the use of stepped wedge cluster randomized trials: systematic review dr celia taylor the university...
TRANSCRIPT
![Page 1: The use of Stepped Wedge cluster randomized trials: Systematic Review Dr Celia Taylor The University of Birmingham On behalf of my co-authors: Noreen Mdege,](https://reader035.vdocuments.us/reader035/viewer/2022081519/56649e845503460f94b868e6/html5/thumbnails/1.jpg)
The use of Stepped Wedge cluster randomized trials:
Systematic Review
Dr Celia TaylorThe University of Birmingham
On behalf of my co-authors: Noreen Mdege, Mei-See Man and David Torgerson (University of York)
![Page 2: The use of Stepped Wedge cluster randomized trials: Systematic Review Dr Celia Taylor The University of Birmingham On behalf of my co-authors: Noreen Mdege,](https://reader035.vdocuments.us/reader035/viewer/2022081519/56649e845503460f94b868e6/html5/thumbnails/2.jpg)
Today’s presentation
• What is a stepped wedge design?
• What are the advantages and disadvantages of using a SW design?
• Aims of systematic review
• Results of systematic review
• Conclusions
![Page 3: The use of Stepped Wedge cluster randomized trials: Systematic Review Dr Celia Taylor The University of Birmingham On behalf of my co-authors: Noreen Mdege,](https://reader035.vdocuments.us/reader035/viewer/2022081519/56649e845503460f94b868e6/html5/thumbnails/3.jpg)
Stepped Wedge designs
FEDCBA
0 1 2 3 4 5 6
Ind
ivid
ua
l or
clu
ste
r
Time Period
Intervention
Control
![Page 4: The use of Stepped Wedge cluster randomized trials: Systematic Review Dr Celia Taylor The University of Birmingham On behalf of my co-authors: Noreen Mdege,](https://reader035.vdocuments.us/reader035/viewer/2022081519/56649e845503460f94b868e6/html5/thumbnails/4.jpg)
A stepped wedge design can be…
• (and should be, wherever possible) randomised
• Used with individuals or with clusters as the ‘steps’
![Page 5: The use of Stepped Wedge cluster randomized trials: Systematic Review Dr Celia Taylor The University of Birmingham On behalf of my co-authors: Noreen Mdege,](https://reader035.vdocuments.us/reader035/viewer/2022081519/56649e845503460f94b868e6/html5/thumbnails/5.jpg)
But isn’t…
• A step wedge
• A cross-over trial
• A multiple baseline study
![Page 6: The use of Stepped Wedge cluster randomized trials: Systematic Review Dr Celia Taylor The University of Birmingham On behalf of my co-authors: Noreen Mdege,](https://reader035.vdocuments.us/reader035/viewer/2022081519/56649e845503460f94b868e6/html5/thumbnails/6.jpg)
Advantages
• Solves ethical dilemma of withholding the intervention when not in equipoise
• Solves logistical and financial problems associated with simultaneous implementation
• Can detect trends• Increases statistical power
(within and between comparisons)
• Can study the effect of context as intervention is implemented in multiple settings
![Page 7: The use of Stepped Wedge cluster randomized trials: Systematic Review Dr Celia Taylor The University of Birmingham On behalf of my co-authors: Noreen Mdege,](https://reader035.vdocuments.us/reader035/viewer/2022081519/56649e845503460f94b868e6/html5/thumbnails/7.jpg)
Disadvantages• Can require a lengthy trial – so best if short time
between intervention and outcome• Multiple data collection points required – so best
if using routinely collected data• Data analysis is fairly complicated (see paper by
Hussey and Hughes)
![Page 8: The use of Stepped Wedge cluster randomized trials: Systematic Review Dr Celia Taylor The University of Birmingham On behalf of my co-authors: Noreen Mdege,](https://reader035.vdocuments.us/reader035/viewer/2022081519/56649e845503460f94b868e6/html5/thumbnails/8.jpg)
Example SW studyComparison of standard therapy with home-based therapy with ‘ready to use therapeutic food’ (RUTF) to treat malnourishment of children in Malawi (Ciliberto et al., 2005).
SW design used as ‘full’ randomisation not possible due to resource constraints and cultural beliefs; SW allows control for bias introduced by seasons
7 centres were randomised, 1 every 3 weeks ‘stepped’ from control to RUTF
Primary outcome: recovery defined as WHO weight for height z-score >-2
Results: recovery rate in intervention group 79% vs. control group 46%, p<0.001
Why successful?1.Inpatient care as part of standard therapy increases risk of infection2.Standard therapy food provided on discharge needs preparation 7 times/day over an open fire
![Page 9: The use of Stepped Wedge cluster randomized trials: Systematic Review Dr Celia Taylor The University of Birmingham On behalf of my co-authors: Noreen Mdege,](https://reader035.vdocuments.us/reader035/viewer/2022081519/56649e845503460f94b868e6/html5/thumbnails/9.jpg)
Aims of systematic review
• To describe the application of the cluster randomised stepped wedge design:– Change in use over time– Areas of research where design used– Motivations for using design– Methods of data analysis– Quality of reporting
– 25 Studies included up to January 2010– 15 completed studies and 10 protocols
![Page 10: The use of Stepped Wedge cluster randomized trials: Systematic Review Dr Celia Taylor The University of Birmingham On behalf of my co-authors: Noreen Mdege,](https://reader035.vdocuments.us/reader035/viewer/2022081519/56649e845503460f94b868e6/html5/thumbnails/10.jpg)
Results 1: Increasing use over time
0
1
2
3
4
1987
1988
1989
1990
1991
1992
1993
1994
1995
1996
1997
1998
1999
2000
2001
2002
2003
2004
2005
2006
2007
2008
2009
Num
ber o
f Stu
dies
Year
Completed StudiesProtocolsResults following published protocol
Gambia Hepatitis Study - vaccination of children against Hep B
![Page 11: The use of Stepped Wedge cluster randomized trials: Systematic Review Dr Celia Taylor The University of Birmingham On behalf of my co-authors: Noreen Mdege,](https://reader035.vdocuments.us/reader035/viewer/2022081519/56649e845503460f94b868e6/html5/thumbnails/11.jpg)
Results 2: Areas where design used
EducationSocial PolicyCriminal JusticeHealth
NutritionSTDs/HIVMaternal healthResource useOtherCancer/CVS/Hypertension/Respiratory
![Page 12: The use of Stepped Wedge cluster randomized trials: Systematic Review Dr Celia Taylor The University of Birmingham On behalf of my co-authors: Noreen Mdege,](https://reader035.vdocuments.us/reader035/viewer/2022081519/56649e845503460f94b868e6/html5/thumbnails/12.jpg)
Results 3: Motivations for using SW
0
2
4
6
8
10
12
14
Methodological Acceptability Ethical Logistics Resourceconstraints
None given
Nu
mb
er
of
stu
die
s
![Page 13: The use of Stepped Wedge cluster randomized trials: Systematic Review Dr Celia Taylor The University of Birmingham On behalf of my co-authors: Noreen Mdege,](https://reader035.vdocuments.us/reader035/viewer/2022081519/56649e845503460f94b868e6/html5/thumbnails/13.jpg)
Results 4: Methods of analysis
0
2
4
6
8
10
12
Hiera
rchic
al m
odell
ing
ANOVA/A
NCOVA
Chi-s
quar
ed
Regre
ssio
n m
odell
ingT-te
st
Other
Not st
ated
Nu
mb
er
of
stu
die
s
![Page 14: The use of Stepped Wedge cluster randomized trials: Systematic Review Dr Celia Taylor The University of Birmingham On behalf of my co-authors: Noreen Mdege,](https://reader035.vdocuments.us/reader035/viewer/2022081519/56649e845503460f94b868e6/html5/thumbnails/14.jpg)
Results 5: Quality of Reporting
0 2 4 6 8 10 12 14 16
Phrase step or stepped wedge used
Phrase randomised used
Rationale for using SW given
Rationale for clustering given
Diagram of design
Intervention adequately described
Sample size calculation reported
Use of ICC
Random sequence generation …
Allocation concealment
Blinding used
Use of ITT
Participant f low diagram
N clusters stated
N individuals stated
Baseline data reported
Ef fect size stated
Precision stated
Side ef fects reported
Generalisability considered
Limitations considered
Number of studies (/15)
![Page 15: The use of Stepped Wedge cluster randomized trials: Systematic Review Dr Celia Taylor The University of Birmingham On behalf of my co-authors: Noreen Mdege,](https://reader035.vdocuments.us/reader035/viewer/2022081519/56649e845503460f94b868e6/html5/thumbnails/15.jpg)
Conclusions• Increasing use of design over time• Design used for a variety of reasons• Most studies in health
– Most RCTs of any type in health– Design can overcome ethical constraints often cited in
other areas (e.g. education) • Lack of consistency in describing the design as a
“stepped wedge” (so we may have missed some)• Other problems with the quality of reporting
– Adaptation of CONSORT statement required?
![Page 16: The use of Stepped Wedge cluster randomized trials: Systematic Review Dr Celia Taylor The University of Birmingham On behalf of my co-authors: Noreen Mdege,](https://reader035.vdocuments.us/reader035/viewer/2022081519/56649e845503460f94b868e6/html5/thumbnails/16.jpg)
Thank you
• And thank you to my co-authors
• Questions?
• Comments?