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Table 1 Descriptive characteristics of studies eligible for secondary analysis

From: Examining subgroup effects by socioeconomic status of public health interventions targeting multiple risk behaviour in adolescence

Study

Setting

Population

Intervention

Primary outcome(s)

SES measure at baseline

Effect

Risk of Bias

Bodin and Leifman 2011 [54]

Community, Sweden

128 recruited, 65 to intervention, 63 to control

Adult mentoring over the course of one year

Alcohol use

Drunk in the last month

Delinquency

Substance use in the last 6 months

Tobacco user Depressive symptoms

Parental degree

No significant outcome differences between the groups. Low statistical power preclude definite conclusions.

Raising Healthy Children

Brown et al 2005 [55]

Schools in Washington, USA

1,040 students from 10 schools, 5 schools to intervention and 5 to control.

Prevention strategies that address risk and protective factors that consisted of teacher development workshops, student after-school tutoring sessions and parenting workshops for families.

Substance use: alcohol, marijuana and tobacco use.

Household income status

There were significant intervention effects in growth trajectories for frequency of alcohol and marijuana use but not for use versus non-use.

Family Check-Up

Connell et al 2007 [56]

Middle Schools, Oregon USA

998 recruited from 3 middle schools, 500 to intervention 498 to control

Universal classroom-based intervention, the Family Check-Up and family management treatment

Adolescent substance use: tobacco, alcohol, drugs

Problem behaviour: antisocial behaviour and offending

Free school meal eligibility

Relative to controls, adolescents whose parents engaged in the Family Check-Up exhibited less growth in alcohol, tobacco, and marijuana use and problem behaviour during ages 11 through 17. There was also a decreased risk for substance use and arrests by age 18.

DARE-A and RSTP D'Amico 2002 [57]

One high school, USA

300 recruited from 1 school. 75 to intervention arm 1, 75 to intervention arm 2, 150 control.

Risk skills training programme interactive group session and DARE-A drug abuse and resistance education programme.

Tobacco

Alcohol use

Marijuana use Violence

Victimisation

Family income

RSTP participants decreased participation in several risk behaviours as post-test, but reductions were not maintained at 6-month follow-up. Both the control and the DARE-A groups decreased negative alcohol expectancies and the control group increased alcohol consumption.

LIFT

DeGarmo et al 2009 [58]

Schools in North West USA

671 recruited from 12 schools

Parent management training, child social and problem solving skills and school recess component

Alcohol use

Cannabis use

Tobacco use

Arrests

Annual household income

LIFT had a significant effect on reducing the rate of growth in use of tobacco, alcohol and illicit drugs. Average tobacco use reductions were mediated by increases in family problem solving.

All Stars

Gottfredson et al 2010 [43] (included in subgroup analysis)

Schools in Maryland, USA

447 from 5 schools. 224 participants to intervention 223 to control

All Stars programme with lessons about substance use prevention, violence prevention and “plus” lessons reinforcing attitudes to behaviour change. Programme delivered in an after school setting.

Alcohol initiation

Tobacco initiation Marijuana initiation Drug use in the past 30 days

School attendance

Free school meal eligibility,

Parent income

Results show no difference between the treatment and control students and post-test at any outcomes or mediators. No positive effects were found for youths receiving higher dosage.

Parents who care

Haggerty et al 2007 [59]

Seattle, USA

331 youths and parents, 107 to intervention 1, 118 to intervention 2 and 106 to control

SA group - 10 week programme including video and workbook, family consultant contact by phone.

Violence in the past 30 days

Alcohol use

Initiation of sex

Illegal drug use

Marijuana use Cigarette use

Household income and parental education

No intervention effect was found on rate of change in attitudes about drug use or frequency of delinquent behaviour. Regression analysis with multiple imputation found a reduction in favourable attitudes to drug use and significantly less violent behaviour than the controls. No effects were found for drug use or delinquency. Both intervention groups were found to be less likely to initiate substance use and/or sexual activity than those in the control arm.

Keepin’ it Real

Hecht et al 2003 [59]

Elementary schools, USA

1,556 students from 23 schools. 10 schools to intervention and 13 schools to control.

Originally an intervention for 7th grade students adapted for young students in 5th grade. The program consists of 10, 45-minute lessons which incorporate 5 videos and content on enhancing anti-drug expectancies, normative beliefs and refusal self-efficacy and facilitating decision-making and resistance skills.

Tobacco use Alcohol use

Marijuana use

Free school meal eligibility

The intervention generally appeared no more effective than the control schools’ programming in changing students’ resistance or decision-making skills; substance use intentions, expectations, normative beliefs or life time and recent substance use.

Family Schools Partnership and Classroom Centred

Ialango et al 1999 [60]

Primary schools Maryland, USA

230 to CC, 229 to FSP and 219 to control

CC- Curriculum enhancement and behaviour management and weekly meeting to promote problem solving skills. FSP – training for teachers in parent communication, weekly home-school learning, nine workshops and a school psychologist.

Aggressive and shy behaviour

Substance use

Affective disorder Conduct disorder

Free school meal eligibility

CC and FSP participants were found to have significantly fewer problem behaviours than control participants as rated by teachers.

Good Behaviour Game

Kellam et al 2014 [61]

Primary Schools in Maryland, USA

1196 from 19 schools. 238 to intervention 169 to control.

Classroom team-based behaviour management strategy. Children assigned to teams and rewarded for good behaviour.

Alcohol abuse

Drug use

Smoking

High school graduation Condom use

Free/reduced school meal status

By young adulthood significant impact was found among males in intervention group in reduced drug and alcohol abuse, regular smoking and antisocial personality disorder.

Prevencanadol

Lana et al 2014 [31]

(included in subgroup analysis)

Secondary schools in Spain and Mexico

2001, 1014 to intervention 987 to control

Website to learn how to prevent and treat main cancer risk behaviours. Weekly texts to encourage compliance with healthy behaviours.

Smoking

Dietary fat

Alcohol

Sedentarism

Not enough fruits

Overweight/obesity

Parental degree

At 9 month follow up, the prevalence of students who did not eat fruit reduced significantly in both intervention groups. Being overweight reduced in intervention group 2. Overall cancer behavioural risk score decreased in both intervention groups.

Michigan Model for Health

O’Neill et al 2011 [62]

Schools in Michigan and Indiana, USA

2512 from 52 schools. 1345 in intervention schools, 1167 in control schools.

52 lessons delivered over a 2-year period. Content included social and emotional health, alcohol, tobacco, other drugs, safety, nutrition and physical activity.

Social and Emotional Skills

Drug refusal skills

Alcohol use

Anti-social behaviour

Tobacco use

Proportion of school eligible for free/reduced school meal

Students in the intervention group had better interpersonal communication skills, social and emotional skills and drug refusal skills than control students. Intervention students reported lower intentions to use alcohol and tobacco and less alcohol and tobacco use initiated in the last 30 days, as well as reduced levels of aggression.

Healthy for Life

Piper et al 2000 [63] (included in subgroup analysis)

Secondary schools, Wisconsin USA

2,483 from 21 schools, 827 to age appropriate intervention 758 to intensive intervention and 898 to control.

54-lesson curriculum delivered in either an intensive twelve week block or in three four-week segments (age appropriate). Use of peer leaders, parent-adult interviews, parent orientation, health advocacy, students making public commitments to health behaviours.

Nutrition

Alcohol use

Sexual intercourse

Marijuana use

Tobacco use

Maternal education

The intervention had minimal effect on participating students relative to control schools. The Intensive version was more effective than the Age Appropriate version, with small positive results on four measures (frequency of meals, perceptions of peer use, cigarettes and marijuana) and small negative effects on alcohol use.

Life Skills Training plus Strengthening Families Program: For Parents and Youth 10-14.

Spoth et al 2008 [64]

Schools in Midwest USA

1677 students from 36 schools. 543 students were assigned to intervention 1 which combine two elements (LST + SFP 10-14), 622 were assigned to LST only and 489 went to the control group.

Together the two intervention programmes targeted family, individual, school and peer related factors associated with adolescent substance use. The intervention is a 15-session classroom based programme (LST) based on social learning theory. The primary goal is to promote skill development concerning the avoidance of substance use. The additional 7-session SFP: 10-10 program targets factors in the family environment with goals of enhancing parenting skills as well as peer resistance skills.

Alcohol use

Marijuana use

Tobacco use

Free/reduced school lunch

For all substance initiation outcomes one or both the intervention groups showed significant differences at 12th grade and growth trajectory outcomes compared with the control group.

Walker et al 2002 [65]

General Practice Surgeries, Hertfordshire UK

1488, 746 to intervention and 742 to control

20 minute discussion with a practice nurse making plans to live a healthier lifestyle.

Alcohol use

Physical activity Tobacco use

Unhealthy diet

Parental occupation

More intervention students reported positive change for diet and exercise and at least one of four behaviours (diet, exercise, smoking, drinking alcohol) at 3-month follow-up, but this did not persist at 12 months.

Fourth R: Skills for Youth Relationships

Wolfe et al 2012 [30] (iB.)

Secondary schools, Ontario, Canada

1722 from 10 schools. 968 to intervention 754 in control.

Program taught in place of existing health curriculum. A 21 lesson curriculum delivered by teachers with specialism in health and physical education.

Physical dating violence

Physical peer violence

Condom use

Problem substance use

Parental education

Physical dating violence was greater in control students than intervention students. The intervention effect was greater in boys than girls. The main effects for other outcomes did not have statistically strong evidence. However, boys who received the intervention show in a significant difference in condom use.

  1. Descriptive characteristics of studies eligible for secondary analysis including: Study name, author names and reference; setting; population; intervention; primary outcome(s); SES measure at baseline; effect; risk of bias assessment. Table 1 key for the risk of bias assessment:
  2. Risk of bias assessment refers to the following seven domains, in the order they appear in the table, as instructed by Cochrane:
  3. 1. Random sequence generation (selection bias)
  4. 2. Allocation concealment (selection bias)
  5. 3. Blinding of participants and personnel (performance bias)
  6. 4. Blinding of outcome assessment (detection bias)
  7. 5. Incomplete outcome data (attrition bias)
  8. 6. Selective reporting (reporting bias)
  9. 7. Other bias