| Literature DB >> 29642628 |
Saskia C M Franken1,2, Crystal R Smit3, Moniek Buijzen4.
Abstract
Sugar-sweetened beverage (SSB) consumption and the associated childhood obesity are major concerns in the Caribbean, creating a need for interventions promoting water consumption as a healthy alternative. A social network-based intervention (SNI) was tested among Aruban children to increase their water consumption and behavioral intention to do so and, consequently, to decrease SSB consumption and the associated behavioral intention. In this study, the moderating effects of descriptive and injunctive norms were tested. A cluster randomized controlled trial was completed in schools (mean age = 11 years ± SD = 0.98; 54% girls). Children were assigned to the intervention group (IG; n = 192) or control group (CG; n = 185). IG children were exposed to peer influencers promoting water consumption and CG children were not. Regression analyses showed that water consumption increased for IG children with a high injunctive norm score (p = 0.05); however, their intention to consume more water remained unchanged (p = 0.42). Moreover, IG children showed a decrease in SSB consumption (p = 0.04) and an increase in their intention to consume less SSB (p = 0.00). These findings indicate that SNIs are a promising instrument for health behavioral changes for Aruba and other islands in the Caribbean region.Entities:
Keywords: Aruba; Caribbean; PROCESS moderation analysis; children; cluster randomized control trial; health; social network; social norms; sugar-sweetened beverage consumption; water consumption
Mesh:
Year: 2018 PMID: 29642628 PMCID: PMC5923755 DOI: 10.3390/ijerph15040713
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 3.390
Figure 1Flow diagram of participants.
Descriptive statistics for the intervention and control groups pre-intervention 1,2,3.
| Measure | Intervention ( | Control ( | |
|---|---|---|---|
| Age (years) | 11.4 ± 0.9 (10–14) | 11.4 ± 1.0 (10–14) | 0.72 |
| Boys/girls ( | 93/99 | 82/103 | 0.42 |
| Thirst (15-cm Visual Analogue Scale) | 5.8 ± 4.4 (0–15) | 5.9 ± 4.7 (0–15) | 0.83 |
| Water consumption (i.e., glasses) | 4.7 ± 1.9 (1–8) | 4.3 ± 1.9 (1–8) | 0.02 |
| SSB 5 consumption (i.e., glasses) | 5.2 ± 3.5 (0–20) | 4.9 ± 3.0 (0–16) | 0.27 |
| Water consumption intention | 3.4 ± 0.6 (1–4) | 3.4 ± 0.7 (1–4) | 0.75 |
| SSB consumption intention | 2.9 ± 0.8 (1–4) | 2.9 ± 0.8 (1–4) | 0.40 |
| PDNW 6 | 2.8 ± 0.7 (1–4) | 2.6 ± 0.8 (1–4) | 0.04 |
| PINW 7 | 2.7 ± 1.0 (1–4) | 2.4 ± 1.0 (1–4) | 0.00 |
| PDNS 8 | 2.8 ± 0.7 (1–4) | 2.9 ± 0.7 (2–4) | 0.06 |
| PINS 9 | 1.8 ± 0.8 (1–4) | 1.6 ± 0.8 (1–4) | 0.22 |
1 n = 377. 2 Values are presented as means ± standard deviations. 3 Values in parentheses denote the minimum and maximum of the response categories. 4 p values reflect the differences in the means between the two groups by independent samples t-test or Pearson’s chi square test. 5 Sugar-sweetened beverage. 6 Perceived descriptive norm related to water consumption. 7 Perceived injunctive norm related to water consumption. 8 Perceived descriptive norm related to SSB consumption. 9 Perceived injunctive norm related to SSB consumption. SSB: Sugar-sweetened beverage.
Moderated regression analysis examining the interaction effects between intervention group, perceived descriptive norm related to water consumption (PDNW) and perceived injunctive norm related to water consumption (PINW) on water consumption over time 1.
| Water Consumption T2 ( | ||||||
|---|---|---|---|---|---|---|
| Variable | SE | 95% CI | ||||
| Lower | Upper | |||||
| Constant | 6.96 | 1.08 | 6.45 | 0.00 | 4.84 | 9.08 |
| Intervention (predictor) | 0.12 | 0.18 | 0.67 | 0.50 | −0.23 | 0.47 |
| PDNW T1 (moderator) | 0.03 | 0.09 | 0.34 | 0.74 | −0.15 | 0.22 |
| PINW T1 (moderator) | 0.06 | 0.09 | 0.75 | 0.45 | −0.11 | 0.24 |
| Intervention X PDNW (interaction term) | −0.13 | 0.18 | −0.70 | 0.49 | −0.48 | 0.23 |
| Intervention X PINW (interaction term) | 0.38 | 0.17 | 2.20 | 0.03 | 0.04 | 0.71 |
| Water consumption T1 (covariate) | 1.01 | 0.09 | 10.81 | 0.00 | 0.83 | 1.19 |
| Thirst T1 (covariate) | 0.01 | 0.02 | 0.45 | 0.65 | −0.04 | 0.06 |
| Thirst T2 (covariate) | 0.05 | 0.02 | 2.34 | 0.02 | 0.01 | 0.10 |
| Sex (covariate) | −0.07 | 0.19 | −0.37 | 0.71 | −0.43 | 0.30 |
| Age (covariate) | −0.24 | 0.09 | −2.62 | 0.01 | −0.42 | −0.06 |
| Overall model: | ||||||
1 T1 = pre-intervention and T2 = post-intervention.
Moderated regression analysis examining the interaction effects between intervention group, perceived descriptive norm related to SSB consumption (PDNS) and perceived injunctive norm related to SSB consumption (PINS) on sugar-sweetened beverage (SSB) consumption over time 1.
| SSB Consumption T2 ( | ||||||
|---|---|---|---|---|---|---|
| Variable | SE | 95% CI | ||||
| Lower | Upper | |||||
| Constant | 0.95 | 0.38 | 2.49 | 0.01 | 0.20 | 1.71 |
| Intervention (predictor) | −0.12 | 0.06 | −2.02 | 0.04 | −0.24 | 0.00 |
| PDNS T1 (moderator) | 0.01 | 0.05 | 0.20 | 0.84 | −0.08 | 0.10 |
| PINS T1 (moderator) | 0.05 | 0.04 | 1.30 | 0.19 | −0.03 | 0.13 |
| Intervention X PDNS (interaction term) | −0.04 | 0.09 | −0.45 | 0.65 | −0.22 | 0.14 |
| Intervention X PINS (interaction term) | −0.08 | 0.08 | −1.00 | 0.32 | −0.23 | 0.08 |
| SSB consumption T1 (covariate) | 0.61 | 0.05 | 11.79 | 0.00 | 0.51 | 0.72 |
| Thirst T1 (covariate) | −0.01 | 0.01 | −1.07 | 0.28 | −0.02 | 0.01 |
| Thirst T2 (covariate) | 0.01 | 0.01 | 0.98 | 0.33 | −0.01 | 0.02 |
| Sex (covariate) | −0.11 | 0.06 | −1.69 | 0.09 | −0.24 | 0.02 |
| Age (covariate) | 0.00 | 0.03 | −0.05 | 0.96 | −0.06 | 0.06 |
| Overall model: | ||||||
1 T1 = pre-intervention and T2 = post-intervention.
Figure 2Interaction effects between the intervention group or control group and low or high perceived injunctive norm related to water consumption (PINW) for post-intervention water consumption.
Moderated regression analysis examining the interaction effects between the intervention group, perceived descriptive norm related to water consumption (PDNW) and the perceived injunctive norm related to water consumption (PINW) on the behavioral intention to consume more water over time 1.
| Behavioral Intention to Consume More Water T2 ( | ||||||
|---|---|---|---|---|---|---|
| Variable | SE | 95% CI | ||||
| Lower | Upper | |||||
| Constant | 1.97 | 0.45 | 4.42 | 0.00 | 1.09 | 2.84 |
| Intervention (predictor) | 0.05 | 0.06 | 0.80 | 0.42 | −0.07 | 0.17 |
| PDNW T1 (moderator) | 0.07 | 0.04 | 1.84 | 0.07 | −0.00 | 0.14 |
| PINW T1 (moderator) | 0.00 | 0.03 | 0.14 | 0.89 | −0.06 | 0.07 |
| Intervention X PDNW (interaction term) | −0.04 | 0.07 | −0.61 | 0.54 | −0.18 | 0.10 |
| Intervention X PINW (interaction term) | −0.04 | 0.07 | −0.54 | 0.59 | −0.18 | 0.10 |
| Behavioral intention to consume more water T1 (covariate) | 0.57 | 0.06 | 9.25 | 0.00 | 0.45 | 0.69 |
| Thirst T1 (covariate) | −0.00 | 0.01 | −0.60 | 0.55 | −0.02 | 0.01 |
| Thirst T2 (covariate) | 0.01 | 0.01 | 0.92 | 0.36 | −0.01 | 0.02 |
| Sex (covariate) | 0.16 | 0.07 | 2.37 | 0.02 | 0.03 | 0.29 |
| Age (covariate) | −0.06 | 0.03 | −2.06 | 0.04 | −0.13 | 0.00 |
| Overall model: | ||||||
1 T1 = pre-intervention and T2 = post-intervention.
Moderated regression analysis examining the interaction effects between intervention group, perceived descriptive norm related to SSB consumption (PDNS) and perceived injunctive norm related to SSB consumption (PINS) on the behavioral intention to consume less sugar-sweetened beverage (SSB) over time 1.
| Behavioral Intention to Consume Less SSB T2 ( | ||||||
|---|---|---|---|---|---|---|
| Variable | SE | 95% CI | ||||
| Lower | Upper | |||||
| Constant | 1.91 | 0.51 | 3.74 | 0.00 | 0.91 | 2.91 |
| Intervention (predictor) | 0.30 | 0.08 | 3.93 | 0.00 | 0.15 | 0.46 |
| PDNS T1 (moderator) | 0.00 | 0.05 | 0.02 | 0.98 | −0.10 | 0.10 |
| PINS T1 (moderator) | 0.11 | 0.05 | 2.16 | 0.03 | 0.01 | 0.20 |
| Intervention X PDNS (interaction term) | −0.11 | 0.11 | −1.04 | 0.30 | −0.33 | 0.10 |
| Intervention X PINS (interaction term) | 0.14 | 0.10 | 1.46 | 0.14 | −0.05 | 0.33 |
| Behavioral intention to consume less SSB T1 (covariate) | 0.46 | 0.06 | 7.66 | 0.00 | 0.35 | 0.58 |
| Thirst T1 (covariate) | −0.01 | 0.01 | −0.73 | 0.47 | −0.03 | 0.01 |
| Thirst T2 (covariate) | 0.02 | 0.01 | 2.37 | 0.02 | 0.00 | 0.04 |
| Sex (covariate) | 0.19 | 0.08 | 2.44 | 0.02 | 0.04 | 0.34 |
| Age (covariate) | −0.07 | 0.04 | −1.68 | 0.09 | −0.14 | 0.01 |
| Overall model: | ||||||
1 T1 = pre-intervention and T2 = post-intervention.