Skip to main content
. 2022 Aug 29;2022(8):CD011677. doi: 10.1002/14651858.CD011677.pub3

Mobley 2012.

Study characteristics
Methods Trial name: HEALTHY
Study design: cluster‐RCT for implementation outcome
Intervention duration: about 3.5 years (autumn 2006 to spring 2009)
Length of follow‐up from baseline: about 3.5 years
Differences in baseline characteristics: stated as similar but not shown
Unit of allocation: schools
Unit of analysis: schools
Participants School type: middle schools
Region: 10 school districts located at 7 sites across the US
Demographic/socioeconomic characteristics: schools were serving largely minority and lower income populations
Inclusion criteria
‐ Student body was representative of the adolescent population at risk for type 2 diabetes, defined as either ≥ 50% minority (African American, Hispanic/Latino, American Indian, or a combination) or > 50% eligible for free or reduced lunch, or both.
‐ Annual student attrition from all causes ≤ 25%.
‐ Expected cohort size at end of study was ≥ 50 per school.
‐ School authorities were willing to accept randomisation of an individual school to intervention or control. If a school was assigned to the intervention programme, this meant that the school must have arranged tasks/requirements needed to comply with the trial protocol.
‐ School permitted to perform grade‐wide collection of height, weight, gender, age and race/ethnicity at baseline.
‐ The school assisted with mass mailings of study materials to students' homes.
‐ The school district possessed or obtained Federal Wide Assurance to conduct research.
‐ Appropriate school authorities agreed to adhere to the protocol.
Number of schools allocated: 42 (21 intervention, 21 control)
Numbers by trial group
n (controls baseline) = 21
n (controls follow‐up) = 21
n (interventions baseline) = 21
n (interventions follow‐up) = 21
Recruitment
‐ Each site recruited 6 middle schools that were randomised into intervention or control.
‐ Students provided parental informed consent.
Recruitment rate: not reported
Interventions Number of experimental conditions: 2 (1 intervention, 1 control)
Policies, practices or programmes targeted by the intervention
The following nutritional goals were set for the NSLP, SBP and à la carte school food services
‐ Lower the mean fat content of food served in schools.
‐ Serve ≥ 2 servings of fruit or vegetables (or both) per student on NSLP and ≥ 1 serving per student on SBP each day.
‐ Serve all dessert and snack foods with ≤ 200 kcal per single size serving or package, or both.
‐ Eliminate milk > 1% fat, all other added sugar beverages, and 100% fruit juice (100% fruit juice may only be served as ≤ 6 ounces as part of SBP).
‐ Serve ≥ 2 servings of high fibre (≥ 2 g of fibre per serving) grain‐based foods or legumes (or both) per student on NSLP and ≥ 1 serving per student on SBP each day.
Implementation strategies
EPOC: educational meetings
‐ Provision of staff training (Food Services Manager and staff).
‐ Educational events held during lunchtime in and around the cafeteria.
EPOC: educational games
‐ Conducted 'taste tests' of new products and unfamiliar foods, including conducting comparison of available items.
EPOC: external funding
‐ Intervention schools received USD3000 per year to defray expenses and potential loss of income and received USD125 for cafeteria enhancements, and to attend training.
EPOC: tailored intervention
‐ Research staff worked with food service managers to identify barriers and develop solutions for schools to achieve selected goals.
EPOC: educational materials
‐ Curricula, posters, brief messages displayed near serving lines.
EPOC: educational outreach
‐ Research staff met weekly with food service managers to observe the food environment and to plan and support goal achievement.
EPOC: the use of information and communication technology
‐ Engagement with social marketing experts to generate content and offer guidance on the school social marketing efforts.
EPOC: other
‐ Intervention launch and finale; these events were designed to promote global awareness for the programme at participating schools. Family outreach including delivery of newsletters and materials.
‐ Meetings with district level staff and buyers who procure food and with food distributors, to solicit support for change.
Theoretical underpinning: social‐ecological models
Description of control: control school followed existing school district standards and guidelines.
Outcomes Outcome relating to the implementation of school policies, practices or programmes
12 scores across the following variables:
‐ Lower than average fat content
‐ Serve 2 servings of fruit and vegetables
‐ Serve all desert and snack foods with < 200 kcal
‐ Eliminate milk > 1% fat
‐ Serve ≥ 2 servings of high fibre
Data collection method
‐ Data collected by trained staff not involved in the intervention.
‐ Nutrition data were extracted from food service management source documents maintained by school food service personnel.
‐ Mean food group servings and nutrient amounts served per day were calculated by the trained programme staff using the food service staff records.
Validity of measures used: not reported; however, the measures used were objective.
Outcome relating to cost: yes
Data collection method: by income statements, federal meal records and sales data
Validity of measures used: not reported
Outcome relating to adverse consequences: adverse impact on scholastic performance.
Data collection method: state accountability tests and the total number and passing rates of students taking the test. Grade and school level data were recorded – no individual student data were collected.
Validity of measures used: not reported
Outcome relating to child diet, PA or weight status: assessed self‐reported dietary intake (energy, macronutrient and grams consumed of selected food groups). Height, waist circumference and BMI.
Data collection method
Dietary intake: Block Kids Questionnaire
Anthropometry: height (Perspective Enterprises PE‐AIM‐101 stadiometer) and weight (SECA Alpha 882 and SECA Large Capacity 634 electronic scales) were measured without shoes. Waist circumference was taken using a tape measure on bare skin measured just above the iliac crest.
Validity of measures used
Dietary intake:not reported
Anthropometry: valid
Notes Notes: this trial also contained a PA component as part of their policy, practice or programmes implemented; however, the trial was downgraded to a nutrition trial only as it did not report implementation outcomes for PA.
Research funding: National Institute of Diabetes and Digestive and Kidney Diseases and the National Institute of Health grant numbers U01‐DK61230, U01‐DK61249, U01‐DK61231, and U01‐DK61223 to the STOPP‐T2D collaborative group.
Conflicts of interest: 1 author received consulting fees from McDonald's Global Advisory Committee and another received consulting fees from General Mills and ConAgra Foods. The remaining authors declared no conflict of interest.
Risk of bias
Bias Authors' judgement Support for judgement
Random sequence generation (selection bias) Unclear risk Schools were randomly allocated to experimental group. Random sequence generation procedure was not described.
Allocation concealment (selection bias) Unclear risk No information provided about allocation concealment and, therefore, it was unclear if allocation was concealed.
Blinding of participants and personnel (performance bias)
Implementation outcome High risk Outcome group: all
Given the nature of the intervention, participants and study personnel were likely to have been aware of study allocation and, therefore, high risk of performance bias.
Outcome: child BMI, adverse effects
Low: objectively measured.
Blinding of outcome assessment (detection bias)
Implementation outcome Low risk Outcome group: à la carte, nutrition goals, food group servings, adverse effects.
Data were collected at baseline and end of study by trained study staff not involved in implementing the intervention.
Incomplete outcome data (attrition bias)
Implementation outcome Low risk Outcome group: all outcomes
All 42 schools were retained; therefore, risk of attrition bias was low. Loss to follow‐up among students similar (about 28%) for intervention and control groups at 2 years. No mention of ITT analysis in manuscripts.
Selective reporting (reporting bias) Low risk Protocol was available and outcomes reported were consistent.
Other bias Low risk Appeared free from other bias.
Overall risk of bias assessment Low risk Most domains were at low risk of bias.