adherence to the sweets-and-treats pattern than in low adherence (odds ratio [OR]: 0.63, 95% CI: 0.44-0.92 and PR: 0.77, 95% CI: 0.59-1.00, respectively). Conclusions The results were unexpected. Parents who were most health-conscious of their children's diet might also have been more aware of their children's illness.
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Affiliation(s)
- Henna Peltonen
- Department of Food and Nutrition, University of Helsinki, Helsinki, Finland
| | - Maijaliisa Erkkola
- Department of Food and Nutrition, University of Helsinki, Helsinki, Finland
| | - Anna M. Abdollahi
- Department of Food and Nutrition, University of Helsinki, Helsinki, Finland
| | - Marja H. Leppänen
- Folkhälsan Research Center, Helsinki, Finland
- Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Eva Roos
- Folkhälsan Research Center, Helsinki, Finland
- Faculty of Medicine, University of Helsinki, Helsinki, Finland
- Department of Food Studies, Nutrition and Dietetics, Uppsala University, Uppsala, Sweden
| | - Nina Sajaniemi
- Philosophical Faculty, School of Applied Educational Science and Teacher Education, University of Eastern Finland, Joensuu, Finland
| | - Anne-Maria Pajari
- Department of Food and Nutrition, University of Helsinki, Helsinki, Finland
| | - Henna Vepsäläinen
- Department of Food and Nutrition, University of Helsinki, Helsinki, Finland
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Serasinghe N, Vepsäläinen H, Lehto R, Abdollahi AM, Erkkola M, Roos E, Ray C. Associations between socioeconomic status, home food availability, parental role-modeling, and children's fruit and vegetable consumption: a mediation analysis. BMC Public Health 2023; 23:1037. [PMID: 37259139 DOI: 10.1186/s12889-023-15879-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2023] [Accepted: 05/11/2023] [Indexed: 06/02/2023] Open
Abstract
BACKGROUND Recent literature has suggested that associations and interactions between family socioeconomic status (SES) and home food environment influence children's diet, but little is known about the mediation roles of parental role-modeling and food availability in the socioeconomic inequalities of children's diet. This study aimed to determine the associations between family SES and children's fruit and vegetable (FV) consumption and to assess the mediation roles of parental role-modeling and food availability in the above associations. METHODS Cross-sectional data of 574 Finnish children (aged 3 to 6) were analyzed. Parents completed an FFQ assessing their children's FV consumption frequency and a questionnaire assessing SES and home food environment. Two exposure variables: parental educational level ("low", "middle", and "high") and the relative family income tertiles of the family were used. The frequencies of parental role-modeling of FV and sugary food and drink (SFD) consumption, and the availability of FV and SFD at home were calculated. Single- and multiple-mediator models were created using IBM SPSS 27.0. RESULTS The positive association between high parental educational level and children's FV consumption (direct effect coefficient: 2.76, 95% CI: 0.51-4.86) was partially mediated by more frequent parental role-modeling of FV consumption (indirect effect coefficient: 0.89, 95% CI: 0.10-1.76), higher availability of FV (indirect effect coefficient: 1.00, 95% CI: 0.35-1.77), and lower availability of SFD (indirect effect coefficient: -0.30, 95% CI: -0.72 - -0.01). The relative family income was not directly associated with the outcome. However, the higher relative family income level indirectly predicted the Children's FV consumption (full mediation) through more frequent parental role-modeling of FV consumption (indirect effect coefficient: 0.91, 95% CI: 0.06-1.83) and higher availability of FV (indirect effect coefficient: 0.98, 95% CI: 0.40-1.67). Parental role-modeling on SFD consumption did not mediate any of the above associations. CONCLUSIONS Parental educational level showed more associations with children's FV consumption than relative family income. Our findings suggest that reducing the availability of SFD is as important as increasing the availability of FV to enhance children's FV consumption. Future interventions to improve children's dietary behaviors should pay greater attention to the lower SES segments of society. Longitudinal studies and intervention studies supporting these findings are needed for making meaningful recommendations for health promotion.
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Affiliation(s)
- Nithya Serasinghe
- Folkhälsan Research Center, Topeliuksenkatu 20, Helsinki, 00250, Finland.
| | - Henna Vepsäläinen
- Department of Food and Nutrition, University of Helsinki, P.O. Box 66, Helsinki, FI-00014, Finland
| | - Reetta Lehto
- Folkhälsan Research Center, Topeliuksenkatu 20, Helsinki, 00250, Finland
- Department of Food and Nutrition, University of Helsinki, P.O. Box 66, Helsinki, FI-00014, Finland
| | - Anna M Abdollahi
- Department of Food and Nutrition, University of Helsinki, P.O. Box 66, Helsinki, FI-00014, Finland
| | - Maijaliisa Erkkola
- Department of Food and Nutrition, University of Helsinki, P.O. Box 66, Helsinki, FI-00014, Finland
| | - Eva Roos
- Folkhälsan Research Center, Topeliuksenkatu 20, Helsinki, 00250, Finland
- Department of Food and Nutrition, University of Helsinki, P.O. Box 66, Helsinki, FI-00014, Finland
- Department of Food Studies, Nutrition and Dietetics, Uppsala University, Uppsala, Sweden
- Department of Public Health, University of Helsinki, P.O. Box 63, Helsinki, FI-00014, Finland
| | - Carola Ray
- Folkhälsan Research Center, Topeliuksenkatu 20, Helsinki, 00250, Finland
- Department of Food and Nutrition, University of Helsinki, P.O. Box 66, Helsinki, FI-00014, Finland
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Lehto R, Vepsäläinen H, Lehtimäki AV, Lehto E, Leppänen MH, Skaffari E, Abdollahi AM, Roos E, Erkkola M, Ray C. Effects of the DAGIS randomized controlled trial on home environment and children's food consumption according to the degree of implementation. BMC Public Health 2022; 22:2268. [PMID: 36471322 PMCID: PMC9720976 DOI: 10.1186/s12889-022-14639-y] [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] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2022] [Accepted: 10/05/2022] [Indexed: 12/07/2022] Open
Abstract
BACKGROUND Combining process evaluation data with effectiveness data and examining the possible mediators of intervention effects elicits valuable knowledge about how and for whom these interventions are effective. The aim of this study was to examine whether the parental degree of implementation (DOI) of a home-involving preschool intervention affected children's food consumption via home mediators. METHODS The five-month Increased Health and Wellbeing in Preschools (DAGIS) intervention involved 476 participating children aged 3-6 years and was conducted in 2017-2018. Parents reported children's food consumption (g/day) outside childcare hours, the availability of foods at home, role modelling of food consumption, and the norms related to food consumption. In addition, parents reported the extent to which they had implemented the intervention program at home. Mediation analyses were conducted to examine the effect of low and high DOI compared to control group on the change in children's consumption of fruit and vegetables (FV), sugary everyday foods, sugary treats, and sugar-sweetened beverages (SSB) via food availability in the home, parental role modelling and parental norms. RESULTS Compared to the control group, there was a direct effect of a high DOI on diminishing consumption of SSB (B -27.71, 95% CI -49.05, -4.80). No indirect effects were detected. In the high DOI group, a change in parental norm was associated with increased FV consumption showing an indirect effect (B 4.31, 95% CI 0.23, 10.59). In the low DOI group, there was an indirect effect via decreased food availability leading to decreased sugary everyday food consumption (B -2.17, 95% CI -5.09, -0.09). CONCLUSIONS Combining process evaluation and effectiveness data revealed a decrease in children's SSB consumption only in the high DOI group, as well as indirect effects on children's consumption of FV and sugary everyday foods. In order to gain more intervention effects, further studies are required in order to examine parental facilitators and barriers to the implementation of interventions and how to impact effectively the determinants of the targeted behavior. TRIAL REGISTRATION ISRCTN57165350 (8 January, 2015).
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Affiliation(s)
- Reetta Lehto
- grid.428673.c0000 0004 0409 6302Folkhälsan Research Center, Topeliuksenkatu 20, 00250 Helsinki, Finland ,grid.7737.40000 0004 0410 2071Department of Food and Nutrition, University of Helsinki, P.O. Box 66, 00014 Helsinki, Finland
| | - Henna Vepsäläinen
- grid.7737.40000 0004 0410 2071Department of Food and Nutrition, University of Helsinki, P.O. Box 66, 00014 Helsinki, Finland
| | - Aku-Ville Lehtimäki
- grid.428673.c0000 0004 0409 6302Folkhälsan Research Center, Topeliuksenkatu 20, 00250 Helsinki, Finland
| | - Elviira Lehto
- grid.7737.40000 0004 0410 2071Faculty of Social Sciences, Department of Sociology, University of Helsinki, P.O. Box, 00014 Helsinki, Finland ,grid.7737.40000 0004 0410 2071Faculty of Educational Sciences, Department of Teacher Education, University of Helsinki, P.O. Box 9, 00014 Helsinki, Finland
| | - Marja H. Leppänen
- grid.428673.c0000 0004 0409 6302Folkhälsan Research Center, Topeliuksenkatu 20, 00250 Helsinki, Finland ,grid.7737.40000 0004 0410 2071Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Essi Skaffari
- grid.7737.40000 0004 0410 2071Department of Food and Nutrition, University of Helsinki, P.O. Box 66, 00014 Helsinki, Finland
| | - Anna M. Abdollahi
- grid.7737.40000 0004 0410 2071Department of Food and Nutrition, University of Helsinki, P.O. Box 66, 00014 Helsinki, Finland
| | - Eva Roos
- grid.428673.c0000 0004 0409 6302Folkhälsan Research Center, Topeliuksenkatu 20, 00250 Helsinki, Finland ,grid.7737.40000 0004 0410 2071Department of Food and Nutrition, University of Helsinki, P.O. Box 66, 00014 Helsinki, Finland ,grid.7737.40000 0004 0410 2071Faculty of Medicine, University of Helsinki, Helsinki, Finland ,grid.8993.b0000 0004 1936 9457Department of food studies, Nutrition and Dietetics, Uppsala University, Uppsala, Sweden
| | - Maijaliisa Erkkola
- grid.7737.40000 0004 0410 2071Department of Food and Nutrition, University of Helsinki, P.O. Box 66, 00014 Helsinki, Finland
| | - Carola Ray
- grid.428673.c0000 0004 0409 6302Folkhälsan Research Center, Topeliuksenkatu 20, 00250 Helsinki, Finland ,grid.7737.40000 0004 0410 2071Department of Food and Nutrition, University of Helsinki, P.O. Box 66, 00014 Helsinki, Finland
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Leppänen MH, Migueles JH, Abdollahi AM, Engberg E, Ortega FB, Roos E. Comparing estimates of physical activity in children across different cut-points and the associations with weight status. Scand J Med Sci Sports 2022; 32:971-983. [PMID: 35253276 PMCID: PMC9311199 DOI: 10.1111/sms.14147] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2021] [Revised: 02/14/2022] [Accepted: 02/16/2022] [Indexed: 11/28/2022]
Abstract
This study aimed to compare sedentary time (SED) and intensity-specific physical activity (PA) estimates and the associations of SED and PA with body mass index (BMI) and waist circumference (WC) using three different sets of cut-points in preschool-aged children. A total of 751 children (4.7 ± 0.9 years, boys 52.7%) wore an ActiGraph GT3X+BT accelerometer on their hip for 7 days (24 h). Euclidean norm -1 G with negative values rounded to zero (ENMO) and activity counts from vertical axis (VACounts) and vector magnitude (VMCounts) were derived. Estimates of SED and light, moderate, vigorous, and moderate-to-vigorous PA (MVPA) were calculated for commonly used cut-points by Hildebrand et al., Butte et al., and Evenson et al. Furthermore, the prevalence of meeting the PA recommendation, 180 min/day of which at least 60 min/day being MVPA, were assessed for the cut-points. Multilevel mixed analysis was used to examine associations of SED and PA with BMI and WC. In accordance with the results, SED and PA intensity estimates differed largely across cut-points (i.e., SED = 22-341 min/day; light PA = 52-257 min/day; moderate PA = 5-18 min/day; vigorous PA = 7-17 min/day; MVPA = 13-35 min/day), and the prevalence of children meeting the PA recommendation varied from 4% to 70%. Associations of SED and PA with BMI or WC varied between the cut-points. Our results indicate that SED and PA estimates in preschool-aged children between studies using these cut-points are poorly comparable. Methods facilitating accelerometer-derived PA estimate comparison between studies are highly warranted.
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Affiliation(s)
- Marja H Leppänen
- Folkhälsan Research Center, Helsinki, Finland.,Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Jairo H Migueles
- Department of Health, Medicine and Caring Sciences, Linköping University, Linköping, Sweden.,PROFITH "PROmoting FITness and Health Through Physical Activity" Research Group, Sport and Health University Research Institute (iMUDS), Department of Physical Education and Sports, Faculty of Sport Sciences, University of Granada, Granada, Spain
| | - Anna M Abdollahi
- Folkhälsan Research Center, Helsinki, Finland.,Department of Food and Nutrition, University of Helsinki, Helsinki, Finland
| | - Elina Engberg
- Folkhälsan Research Center, Helsinki, Finland.,Department of Psychology and Logopedics, Faculty of Medicine, University of Helsinki, Finland
| | - Francisco B Ortega
- PROFITH "PROmoting FITness and Health Through Physical Activity" Research Group, Sport and Health University Research Institute (iMUDS), Department of Physical Education and Sports, Faculty of Sport Sciences, University of Granada, Granada, Spain.,Faculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland.,Department of Biosciences and Nutrition, Karolinska Institutet, NEO, Huddinge, Sweden
| | - Eva Roos
- Folkhälsan Research Center, Helsinki, Finland.,Department of Food Studies, Nutrition and Dietetics, Uppsala University, Uppsala, Sweden.,Department of Public Health, University of Helsinki, Helsinki, Finland
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Abdollahi AM, Masento NA, Vepsäläinen H, Mijal M, Gromadzka M, Fogelholm M. Investigating the Effectiveness of an Educational Escape Game for Increasing Nutrition-Related Knowledge in Young Adolescents: A Pilot Study. Front Nutr 2021; 8:674404. [PMID: 34124123 PMCID: PMC8193978 DOI: 10.3389/fnut.2021.674404] [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] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2021] [Accepted: 05/07/2021] [Indexed: 11/22/2022] Open
Abstract
Objective: As a pilot trial under the Games of Food consortium, this study assessed the effectiveness of an educational escape game alongside a self-study method as a nutrition knowledge intervention. Furthermore, this study explored the use of an escape game as an educational tool for young adolescents. Materials and Methods: Altogether three schools participated, one from Finland and two from the UK. Baseline questionnaires assessing knowledge were administered before intervention day. Participants from each class were randomly allocated by the researchers into either the escape game condition, where participants played a nutrition education escape game with a focus on plant-based protein sources, or the self-study condition, where participants received an educational leaflet with identical content. In addition to the knowledge post-assessment, the educational escape game condition answered an enjoyment and intrinsic motivation questionnaire to evaluate the game experience. Paired t-tests were used to determine significant changes within intervention conditions and ANCOVA was used to estimate the differences in knowledge. Results: The participants were 130 children (11–14 years), divided into educational escape game (n = 68) and self-study (n = 62) conditions. Both the educational escape game (20.7 vs. 23, p < 0.001) and self-study (21.1 vs. 23.1, p = 0.002) had improved overall knowledge scores. No significant differences in gained knowledge existed between groups. Of the educational escape game participants, 60% reported the game as mostly enjoyable and 46% reported added use and value for learning. Conclusion: The educational escape game condition was comparable to the self-study method for nutrition education in adolescents. However, since the educational escape game provides an enjoyable experience that may enhance intrinsic motivation to promote learning and possible behavior change, the use of escape games for nutrition education warrant further investigation.
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Affiliation(s)
- Anna M Abdollahi
- Department of Food and Nutrition, University of Helsinki, Helsinki, Finland
| | - Natalie A Masento
- Department of Food and Nutritional Sciences, University of Reading, Reading, United Kingdom
| | - Henna Vepsäläinen
- Department of Food and Nutrition, University of Helsinki, Helsinki, Finland
| | - Michal Mijal
- Faculty of Management, University of Warsaw, Warsaw, Poland
| | | | - Mikael Fogelholm
- Department of Food and Nutrition, University of Helsinki, Helsinki, Finland
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Abdollahi AM, Virtanen HEK, Voutilainen S, Kurl S, Tuomainen TP, Salonen JT, Virtanen JK. Egg consumption, cholesterol intake, and risk of incident stroke in men: the Kuopio Ischaemic Heart Disease Risk Factor Study. Am J Clin Nutr 2019; 110:169-176. [PMID: 31095282 DOI: 10.1093/ajcn/nqz066] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2018] [Accepted: 03/28/2019] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND Epidemiologic studies suggest inverse associations between consumption of egg, a major source of dietary cholesterol, and stroke. However, the evidence of the relation remains limited, especially among carriers of apolipoprotein E4 (apoE4), which influences cholesterol metabolism. OBJECTIVE The aim of this study was to investigate associations of egg and cholesterol intakes with risk of stroke and with the major stroke risk factor, blood pressure, in middle-aged and older men from eastern Finland and whether apoE phenotype could modify these associations. METHODS A total of 1950 men aged 42-60 y in 1984-1989 were included at the baseline examinations of the prospective population-based Kuopio Ischaemic Heart Disease Risk Factor Study. Data on apoE phenotype were available for 1015 men. Dietary intakes were assessed with 4-d food records at baseline and incident stroke events were assessed by record linkage to hospital discharge registries. Cox proportional hazards regression analyses were used to estimate associations with stroke risk. Associations with baseline blood pressure were evaluated with ANCOVA. RESULTS During the mean ± SD follow-up of 21.2 ± 7.2 y, there were 217 incidences of any stroke: 166 of ischemic stroke and 55 of hemorrhagic stroke. Comparing the highest egg intake quartile with the lowest, the multivariable-adjusted HRs were 0.81 for total stroke (95% CI: 0.54, 1.23; P-trend = 0.32), 0.84 for ischemic stroke (95% CI: 0.53, 1.34; P-trend = 0.44), and 0.75 for hemorrhagic stroke (95% CI: 0.32, 1.77; P-trend = 0.40). The respective HRs for the highest cholesterol intake quartile compared with the lowest were 0.86 (95% CI: 0.57, 1.32; P-trend = 0.42), 0.74 (95% CI: 0.46, 1.20; P-trend = 0.32), and 1.10 (95% CI: 0.45, 2.66; P-trend = 0.75). Diastolic blood pressure was 1.6 mm Hg (P-trend = 0.04) lower in the highest egg intake quartile compared with the lowest, but there were no associations with systolic blood pressure or with cholesterol intake. ApoE phenotype (32% had apoE4 phenotype) did not modify the associations. CONCLUSION Neither egg nor cholesterol intakes were associated with stroke risk in this cohort, regardless of apoE phenotype.This trial was registered at www.clinicaltrials.gov as NCT03221127.
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Affiliation(s)
- Anna M Abdollahi
- Institute of Public Health and Clinical Nutrition, University of Eastern Finland, Kuopio, Finland
| | - Heli E K Virtanen
- Institute of Public Health and Clinical Nutrition, University of Eastern Finland, Kuopio, Finland
| | - Sari Voutilainen
- Institute of Public Health and Clinical Nutrition, University of Eastern Finland, Kuopio, Finland
| | - Sudhir Kurl
- Institute of Public Health and Clinical Nutrition, University of Eastern Finland, Kuopio, Finland
| | - Tomi-Pekka Tuomainen
- Institute of Public Health and Clinical Nutrition, University of Eastern Finland, Kuopio, Finland
| | - Jukka T Salonen
- The Faculty of Medicine, Department of Public Health, University of Helsinki, Helsinki, Finland
| | - Jyrki K Virtanen
- Institute of Public Health and Clinical Nutrition, University of Eastern Finland, Kuopio, Finland
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