1
|
Bhadelia A, Barr KR, John JR, Jalaludin B, Dissanyake C, Williams K, Woolfenden S, Eapen V. Difficult Toddler Temperament - Prevalence and Associated Factors at 18-Month Follow-Up of a Birth Cohort. Neuropsychiatr Dis Treat 2024; 20:967-977. [PMID: 38741582 PMCID: PMC11090188 DOI: 10.2147/ndt.s454949] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/14/2023] [Accepted: 05/03/2024] [Indexed: 05/16/2024] Open
Abstract
Purpose Difficult temperament coupled with other risk factors may lead to mental health problems in childhood and have long-lasting effects in adolescence and adulthood. This study aimed to investigate the prevalence of parental perception of difficult temperament in toddlers and identify significant factors associated with individual and family-level sociodemographic risk factors. Patients and Methods The prevalence of parental perception of difficult temperament was derived from items in the 18-month follow-up questionnaire within the Watch Me Grow (WMG) longitudinal birth cohort study in a multicultural and socioeconomically disadvantaged community in Sydney, Australia. Data was available for 500 children and their parents. Descriptive analysis was used to calculate the participant characteristics and the prevalence of parental perception of difficult temperament, whereas multivariable logistic regression analysis was used to assess significant risk factors associated with a difficult temperament. Results Parental perception of difficult temperament in the cohort was 7.3% (n = 492). Findings of the multivariable logistic regression showed that screen time >2 hours a day (AOR 2.43, 95% CI: 1.2, 4.9), child not being read to (AOR 3.92, 95% CI: 1.8, 8.5), and family history of mental health problems (AOR 2.69, 95% CI: 1.1, 6.5) significantly increased the odds of having a difficult temperament. Conclusion Toddlers with difficult temperament were less likely to have received stimulatory experiences, and their families were more likely to be under greater stress. The findings emphasize the importance of parental support and anticipatory guidance in promoting nurturing care to facilitate child health and development, particularly in disadvantaged communities.
Collapse
Affiliation(s)
- A’ishah Bhadelia
- School of Clinical Medicine, University of New South Wales, Sydney, NSW, Australia
| | - Karlen R Barr
- South Western Sydney Local Health District, Liverpool, NSW, Australia
| | - James Rufus John
- School of Clinical Medicine, University of New South Wales, Sydney, NSW, Australia
- South Western Sydney Local Health District, Liverpool, NSW, Australia
- Ingham Institute of Applied Medical Research, Liverpool, NSW, Australia
| | - Bin Jalaludin
- Ingham Institute of Applied Medical Research, Liverpool, NSW, Australia
- School of Population Health, University of New South Wales, Sydney, NSW, Australia
| | - Cheryl Dissanyake
- School of Psychology and Public Health, La Trobe University, Melbourne, VIC, Australia
| | - Katrina Williams
- Department of Paediatrics, Monash University, Melbourne, VIC, Australia
| | - Susan Woolfenden
- Sydney Medical School, University of Sydney, Sydney, NSW, Australia
| | - Valsamma Eapen
- School of Clinical Medicine, University of New South Wales, Sydney, NSW, Australia
- South Western Sydney Local Health District, Liverpool, NSW, Australia
- Ingham Institute of Applied Medical Research, Liverpool, NSW, Australia
| |
Collapse
|
2
|
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] [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.
Collapse
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
| |
Collapse
|
3
|
Lu H, Liang G, Li DL, Liu MX, Yin ZJ, Li YZ, Zhang T, Pan CW. Sleep quality as a mediator of the relationship between screen time and negative emotions among Chinese college freshmen. PSYCHOL HEALTH MED 2023; 28:2883-2896. [PMID: 37231742 DOI: 10.1080/13548506.2023.2217380] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/13/2023] [Accepted: 05/18/2023] [Indexed: 05/27/2023]
Abstract
College freshmen are special populations facing great challenges in adapting to the brand new environment, and their lifestyle and emotional states are worthy of attention. Especially during the COVID-19 pandemic, their screen time and prevalence of negative emotions were significantly increased, but few studies have focused on such situation of college freshmen and illustrated relevant mechanisms. Thus, based on a sample of Chinese college freshmen during the COVID-19 pandemic, the current study aimed to investigate the association between their screen time and negative emotions (depression, anxiety and stress), and further explore the mediating effects of sleep quality. Data from 2,014 college freshmen was analyzed. The screen time was self-reported by participants using predesigned questionnaires. The Pittsburgh Sleep Quality Index (PSQI) and Chinese Version of Depression Anxiety and Stress Scale-21 (DASS-21) were used to assess sleep quality and emotional states, respectively. The mediation analysis was conducted to examine the meditation effect. Results indicated that participants with negative emotions tended to have longer daily screen time and worse sleep quality, sleep quality partially mediated the association between screen time and negative emotions.The critical role of sleep quality and related intervention measures should be recognized and implemented.
Collapse
Affiliation(s)
- Heng Lu
- School of Public Health, Medical College of Soochow University, Suzhou, China
| | - Gang Liang
- Department of Ophthalmology, The Affiliated Hospital of Yunnan University, Kunming, China
| | - Dan-Lin Li
- School of Public Health, Medical College of Soochow University, Suzhou, China
| | - Min-Xin Liu
- School of Public Health, Medical College of Soochow University, Suzhou, China
| | - Zhi-Jian Yin
- Department of Ophthalmology, The First Affiliated Hospital of Dali University, Dali, China
| | - Yue-Zu Li
- Department of Ophthalmology, The Affiliated Hospital of Yunnan University, Kunming, China
| | - Tianyang Zhang
- School of Public Health, Medical College of Soochow University, Suzhou, China
- Graduate School of Interdisciplinary Science and Engineering in Health Systems, Okayama University, Okayama, Japan
- Research Center for Psychology and Behavioral Sciences, Soochow University, Suzhou, China
| | - Chen-Wei Pan
- School of Public Health, Medical College of Soochow University, Suzhou, China
| |
Collapse
|
4
|
Veldman S, Altenburg T, Chinapaw M, Gubbels J. Correlates of screen time in the early years (0-5 years): A systematic review. Prev Med Rep 2023; 33:102214. [PMID: 37223568 PMCID: PMC10201873 DOI: 10.1016/j.pmedr.2023.102214] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2022] [Revised: 04/03/2023] [Accepted: 04/17/2023] [Indexed: 05/25/2023] Open
Abstract
The majority of young children engage in high levels of screen time. To inform future interventions, knowledge on correlates of screen time is important. This review expands on previous work by focusing on the entire early childhood range, and including a broad focus regarding types of correlates and screens. A literature search (PubMed, Embase, PsycINFO, SPORTDiscus) was performed from 2000 up to October 2021. Included studies (cross-sectional and prospective) examined associations between a potential correlate and screen time (duration or frequency) in typically developing, apparently healthy children aged 0-5 years. Methodological quality was assessed by two independent researchers. Fifty-two of 6,614 studies were included. Two studies had high methodological quality. We found moderate evidence for a positive association between an electronic device in the bedroom, parental screen time, having a TV on at home, descriptive norms and screen time, and a negative association between sleep duration, household features, high value on physical activity, monitoring screen time, being in childcare, parental self-efficacy and screen time. We found no evidence for an association for child sex, body mass index, physical activity, temperament, number of siblings, being a first-born, neighborhood-related factors, socio-economic indicators, and parental marital status, physical activity, weight status, depression, wellbeing, sex, age and positive outcome expectations. The evidence for other investigated correlates was inconsistent or insufficient. Despite the evidence for moderate associations, we were unable to draw strong conclusions. More high-quality research is needed to identify correlates of screen time in early childhood.
Collapse
Affiliation(s)
- S.L.C. Veldman
- Department of Public and Occupational Health, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam Public Health Research Institute, Amsterdam, The Netherlands
- Mulier Institute, Utrecht, The Netherlands
| | - T.M. Altenburg
- Department of Public and Occupational Health, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam Public Health Research Institute, Amsterdam, The Netherlands
| | - M.J.M. Chinapaw
- Department of Public and Occupational Health, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam Public Health Research Institute, Amsterdam, The Netherlands
| | - J.S. Gubbels
- Department of Health Promotion, NUTRIM School of Nutrition and Translational Research in Metabolism, Maastricht University, Maastricht, The Netherlands
| |
Collapse
|
5
|
Determinants of hair cortisol in preschool children and their mothers: A Brazilian birth cohort study. Psychoneuroendocrinology 2023; 150:106027. [PMID: 36702042 DOI: 10.1016/j.psyneuen.2023.106027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/14/2022] [Revised: 01/09/2023] [Accepted: 01/12/2023] [Indexed: 01/15/2023]
Abstract
OBJECTIVE Few large-scale studies have provided population-based estimates of hair cortisol levels and its determinants. Hair cortisol and potential determinants were measured in children and their mothers in a population-based sample in a Brazilian city with large variations in socioeconomic conditions. METHODS We used data from the 4-year follow-up of the 2015 Pelotas (Brazil) Birth Cohort Study. Hair samples were collected by trained fieldworkers to analyze average levels of cortisol over a 3-month period. Four groups of variables were tested as potential determinants: hair characteristics (natural color, treatment, type, and frequency of wash), use of corticosteroids and oral contraceptives, sociodemographic factors (sex, age, skin color, socioeconomic level, maternal relationship, pregnancy, daycare enrollment), maternal perceived stress, and substance exposure (smoking and illicit drug use). Linear regression with log transformation was used to test associations. RESULTS 3235 children and 3102 mothers were analyzed (80.7% and 77.4% of those interviewed when children were 4 years of age, respectively), for whom sufficient hair was collected for cortisol analysis. The median of hair cortisol concentration was 7.8 pg/mg (IQR = 5.6 - 11.0) for children, and 5.6 pg/mg (IQR = 4.2 - 7.8) for mothers. In adjusted models, sex and socioeconomic level were associated with child cortisol levels. For mothers, hair cortisol levels were associated with socioeconomic level, skin color, age, hair treatment and hair natural color. CONCLUSION This study provides estimates of hair cortisol levels in a diverse population in a upper-middle income country. Although just a few predictors were associated with maternal/child cortisol levels, socioeconomic level was the key variable that should be incorporated in studies using hair cortisol to measure biological manifestations of stress, but other variables, such as some hair and sociodemographic characteristics are important to consider when using hair cortisol.
Collapse
|
6
|
Raj D, Ahmad N, Mohd Zulkefli NA, Lim PY. ‘Stop & Play’ digital health education intervention in reducing excessive screen time among preschoolers from low socioeconomic families in Malaysia: A Cluster Randomized Control Trial (Preprint). J Med Internet Res 2022; 25:e40955. [PMID: 37140970 DOI: 10.2196/40955] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2022] [Revised: 01/09/2023] [Accepted: 03/15/2023] [Indexed: 03/17/2023] Open
Abstract
BACKGROUND High prevalence of excessive screen time among preschool children is attributable to certain parental factors such as lack of knowledge, false perception about screen time, and inadequate skills. Lack of strategies to implement screen time guidelines, in addition to multiple commitments that may hinder parents from face-to-face interventions, demands the need to develop a technology-based parent-friendly screen time reduction intervention. OBJECTIVE This study aims to develop, implement, and evaluate the effectiveness of Stop and Play, a digital parental health education intervention to reduce excessive screen time among preschoolers from low socioeconomic families in Malaysia. METHODS A single-blind, 2-arm cluster randomized controlled trial was conducted among 360 mother-child dyads attending government preschools in the Petaling district, who were randomly allocated into the intervention and waitlist control groups between March 2021 and December 2021. This 4-week intervention, developed using whiteboard animation videos, infographics, and a problem-solving session, was delivered via WhatsApp (WhatsApp Inc). Primary outcome was the child's screen time, whereas secondary outcomes included mother's screen time knowledge, perception about the influence of screen time on the child's well-being, self-efficacy to reduce the child's screen time and increase physical activity, mother's screen time, and presence of screen device in the child's bedroom. Validated self-administered questionnaires were administered at baseline, immediately after the intervention, and 3 months after the intervention. The intervention's effectiveness was evaluated using generalized linear mixed models. RESULTS A total of 352 dyads completed the study, giving an attrition rate of 2.2% (8/360). At 3 months after the intervention, the intervention group showed significantly reduced child's screen time compared with the control group (β=-202.29, 95% CI -224.48 to -180.10; P<.001). Parental outcome scores also improved in the intervention group as compared with that in the control group. Mother's knowledge significantly increased (β=6.88, 95% CI 6.11-7.65; P<.001), whereas perception about the influence of screen time on the child's well-being reduced (β=-.86, 95% CI -0.98 to -0.73; P<.001). There was also an increase in the mother's self-efficacy to reduce screen time (β=1.59, 95% CI 1.48-1.70; P<.001) and increase physical activity (β=.07, 95% CI 0.06-0.09; P<.001), along with reduction in mother's screen time (β=-70.43, 95% CI -91.51 to -49.35; P<.001). CONCLUSIONS The Stop and Play intervention was effective in reducing screen time among preschool children from low socioeconomic families, while improving the associated parental factors. Therefore, integration into primary health care and preschool education programs is recommended. Mediation analysis is suggested to investigate the extent to which secondary outcomes are attributable to the child's screen time, and long follow-up could evaluate the sustainability of this digital intervention. TRIAL REGISTRATION Thai Clinical Trial Registry (TCTR) TCTR20201010002; https://tinyurl.com/5frpma4b.
Collapse
Affiliation(s)
- Diana Raj
- Department of Community Health, Faculty of Medicine and Health Sciences, Universiti Putra Malaysia, Serdang, Malaysia
- Ministry of Health Malaysia, Putrajaya, Malaysia
| | - Norliza Ahmad
- Department of Community Health, Faculty of Medicine and Health Sciences, Universiti Putra Malaysia, Serdang, Malaysia
| | - Nor Afiah Mohd Zulkefli
- Department of Community Health, Faculty of Medicine and Health Sciences, Universiti Putra Malaysia, Serdang, Malaysia
| | - Poh Ying Lim
- Department of Community Health, Faculty of Medicine and Health Sciences, Universiti Putra Malaysia, Serdang, Malaysia
| |
Collapse
|
7
|
Why do parents use screen media with toddlers? The role of child temperament and parenting stress in early screen use. Infant Behav Dev 2021; 64:101595. [PMID: 34153781 DOI: 10.1016/j.infbeh.2021.101595] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2020] [Revised: 05/21/2021] [Accepted: 05/27/2021] [Indexed: 11/24/2022]
Abstract
Considering child characteristics may be an important piece to understanding parental decision-making for children's screen use. The current cross-sectional study examined the mediating role of maternal parenting stress in the relation of child temperament to young children's screen use. Recognizing the multidimensional aspects of temperament, three mediated pathways for three temperament domains (i.e., negative affectivity, surgency, and effortful control) were tested. Mothers of toddlers, 18-36 months (N = 296), completed an online survey, reporting on child temperament, total parenting stress, and child screen use. The results showed that mother-child dynamics were related to toddlers' screen use. Toddlers' negative affectivity and effortful control were each associated with toddlers' screen use through maternal parenting stress. Higher negative affectivity was associated with higher maternal parenting stress, which in turn, was related to greater screen use in toddlers. Toddlers' lower effortful control was related to higher maternal parenting stress, which in turn, was associated with greater screen use. Toddlers' surgency was not related to either maternal parenting stress or toddlers' screen use. The findings from this study contribute to an understanding of media-related parenting in toddlerhood and may help with the development of strategies for supporting healthy media habits in families with young children.
Collapse
|
8
|
Leppänen MH, Kaseva K, Pajulahti R, Sääksjärvi K, Mäkynen E, Engberg E, Ray C, Erkkola M, Sajaniemi N, Roos E. Temperament, physical activity and sedentary time in preschoolers - the DAGIS study. BMC Pediatr 2021; 21:129. [PMID: 33726712 PMCID: PMC7962366 DOI: 10.1186/s12887-021-02593-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/26/2020] [Accepted: 02/28/2021] [Indexed: 11/10/2022] Open
Abstract
Background Identifying individual characteristics linked with physical activity (PA) and sedentary time (SED) can assist in designing health-enhancing interventions for children. We examined cross-sectional associations of temperament characteristics with 1) PA and SED and 2) meeting the PA recommendation in Finnish children. Methods Altogether, 697 children (age: 4.7 ± 0.9 years, 51.6% boys) within the Increased Health and Wellbeing in Preschools (DAGIS) study were included. Parents responded to the Very Short Form of the Children’s Behavior Questionnaire consisting of three temperament dimensions: surgency, negative affectivity, and effortful control. PA and SED were assessed for 7 days (24 h per day) using a hip-worn ActiGraph accelerometer, and the daily minutes spent in light PA (LPA), moderate PA (MPA), vigorous PA (VPA), and SED were calculated. The PA recommendation was defined as having PA at least 180 min/day, of which at least 60 min/day was in moderate-to-vigorous PA. Adjusted linear and logistic regression analyses were applied. Results Surgency was associated with LPA (B = 3.80, p = 0.004), MPA (B = 4.87, p < 0.001), VPA (B = 2.91, p < 0.001), SED (B = − 11.45, p < 0.001), and higher odds of meeting the PA recommendation (OR = 1.56, p < 0.001). Effortful control was associated with MPA (B = − 3.63, p < 0.001), VPA (B = − 2.50, p < 0.001), SED (B = 8.66, p < 0.001), and lower odds of meeting the PA recommendation (OR = 0.61, p = 0.004). Negative affectivity was not associated with PA, SED, or meeting the PA recommendation. Conclusion Children’s temperament should be considered when promoting PA in preschoolers. Special attention should be paid to children scoring high in the temperament dimension effortful control.
Collapse
Affiliation(s)
- Marja H Leppänen
- Folkhälsan Research Center, Topeliuksenkatu 20, 00250, Helsinki, Finland. .,Faculty of Medicine, University of Helsinki, Helsinki, Finland.
| | - Kaisa Kaseva
- Cicero Learning, Faculty of Educational Sciences, University of Helsinki, Helsinki, Finland.,Department of Sports and Exercise Medicine, Clinicum, University of Helsinki, Helsinki, Finland
| | - Riikka Pajulahti
- Folkhälsan Research Center, Topeliuksenkatu 20, 00250, Helsinki, Finland.,Department of Food and Nutrition, University of Helsinki, Helsinki, Finland
| | - Katri Sääksjärvi
- Cicero Learning, Faculty of Educational Sciences, University of Helsinki, Helsinki, Finland.,Department of Education, University of Helsinki, Helsinki, Finland
| | - Ella Mäkynen
- Cicero Learning, Faculty of Educational Sciences, University of Helsinki, Helsinki, Finland.,Department of Education, University of Helsinki, Helsinki, Finland
| | - Elina Engberg
- Folkhälsan Research Center, Topeliuksenkatu 20, 00250, Helsinki, Finland.,Department of Education, University of Helsinki, Helsinki, Finland.,Department of Psychology and Logopedics, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Carola Ray
- Folkhälsan Research Center, Topeliuksenkatu 20, 00250, Helsinki, Finland.,Department of Food and Nutrition, University of Helsinki, Helsinki, Finland
| | - Maijaliisa Erkkola
- Department of Food and Nutrition, University of Helsinki, Helsinki, Finland
| | - Nina Sajaniemi
- Cicero Learning, Faculty of Educational Sciences, University of Helsinki, Helsinki, Finland.,Department of Education, University of Helsinki, Helsinki, Finland.,Department of Psychology and Logopedics, Faculty of Medicine, University of Helsinki, Helsinki, Finland.,Philosophical Faculty, School of Applied Educational Science and Teacher Education, University of Eastern Finland, Joensuu, Finland
| | - Eva Roos
- Folkhälsan Research Center, Topeliuksenkatu 20, 00250, Helsinki, Finland.,Department of Food and Nutrition, University of Helsinki, Helsinki, Finland.,Philosophical Faculty, School of Applied Educational Science and Teacher Education, University of Eastern Finland, Joensuu, Finland.,Department of Public Health Clinicum, University of Helsinki, Helsinki, Finland
| |
Collapse
|