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Publication, Part of

Smoking, Drinking and Drug Use among Young People in England, 2021

National statistics

National Statistics

Correction to sources of information on drug use data (part 10)

Following the initial publication it was discovered that around half of pupil responses to the question on 'Sources of helpful information about drug use' had been excluded from the results. This was corrected and the affected tables and commentary have been re-issued. 

In Part 10: Young people and drugs: the context, the affected outputs were tables 10.19, 10.20 and 10.21, and the associated chart and commentary in the section on 'Sources of helpful information about drug use'. Though some of the quoted figures changed by 0-3 percentage points, there was no effect to the order of contribution of the most common sources.

4 November 2022 00:00 AM

Appendix A: Survey Methodology

A1 - Background to the survey

The survey of Smoking, Drinking and Drug Use amongst Young people in England has been running since 1982. The survey takes place in secondary schools, with pupils in curriculum years 7 to 11 (mostly aged 11 to 15). Each survey since 1998 has included a core set of questions on smoking, drinking and drug use. In 2000, the survey questions changed to focus on smoking and drinking or on drug use in alternate years, but in 2016 the survey reverted back to including both drinking/smoking and drugs focused questions in one survey. However, only about half the pupils are asked the more detailed questions on smoking and drinking, with the other half asked more detailed questions on drug use. 

The 2016, 2018 and 2021 surveys were carried out by Ipsos UK on behalf of NHS Digital. The 2020 survey did not go ahead due to the Covid pandemic and was postponed to 2021. Surveys prior to 2016 were carried out by NatCen.

In 2021, 9,289 pupils in England were surveyed between September 2021 and February 2022 across 119 schools.

Where possible, specialist interviewers visited schools to support staff administering the survey. However, due to Covid outbreaks during the fieldwork period, this was not always feasible. Further information on measures adopted in response to Covid can be found throughout the appendices report.

Further detail on the 2021 survey methodology and all changes is provided in the following sections.

The questionnaires are available on the main publication page.


A2 - Survey design

A2.1 Changes to questionnaire content in 2021

The questionnaire content remained largely unchanged in 2021. Just three questions were removed, four added and two amended. It is important to note that some of the new questions were added in response to the Covid pandemic and may warrant review for the next iteration of the survey in 2023.

Questions

Changes 2021

Did you start regularly smoking tobacco cigarettes before or after first trying e-cigarettes/vaping devices?

Added in 2021

During the last school year (from September 2020 to July 2021), which of the following best describes how you took part in school learning?

Added in 2021 (to reflect different styles of learning during the pandemic)

In the last 4 weeks, how often, if at all, have you met up in person with two or more people at a time or a group of people who you don’t live with?

Added in 2021 (to understand social interactions during the pandemic)

In the last 7 days, how often, if at all, have you met up in person with two or more people at a time or a group of people who you don’t live with?

Added in 2021 (to understand social interactions during the pandemic)

How often have you been excluded from school in the last 12 months?

Amended in 2021 to ‘Have you ever been expelled / suspended from school?’

How often have you played truant (bunked off) in the last 12 months?

Amended in 2021 to ‘Have you ever stayed away from school without permission (truanted/bunked off)?’

In the last four weeks, how many times have you taken drugs (including sniffing glue or solvents but not cigarettes or alcohol)?

Removed in 2021

The last time you used or took drugs, were you also drinking alcohol?

Removed in 2021

Have you ever felt that you needed to get help or treatment because you were using or taking drugs?

Removed in 2021

 

A2.2 Changes to questionnaire content prior to 2021

Questions on wellbeing, were included for the first time in 2018.

A large-scale review of the questionnaire took place ahead of the 2016 survey. A review which included the input from the project steering group, cognitive testing and extensive piloting led to the following changes to questionnaire content:

  • Additional questions on e-cigarettes, nitrous oxide, new psychoactive substances (also known as legal highs), beliefs about drinking, whether pupils had ever got drunk, consequences of drinking and family affluence.
  • Removal of questions on water-pipe tobacco, types of cigarette smoked, energy drinks, drinking in pubs/bars/clubs, feelings after taking drugs, and free school meals.
  • Changes to some descriptions used in the questionnaire (e.g. descriptions of e-cigarettes and legal highs, street names for some drugs).

Where comparability in time series data was affected, this is highlighted in the data tables, and details are provided in the section on 'Coherence and comparability' within the Data Quality Statement.

 


A3 - The sample design

The survey population comprised pupils in Years 7 to 11 in secondary schools or in an equivalent year group in middle and upper schools. At the time of sampling, most of these pupils were aged between 11 and 15, although some of those pupils in year 11 would have been 16 by the time they took part in the survey. The sample included almost all types of secondary school in both the maintained and independent sectors of education in England. Special schools and pupil referral units were excluded from the survey1.

The survey uses a multi-stage probability design, in which first schools and then classes are selected using random methods. In 2021, 1,023 schools in England were sampled. In each participating school, three classes were then sampled (one class from Years 7 and 8, and two classes from Years 9, 10 and 11).  All pupils in the sampled classes were eligible for the survey.  More classes were sampled from the older year groups to increase the precision of estimates (see section A3.1 on sampling classes for more information).

This sampling design follows the design adopted for the first time in 2018 of sampling three whole classes. For more information, the 2018 report can be found here. However, as in 2018, some schools only offered two classes, but it felt better to include these schools than exclude them and reduce the response rate. In 2021, three schools wanted whole year groups to participate, which was accommodated with results weighted down to reflect this.

 

1 Pupil Referral Units were not included in the survey as only a small number would be included in the sample.  This could mean that the numbers participating in the survey could vary substantially from year to year and have a disproportionate impact on the findings. 

A3.1 School sampling

The same sampling frame was used as in the 2018 survey. The aim of the sample was to achieve an equal number of schools in each region – 23 schools in each region. To achieve this, the number of schools sampled was based on the response rate achieved in the previous year of SDD for each region.

The sampling frame was stratified by region; type of establishment (academy, voluntary, aided/controlled, community, foundation, independent); mixed or single sex; and average IMD score for all non-independent schools. In each region, schools (the primary sampling units) were selected at random from Get Information about Schools (https://www.get-information-schools.service.gov.uk/), the Department for Education's register of educational establishments in England and Wales.

The probability of each school being selected was proportional to the numbers of pupils in Years 7 to 11, so that larger schools within each region had a higher chance of inclusion.

The number of schools selected in each region is shown in Table 1.

 

Table 1: Number of schools sampled by region

Region

Number of schools sampled

East Midlands

91

East of England

180

London

100

North East

67

North West

99

South East

93

South West

132

West Midlands

161

Yorkshire and the Humber

100

Total

1023

Table 2 shows the number of schools in each stratum and the total number of selected schools allocated to each one.

 

Table 2: Number of schools in each stratum

Type of school

Pupil population a

Total schools

Selected schools

Academy

Boys

88,961

116

32

Girls

127,614

151

32

Mixed 1,996,622 2,285 709

Voluntary aided / controlled

Boys

16,284

22

5

Girls

21,127

28

5

Mixed

160,054

182

44

Community

Boys

7,843

9

1

Girls

19,489

21

8

Mixed

260,131

287

70

Foundation

Boys

5,161

7

2

Girls

4,899

6

1

Mixed

136,487

151

47

Independent

Boys

26,120

122

12

Girls

45,462

163

9

Mixed

151,809

624

46

Total

3,068,063

4,174

1,023

a Pupils in Years 7 to 11: based on National Population Database for January 2020 and DfE population estimates for independent schools.

 

A3.2 Sampling classes

In each school, three classes were selected at random: one class from Years 7 and 8, and two classes from Years 9 to 11. At this stage, pupils in larger schools had a relatively smaller chance of being selected. This counter-balanced the biased method of selecting schools which gave larger schools a higher chance of being selected. Very small schools, with fewer than 40 eligible pupils, were excluded at this stage. All pupils in the three sampled classes were then selected for the survey.

More classes were sampled from the older year groups as risk-taking behaviours are more prevalent amongst older pupils. The level of precision around any percentage estimate is related to the value of the percentage itself: estimates around 50% are measured with the least precision and as the estimate moves away from 50% the precision increases. The key prevalence estimates on smoking, drinking, and drug use collected in the survey are low for pupils aged 11 and increase with age. Sampling more classes amongst the older school years, therefore, enables comparatively more certainty (i.e. narrower confidence intervals) around the estimates for older pupils. Information on school size was based on the January 2020 Department for Education (DfE) school census data.

Appendix B has more information on how standard errors and confidence intervals are calculated.

 

A3.3 Pupil sample

Fewer 11-year-olds took part in the survey as some of those who were 11 at the start of year 7 would be 12 by the time they took part in the survey. Similarly, some pupils in Year 11 will have been 16 at the time of the survey but they have been added to the 15-year-olds in the reporting tables making this group slightly larger than the others.

 

A4 - Fieldwork procedures

A4.1 Contacting schools

1,537 schools were sampled – 1,023 in the main sample and 514 in the reserve sample. All schools in the main sample were sent an initial letter during the summer term of 2021, explaining that they had been selected to take part in the survey and would be contacted at the start of the autumn term.

Ipsos contacted all schools again in 2021 at the start of the autumn term. Schools were invited to take part, and if they agreed, a date and time for an interviewer to visit the school were confirmed, and classes were selected. Interviewers then rang the school a few days before the survey appointment to confirm the visit time and answer any questions the school had. In 2021 schools were also given the option to administer the survey themselves with the teacher led option, questionnaires were sent to the school in advance and the recruiters would contact schools to confirm questionnaires had been completed and to arrange collection. This option was added in response to the Covid pandemic in instances where schools had restrictions on visitors to the school.

Follow-up letters, emails and calls were made to schools that did not respond to encourage them to take part in the survey. All schools in London and a random sample of schools outside of London were offered an incentive of £200 to take part. This was to assess the impact that providing an incentive has on recruitment.

However, the response rate was initially very poor, due to the ongoing impact on schools of Covid during the 2021-22 Autumn term. As such, the decision was taken to extend the incentive to all schools from November 2021.

 

A4.2 Carrying out the survey - interviewer led

Interviewers from Ipsos arranged with schools a convenient time to conduct the survey. Where possible, arrangements were made for the three classes to take part in the survey on the same day, either all in the same location at the same time, or at different times throughout the day (usually in their classroom). In some schools however, the survey sessions were completed over two separate visits.

Pupils completed the questionnaire under the interviewer’s supervision. The interviewer briefly explained why the survey was being carried out, what would happen to the information given, explaining how the questionnaire should be filled in, and stressing the voluntary nature of survey participation. The questionnaires are available on the main publication page.

Interviewers alternated the drug-focused and smoking-focused questionnaires when handing them out to pupils. This meant that a pupil would not be sat next to another pupil completing the same version of the questionnaire to ensure privacy of their answers.

Questionnaires were completed in ‘exam conditions’; pupils were not allowed to discuss the questions with each other or look at others’ answers. Pupils could request and receive help if they did not understand questions. A teacher was present during the completion of questionnaires, but they were not allowed to see pupils’ questionnaires at any stage of the survey. Interviewers stressed that pupils’ answers would be completely confidential, that no names were collected on the questionnaire and that their answers would not be shared with teachers. Questionnaires were serial numbered for administrative purposes, but serial numbers were not linked to pupils’ names.

In participating schools, a staff member was also asked to complete a questionnaire about how the school taught pupils about smoking, drinking alcohol and illicit drugs (the school level questionnaire).

 

A4.3 Carrying out the survey - school led

In 2021 schools were offered the option to complete the survey themselves without requiring an interviewer to come into the school. This change was made in response to the COVID-19 pandemic to allow schools to take part even if there were restrictions on visitors allowed into schools.  

When a school agreed to participate, recruiters sent a pack to schools which included the questionnaires and instructions on how to administer the questionnaire. Pupils completed the questionnaire under the class teacher’s supervision in exam conditions.

Once a school had completed the questionnaires, they contacted the recruiter, who would arrange for a courier to collect the questionnaires from the schools and return them to Ipsos for scanning.  For the analysis all responses were treated the same regardless of whether the survey was led by an interviewer or the school. The data tables named 'Data quality tables - Mode of survey delivery', show the impact of survey delivery mode on key estimates for smoking, drinking and drug use.

 

 

A4.4 Mop-up sessions

Mop-up sessions were held when 4 or more pupils were missing from class. Interviewers were required to schedule the mop-up session on the day of the initial visit. In cases where the school had opted to lead the survey sessions, instructions were provided to guide them through the setting up mop-up sessions at a convenient time. The absent pupils were either interviewed  in a separate session, or with another class  taking part at a later date. Mop-up sessions were conducted with 164 pupils. Information on mop sessions was provided by teachers via completed contact sheets.

 

A4.5 Withdrawing pupils from the survey

Schools are required to send out letters to parents/carers of pupils in selected classes to inform them when the survey will be taking place and to provide information about the survey content. The letter provides parents with an opportunity to withdraw their child from the survey.

In accordance with MRS guidelines, pupils were provided with an opportunity to decline to take part (even though a responsible adult has given permission for their participation)

In total, 61 pupils decided to opt-out or were withdrawn out by their parents/carers. Information on opt-outs was provided by teachers via completed contact sheets.


A5 - Probabilities of selection

To try and ensure an equal number of schools from each region in the final sample, selection probabilities differed between regions. The different probabilities of selection were adjusted as part of the calibration weighting (see section A8). Table 3 shows the distribution of schools sampled by region.

 

Table 3: Distribution of pupil population by region and percentage of schools sampled

Region

Pupil population a

% of population

% of schools sampled

North East

132,231

4.3

6.5

North West

406,978

13.2

9.7

Yorkshire & the Humber

303,266

9.9

9.8

East Midlands

257,845

8.4

8.9

West Midlands

334,068

10.9

15.7

East of England

356,022

11.6

17.6

London

479,701

15.6

9.8

South East

517,312

16.8

9.1

South West

290,119

9.4

12.9

Total

3,077,542

100.0

100.0

a Pupils in Years 7 to 11, based on DfE population estimates for 2021.

 

The overall probability of selection (or sampling fraction) was the product of the sampling fractions at the first and second stages, i.e.

F = f1 x f2

where

f1 = probability of selecting the school.

f2 = probability of selecting the class.

 

Schools were sampled with probability proportional to the number of pupils in Years 7 to 11, so that roughly equal numbers of pupils could be sampled from each selected school. Thus:

f1=n1 x Ni/Nr

where

n1 = total number of schools to be selected in the region.

Ni = number of pupils in an individual school in Years 7 to 11.

Nr = total number of pupils in the region in Years 7 to 11.          

Within each school pupils in years 9, 10 and 11 had a higher probability of being selected to take part in the survey. In each school, one class was selected from Years 7 and 8 and two classes were selected from Years 9,10 and 11. Within each class all pupils were selected. Thus:

f2  = nc/Nc

where:

nc is the number of classes (i.e. 1 or 2) selected in the Year Grouping (i.e. Years 7 and 8 or Years 9,10 and 11) in each school.

Nc is the total number of classes in the Year Grouping in the school.

Overall, therefore, the sampling fraction for each pupil was:

F= (n1 x (Ni/Nr)) x (nc/Nc)


A6 - Achieved response rate and sample size

In total, 119 schools agreed to take part in the survey out of the 1023 eligible schools, a response rate of 12%. Of the 119 schools taking part, 34 took part before schools closed for Christmas 2021 and the remaining 85 from January 2022 onwards. Analysis took place in 2016 which concluded conducting surveys after Christmas did not significantly impact the results (see Appendix B for more details).

The response from selected pupils in participating schools was 92% (the pupil response rate was calculated based on information provided by teachers via completed contact sheets), yielding a total of 9289 completed, usable questionnaires. The product of the school and pupil rates gave an overall response of 11% (See Table 4 and Figure 1).

Of the 119 schools participating in the survey, 102 responded to the teacher questionnaire, a response rate of 86%.

 

Table 4: School and pupil response, 1982 - 2021

All eligible schools and pupils

1982 – 2021

 

Response (%)

School year

Schools

Pupils

Overall

1982

90

94

87

1984

88

93

82

1986

84

93

77

1988

96

91

87

1990

91

90

83

1992

97

92

89

1993

89

90

80

1994

85

92

77

1996

87

89

78

1998

74

90

70

1999

85

90

76

2000

72

87

63

2001

69

89

61

2002

72

88

63

2003

74

87

65

2004

70

89

62

2005

68

89

60

2006

65

85

55

2007

61

87

53

2008

58

88

51

2009

54

87

47

2010

48

87

41

2011

48

88

42

2012

49

88

43

2013

44

88

38

2014

40

87

35

2016

28

93

26

2018

24

92

22

2021

12

92

11

 

Figure 1: SDD Overall response rate 1982-2021

 

Since the survey began in 1982 school response rates have continued to decrease. This was also worsened in 2021 as a result of the Covid pandemic, which led to continued teacher and pupil absence, and thus the pressure on school time to catch-up with missed learning. Despite the drop in school response rates, pupil response rates have remained high across the surveys’ lifetime and even increased in recent years. 

Table 5 shows the response rate by region, which varied considerably. In particular, the response rate in London and Yorkshire & the Humber was poor. 

 

Table 5: School response by region

Region

Number of schools sampled

Number  of schools taking part

School response rate

East Midlands

91

11

12.1%

East of England

180

21

11.7%

London

100

9

9.0%

North East

67

9

13.4%

North West

99

14

14.1%

South East

93

17

18.3%

South West

132

17

12.9%

West Midlands

161

22

13.7%

Yorkshire & the Humber

100

9

9.0%

 

In the 2021-22 academic year, the coronavirus (COVID-19) pandemic continued to have a huge impact on schools, with the omicron wave leading to teacher shortages and pupil absences, resulting in a strain on school’s time and resources. This contributed to the high number of schools refusing to take part (376). Additional reasons for non-participation included a lack of time, not being interested in the subject and involvement in too many surveys. These reasons were similar to those given in 2018.

 

Table 6: Reasons given by schools for not taking part in the survey

Too busy at this time

48%

Always too busy

10%

Not interested in the subject

7%

Too many surveys

5%

Never do surveys

4%

Too busy now but would be interested at a later date

3%

No staff to manage admin

2%

Ofsted inspections going on

1%

Survey takes too long

1%

Survey topic too sensitive

<1%

Other*/no reason given

19%

*Other reasons included headteacher being absent, time lost due to COVID and staff shortages


A7 - Data cleaning

Questionnaires were either returned by the school interviewers or by courier to Ipsos’s data capture department to be scanned and processed. Checks were conducted to ensure that the scanned data were captured correctly. As part of this, all handwritten text and characters were reviewed and verified. Random batches of questionnaires were then selected and checked to ensure that the data had been verified correctly.

As with previous years, the following checks were made to the data:

  •   Checking that filters were correctly followed.
  •   Checking ranges on consumption and age of first use variables.
  •   Checking whether answers given as ‘other’ answers could be back-coded into existing codes.
  •   Resolving inconsistencies between answers.

A dataset was then created for analysis purposes.


A8 - Weighting

The sample is weighted to match the school population counts so that the survey’s estimates are representative of the full school population. The school population counts were derived from the most recently completed DfE School Census.

The weighting was carried out in two stages. For this survey wave, schools were allowed to include more than one class in a school year, but the sampling was based on only including one school year.  Thus, the first stage of weighting was to produce a set of weights that adjusted the number of pupils in any school year for such school back to a nominal class size of 25. 

The second stage then used cell weighting to adjust the weights from the first stage directly to the population counts for the school year by gender separately for each region (Table 7).

 

Table 7: Population counts used for weighting

 

 

North East

North West

Yorks. & The Humber

East Midlands

West Midlands

East of England

London

South East

South West

                   

Boys:

                 

 Year 7

14,039

43,790

32,655

28,185

35,615

38,625

51,328

55,510

30,429

 Year 8

13,566

42,212

31,472

27,092

34,479

37,019

50,056

53,813

29,879

 Year 9

13,343

41,139

30,657

26,150

33,154

35,923

47,590

52,321

29,304

 Year 10

12,913

40,166

29,714

24,990

33,173

35,148

46,684

50,975

28,734

 Year 11

12,351

38,362

28,884

24,445

32,280

34,388

44,865

49,989

28,132

                   

 

Girls:

                 

 Year 7

14,127

42,384

31,810

27,211

34,815

37,244

51,201

54,292

30,124

 Year 8

13,385

41,117

30,512

26,246

33,858

36,022

49,186

52,469

28,982

 Year 9

13,346

40,236

30,106

25,459

32,982

34,547

47,284

50,550

28,605

 Year 10

12,850

39,286

29,346

24,365

32,213

33,838

46,407

49,180

28,367

 Year 11

12,311

38,286

28,110

23,702

31,499

33,268

45,100

48,213

27,563

                   

These weights were then rescaled to sum to the achieved sample size. Both unweighted and weighted bases are shown in the tables. The unweighted bases represent the number of pupils who responded; the weighted bases have no particular meaning per se, but are used when calculating estimates.


Last edited: 4 October 2023 2:20 pm