how to write a review - the university of adelaide blogs · how to write a review ... differs from...
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AIM
Clarify the different types of review: strengths and weaknesses
Clarify how these reviews fit with APAC Accreditation Standards for honours and masters research projects
Provide some guidance on how to review & write a systematic review or meta-analysis for publication in a scholarly journal.
LITERATURE REVIEW
“Individual intensive empirical literature review” (APAC: Hons)
“Critical review” (APAC: Masters)
“traditional” “narrative” “qualitative”
Not expected to be systematic, descriptive, when published often by ‘experts’
SCOPING REVIEW
It needs to:
cover key concepts
sources and types of evidence available
explore complex areas OR areas which have not been reviewed comprehensively before
rigorous
transparent
replicable (systematic)
Scoping reviews are a type of systematic review
SCOPING REVIEW: EXAMPLE
Objective: Provide a synthesis of information gathered about the use of resilience in the literature concerning the transition to parenthood.
Research question 1: In what ways has the concept of resilience been used in this literature?
Research question 2: To what extent are researchers using theory to underpin their work?
SYSTEMATIC REVIEW
Review that has been conducted in a systematic manner!
Is set-out like other studies: intro, method, results, discussion qualitative summary of the results of empirical/original research
Differs from a narrative review: it is comprehensive/ exhaustive, rates methodological quality & weights results accordingly
SYSTEMATIC REVIEW: EXAMPLES
E Charova, D Dorstyn, P Tully, O Mittag. (2015).Web-based interventions for comorbid depression and chronic illness: a systematic review. Journal of Telemedicine and Telecare, 21(4),189-201.
Ma, N., Roberts, R., Winefield, H. & Furber, G. (2016). The quality of family relationships for siblings of children with mental health difficulties: A 20-year systematic review. Journal of Family Studies Published online: 03 Mar 2016
META-ANALYSIS
statistical analysis of data obtained from empirical studies
data from multiple studies are pooled & analysed
quantitative review
main statistic: effect sizes
number of different effect sizes available, depending on the study design/data
META-ANALYSIS: EXAMPLES
W Li, DS Dorstyn, LA Denson. (2014). Psychosocial correlates of college students’ help-seeking intention: a meta-analysis. Professional Psychology: Research and Practice, 45, 163-170.
Burke, A.L, J., Mathias, J.L., Denson, L.A. (2015). Psychological functioning of people living with chronic pain: a meta-analytic review British Journal of Clinical Psychology, 54, 345-360.
APAC ACCREDITATION STANDARDS
Honours Research Project
4.1.11 The research project must include an individual research question, individual intensive empirical literature review, individual data analysis, individual reporting of results and discussion…
A meta-analysis at Honours level MEETS APAC standards
A systematic review would likely NOT meet the requirement for “data analysis”
APAC ACCREDITATION STANDARDS
Master of Psychology Research Project
5.3.13 The research project must take the form of one or more of the following:
a program evaluation study;
a study based on experimental single case design;
a critical review, pilot study and full grant application;
a critical review and a meta analysis;
a critical review and secondary data analyses;
a traditional empirical research project; or
a literature review and an article suitable for submission to a peer-reviewed international scientific journal
A meta-analysis MEETS APA standards
A systematic review (including a scoping review) would meet the last criteria
PROPOSED STANDARDSHonours
“Undertake research to investigate a question relevant to the discipline of psychology.”
“A program must ensure graduates are competent in research methods and their application to psychological questions”
Masters
“APAC requires that the psychology programs at the Professional Competencies for Specialised Areas of Practice level leading to Area of Practice endorsement must ensure graduates: are competent to evaluate and apply research”
Overall requirement
“The AOU must provide evidence of how students are offered opportunities to undertake research as part of their curriculum and meet the expectation of competencies in research.”
REPORTING STANDARDS
JARS
Journal Article Reporting Standards
MOOSE
Meta-analysis of Observational Studies in Epidemiology
PRISMA
Preferred Reporting Items for Systematic Reviews and Meta-analyses
MARS
Meta-analysis Reporting Standards
BENEFITS OF PUBLISHING A REVIEW
Pickering, C. & Byrne, J. (2014) The benefits of publishing systematic quantitative literature reviews for PhD candidates and other early-career researchers. Higher Education Research & Development, 33, 534-548
TITLE
Specify that the manuscript describes a research synthesis: whether it is literature review, meta-analysis, systematic review etc.
Examples:
Psychosocial characteristics of spinal cord injury pain: a meta-analysis
Utilising the ICF to understand depressive symptomatology in adults with multiple sclerosis: an exploratory systematic review
ABSTRACT
Background/Objective
Problem under investigation
Methods
Study eligibility
Sample characteristics
Search process
Meta-analytic methods (if applicable)
Main results
Conclusions
Theoretical/practical implications
ABSTRACT: EXAMPLEObjective: Although the association between spinal cord injury pain and psychosocial correlates has been identified, the full range of psychological and social difficulties for those who experience acute and/or persistent pain is unclear…
Methods: Nineteen studies that examined persistent neuropathic, nociceptive or mixed pain subtypes in adults with a newly acquired or chronic injury (Nparticipants = 2934) were identified from electronic database searches. Mean differences between SCI pain and no pain groups on self-reported psychosocial outcomes were calculated…
Results: …Emotional functions were the most frequent psychosocial outcomes assessed, with pain contributing to heightened stress (d = -0.85), depression (d = -2.49) anxiety (d range = -16 0.85 to -1.45)….
Conclusions: Multi-component treatments which target mood disturbance and foster community connections are important in SCI pain management. However, to improve the comparability of future studies, SCI pain research must adopt definitions of pain consistent with the International Spinal Cord Injury Pain Classification along with validated outcomes which map onto the ICF framework.
INTRODUCTION
State the research question (refer to theoretical/practical issues) Example: ‘Most individuals with a spinal cord injury (SCI) will
experience neuropathic and/or nociceptive (i.e. musculoskeletal, visceral) pain of varying intensity, quality and constancy. For many, this results in a pain continuum, from acute biomedical treatment through to management of persistent pain. SCI pain management is further complicated by a multitude of cognitive, emotional, behavioural and social factors that can adversely affect, or buffer the pain experience. To ensure optimal pain management, an investigation of the psychosocial characteristics of both acute and persistent pain conditions following SCI is therefore required.
Aim(s) and hypotheses (if applicable) Example: ‘This paper will quantitatively review the available data to
map the onset and maintenance of psychosocial difficulties in spinal cord injury pain.’
METHODS: CRITERIA
Inclusion and exclusion criteria of primary studies
Operational definition of independent (predictor) and dependent (outcome) variable(s)
Eligible populations
Eligible research design (e.g. randomisation only, minimum sample size)
Time period in which studies needed to be conducted
Subgroup analyses, if any
PICO criteria (participants, intervention, co-intervention, outcome)
METHODS: SEARCH STRATEGY
List of electronic databases searched
Keywords used in database searches (incl. logic grid as Appendix)
Other efforts to retrieve available studies (e.g. listserv queries, authors contacted, reference lists of identified studies).
Whether search was limited to studies published in English (incl. reason why)
METHODS: DETERMINING ELIGIBILITY
How were studies screened?
(i.e. title, abstract and/or full text examined)?
Number of reviewers involved in search process.
If > 1 reviewer, how were disagreements resolved (i.e. consensus decision)?
Number of citations included
Number of citations excluded
Online Search: 18413 results identified
PubMed (9598), PsycINFO (741), Embase
(8074)Identification
3063 duplicates removed
Screening15350 titles and abstracts screened using the
inclusion and exclusion criteria
Eligibility
128 full text articles searched and read for
eligibility using inclusion and exclusion criteria
Included
113 articles excluded:
dissertation n = 16
pain not defined n = 1
duplicate n = 5
mixed disability sample n =
34
qualitative study n = 1
nil standardised measure n =
10
insufficient data n = 10
single SCI group n = 36
Final sample of 15 independent studies
included in review
15222 irrelevant titles and
abstracts excluded
Figure X: Flow chart of study selection process
LIST OF EXCLUDED STUDIES
Article details
Screening
INCLUDEOFF-
TOPIC DESIGN SAMPLE OUTCOMES
Aloulou, I. et al (2012). Longitudinal follow-
up of a spinal cord injury population. APMR,
55, e168-e170. Y
Alowesie, R. (2013). Anxiety and depression
correlates in Saudi victims of spinal cord
injury. Neuroepidemiology, 41, 242-243. N 1
Amtmann, D. et al (2012). University of
Washington self-efficacy scale: A new self-
efficacy scale for people with disabilities.
APMR, 93, 1757-1765.
N 1
METHODS
Assessment of study quality (important for systematic reviews)
If a quality scale was employed, description of criteria and the procedures for application (e.g. no. of reviewers, inter-rater agreement)
STATISTICAL METHODS: EFFECT SIZE METRICS
Effect sizes formulas (e.g. means and SDS, use of univariate Fto calculate effect size d etc)
Effect size averaging and/or weighting method(s)
How effect size confidence intervals (or standard errors) were calculated
How studies with more than one effect size were handled
STATISTICAL METHODS
Were fixed or random effects models used and why?
How was heterogeneity in effect sizes estimated/assessed?
Statistical programs or software packaged for analyses?
Tests of publication bias?
RESULTS
Table giving descriptive information for each study, including effect size and sample size.
Assessment of study quality, if any
QUALITY RATING
Reporting External Validity Internal Validity Power
Hypoth
ese
s/A
ims/
Obje
ctiv
es
Out
com
es
Sam
ple
Inte
rvent
ion
Conf
oun
ders
Main
fin
din
gs
Variabili
ty
Adve
rse e
ffect
s
Loss
to f
ollo
w-u
p
Exac
t p
val
ues
Sour
ce p
opul
ation
Sam
ple
Settin
g
Blin
din
g o
f gro
up a
ssig
nment
Blin
din
g o
f ass
ess
ors
Pla
nned a
naly
ses
Ass
ess
ment
int
erv
al
Sta
tist
ical te
sts
Inte
rvent
ion
com
plia
nce
Out
com
e m
easu
res
stand
ard
ised
Com
para
ble
gro
ups
Recr
uitm
ent
tim
e
Rand
om
isation
Blin
ded r
and
om
isation
Inte
nt-
to-t
reat ana
lyse
s
Loss
to f
ollo
w-u
p (nu
mbers
)
N =
30
Klein (2010)
Lewis (2013)
Litz (2007)
Quality Index Rating Scale by Downs and Black (1998)
Note: present; present, with some limitations; not present or unable to determine
RESULTS
Tables and/or graphic summaries to summarise:
Overall characteristics of the studies (eg. sample ns, sample characteristics, study design features etc)
Overall effect size estimates, including measures of uncertainty (i.e. confidence intervals)
Results of subgroup analyses, including no. of studies and total sample size per subgroup analysis
Assessment of publication bias (e.g. Fail safe N statistic)
Recruitment Nstudies Nparticipants Prevalence 95% CI Nfs p
LL UL
Community
Mixed
Hospital
12
3
2
2485
156
112
.29
.16
.27
.26
.11
.13
.32
.23
.47
104
13
.000
.000
.026
Prevalence
FOREST PLOT
DISCUSSION
Statement of major findings
Compare/contrast to available research
Alternative explanation for observed results
Generalisability of results
Limitations of review
Implications for future research, theory, policy, practice
RESOURCES
Software:
MIX Pro (on pcs in room 251)*
CMA Comprehensive Meta-analysis (license to purchase)
RevMan (Free)*
ESCI (Free)*
Effect size calculator (Free)*
Covidence (data extraction – license to purchase)
Forest Plot Viewer (graphing tool, also known as Meta Data viewer).
Cochrane Handbook
Joanna Briggs Institute Reviewers Manual
WORKSHOPS
www.Meta-Analysis-Workshops.com (based on Borenstein text)
JBI Comprehensive Systematic Review Training
REFERENCESAPA Publications and Communications Board Working Group on Journal Article Reporting Standards (2008). Reporting Standards for Research in Psychology: Why Do We Need Them? What Might They Be? American Psychologist, 63, 848–849.
Cooper, H (2011). Reporting research in psychology: How to meet the new standards for journal articles. Washington DC: APA
Cooper, H. & Dent, A.L. (2011). Ethical issues in conducting meta-analysis. In A.T.Panter and S.K. Sterba (eds). Handbook of ethics in quantitative methodology. New York: Routledge
Cooper, H. (2015). How to Review (and Write) a Meta-Analysis for Publication. (Webinar). Retrieved from: http://www.apa.org/pubs/authors/review-manuscript-ce-video.aspx
Lipsey, M.W. & Wilson, D.B (2000). Practical meta-analysis. Sage Publishing.
Borenstein, M., Hedges, L.V., Higgins, J.P.T., Rothstein, H.R. (2009). Introduction to meta-analysis. Wiley and Sons.