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9/8/2016 1 Sakda Arj-Ong Vallipakorn, M.D., PhD., MSIT(Information Technology), MAIS (Information Science) Pediatrics, Ped Cardiology, Ped Emergency Section for Clinical Epidemiology & Biostatistics, Ramathibodi Hospital Mahidol University Topics Concepts of Searching in Meta‐analysis Study identification process Medical Database(s)/Resources PICO Based of Searching Concept How to construct Searching Terms & Strategies Example of Advances PubMed Searching For Meta‐Analysis 

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Page 1: Advanced Searching for Meta-Analysis 9 September 2016 ... · 9/8/2016 2 Systematic Review Process 1 •Formulate Review Question (PICO) 2 •Locate/identify Study 3 •Define Inclusion

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1

Sakda Arj-Ong Vallipakorn, M.D., PhD.,MSIT(Information Technology), MAIS (Information Science)

Pediatrics, Ped Cardiology, Ped Emergency

Section for Clinical Epidemiology & Biostatistics, Ramathibodi Hospital Mahidol University

Topics•Concepts of Searching in Meta‐analysis• Study identification process• Medical Database(s)/Resources• PICO Based of Searching Concept • How to construct Searching Terms & Strategies

•Example of Advances PubMed Searching For Meta‐Analysis 

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Systematic Review Process1 • Formulate Review Question (PICO)

2 • Locate/identify Study

3 • Define Inclusion & Exclusion Criteria

4 • Select Studies

5 • Risk of Bias Assessment (Quality Assessment)

6 • Extract Data

7 • Analyze and Present Results

8 • Interpret Results

ExhaustiveSearching

Study Identification ProcessSelect Databases

Develop Search Terms & Strategy

Searching

Explore Results from Searching

Export into Reference Manager

ModifySearch Strategy

RCT:รีบคิดรีบจองรีบ conduct

Prospero ?Cochrane ?

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Lead Poisoning

vs. Different modes of RX

From your current Background,What are searching DB for Systematic Reviews ?

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Searching Resource(s)1. Pubmed

2. ..

3. ..

4. ..

5. ..

6. ..

Database/Resources Domains•Physicals/Characteristic of DB Resources• Abstract Database• Full Text Database • Systematic Review/Meta‐Analysis Database• Others

•Groups of purpose• System/Guideline• Synopses• Summaries• Original articles/studies

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Journal Articles Databases• MEDLINE• EMBASE• SCOPUS• OVID• Cochrane DB• DARE (Database of Abstracts of Reviews of Effects)

• Web of Science• CINAHL• PsycINFO• Etc.

Grey Literature• Organization reports

• Governmental reports

• Conference Proceedings*

• Dissertation & Theses

•Web

•White papers

(original & recent report)

Summary of Databases

http://www.greylit.org/about

• Google

• Google Scholar

Others Search Engines

Information Sources/Databases

Systems Synopses

Summaries Studies

Pre‐appraised journals 

and databases

Regularly Updated Evidence & Some CPG ‐Guideline

Well conducted Systematic Review & Meta‐analysis Original primary studies

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System• “Regularly updated evidence”•Sometimes with guidance/recommendations

•ACP online: http://smartmedicine.acponline.org

•UpToDate: http://www.uptodate.com/ (Rama: library.ra.mahidol.ac.th/utd/)

•BMJ Clinical Evidence:http://www.clinicalevidence.com

Synopses•Pre‐appraised journals and databases•ACP Journal Club: https://acpjc.acponline.org•Essential Evidence Plus: http://www.essentialevidenceplus.com/•EBM Journal (by BMJ): http://ebm.bmj.com/

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Summaries•Systematic reviews that are well conducted

•The Cochrane Library:http://www.cochrane.org/

Studies•Original primary studies• Randomized/Nonrandomized Controlled Trials• Cohort studies• Case‐control studies• Cross sectional studies• Case reports

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Ex. Search Engine & Databases

Pubmed

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PubMed

SCOPUS

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OVID

OVID

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ScienceDirect

EMBASE (http://www.elsevier.com/online-tools/embase)

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http://www.thecochranelibrary.comCochrane Library

http://www.thecochranelibrary.com

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Clinical Trialshttps://clinicaltrials.gov/

http://clinicaltrials.gov/ct2/show/NCT00374894?term=%22Lead+poisoning%22+AND+%22Children%22&rank=2

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Clinical Trials

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DARE Databasehttp://site.ovid.com/products/ovidguide/daredb.htm

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CINAHLhttp://www.ebscohost.com/nursing/products/cinahldatabases/cinahl-complete

Web of Sciencehttp://thomsonreuters.com/thomson‐reuters‐web‐of‐science/

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American Psychological Associationhttp://www.apa.org/pubs/databases/psycinfo/

Google Scholar

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Search Engine(s) and Database(s)Search Engine Database(s)

PubMed MEDLINE

Ovid MEDLINE, EMBASE, …

Scopus SCOPUS

Overlapped of Databases

MEDLINE

EMBASECINAHL

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A Girl 12 Year old present with Bell Palsy

What are you do next step ?•Clinical Question•Transform Clinical Question to Research Question•PICO

•Select Database Resources•Construct search terms & Do its, Exhaustive

•Select the papers

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P

I

C

O

P

I

C

O

Bell Palsy

Antiviral

Steroid

Recovery Rate

AND

AND

AND

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PBell Palsy

Idiopathic Facial Palsy

I AntiviralAntiviral

Acyclovir

Valacyclovir

C Steroid

Prednisolone

Methylprednisolone

O

Recovery Rate

House‐Brackmann Scale

Sunnybrook Scale

AND

AND

AND

oror

oror

oror

oror

oror

Group Your Question into Terms

•Terms #1 Bell Palsy• Subject Headings “Bell Palsy”   [MeSH]• Text words “Bell Palsy”, “Idiopathic facial

paralysis”, …[Text words]

•Terms #2 Antiviral• Subject Headings “Antiviral agents”[MeSH]• Text words “Antivirus”, “Antiviral drug”, 

………………….[Text words]

•Terms #3 Steroid• Subject Headings “Steroids”[MeSH]• Text words “Steroid”, “Prednisolone”, …

……………… …[Text words]

P

I

C

OR

OR

OR

And

And

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Combination of Search Terms

Operators :

•Use “AND” between domains (P/I/C/O)

•Use “OR” inside domains for similar terms or terms that have several synonyms

Query ExampleQuery Number

Search QueryNumber of Results

1 Facial nerve.mp. or exp Facial Nerve/ 136452 Paralysis.mp. or exp Paralysis/ 732673 1 and 2 43064 Facial Nerve Paraly$.mp. 7275 exp Facial Paralysis/ 89426 Fac$ Paralys$.mp. 94657 Idiopath$.mp. 649508 (3 or 4 or 5 or 6) and 7 4309 Palsy.mp. or exp Palsy/ 47510 $ Pals$.mp. 161911 8 or 9 or 10 182812 Antiviral Agents.mp. or exp Antiviral Agents/ 21640013 Antivir$.mp. 5949514 Ac?clovir.mp. or exp Acyclovir/ 1178415 Valac?clovir.mp. 75816 11 and (12 or 13 or 14 or 15) 14917 limit 16 to randomized controlled trial 9

P

I

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Advanced PubMed Searching

PubMed•Free search engine•Comprises of MEDLINE database

•Maintain by US National Library of Medicine, National Institutes of Health

•First released in 1996•Accessed from “http://www.pubmed.gov”

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MEDLINE•1946 to present material

•5,600 journals in 39 languages•2,000 ‐ 4,000 references added each day•Biomedicine and health

Frequently Used Functions in PubMed

1. MeSH

2. Search Operators

3. Limits (Filters)

4. Clipboard

5. Save searches in many output formats

6. Register to My NCBI Account

7. Advanced search

8. Citation matcher

9. Clinical Queries

10. Retrieval of full text paper

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Subject HeadingsDatabase Subject Headings

MEDLINE MeSH

EMBASE EMTREE

CINAHL CINAHL Headings

Cochrane Library MESH

PsycINFO Thesaurus of PsychologicalIndex Terms

SCOPUS N/A

Web of Science N/A

MeSH•Medical Subject Heading

• “Tag” of subject in database1

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Search Operators•Truncated search term (wildcards)• flavor* = flavoring + flavored + flavors• synerchi* = synerchiae + synerchia

•Combining search terms• AND• OR• NOT• ( ) : e.g. (Au)

2

Limits(Filters)

•Filter wanted/unwanted results• Age: infants, adults, …• Article types: original studies, RCTs, Meta‐analysis, …• Article language• Human/animal• Recently published

3

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Clipboard•Stored items for later review

•Max 500 items

•8 hours before deleted•Send to ‘collection’ instead if you want to permanently stored

(Need My NCBI account)

4

Register to My NCBI 5

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5

Saved search to many formats

•Save for later updates•Useful when you’re doing systematic review

•Can also automatically e‐mail updates

6

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Advanced Search•Search in command line‐based

•Useful for complex searches

•Use # for referring to previous searches

•Operators: AND, OR, NOT, and ()

7

Download History (Useful for Meta-analysis)

•CSV File•Will open in Spreadsheet programs (Excel)

•For use in report of search strategy supplementary table

8

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Export to EndNote

9

Export to EndNote•Send To command

•File•Choose MEDLINE• In EndNote choose PubMed (NLM)

•Citation manager• .nbib EndNote• Limit 200 article maximum

9

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Citation Matcher• Locate an article when you know the author name / title / journal name / volume / pages

• http://www.ncbi.nlm.nih.gov/pubmed/citmatch or visit pubmed.gov and look for Single Citation Matcher

• Single vs. Batch

10

Single Citation Matcher

10

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Single Citation Matcher10

Single Citation Matcher

10

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Single Citation Matcher

10

Single Citation Matcher

10

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Single Citation Matcher

10

Single Citation Matcher10

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Clinical Queries

11

Clinical Queries

“Very helpful to quickly check to Meta‐analysis publications”

11

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11

Clinical Queries11

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Clinical Queries11

Example

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HRTs in Postmenopausal Woman with Insomnia/Sleep Problem

PIO

AndAnd

AndAnd

AndAnd

OROR

OROR

OROR OROR

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OR

OR

AND

AND

P

I

O

SearchQuery Items found#1 Search Menopause[MeSH Terms] 50135

P1

#2 Search "Menopause" 40740#3 Search *menopaus* 54777#4 Search Climacteric* 8389#5 Search "the Stages of Reproductive Aging Workshop" 67

#6Search ((((Menopause[MeSH Terms]) OR "Menopause") OR *menopaus*) OR Climacteric*) OR "the Stages of Reproductive Aging Workshop" 74907

#9 Search Dyssomnias[MeSH Terms] 53779

P2

#10 Search Insomnia 18934#11 Search sleep difficulty 2376#12 Search Sleep disorder 79138#13 Search sleep initiation 11381#14 Search initiate sleep 329#15 Search sleep deprivation 10675#16 Search sleepless* 722

#17Search (((((((Dyssomnias[MeSH Terms]) OR Insomnia) OR sleep difficulty) OR Sleep disorder) OR sleep initiation) OR initiate sleep) OR sleep deprivation) OR sleepless* 89301

#18

Search ((((((Menopause[MeSH Terms]) OR "Menopause") OR *menopaus*) OR Climacteric*) OR "the Stages of Reproductive Aging Workshop")) AND ((((((((Dyssomnias[MeSH Terms]) OR Insomnia) OR sleep difficulty) OR Sleep disorder) OR sleep initiation) OR initiate sleep) OR sleep deprivation) OR sleepless*) 1110 P1+P2

#20 Search Estrogens[MeSH Terms] 58155

I

#22 Search "Estrogen" 129460#23 Search progest* 115761#24 Search "Hormone Replacement Therapy" 17741

#25Search (((Estrogens[MeSH Terms]) OR "Estrogen") OR progest*) OR "Hormone Replacement Therapy" 240761

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#27 Search polysomnography[MeSH Terms] 16353

O

#28 Search polysomnogra* 21864#29 Search actiwatch 181#30 Search actigra* 5015#31 Search "quality of life" 236636#32 Search "Insomnia Severity Index" 438#33 Search "Epworth Sleepiness Scale" 2710#34 Search sleep diar* 1008#35 Search "visual analogue scale" 16826#36 Search "Basic Nordic Sleep Questionnaire" 29#37 Search "Pittsburgh Sleep Quality Index" 2384#38 Search "Jenkins Sleep Scale" 11#39 Search "sleep duration" 4297#41 Search Sleep quality 19821

#42

Search ((((((((((((polysomnography[MeSH Terms]) OR polysomnogra*) OR actiwatch) OR actigra*) OR "quality of life") OR "Insomnia Severity Index") OR sleep diar*) OR "visual analogue scale") OR "Basic Nordic Sleep Questionnaire") OR "Pittsburgh Sleep Quality Index") OR "Jenkins Sleep Scale") OR "sleep duration") OR Sleep quality 286515

#43

Search (((((((((Menopause[MeSH Terms]) OR "Menopause") OR *menopaus*) OR Climacteric*) OR "the Stages of Reproductive Aging Workshop")) AND ((((((((Dyssomnias[MeSH Terms]) OR Insomnia) OR sleep difficulty) OR Sleep disorder) OR sleep initiation) OR initiate sleep) OR sleep deprivation) OR sleepless*))) AND ((((Estrogens[MeSH Terms]) OR "Estrogen") OR progest*) OR "Hormone Replacement Therapy")) AND (((((((((((((polysomnography[MeSH Terms]) OR polysomnogra*) OR actiwatch) OR actigra*) OR "quality of life") OR "Insomnia Severity Index") OR sleep diar*) OR "visual analogue scale") OR "Basic Nordic Sleep Questionnaire") OR "Pittsburgh Sleep Quality Index") OR "Jenkins Sleep Scale") OR "sleep duration") OR Sleep quality) 127 PIO

Search Terms and Strategies

(((((((((Menopause[MeSH Terms]) OR "Menopause") OR *menopaus*) OR Climacteric*) OR "the Stages of Reproductive Aging Workshop")) AND ((((((((Dyssomnias[MeSH Terms]) OR Insomnia) OR sleep difficulty) OR Sleep disorder) OR sleep initiation) OR initiate sleep) OR sleep deprivation) OR sleepless*))) AND ((((Estrogens[MeSH Terms]) OR "Estrogen") OR progest*) OR "Hormone Replacement Therapy")) AND (((((((((((((polysomnography[MeSH Terms]) OR polysomnogra*) OR actiwatch) OR actigra*) OR "quality of life") OR "Insomnia Severity Index") OR sleep diar*) OR "visual analogue scale") OR "Basic Nordic Sleep Questionnaire") OR "Pittsburgh Sleep Quality Index") OR "Jenkins Sleep Scale") OR "sleep duration") OR Sleep quality)

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Selection of Studies

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Send to Citation Manager (EndNote)

• If Overview TITLE+ABS of 1,2,4,6,9 and 14 relevant with what dose we want.• Background VS. Foreground• Inclusion and Exclusion Criteria• Optimized Filters Usage

•Select them, then

18

Send to Citation Manager (EndNote)

18

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Thank You for Your AttentionDr. Sakda A Vallipakorn, MD.,PhD

Email: [email protected]