Mechanisms of change in control group drinking in clinical trials of
brief alcohol intervention: Implications for bias toward the null
JUDITH A. BERNSTEIN
1,2
, EDWARD BERNSTEIN
1,2
& TIMOTHY C. HEEREN
3
1
Department of Community Health Sciences, Boston University School of Public Health, Boston, USA,
2
Department of
Biostatistics, Boston University School of Public Health, Boston, USA, and
3
Department of Emergency Medicine, Boston
University School of Medicine, Boston, USA
Abstract
Issues. Reductions in control group consumption over time that are possibly related to research design affect the impact of brief
alcohol interventions (BAI) in clinical settings. Approach. We conducted a systematic review to identify research design factors
that may contribute to control group change, strategies to limit these effects and implications for researchers. Studies with control
group n > 30 were selected if they published baseline and outcome consumption data, conducted trials in clinical settings in
Anglophone countries and did not censor gender or age. Key Findings. Among 38 studies cited in 20 reviews through October
2009, 16 met criteria (n = 31–370). In 54%, controls received alcohol specific handouts, advice and/or referral. Both the
number and depth of assessments were highly variable. The percentage change in consumption ranged from -0.10 to -0.84
(mean -0.32), and effect size from 0.04 to 0.70 (mean 0.37). Published data were insufficient for meta-analysis. Implica-
tions. Researchers should consider strategies to reduce the impact of research design factors, such as procedures to enhance
sample diversity, blind subjects to study purpose to limit social desirability bias, reduce the number and depth of instruments
(assessment reactivity), and finally, analytic techniques to decrease the impact of outliers and regression to the mean.
Conclusions. This review identifies problems with retrospective analysis of predictors of control group change, and underscores
the need to design prospective studies to permit identification, quantification and adjustment for potential sources of bias in BAI
trials. [Bernstein JA, Bernstein E, Heeren TC. Mechanisms of change in control group drinking in clinical trials of
brief alcohol intervention: Implications for bias toward the null. Drug Alcohol Rev 2010;29;498–507]
Key words: brief alcohol interventions, control group drinking reductions, regression to the mean.
Introduction and Aims
Two decades ago teams of clinicians, psychologists and
alcohol researchers began systematic testing of the
notion that brief alcohol intervention (BAI) in the clini-
cal setting with problem drinkers could decrease
alcohol consumption and improve health status.Twenty
meta-analyses later, short-term reductions in consump-
tion and clinically meaningful health benefits have been
fully documented in health-care settings, principally in
primary care [1–20]. However, open questions remain
about long-term effects, mechanisms of change, best
practices, and applicability of results across diverse
settings and sub-populations.The field has come of age,
‘middle age’ according to Babor and colleagues [21],
and with maturity comes the responsibility to examine
the quality of the scientific evidence and explore
remaining methodologic issues.
Perhaps the most puzzling of these emerging meth-
odologic concerns is the degree to which control groups
in studies of BAI reduce alcohol consumption over
time. Effect sizes for clinical BAI are small, typically a
mean difference of four drinks less per week (38 g), a
decrease of 12% [13]. It has become almost a conven-
tion for published reports to suggest that the impact of
BAI and treatment may be larger than researchers are
Judith A. Bernstein PhD, Professor, Edward Bernstein MD, Professor, Timothy C. Heeren PhD, Professor. Correspondence to Dr Judith A.
Bernstein, Department of Community Health Services, Boston University School of Public Health and Department of Emergency Medicine,
Boston University School of Medicine, 801 Massachusetts Avenue (403b), Boston, MA 02118, USA.Tel: +1 617 414 1415; Fax: +1 617 638 5370;
E-mail jbernste@bu.edu
Received 19 October 2009; accepted for publication 17 January 2010.
REVIEW
Drug and Alcohol Review (September 2010), 29, 498–507
DOI: 10.1111/j.1465-3362.2010.00174.x
© 2010 Australasian Professional Society on Alcohol and other Drugs