Getting started with a
systematic review:
developing your
review question
Ruaraidh Hill PhD
Institute of Population Health
This session
Œ Introduction – issues with research evidence
 Reviews – overview of systematic reviews |
types of review in the evidence ecosystem
Ž Developing review questions
 Reviews – planning next steps
5
WeMap
LRIG – Health Data Science, IPH
Liverpool Reviews and Implementation Group (LRiG) – 20 years at the
core of evidence-based guidance development at NICE.
LRiG delivers a range of high-quality Health Technology Assessments and
capacity development initiatives
Capacity development – support for individuals and teams to use evidence
to develop practice, services and research.
@LivUniLRiG | liverpool.ac.uk/LRiG
9
#&❤’d
Updated – new edition & resources
TinyURL.com/Doingareview2
Book – chapter format, samples
TinyURL.com/Doingareview2
Research – quantity at varying quality
12
Quality
What quality issues are relevant to your
discipline or area of practice or research?
13
think
Research – bad science?
14
Research – bad science?
15
Quality – selecting evidence
Instead of just mooching through
the research literature, consciously
or unconsciously picking out papers
here and there that support your
pre-existing beliefs, you take a
scientific, systematic approach to
the very process of looking for
scientific evidence, ensuring that
your evidence is as complete and
representative as possible of all the
research that has ever been done
Bad Pharma. Goldacre (2013)
Fourth Estate, London.
18
https://www.youtube.com/
watch?v=RKmxL8VYy0M
Quality – bringing evidence together
20
Predefined
method in
stages
Quality – key review activities
Identifying
relevant
research
(finding)
Describing
relevant
research
(describing)
Critically
appraising
research
reports in a
systematic
manner
(appraisal)
Bringing
together the
findings into
a coherent
statement
(synthesis)
Reviewing research systematically involves
key activities:
22
Quality – explicit method
1-2 Development – review question(s), protocol
3 Searching
4 Screening titles and abstracts
5 Obtaining full text papers
6 Selecting full text papers
7 Quality assessment
8 Data extraction
9 Analysis
10 Reporting
23
Question
Explicit
method
Findings
24
Quality –
Essentials
of SRs
Systematic review – in 3 numbers
3 | 4 | 10essentials activities steps
Review approaches – for different questions
• To present a conceptDescriptive
• Explore preferences about what should
happen
Normative
• Investigate a relationship between two
or more variables
Observational/relational
• Investigate the effect of one or more
independent variables on one or more
outcome variables
Causal
• Explore factors that cause a condition,
event or process
Theoretical
Review approaches – examples (1)
• What is the nature (volume, topic coverage, study
designs) of the literature on online postgraduate
training in English law (2000-to present)?
Descriptive
• What are the views and experiences of people
using a internet banking services?Normative
• Are adults with disabilities at an increased risk of
violence compared to those without disabilities?Observational/relational
• What are the effects of fluoridation of drinking
water supplies on the incidence of caries (tooth
decay)?
Causal
• What are the links between crime, fear of crime,
the environment and health and wellbeing? How
might these be explained?
Theoretical
This session
Œ Introduction – issues with research evidence
 Reviews – overview of systematic reviews |
types of review in the evidence ecosystem
Ž Developing review questions
 Reviews – planning next steps
31
Essentials of systematic review
Defined question -
Explicit method* -
Statement of findings -
*which selects relevant evidence while minimising bias
Question
Explicit
method
Findings
Question development
§ Essential first step in evidence
development
33
Asking the right question
https://www.azquotes.com/quote/526112
Questions about questions – for example:
Who Who is asking the question?
Whom About whom? Who is the question about?
What What is the choice to be made?
Where In what setting is the choice to made?
When
When is the choice to be made? Is the
question about a particular level of service
or stage?
Why Why is the question being asked?
36
DeborahCohenbit.ly/2EqULGF
Question perspectives – who’s asking?
Policy
What should commissioners of services
fund?
Practice
What should providers of services do
(assess, measure, offer, follow-up)?
Research
What is the (difference in) level, rate,
preferences, inequalities, effectiveness,
cost-effectiveness (between alternatives)?
Person
What are my options? What are the risks
and benefits? What should I accept?
37
Ulysses
Question framework – who, what, how
Who What How
38
Q framework – Who, what, how
Who
Who is the focus?
Specific health condition or age,
sex/gender, occupation
socioeconomic, ethic groups?
What
What is the intervention?
What is idea is being ‘tested’?
An exposure, hypothesis or
description of a phenomenon?
How
How does the ‘what’ affect ‘who’?
Effects, outcomes…
39
Q framework – WWH & MindMap
See also Table 2.3/ Doing a Review
Q framework – Who, what, how…
Who Doctors in acute settings
What
Face-to-face communication
methods/ techniques
How
Quality of doctor – patient
communication (knowledge,
attitudes, behaviours, health)
41
P I C O
Question framework - PICOSs
42
Question framework – PICOSs
Population -
Intervention -
Comparator -
Outcome -
Study design -
setting -
43
Formulated question – PICO
P
I
C
O
Children and adolescents
before dental treatment…
Pain relief medication
Pain…
satisfaction, cost, completion,
adverse effects
Placebo or no medication
PICOSs – example
Review objective
To assess the effects of preoperative analgesics for intraoperative or postoperative
pain relief (or both) in children and adolescents undergoing dental treatment without
general anaesthesia or sedation.
Participants/ population (setting)
Children and adolescents up to 17 years of age before dental treatment without
GA/sedation (international)
Intervention(s)
Analgesics [pain relief medications] given before dental treatment
Comparator
Placebo or
No analgesic
Outcomes
Postoperative pain
Intraoperative pain, Preoperative and postoperative anxiety measures, Patient
satisfaction, Parental satisfaction, Cost, Completion of treatment, Adverse events
Study design
Randomised controlled clinical trials
http://onlinelibrary.wiley.com/doi/10.1002/14651858.CD008392.pub3/full
Developing research
Let’s have a go…!
Design a study to assess the effects of a
technology
For the following technologies think about:
§ Population
§ Intervention and comparator
§ Outcomes
§ Study design
46
Developing research – PICO exercise
Let’s have a go…!
Design a study to assess the effects of a
technology
For the following technologies think about:
§ Population
§ Intervention and comparator
§ Outcomes
§ Study design
47
Technology 1
§ Dramatically Different™
Moisturizing Lotion+
§ £30.00
§ Skin Types: 1, 2
§ The big plus: Our new formula
now helps strengthen skin's
own moisture barrier. More
moisture stays in. Skin feels
soft, springy. Has a healthy-
looking glow.
48
Technology 2
§ Clinique For Men Dark Spot
Corrector
§ £42.00
§ Benefits: Uneven Skin Tone
§ Skin Types: Works for all
skin types.
§ Clinique For Men Dark Spot
Corrector helps reduce the
appearance of
discolourations caused by
sun damage, blemish scars
and shaving to deliver
improvements in radiance
and smoothness.
49
BRIEF – Evidence Evaluation Unit
• Your are part of the prestigious, internationally respected University of
Liverpool Evidence Evaluation Unit (U-EEU)
• The Unit is publically funded to provide frank, expert advice to
government and to conduct internationally respected research
• Design a study to robustly explore the technology…
• Think
• P
• I/C
• O
• Sss – study design, source of evidence, setting
51
Even
numbered
breakout
rooms
BRIEF – Innovation Support Unit
• Your are part of an expert group of research methodologists;
technology developers and policy, communication and implementation
specialists – the Innovation Support Unit (ISU).
• The Unit is funded by an industry consortium to provide expert advice
to consortium members to ensure the public understand the benefits of
and have timely access to the consortium members’ innovative
technologies
• Design a study to help the public access the technology…
• Think
• P
• I/C
• O
• Sss – study design, source of evidence, setting
52
ODD
numbered
rooms
Developing research
How did that go…?
§ Who was asking the question?
§ What types of effects did you consider?
§ What types of designs or evidence?
§ Was PICO useful? What was challenging?
53
Quality – user perspectives
Skin Concern: Pores/ Skin Type: 1 - Very Dry/ Using Clinique
For: Less than 1 year
*****
I'm a recent convert to Clinique products, and I'm so glad I took the
plunge.
This moisturiser has really helped my very very dry skin, making
my make up look better once it's applied. A little really does go a
long way so I predict the bottle lasting me a while. My skin looks
so much more brighter and I've been having a lot more make up
free days as I feel much more confident about how my skin looks.
Yes, I would recommend this product to a friend.
[Emphasis added]
54
Formulated question - PICo
A clearly formulated question…
Co
P
I
Services that test for
Hepatitis C
People who inject drugs
Views, experiences
and attitudes of
hepatitis C testing and
diagnosis
Formulated question - SPICE
62
A clearly formulated question…
S
P
I
C
E
Services that test for
Hepatitis C
People who inject drugs
None
Hepatitis C testing and
diagnosis
Views, experiences
and attitudes
Question frameworks – overview
WWH:
Who | What | How
For early thinking
PICO:
Population | Intervention
Comparator | Outcome
For choices between/
comparing alternatives
(A versus B)
PICo:
Population
Interest | Context
For any question, including
experiences, descriptive
reviews or scoping
Others: SPICE,
PROGRESS+
For reviews of qualitative
studies or equalities (e.g.)
63
Question frameworks – overview
WWH:
Who | What | How
For early thinking
PICO:
Population | Intervention
Comparator | Outcome
For choices between/
comparing alternatives
(A versus B)
PICo:
Population
Interest | Context
For any question, including
experiences, descriptive
reviews or scoping
Others: SPICE,
PROGRESS+
For reviews of qualitative
studies or equalities (e.g.)
64
Question frameworks – overview
65
Watch from around 40 minutes for
PICo and SPICE frameworks
https://stream.liv.ac.uk/w93ffxxu
Research questions - key points (1)
A good research question is:
ü Clear
ü Well defined
ü Appropriate
ü Manageable
ü Relevant
Research questions - key points (2)
Question frameworks can help develop
a good question
Some notes:
ü Interventions can be a range of choices
ü Interest can be explored in a range of ways
ü Different frameworks can be used, to think about
§ the same research question
§ different research questions (or aspects of related Q)
§ different review approaches
§ different evidence
ü Use of frameworks supports transparency and
contestability à better quality
Evidence – consider…
What evidence informs your discipline or area
of practice or research?
What evidence quality issues are relevant to
your discipline or area of practice or research?
think
Question
Explicit
method
Findings
70
Essentials
of SRs
This session
Œ Introduction – issues with research evidence
 Reviews – overview of systematic reviews |
types of review in the evidence ecosystem
Ž Developing review questions
 Reviews – planning next steps
71
Systematic review – planning
3 | 4 | 10essentials activities steps
Systematic review – getting started
§ Plan your ‘10 steps’ – as required
§ Develop your question(s) and review approach(es)
§ Scope your questions; develop questions further
§ Meet the needs of your research question or
‘decision problem’
§ Refine and record in your research protocol
§ Consider registering on PROSPERO or other register
Systematic review – protocol standards
Systematic review – protocol processes
Harris et al 2017
Systematic review – question frameworks
§ Cochrane Qualitative and Implementation Methods Group
guidance series paper 2: methods for question formulation,
searching, and protocol development for qualitative evidence
synthesis (Harris et al 2017)
https://pubmed.ncbi.nlm.nih.gov/29248725/
§ Formulating the Evidence Based Practice Question: A Review of
the Frameworks (Davies 2011)
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3140151/
§ Developing NICE guidelines: the manual.(NICE 2014)
https://www.nice.org.uk/process/pmg20/chapter/developing-
review-questions-and-planning-the-evidence-review
Support, next steps
How will you use systematic review methods in
your discipline, area of practice or research?
Doing a review?
https://study.sagepub.com/doingasystematicreview2e
Doing a review?
Doing evidence?
https://training.cochrane.org/essentials
This session
Œ Introduction – issues with research evidence
 Reviews – overview of systematic reviews |
types of review in the evidence ecosystem
Ž Developing review questions
 Reviews – planning next steps
85
Additional links from the Q&A
Screen capture of a similar session (for Liverpool Doctoral College) on
developing review questions
https://stream.liv.ac.uk/w93ffxxu
Open science/ protocol registration options – please check suitability/ remit
of each before choosing to register:
https://www.crd.york.ac.uk/prospero/
https://f1000research.com/
https://osf.io/
Researcher Know How (2020):
https://libcal.liverpool.ac.uk/event/3595466
https://libcal.liverpool.ac.uk/event/3595489
https://libcal.liverpool.ac.uk/event/3595494
Ruaraidh Hill
Lecturer in
evidence synthesis
Institute of Population
Health
§ TinyURL.com /IPHSrahill
§ LinkedIn: /RuaraidhHill
§ Twitter: @RuaraidhHill
§ Skype/Snap: RuaraidhlHill

Getting started with a systematic review: developing your review question.

  • 1.
    Getting started witha systematic review: developing your review question Ruaraidh Hill PhD Institute of Population Health
  • 2.
    This session Œ Introduction– issues with research evidence  Reviews – overview of systematic reviews | types of review in the evidence ecosystem Ž Developing review questions  Reviews – planning next steps 5
  • 4.
    WeMap LRIG – HealthData Science, IPH Liverpool Reviews and Implementation Group (LRiG) – 20 years at the core of evidence-based guidance development at NICE. LRiG delivers a range of high-quality Health Technology Assessments and capacity development initiatives Capacity development – support for individuals and teams to use evidence to develop practice, services and research. @LivUniLRiG | liverpool.ac.uk/LRiG
  • 5.
  • 6.
    Updated – newedition & resources TinyURL.com/Doingareview2
  • 7.
    Book – chapterformat, samples TinyURL.com/Doingareview2
  • 8.
    Research – quantityat varying quality 12
  • 9.
    Quality What quality issuesare relevant to your discipline or area of practice or research? 13 think
  • 10.
    Research – badscience? 14
  • 11.
    Research – badscience? 15
  • 13.
    Quality – selectingevidence Instead of just mooching through the research literature, consciously or unconsciously picking out papers here and there that support your pre-existing beliefs, you take a scientific, systematic approach to the very process of looking for scientific evidence, ensuring that your evidence is as complete and representative as possible of all the research that has ever been done Bad Pharma. Goldacre (2013) Fourth Estate, London. 18 https://www.youtube.com/ watch?v=RKmxL8VYy0M
  • 14.
    Quality – bringingevidence together 20 Predefined method in stages
  • 15.
    Quality – keyreview activities Identifying relevant research (finding) Describing relevant research (describing) Critically appraising research reports in a systematic manner (appraisal) Bringing together the findings into a coherent statement (synthesis) Reviewing research systematically involves key activities: 22
  • 16.
    Quality – explicitmethod 1-2 Development – review question(s), protocol 3 Searching 4 Screening titles and abstracts 5 Obtaining full text papers 6 Selecting full text papers 7 Quality assessment 8 Data extraction 9 Analysis 10 Reporting 23
  • 17.
  • 18.
    Systematic review –in 3 numbers 3 | 4 | 10essentials activities steps
  • 19.
    Review approaches –for different questions • To present a conceptDescriptive • Explore preferences about what should happen Normative • Investigate a relationship between two or more variables Observational/relational • Investigate the effect of one or more independent variables on one or more outcome variables Causal • Explore factors that cause a condition, event or process Theoretical
  • 20.
    Review approaches –examples (1) • What is the nature (volume, topic coverage, study designs) of the literature on online postgraduate training in English law (2000-to present)? Descriptive • What are the views and experiences of people using a internet banking services?Normative • Are adults with disabilities at an increased risk of violence compared to those without disabilities?Observational/relational • What are the effects of fluoridation of drinking water supplies on the incidence of caries (tooth decay)? Causal • What are the links between crime, fear of crime, the environment and health and wellbeing? How might these be explained? Theoretical
  • 22.
    This session Œ Introduction– issues with research evidence  Reviews – overview of systematic reviews | types of review in the evidence ecosystem Ž Developing review questions  Reviews – planning next steps 31
  • 23.
    Essentials of systematicreview Defined question - Explicit method* - Statement of findings - *which selects relevant evidence while minimising bias Question Explicit method Findings
  • 24.
    Question development § Essentialfirst step in evidence development 33
  • 25.
    Asking the rightquestion https://www.azquotes.com/quote/526112
  • 26.
    Questions about questions– for example: Who Who is asking the question? Whom About whom? Who is the question about? What What is the choice to be made? Where In what setting is the choice to made? When When is the choice to be made? Is the question about a particular level of service or stage? Why Why is the question being asked? 36 DeborahCohenbit.ly/2EqULGF
  • 27.
    Question perspectives –who’s asking? Policy What should commissioners of services fund? Practice What should providers of services do (assess, measure, offer, follow-up)? Research What is the (difference in) level, rate, preferences, inequalities, effectiveness, cost-effectiveness (between alternatives)? Person What are my options? What are the risks and benefits? What should I accept? 37 Ulysses
  • 28.
    Question framework –who, what, how Who What How 38
  • 29.
    Q framework –Who, what, how Who Who is the focus? Specific health condition or age, sex/gender, occupation socioeconomic, ethic groups? What What is the intervention? What is idea is being ‘tested’? An exposure, hypothesis or description of a phenomenon? How How does the ‘what’ affect ‘who’? Effects, outcomes… 39
  • 30.
    Q framework –WWH & MindMap See also Table 2.3/ Doing a Review
  • 31.
    Q framework –Who, what, how… Who Doctors in acute settings What Face-to-face communication methods/ techniques How Quality of doctor – patient communication (knowledge, attitudes, behaviours, health) 41
  • 32.
    P I CO Question framework - PICOSs 42
  • 33.
    Question framework –PICOSs Population - Intervention - Comparator - Outcome - Study design - setting - 43
  • 34.
    Formulated question –PICO P I C O Children and adolescents before dental treatment… Pain relief medication Pain… satisfaction, cost, completion, adverse effects Placebo or no medication
  • 35.
    PICOSs – example Reviewobjective To assess the effects of preoperative analgesics for intraoperative or postoperative pain relief (or both) in children and adolescents undergoing dental treatment without general anaesthesia or sedation. Participants/ population (setting) Children and adolescents up to 17 years of age before dental treatment without GA/sedation (international) Intervention(s) Analgesics [pain relief medications] given before dental treatment Comparator Placebo or No analgesic Outcomes Postoperative pain Intraoperative pain, Preoperative and postoperative anxiety measures, Patient satisfaction, Parental satisfaction, Cost, Completion of treatment, Adverse events Study design Randomised controlled clinical trials http://onlinelibrary.wiley.com/doi/10.1002/14651858.CD008392.pub3/full
  • 36.
    Developing research Let’s havea go…! Design a study to assess the effects of a technology For the following technologies think about: § Population § Intervention and comparator § Outcomes § Study design 46
  • 37.
    Developing research –PICO exercise Let’s have a go…! Design a study to assess the effects of a technology For the following technologies think about: § Population § Intervention and comparator § Outcomes § Study design 47
  • 38.
    Technology 1 § DramaticallyDifferent™ Moisturizing Lotion+ § £30.00 § Skin Types: 1, 2 § The big plus: Our new formula now helps strengthen skin's own moisture barrier. More moisture stays in. Skin feels soft, springy. Has a healthy- looking glow. 48
  • 39.
    Technology 2 § CliniqueFor Men Dark Spot Corrector § £42.00 § Benefits: Uneven Skin Tone § Skin Types: Works for all skin types. § Clinique For Men Dark Spot Corrector helps reduce the appearance of discolourations caused by sun damage, blemish scars and shaving to deliver improvements in radiance and smoothness. 49
  • 40.
    BRIEF – EvidenceEvaluation Unit • Your are part of the prestigious, internationally respected University of Liverpool Evidence Evaluation Unit (U-EEU) • The Unit is publically funded to provide frank, expert advice to government and to conduct internationally respected research • Design a study to robustly explore the technology… • Think • P • I/C • O • Sss – study design, source of evidence, setting 51 Even numbered breakout rooms
  • 41.
    BRIEF – InnovationSupport Unit • Your are part of an expert group of research methodologists; technology developers and policy, communication and implementation specialists – the Innovation Support Unit (ISU). • The Unit is funded by an industry consortium to provide expert advice to consortium members to ensure the public understand the benefits of and have timely access to the consortium members’ innovative technologies • Design a study to help the public access the technology… • Think • P • I/C • O • Sss – study design, source of evidence, setting 52 ODD numbered rooms
  • 42.
    Developing research How didthat go…? § Who was asking the question? § What types of effects did you consider? § What types of designs or evidence? § Was PICO useful? What was challenging? 53
  • 43.
    Quality – userperspectives Skin Concern: Pores/ Skin Type: 1 - Very Dry/ Using Clinique For: Less than 1 year ***** I'm a recent convert to Clinique products, and I'm so glad I took the plunge. This moisturiser has really helped my very very dry skin, making my make up look better once it's applied. A little really does go a long way so I predict the bottle lasting me a while. My skin looks so much more brighter and I've been having a lot more make up free days as I feel much more confident about how my skin looks. Yes, I would recommend this product to a friend. [Emphasis added] 54
  • 44.
    Formulated question -PICo A clearly formulated question… Co P I Services that test for Hepatitis C People who inject drugs Views, experiences and attitudes of hepatitis C testing and diagnosis
  • 45.
    Formulated question -SPICE 62 A clearly formulated question… S P I C E Services that test for Hepatitis C People who inject drugs None Hepatitis C testing and diagnosis Views, experiences and attitudes
  • 46.
    Question frameworks –overview WWH: Who | What | How For early thinking PICO: Population | Intervention Comparator | Outcome For choices between/ comparing alternatives (A versus B) PICo: Population Interest | Context For any question, including experiences, descriptive reviews or scoping Others: SPICE, PROGRESS+ For reviews of qualitative studies or equalities (e.g.) 63
  • 47.
    Question frameworks –overview WWH: Who | What | How For early thinking PICO: Population | Intervention Comparator | Outcome For choices between/ comparing alternatives (A versus B) PICo: Population Interest | Context For any question, including experiences, descriptive reviews or scoping Others: SPICE, PROGRESS+ For reviews of qualitative studies or equalities (e.g.) 64
  • 48.
    Question frameworks –overview 65 Watch from around 40 minutes for PICo and SPICE frameworks https://stream.liv.ac.uk/w93ffxxu
  • 49.
    Research questions -key points (1) A good research question is: ü Clear ü Well defined ü Appropriate ü Manageable ü Relevant
  • 50.
    Research questions -key points (2) Question frameworks can help develop a good question Some notes: ü Interventions can be a range of choices ü Interest can be explored in a range of ways ü Different frameworks can be used, to think about § the same research question § different research questions (or aspects of related Q) § different review approaches § different evidence ü Use of frameworks supports transparency and contestability à better quality
  • 51.
    Evidence – consider… Whatevidence informs your discipline or area of practice or research? What evidence quality issues are relevant to your discipline or area of practice or research? think
  • 52.
  • 53.
    This session Œ Introduction– issues with research evidence  Reviews – overview of systematic reviews | types of review in the evidence ecosystem Ž Developing review questions  Reviews – planning next steps 71
  • 55.
    Systematic review –planning 3 | 4 | 10essentials activities steps
  • 56.
    Systematic review –getting started § Plan your ‘10 steps’ – as required § Develop your question(s) and review approach(es) § Scope your questions; develop questions further § Meet the needs of your research question or ‘decision problem’ § Refine and record in your research protocol § Consider registering on PROSPERO or other register
  • 57.
    Systematic review –protocol standards
  • 58.
    Systematic review –protocol processes Harris et al 2017
  • 59.
    Systematic review –question frameworks § Cochrane Qualitative and Implementation Methods Group guidance series paper 2: methods for question formulation, searching, and protocol development for qualitative evidence synthesis (Harris et al 2017) https://pubmed.ncbi.nlm.nih.gov/29248725/ § Formulating the Evidence Based Practice Question: A Review of the Frameworks (Davies 2011) https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3140151/ § Developing NICE guidelines: the manual.(NICE 2014) https://www.nice.org.uk/process/pmg20/chapter/developing- review-questions-and-planning-the-evidence-review
  • 60.
    Support, next steps Howwill you use systematic review methods in your discipline, area of practice or research?
  • 61.
  • 62.
  • 63.
  • 64.
    This session Œ Introduction– issues with research evidence  Reviews – overview of systematic reviews | types of review in the evidence ecosystem Ž Developing review questions  Reviews – planning next steps 85
  • 65.
    Additional links fromthe Q&A Screen capture of a similar session (for Liverpool Doctoral College) on developing review questions https://stream.liv.ac.uk/w93ffxxu Open science/ protocol registration options – please check suitability/ remit of each before choosing to register: https://www.crd.york.ac.uk/prospero/ https://f1000research.com/ https://osf.io/ Researcher Know How (2020): https://libcal.liverpool.ac.uk/event/3595466 https://libcal.liverpool.ac.uk/event/3595489 https://libcal.liverpool.ac.uk/event/3595494
  • 66.
    Ruaraidh Hill Lecturer in evidencesynthesis Institute of Population Health § TinyURL.com /IPHSrahill § LinkedIn: /RuaraidhHill § Twitter: @RuaraidhHill § Skype/Snap: RuaraidhlHill