| Literature DB >> 29617337 |
Celeste van Rinsum1, Sanne Gerards2, Geert Rutten3, Nicole Philippens4, Ester Janssen5, Bjorn Winkens6, Ien van de Goor7, Stef Kremers8.
Abstract
Combined lifestyle interventions (CLIs) can be effective in reducing weight and improving lifestyle-related behaviours but it is unclear how CLIs can best be implemented in practice in order to achieve sustained lifestyle changes. The Coaching on Lifestyle programme (CooL) is a CLI in the Netherlands, in which professional lifestyle coaches counsel adults and children (and/or their parents) who are obese or at high risk of obesity to achieve a sustained healthier lifestyle. The CooL intervention consists of group and individual sessions addressing the topics of physical activity, dietary behaviours, sleep and stress. Our longitudinal one-group pre-post study aimed to identify lifestyle changes among participants (adults, children and their parents) at 8 and 18 months after initiation. We assessed constructs ranging from motivation and behaviour-specific cognitions to behaviours and health outcomes. Positive and sustained changes among adults were found regarding perceived autonomy, motivation, perceived barriers, lifestyle behaviours, quality of life and weight. Among children and their parents, few improvements were found regarding behaviours and quality of life. CooL has been successful in coaching adult participants towards sustained behavioural change during the intervention period. Mixed results and smaller effect sizes were found for children and their parents.Entities:
Keywords: behaviour change; coaching; combined lifestyle intervention; lifestyle; nutrition/diet; obesity; overweight; physical activity
Mesh:
Year: 2018 PMID: 29617337 PMCID: PMC5923722 DOI: 10.3390/ijerph15040680
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 3.390
Techniques and approaches used in the Coaching on Lifestyle (CooL) intervention.
| Techniques, Key Terms and Approaches Used in the Adult Programme | Techniques and Approaches Used in the Children and Adolescent Programme |
|---|---|
| Autonomy-supportive coaching | General parenting constructs (control, responsiveness and structure) |
| Celebrating (small) successes | |
| Coaches providing feedback and compliments | Parenting practices (e.g., modelling, rule setting and rewarding) to stimulate desired behaviour and to restrict undesired behaviour |
| Communication skills of the client | |
| Dealing with lapses/relapses and temptations | |
| Estimating the value of (different sources of) information | Negotiation skills |
| Goal setting | |
| Implementation intentions | |
| Increasing self-efficacy | |
| Knowledge about healthy lifestyle and behavioural change | |
| Mobilizing social support | |
| Motivational interviewing | |
| Nudging | |
| Ownership | |
| Peer modelling, peer support and peer learning | |
| Positive health and positive psychology | |
| Rewarding | |
| Self-management, self-monitoring and self-evaluation | |
| Stepping out of one’s comfort zone |
Constructs used in the questionnaires for the adult participants, with their corresponding scales.
| Construct | Scale | Items | Answering Options | Cronbach’s Alpha |
|---|---|---|---|---|
|
| ||||
| | - | 9 | Divers | - |
| | Psychological Need Satisfaction in Exercise scale (PNSE) [ | 18 | Totally disagree/totally agree 1 | |
| Autonomy | 6 | 0.9 | ||
| Competence | 6 | 0.9 | ||
| Relatedness | 6 | 0.9 | ||
|
| ||||
| | Behavioural Regulation in Exercise Questionnaire (BREQ-3) [ | 23 | Totally disagree/totally agree 1 | |
| Amotivation (AM) | 4 | 0.7 | ||
| External regulation (EX) | 4 | 0.8 | ||
| Introjected regulation (IJ) | 3 | 0.7 | ||
| Controlled motivation | Sum score = (AM*3) + (EX*2) + (IJ*1) | |||
| Identified regulation (ID) | 4 | 0.7 | ||
| Integrated regulation (IG) | 4 | 0.9 | ||
| Intrinsic motivation (IM) | 4 | 0.9 | ||
| Autonomous motivation | Sum score = (ID*1) + (IG*2) + (IM*3) | |||
| | Regulation of Eating Behaviour Scale (REBS) [ | 24 | Totally disagree/totally agree 1 | |
| Amotivation | 4 | 0.7 | ||
| External regulation | 4 | 0.8 | ||
| Introjected regulation | 4 | 0.7 | ||
| Controlled motivation | Sum score = (AM*3) + (EX*2) + (IJ*1) | |||
| Identified regulation | 4 | 0.7 | ||
| Integrated regulation | 4 | 0.8 | ||
| Intrinsic motivation | 4 | 0.8 | ||
| Autonomous motivation | Sum score = (ID*1) + (IG*2) + (IM*3) | |||
|
| ||||
| | ||||
| For physical activity | 11 | Totally disagree/totally agree 1 | 0.8 | |
| For eating a healthy diet | 10 | Totally disagree/totally agree 1 | 0.8 | |
|
| ||||
| | International Physical Activity Questionnaire (IPAQ) | 7 | Days per week, minutes per day | |
| Sedentary behaviour | 1 | |||
| Walking | 2 | |||
| Moderate-intensity activities | 2 | |||
| Vigorous-intensity activities | 2 | |||
| | Shortened Fat List [ | 20 | Days per week, frequency per day | |
| Breakfast | 1 | |||
| Fruits | 2 | |||
| Vegetables | 4 | |||
| Fruit juices | 1 | |||
| Sugar-sweetened beverages | 1 | |||
| Unhealthy snacks | 7 | |||
|
| - | |||
| | EQ-5D-3L [ | 7 | No disability/strongly disabled 2 | |
| Mobility | 1 | |||
| Self-care | 1 | |||
| Usual activities | 1 | |||
| Pain/discomfort | 1 | |||
| Anxiety/depression | 1 | |||
| Total quality of life | [ | Index = 1 (complete health—0.071 (if there is a problem on a dimension)—deduction per problem on a dimension | ||
| In general | 1 | |||
| At that moment | 1 | |||
| | [ | 2 | Centimetres, kilograms |
Notes: 1 Five-point scale, 2 three-point scale.
Constructs used in the questionnaires for the children and their parents, with their corresponding scales.
| Construct | Scale | Items | Answering Options | Cronbach’s Alpha | Group |
|---|---|---|---|---|---|
|
| |||||
| | - | 16 | Divers | - | Parent |
|
| |||||
|
| Shortened version of the Comprehensive General Parenting Questionnaire (CGPO) [ | 3 | Totally disagree/totally agree 1 | Parent | |
| Monitoring | 1 | ||||
| Consistent discipline | 1 | ||||
| Autonomy support | 1 | ||||
| | Lifestyle Behaviour Checklist (LBC) [ | 50 | Parent | ||
| Problem scale | 25 | Not at all/very much 2 | 0.9 | ||
| Confidence scale | 25 | Grade 3 | 1.0 | ||
|
| |||||
| | [ | 5 | Totally disagree/totally agree 1 | 0.6 | Parent |
| | Comprehensive Feeding Practices Questionnaire (CFPQ) [ | 4 | Totally disagree/totally agree 1 | 0.6 | Parent |
| | Home Environment Survey (HES) [ | 7 | Totally disagree/totally agree 1 | 0.6 | Parent |
| | CFPQ [ | 2 | Never/always 1 | 0.8 | Parent |
| | HES [ | 2 | Never/always 1 | 0.6 | Parent |
| | Parental Feeding Style Questionnaire (PFSQ) [ | 5 | Never/always 1 | 0.8 | Parent |
| | PFSQ [ | 4 | Never/always 1 | 0.7 | Parent |
| | Physical activity [ | 6 | Never/always 1 | 0.8 | Parent |
| | Covert Control Scale [ | 3 | Never/always 1 | 0.7 | Parent |
| | CFPQ [ | 5 | Never/always 1 | 0.7 | Parent |
|
| |||||
| | Behavioural Regulation of Physical Activity in Children (BRePAC) [ | 18 | Totally disagree/totally agree 1 | Child | |
| Amotivation | 1 | ||||
| External regulation | 4 | 0.6 | |||
| Introjected regulation | 5 | 0.5 | |||
| Controlled motivation | Sum score = (AM*3) + (EX*2) + (IJ*1) | ||||
| Identified regulation | 5 | 0.8 | |||
| Intrinsic motivation | 2 | 0.7 | |||
| Autonomous motivation | Sum score = (ID*2) + (IM*3) | ||||
|
| |||||
| | Physical Activity Enjoyment Scale (PACES) [ | 16 | Totally disagree/totally agree 1 | 0.9 | Child |
| | Shortened version of the Self-Report Habit Index (SRHI) [ | 9 | Totally disagree/totally agree 1 | Child | |
| Sporting | 2 | 0.6 | |||
| Playing outside | 2 | 0.9 | |||
| Eating fruits | 2 | 0.7 | |||
| | [ | 21 | Very difficult/totally not difficult 1 | Child | |
| Playing outside | 13 | 0.9 | |||
| Eating fruits | 8 | 0.6 | |||
| | 7 | Totally disagree/totally agree 1 | 0.6 | Child | |
|
| |||||
| | [ | 14 | Not at all/3 h or longer 4, I don’t know | Parent | |
| Watching television | 2 | ||||
| Using a computer | 2 | ||||
| Playing outside | 2 | ||||
| Engaging in sports | 2 | ||||
| Walking or biking to school | 2 | ||||
| Walking or biking during leisure time | 2 | ||||
| Sports behaviour | 1 | Days per week | Child | ||
| | [ | 26 | Days per week, frequency per day | Parent | |
| Breakfast | 1 | ||||
| Fruits | 2 | ||||
| Vegetables | 4 | ||||
| Water | 2 | ||||
| Sugar-sweetened beverages | 2 | ||||
| Diet beverages | 2 | ||||
| Fruit beverages | 2 | ||||
| Fruit juices | 2 | ||||
| Energy drinks | 2 | ||||
| Unhealthy snacks | 7 | 0.7 | |||
| | [ | 6 | Parent | ||
| Sleeping hours | 2 | Hours per day | |||
| Sleeping problems | 4 | Never/always 1 | |||
|
| |||||
| | Impact of Weight on Quality of Life (IWQOL)-Kids [ | 31 | Never/always 1 | Parent | |
| Physical comfort | 6 | 0.9 | |||
| Body esteem | 9 | 0.9 | |||
| Social life | 6 | 0.9 | |||
| Family relations | 6 | 0.7 | |||
| Total quality of life | Sum score | ||||
| Health of parent in general | 1 | ||||
| Health of parent at that moment | 1 | ||||
| Health of child in general | 1 | ||||
| Health of child at that moment | 1 | ||||
| | [ | 4 | Centimetres, kilo-grams, age, ethnicity | Parent |
Notes: 1 Five-point scale, 2 seven-point scale, 3 ten-point scale, 4 six-point scale.
Demographics and weight-related characteristics of the participants.
| Variable | Adult Participants ( | Child ( | ||
|---|---|---|---|---|
| Mean (SD) | Mean (SD) | |||
| Gender | ||||
| Male | 66 (47.8) | 18 (43.9) | ||
| Female | 72 (52.2) | 23 (56.1) | ||
| Age | 55.1 (10.1) | 10.2 (3.5) | ||
| BMI/BMIz 1 | 36.0 (5.8) | 2.4 (0.4) | ||
| Missing | 5 | |||
| Weight status | ||||
| Overweight | 18 (13.5) | 3 (7.3) | ||
| Obesity | 44 (33.1) | 23 (56.1) | ||
| Severe obesity | 45 (33.8) | 11 (26.8) | ||
| Morbid obesity | 26 (19.5) | 4 (9.8) | ||
| Missing | 5 | |||
| BMI of mother 1 | 30.4 (6.5) | |||
| Missing | 7 | |||
| BMI of father 1 | 27.3 (4.6) | |||
| Missing | 14 | |||
| Country of birth | ||||
| The Netherlands | 125 (95.4) | 35 (97.2) | ||
| Other | 6 (4.6) | 1 (2.8) | ||
| Missing | 7 | 5 | ||
| Ethnicity 2 | ||||
| Dutch | 29 (74.4) | |||
| Turkish | 2 (5.1) | |||
| Moroccan | 8 (20.5) | |||
| Missing | 2 | |||
| Educational level of adults or of mother | ||||
| Low | 50 (38.2) | 11 (29.7) | ||
| Intermediate | 53 (40.5) | 16 (43.2) | ||
| High | 28 (21.4) | 10 (27.0) | ||
| Missing | 7 | 4 | ||
| Educational level of father | ||||
| Low | 21 (56.8) | |||
| Intermediate | 9 (24.3) | |||
| High | 7 (18.9) | |||
| Missing | 4 | |||
| Working situation (of parents) | ||||
| Not in work | 67 (51.1) | 6 (15.4) | ||
| One parent in work | 13 (33.3) | |||
| In work | 64 (48.9) | 20 (51.3) | ||
| Missing | 7 | 2 | ||
| Living situation (of parents) | ||||
| Living alone | 38 (28.8) | 7 (17.9) | ||
| Living together | 94 (71.2) | 32 (82.1) | ||
| Missing | 6 | 2 | ||
| Family size | 4.2 (1.1) | |||
| Missing | 2 | |||
Notes: SD = standard deviation, N = number of participants; 1 in kg/m2 or standardized BMI, 2 based on the children’s and parents’ country of birth.
Figure 1Overall changes among the adults regarding motivation, behaviours, quality of life and weight.
Average changes among adults regarding psychological needs, motivation for physical activity and healthy diet, barriers, physical activity, dietary behaviour, quality of life and body mass index (BMI), at T1 and T2 compared to T0, analysed using linear mixed models.
| Outcome Variable | Pre-Test (T0) | Change T1–T0 | Change T2–T0 | ||
|---|---|---|---|---|---|
| Mean (SD) | B (CI) | Effect Size | B (CI) | Effect Size | |
| Psychological needs 1 | |||||
| Autonomy | 4.3 (0.7) | 0.2 (0.0, 0.3) ** | 0.31 | 0.2 (0.1, 0.3) ** | 0.40 |
| Competence | 3.3 (0.9) | 0.2 (0.0, 0.4) | 0.27 | 0.2 (−0.1, 0.4) | 0.29 |
| Relatedness | 3.4 (1.0) | −0.1 (−0.3, 0.1) | 0.04 | −0.1 (−0.4, 0.1) | −0.04 |
| Motivation for physical activity 2 | |||||
| Amotivation | 0.6 (0.7) | 0.0 (−0.1, 0.2) | −0.01 | 0.0 (−0.2, 0.2) | −0.01 |
| External regulation | 0.9 (1.1) | −0.3 (−0.4, −0.1) ** | −0.24 | −0.3 (−0.5, −0.2) *** | −0.28 |
| Introjected regulation | 1.4 (1.0) | 0.0 (−0.2, 0.2) | 0.05 | −0.2 (−0.4, 0.1) | −0.14 |
| | 5.0 (3.9) | −0.4 (−1.2, 0.3) | −0.14 | −0.8 (−1.6, 0.0) * | −0.21 |
| Identified regulation | 2.8 (0.9) | 0.1 (−0.1, 0.3) | 0.16 | 0.0 (−0.2, 0.1) | 0.00 |
| Integrated regulation | 2.2 (1.1) | 0.3 (0.1, 0.5) *** | 0.30 | 0.2 (0.0, 0.4) | 0.14 |
| Intrinsic motivation | 2.5 (1.2) | 0.3 (0.1, 0.5) *** | 0.36 | 0.2 (0.0, 0.4) * | 0.16 |
| | 14.7 (6.3) | 1.9 (0.9, 2.9) *** | 0.33 | 1.0 (0.0, 1.9) | 0.14 |
| Motivation for healthy diet 2 | |||||
| Amotivation | 0.6 (0.8) | 0.0 (−0.2, 0.1) | −0.06 | 0.0 (−0.1, 0.2) | 0.04 |
| External regulation | 2.0 (1.0) | −0.2 (−0.4, −0.1) * | −0.16 | −0.2 (−0.4, 0.0) | −0.15 |
| Introjected regulation | 2.1 (1.0) | −0.2 (−0.4, 0.0) * | −0.14 | −0.2 (−0.4, 0.0) * | −0.19 |
| | 8.0 (3.9) | −0.9 (−1.5, −0.2) * | −0.21 | −0.5 (−1.3, 0.3) | −0.10 |
| Identified regulation | 3.6 (0.6) | 0.0 (−0.2, 0.1) | −0.01 | −0.1 (−0.2, 0.1) | −0.09 |
| Integrated regulation | 2.6 (1.0) | 0.4 (0.2, 0.6) *** | 0.52 | 0.3 (0.1, 0.5) ** | 0.34 |
| Intrinsic motivation | 2.9 (0.9) | 0.2 (0.1, 0.4) *** | 0.38 | 0.0 (−0.1, 0.2) | 0.10 |
| | 17.5 (4.6) | 1.6 (0.9, 2.2) *** | 0.46 | 0.7 (−0.2, 1.5) | 0.19 |
| Barriers 1 | |||||
| Physical activity | 2.5 (0.8) | −0.3 (−0.5, −0.2) *** | −0.52 | −0.3 (−0.4, −0.2) *** | −0.44 |
| Eating a healthy diet | 2.1 (0.8) | −0.3 (−0.5, −0.2) *** | −0.51 | −0.3 (−0.5, −0.1) *** | −0.44 |
| Physical activity | |||||
| Sedentary behaviour 5 | 437.1 (198.8) | −123.2 (−162.2, −84.2) *** | −0.69 | −102.9 (−151.6, −54.2) *** | −0.52 |
| Walking 6 | 284.3 (327.9) | −35.3 (−101.4, 30.7) | −0.15 | −12.1 (−83.2, 59.0) | −0.06 |
| Moderate-intensity activities 6 | 229.6 (326.5) | 72.2 (−23.3, 167.7) | 0.25 | 106.8 (16.5, 197.0) * | 0.32 |
| Vigorous-intensity activities 6 | 96.2 (167.7) | 78.2 (26.3, 130.0) ** | 0.41 | 87.5 (25.4, 149.5) ** | 0.50 |
| | 593.8 (662.6) | 131.6 (−22.6, 285.8) | 0.18 | 202.0 (37.9, 366.1) * | 0.28 |
| Dietary behaviour | |||||
| Breakfast 7 | 6.3 (1.8) | 0.5 (0.2, 0.8) ** | 0.24 | 0.2 (−0.1, 0.5) | 0.11 |
| Fruits 8 | 9.4 (7.6) | 1.8 (0.3, 3.2) * | 0.26 | 0.8 (−0.6, 2.1) | 0.21 |
| Vegetables 9 | 26.8 (12.4) | 2.4 (0.0, 4.7) | 0.21 | 3.0 (−0.9, 6.9) | 0.18 |
| Fruit juices 7 | 2.1 (2.3) | −0.7 (−1.1, −0.3) *** | −0.33 | −0.5 (−1.0, 0.0) | −0.28 |
| Sugar-sweetened beverages 7 | 2.7 (2.9) | −1.0 (−1.5, −0.6) *** | −0.44 | −1.0 (−1.5, −0.5) *** | −0.40 |
| Unhealthy snacks 7 | 8.7 (6.3) | −2.5 (−3.6, −1.5) *** | −0.33 | −1.5 (−2.9, −0.1) * | −0.17 |
| Quality of life | |||||
| Mobility 10 | 1.5 (0.5) | −0.1 (−0.2, 0.0) | −0.16 | 0.0 (−0.1, 0.0) | −0.24 |
| Self-care 10 | 1.1 (0.3) | −0.1 (−0.1, 0.0) * | −0.20 | 0.0 (−0.1, 0.1) | −0.07 |
| Usual activities 10 | 1.4 (0.5) | 0.0 (−0.1, 0.0) | −0.11 | −0.1 (−0.2, 0.1) | −0.19 |
| Pain/discomfort 10 | 1.8 (0.6) | −0.1 (−0.2, 0.0) * | −0.19 | −0.1 (−0.2, 0.0) * | −0.29 |
| Anxiety/depression 10 | 1.5 (0.6) | −0.2 (−0.3, −0.1) *** | −0.37 | −0.2 (−0.3, −0.1) ** | −0.35 |
| | 0.7 (0.3) | 0.1 (0.0, 0.1) ** | 0.24 | 0.1 (0.0, 0.1) * | 0.32 |
| In general 12 | 6.3 (1.4) | 0.5 (0.2, 0.7) *** | 0.42 | 0.7 (0.4, 0.9) *** | 0.57 |
| At that moment 12 | 6.5 (1.3) | 0.3 (0.0, 0.5) | 0.22 | 0.5 (0.2, 0.8) ** | 0.42 |
| Weight and BMI | |||||
| Weight 13 | 105.4 (19.7) | −2.3 (−3.3, −1.3) *** | −0.13 | −1.8 (−2.8, −0.8) *** | −0.11 |
| BMI 14 | 36.2 (5.9) | −0.8 (−1.1, −0.4) *** | −0.13 | −0.6 (−0.9, −0.3) *** | −0.14 |
Notes: Results of linear mixed model analyses (unstructured covariance type); analyses were controlled for background characteristics if they were significantly related to missingness: age, gender, living situation, occupational status, highest completed education and BMI; SD = standard deviation, B is the corrected estimated mean difference in change scores from baseline, CI = confidence interval, significantly different (* p < 0.050; ** p < 0.010; *** p < 0.001); 1 five-point scale (1 = totally disagree; 5 = totally agree), 2 five-point scale (0 = totally disagree; 4 = totally agree), 3 sum score (0 = uncontrolled motivation; 24 = controlled motivation), 4 sum score (0 = no autonomous motivation; 24 = autonomous motivation), 5 outcome measured in minutes per day, 6 minutes per week, 7 frequency per week, 8 pieces per week, 9 serving spoons per week, 10 three-point scale (1 = no disability; 3 = greatly disabled), 11 correction factor (−0.33 = completely unhealthy; 1 = completely healthy), 12 grade (1–10); 13 in kg; 14 in kg/m2.
Figure 2Overall changes among the parents and children regarding parenting, motivation, behaviours, quality of life and BMIz.
Average change reported by parents and children regarding parenting, motivation for physical activity and healthy diet, behaviour-specific cognitions, physical activity, dietary behaviour, sleeping behaviour, quality of life and BMIz, at T1 and T2, analysed with linear mixed models.
| Outcome Variable | Pre-Test (T0) | Change T1–T0 | Change T2–T0 | ||
|---|---|---|---|---|---|
| Mean (SD) | B (CI) | Effect Size | B (CI) | Effect Size | |
| General parenting | |||||
| Monitoring 1,a | 3.4 (1.0) | 0.0 (−0.6, 0.7) | 0.12 | −0.1 (−0.7, 0.5) | −0.01 |
| Consistent discipline 1,a | 2.8 (1.3) | 0.2 (−0.3, 0.8) | 0.19 | 0.3 (−0.4, 1.1) | 0.28 |
| Autonomy support 1,a | 4.1 (1.0) | −0.1 (−0.6, 0.3) | 0.01 | 0.2 (−0.3, 0.7) | 0.18 |
| Problem scale 2 | 2.7 (1.1) | −0.5 (−0.8, −0.1) * | −0.24 | −0.3 (−0.8, 0.2) | −0.23 |
| Confidence scale 3,b | 6.6 (2.3) | 1.3 (0.3, 2.4) ** | 0.74 | 0.4 (−0.9, 1.8) | 0.22 |
| Parenting practices | |||||
| Stimulation to be active and to eat a healthy diet 1 | 4.4 (0.5) | 0.1 (−0.1, 0.3) | 0.15 | 0.0 (−0.2, 0.3) | 0.13 |
| Parental role modelling—healthy eating 1 | 4.0 (0.6) | 0.3 (0.1, 0.6) ** | 0.51 | 0.3 (0.0, 0.5) * | 0.59 |
| Parental role modelling—physical activity 4,a | 3.1 (0.6) | 0.4 (0.2, 0.6) *** | 0.66 | 0.1 (−0.1, 0.3) | 0.19 |
| Food environment 1,a | 3.5 (1.0) | 0.4 (0.0, 0.8) * | 0.35 | 0.5 (0.1, 1.0) * | 0.65 |
| Parental policies 4,a | 3.9 (0.8) | 0.1 (−0.1, 0.4) | 0.35 | −0.1 (−0.4, 0.2) | −0.06 |
| Emotional feeding 4 | 1.3 (0.5) | 0.0 (−0.1, 0.2) | −0.03 | 0.2 (−0.1, 0.5) | 0.32 |
| Instrumental feeding 4 | 1.5 (0.6) | 0.0 (−0.1, 0.2) | −0.22 | 0.0 (−0.2, 0.3) | 0.15 |
| Monitoring physical activity 4 | 3.7 (0.7) | 0.2 (0.0, 0.3) | 0.30 | −0.2 (−0.5, 0.2) | −0.25 |
| Covert control 4 | 2.9 (0.9) | 0.3 (0.0, 0.6) * | 0.35 | 0.3 (0.0, 0.7) * | 0.48 |
| Child control 4 | 2.4 (0.7) | 0.2 (−0.1, 0.5) | 0.22 | 0.1 (−0.2, 0.3) | 0.07 |
| Motivation for physical activity 1 | |||||
| Amotivation a | 0.8 (1.2) | −0.1 (−0.5, 0.3) | 0.00 | −0.3 (−0.8, 0.2) | −0.12 |
| External regulation b | 0.8 (0.7) | −0.1 (−0.8, 0.6) | −0.21 | 0.0 (−0.5, 0.4) | −0.09 |
| Introjected regulation | 1.0 (0.6) | 0.2 (−0.1, 0.4) | 0.13 | −0.2 (−0.6, 0.1) | −0.38 |
| | 5.2 (5.0) | 0.5 (−1.4, 2.5) | −0.11 | −0.4 (−3.4, 2.7) | −0.19 |
| Identified regulation | 2.3 (1.0) | −0.2 (−0.9, 0.4) | −0.03 | 0.1 (−0.4, 0.5) | 0.27 |
| Intrinsic motivation | 2.7 (1.1) | 0.1 (−0.3, 0.6) | 0.48 | 0.0 (−0.6, 0.6) | 0.21 |
| | 12.7 (5.2) | −1.1 (−2.7, 0.4) | 0.30 | −0.4 (−3.2, 2.4) | 0.24 |
| Behaviour-specific cognitions | |||||
| Physical activity enjoyment 1 | 4.0 (0.8) | 0.0 (−0.3, 0.3) | −0.18 | −0.1 (−0.3, 0.1) | −0.14 |
| Habit strength—sports 1 | 3.5 (1.0) | −0.1 (−0.5, 0.4) | −0.29 | −0.1 (−0.4, 0.3) | −0.18 |
| Habit strength—playing outside 1 | 3.3 (1.1) | 0.2 (−0.3, 0.7) | 0.38 | −0.1 (−0.7, 0.5) | 0.23 |
| Habit strength—eating fruits 1 | 3.2 (1.1) | 0.1 (−0.2, 0.4) | 0.42 | 0.4 (−0.2, 1.0) | 0.40 |
| Self-efficacy—playing outside 7 | 2.9 (1.0) | −0.1 (−0.6, 0.3) | −0.23 | 0.1 (−0.5, 0.6) | 0.41 |
| Self-efficacy—eating fruits 7 | 3.2 (0.6) | −0.1 (−0.4, 0.2) | −0.26 | 0.0 (−0.4, 0.3) | 0.09 |
| Attitude—eating fruits 1 | 4.1 (0.6) | −0.3 (−0.5, 0.0) * | −0.42 | −0.2 (−0.4, 0.1) | −0.20 |
| Physical activity 8 | |||||
| Watching television | 9.8 (5.9) | −2.1 (−4.0, −0.2) * | −0.23 | −4.5 (−6.6, −2.4) *** | −0.91 |
| Using a computer | 9.2 (7.2) | 0.5 (−2.0, 3.0) | 0.10 | 1.7 (−0.9, 4.3) | 0.28 |
| Playing outside | 7.4 (6.7) | −1.1 (−3.4, 1.2) | −0.10 | −1.8 (−4.8, 1.1) | −0.29 |
| Engaging in sports | 3.1 (3.6) | 0.4 (−0.8, 1.6) | 0.00 | −0.4 (−1.4, 0.7) | −0.20 |
| Walking or biking to school | 3.0 (3.9) | 0.6 (−0.3, 1.5) | −0.08 | 0.2 (−1.4, 1.9) | 0.09 |
| Walking or biking during leisure time | 4.6 (5.7) | −0.2 (−2.2, 1.9) | −0.10 | −1.4 (−3.4, 0.5) | −0.27 |
| Sports behaviour 9,b | 3.0 (1.5) | −0.9 (−2.2, 0.5) | −0.22 | 1.5 (−0.3, 3.2) | 0.66 |
| Dietary behaviour | |||||
| Breakfast 9 | 6.0 (1.8) | 0.5 (−0.1, 1.1) | 0.24 | 0.0 (−0.4, 0.4) | 0.08 |
| Fruits 10 | 9.3 (6.3) | 2.8 (−2.3, 8.0) | 0.58 | 0.6 (−1.5, 2.7) | 0.03 |
| Vegetables 11,b | 14.5 (9.9) | 6.6 (0.8, 12.3) * | 0.68 | 5.9 (−1.1, 13.0) | 0.92 |
| Water 12 | 16.2 (16.8) | 12.7 (3.2, 22.1) * | 0.61 | 8.3 (1.4, 15.3) * | 0.27 |
| Sugar-sweetened beverages 12 | 8.3 (11.2) | −3.9 (−11.0, 3.3) | −0.23 | −5.6 (−10.5, −0.8) * | −0.55 |
| Diet beverages 12 | 2.7 (5.3) | 2.7 (2.7, 8.0) | 0.61 | −0.5 (−2.6, 1.5) | −0.09 |
| Fruit beverages 12 | 1.9 (2.8) | −0.4 (−3.0, 2.3) | −0.10 | −1.2 (−2.4, 0.0) * | −0.47 |
| Fruit juices 12 | 1.6 (2.4) | −1.1 (−2.0, −0.2) * | −0.40 | −1.0 (−2.0, 0.0) | −0.41 |
| Energy drinks 12,b | 0.1 (0.5) | 0.1 (−0.2, 0.4) | 0.19 | 0.0 (−0.3, 0.3) | −0.05 |
| Unhealthy snacks 9 | 8.3 (4.2) | −0.9 (−2.6, 0.7) | −0.33 | −0.8 (−2.1, 0.5) | −0.17 |
| Sleeping behaviour | |||||
| Sleeping hours 8 | 48.5 (7.8) | 1.2 (−2.4, 4.8) | 0.16 | 0.5 (−3.3, 4.3) | 0.12 |
| Sleeping problems 13 | 0.3 (0.7) | 0.0 (−0.3, 0.4) | 0.22 | −0.1 (−0.4, 0.2) | −0.13 |
| Quality of life | |||||
| Physical comfort 14 | 25.2 (5.3) | 1.9 (0.2, 3.5) * | 0.25 | 1.4 (−0.6, 3.4) | 0.35 |
| Body esteem 14 | 35.4 (8.2) | 1.8 (−0.7, 4.2) | 0.06 | 0.0 (−3.0, 3.1) | 0.01 |
| Social life 14 | 26.0 (4.4) | 0.4 (−0.8, 1.6) | 0.07 | 0.8 (−0.3, 1.8) | 0.14 |
| Family relations 14 | 28.3 (2.4) | 0.8 (−0.3, 1.9) | 0.35 | 0.7 (−0.5, 1.8) | 0.18 |
| | 115.2 (16.5) | 4.4 (0.8, 8.1) * | 0.16 | 2.2 (−3.4, 7.7) | 0.15 |
| Health of parent in general 3 | 7.6 (1.0) | −0.1 (−0.5, 0.3) | −0.13 | −0.2 (−0.6, 0.3) | −0.05 |
| Health of parent at that moment 3 | 7.5 (1.1) | 0.0 (−0.6, 0.7) | −0.07 | −0.2 (−0.7, 0.4) | −0.10 |
| Health of child in general 3 | 7.4 (1.5) | 0.3 (−0.1, 0.8) | 0.22 | −0.1 (−0.6, 0.4) | 0.08 |
| Health of child at that moment 3 | 7.4 (1.6) | 0.5 (0.0, 1.1) | 0.31 | −0.1 (−0.6, 0.4) | 0.13 |
| BMIz | |||||
| BMIz 16 | 2.4 (0.4) | −0.1 (−0.2, 0.0) | −0.24 | 0.0 (−0.1, 0.1) | −0.06 |
Notes: Results of linear mixed model analyses (unstructured covariance type); analyses were controlled for background characteristics if they were significantly related to missingness: age, gender, living situation, occupational status, highest completed education and BMIz; SD = standard deviation, B is the corrected estimated mean difference in change scores from baseline, CI = confidence interval, significantly different (* p < 0.050; ** p < 0.010; *** p < 0.001), a 1-item analysis, b compound symmetry analysis; 1 five-point scale (1 = totally disagree; 5 = totally agree), 2 seven-point scale (1 = no problem at all; 7 = very much a problem), 3 grade (1–10), 4 five-point scale (1 = never; 5 = always), 5 sum score (0 = uncontrolled motivation; 24 = controlled motivation), 6 sum score (0 = no autonomous motivation; 20 = autonomous motivation), 7 five-point scale (1 = very hard; 5 = not hard at all), 8 hours per week, 9 frequency per week, 10 pieces per week, 11 serving spoons per week, 12 cups per week, 13 five-point scale (0 = no problems; 1 = 1 problem; 4 = 4 problems), 14 five-point scale (1 = always true; 5 = never true), 15 scale (1 = worse; 135 = best), 16 standardized BMI.