| Literature DB >> 26381609 |
Rebecca Wyse1,2,3, Luke Wolfenden4,5,6, Alessandra Bisquera7,8.
Abstract
BACKGROUND: The home food environment can influence the development of dietary behaviours in children, and interventions that modify characteristics of the home food environment have been shown to increase children's fruit and vegetable consumption. However to date, interventions to increase children's fruit and vegetable consumption have generally produced only modest effects. Mediation analysis can help in the design of more efficient and effective interventions by identifying the mechanisms through which interventions have an effect. This study aimed to identify characteristics of the home food environment that mediated immediate and sustained increases in children's fruit and vegetable consumption following the 4-week Healthy Habits telephone-based parent intervention.Entities:
Mesh:
Year: 2015 PMID: 26381609 PMCID: PMC4574567 DOI: 10.1186/s12966-015-0281-6
Source DB: PubMed Journal: Int J Behav Nutr Phys Act ISSN: 1479-5868 Impact factor: 6.457
Fig. 1Example of path analysis model with single mediator (at a single time point)
Fig. 2Combined model: Path analysis model with all mediators included (at a single time point)
Fig. 3Final mediation model
Differences in proposed mediators between treatment groups at 2-month and 12-month follow-up
| 2-months | 12-months | |||||||
|---|---|---|---|---|---|---|---|---|
| Treatment |
| Treatment |
| |||||
| Proposed mediator | Category | Intervention ( | Control ( | Intervention ( | Control ( | |||
| Change score | Availability | mean (SD) | 1.0 (4.7) | 0.7 (4.4) | 0.4721 | 1.1 (4.2) | 0.3 (5.2) | 0.3437 |
| Parent Intake (F&V serves/day) | mean (SD) | 1.0 (1.8) | 0.1 (1.5) | <0.0001 | 0.6 (2.0) | 0.0 (1.7) | 0.1459 | |
| Role modelling (Times/day) | mean (SD) | 0.5 (1.7) | 0.4 (1.5) | 0.3312 | −0.0 (1.9) | 0.0 (1.4) | 0.7426 | |
| Parent provision (Times/day children provided F&V) | mean (SD) | 1.1 (1.7) | 0.4 (1.4) | 0.0006 | 0.7 (1.5) | 0.3 (1.4) | 0.0232 | |
| Pressure | mean (SD) | −0.2 (0.6) | −0.1 (0.6) | 0.1339 | −0.2 (0.6) | 0.0 (0.7) | 0.0413 | |
| Single point in time | Eats together (as a family at a table/bench) | Everyday (=1) 0–6 days/week (=0) | 108 (60 %) | 109 (61 %) | 0.7023 | 104 (63 %) | 99 (61 %) | 0.2920 |
| Television dinner (Eat dinner in front of the TV) | 1–7 days/week (=1) Never (=0) | 91 (51 %) | 89 (49 %) | 0.5435 | 77 (47 %) | 77 (48 %) | 0.4788 | |
| Accessibility | ||||||||
| - Neither F nor V | 0.0 | 24 (14 %) | 33 (18 %) | 0.2039 | 27 (16 %) | 26 (16 %) | 0.4761 | |
| - F or V, not both | 1.0 | 64 (36 %) | 85 (47 %) | 57 (35 %) | 66 (41 %) | |||
| - Both F & V | 2.0 | 88 (50 %) | 61 (34 %) | 80 (49 %) | 68 (43 %) | |||
| Reward child with desserts etc. if finish plate at dinner? | Never/rarely | 82 (46 %) | 60 (33 %) | 0.0557 | 77 (47 %) | 64 (40 %) | 0.6543 | |
| Ask child to eat everything on plate at dinner | Never/rarely | 70 (39 %) | 42 (23 %) | 0.1481 | 48 (29 %) | 45 (28 %) | 0.6901 | |
| Generally allow child to eat only at set meal times | All/most of the time | 75 (42 %) | 74 (41 %) | 0.7101 | 72 (44 %) | 65 (40 %) | 0.2796 | |
Direct and mediated effects at 2 months
| Standardised effects of treatment on outcome (se) | |||||
|---|---|---|---|---|---|
| Outcome | Mediator | Direct effect |
| Mediated effect |
|
| Children’s F&V score (2 months) | Parent intake (2 months)a | 0.12 (0.04) | 0.0049 | 0.02 (0.01) | 0.0564 |
| Parent provision (2 months)a | 0.06 (0.04) | 0.1010 | 0.07 (0.02) | <0.0001 | |
| Pressure (2 months)a | 0.14 (0.04) | 0.0009 | 0.00 (0.00) | 0.5512 | |
| Combined model (2 months)b | 0.05 (0.04) | 0.2512 | 0.09 (0.02) | <0.0001 | |
Fit statistics: AGFI = 0.9745, RMSEA = 0.0290, SRMSR = 0.0336
aSee Fig. 1 for example
bSee Fig. 2 for example
Direct and mediated effects at 12 months
| Standardised effects of treatment on outcome (se) | |||||
|---|---|---|---|---|---|
| Outcome | Mediator | Direct effect |
| Mediated effect |
|
| Children’s F&V score (12 months) | Parent intake (12 months)a | 0.16 (0.04) | 0.0002 | 0.02 (0.01) | 0.0315 |
| Parent provision (12 months)a | 0.14 (0.04) | 0.0006 | 0.04 (0.02) | 0.0169 | |
| Pressure (12 months)a | 0.17 (0.04) | 0.0002 | 0.01 (0.01) | 0.2467 | |
| Combined model (12 months)b | 0.11 (0.04) | 0.0067 | 0.06 (0.02) | 0.0025 | |
Fit statistics: AGFI = 0.9432, RMSEA = 0.0726, SRMSR = 0.0574
aSee Fig. 1 for example
bSee Fig. 2 for example
Final Mediation Model–direct and mediated effects of treatment (group allocation) and each mediator on 12-month outcome (child fruit and vegetable consumption score)
| Standardised effects of treatment & mediators on 12-month outcome (child fruit and vegetable consumption score) (se) | ||||
|---|---|---|---|---|
| Variable | Direct effect |
| Mediated effect |
|
| Group allocation | 0.08 (0.04) | 0.0274 | 0.11 (0.02)a | <0.0001 |
| Parent provision (2 months) | 0 | 0.24 (0.03)b | <0.0001 | |
| Parent provision (12 months) | 0.25 (0.04) | <0.0001 | 0 | |
| Parent intake (2 months) | 0 | 0.10 (0.03)c | 0.0002 | |
| Parent intake (12 months) | 0.13 (0.04) | 0.0003 | 0 | |
| Children’s F&V score (2 months) | 0.36 (0.05) | <0.0001 | 0 | |
Fit statistics: AGFI = 0.9434, RMSEA = 0.0563, SRMSR = 0.0560
athis is the effect of group allocation on the 12 months F&V consumption that is mediated through parent provision and intake at 2 and 12 months, and F&V consumption at 2 months
bthis is the effect of parent provision at 2 months on 12 months F&V consumption that is mediated through parent provision at 12 months and F&V consumption at 2 months
cthis is the effect of parent intake at 2 months on 12 months F&V consumption that is mediated through parent intake at 12 months and F&V consumption at 2 months