How to conduct an effective Literature Review - IIT Kanpur Skills/research... · How to conduct an...

How to conduct an effective Literature Review

TEQIP Short Term Course on Research Skills and Methods

19th - 21st February 2016

Ashish Garg IIT Kanpur

ashishg@iitk.ac.in

Bibliography •  “A Gentle Guide to Research Methods” by

Gordon Rugg and Marian Petre, McGraw Hill

•  Many other on-line articles

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What is “Literature Review”? •  C. Hart (1998) “Doing a literature review:

Releasing the social science research imagination”, London, UK, Sage Publications. – Theuseofknowledge/ideas/approachesintheliterature

•  Tocorrectlyiden8fytheproblem(ifvaguelyknownbeforehand)

•  Tojus8fythepar8cularapproachtakentothetopic•  Toassesstheselec8onofmethodsused,and•  Tounderstandthattheresearchtobedonecontributessomethingnew

– Qualityofthereviewmeansappropriatebreadthanddepth,rigorandconsistency,clarityandbrevity,andeffec8veanalysisandsynthesis

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What is “Literature Review”? •  J. Shaw, System, 23(3), 325-335 (1995).

– Processofthereviewshould“explainhowonepieceofresearchbuildsonanother”.

•  Webster and Watson, MIS Quarterly, 26 (2), 13-23 (2002) – Aneffec8veliteraturereviewcreatesafirmfounda8onforadvancingknowledge.Itfacilitatestheorydevelopment,closesareaswhereaplethoraofresearchexists,anduncoversareaswhereresearchisneeded.

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Literature Review •  An effective literature review should include

the following characteristics: a)  Methodologicallyanalyzeandsynthesizequality

literature,b)  Provideafirmfounda8ontoaresearchtopicc)  Provideafirmfounda8ontotheselec8onofresearch

methodologyd)  Demonstratethattheproposedresearchcontributes

somethingnewtotheoverallbodyofknowledgeoradvancestheresearchfield’sknowledge-base.

•  Helps you to create a good impression on the supervisor that you do understand the state of the art in your chosen field J

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Stages of Literature Review

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1.INPUT

2.PROCESSING

3.OUTPUT

i.KnowledgeoftheLiterature

ii.UnderstandingoftheLiterature

iii.Applica8on

iv.Analysis

v.Synthesis

vi.Evalua8onQualityofinput(SourceandSearchtools)

Knowing and Understanding the Literature

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Example:Oneisdoingaliteraturereviewon“CO2emissionandglobalwarming”

Case-IIthasbeenshowedinvariousstudiesthatCO2emissionleadstoincreaseintheglobalmeanearthtemperature(ABCetal,DEFetal…).

Case-IIIthasbeenshowedinvariousstudiesthatCO2emissionleadstoincreaseintheglobalmeanearthtemperature.Forexample,ABCetal.conductedadetailedstudyandfoundthatCO2emissionsleadtoanincreasedof2-5degreesinthemeantemperaturesdependingontheloca8onandlevelofpollu8on.Inanotherstudy,BEFetal.showedthattheincreaseinthemeantemperaturewasbetween1-2degreesandthedevia8onwasalsodependentonthelocalmeantemperaturesataspecificloca8on.

BETTER

Application •  Typically a two step two-step process

–  Iden8fythemajorconceptsortopicsorsubtopicsrelevanttothesubjectunderconsidera8on,and

– Placethecita8oninthecorrectcategoryofconcept.

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Concept1 Concept2 Concept3 ConceptM

ArKcle1 X

ArKcle2 X X

ArKcle3 X

ArKcleN X X

Analysis •  Analyze the data

– Understandhypotheses– Understandmodelsusedorexperimentalcondi8onsused– Makeconnec8ons–  Compareandcontrast–  Findoutstrongpointsandloopholes– …..

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Analysis: An Example

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Case–IDataminingistheanalyzingandinterpreta8onoflargeamountsofinforma8on.Throughanalyzingvastamountsofdataitispossibletofindpaeerns,rela8onshipsandfromthesediscoveriesitispossibletomakecorrela8ons(Chen&Liu,2005).

CaseIIDataminingisaprocessofdiscoveringnewknowledgebyusingsta8s8calanalysistoiden8fypreviouslyunsuspectedpaeernsandclusteringinlargedatasets(Chen&Liu,2005).

Whyitwouldbeofanyinterestorvaluetofindpaeernsandrela8onshipsinordertomakecorrela8ons?

InformingScienceJournal,9,181(2006)

Synthesis and Evaluation •  Bringing out something new out of the

literature review –  Iden8fica8onofunsolvedproblemsorissues– Problemsinthemodelsorexperimentaldesignsusedinpast

– Anewidea– Providerecommenda8onsandconclusions

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Synthesis: Example

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ExampleCO2emissionisbelievedtoberesponsibleforincreaseintheglobalmeantemperatures.Theproblemisassociatedwithemissionsduetocoalburning,biomassburning,vehicularpollu8onandotherhumanac8vi8es.Howevertherearestudieswhichcontradictthisviewandsuggestthatglobalwarminghasnorela8ontotheatmosphericCO2levels.

ExampleVarioushumanac8vi8esrelatedtoburningofhydrocarbonsleadtoCO2emissionsintheatmospherewhicharewidelybelievedtoberesponsibleforincreaseintheglobalmeantemperatures.Atthesame8me,therearestudieswhichcontradictthisviewandsuggestthatglobalwarminghasnorela8ontotheatmosphericCO2levels.Itwouldthusbeinteres8ngtoexaminethisindetailbymodelingthedataaswellasbycarryingoutexperimentsaswellasdatacollec8oninareaswhichhaveexperiencedlargeincreaseintheCO2levelsduetoindustrializa8onandfindoutwhythesediscrepanciesoccur.

√Beeer

How do you actually do it? •  Exploit the power of web in a positive way

•  Rely on refereed articles published in scholarly journals, not just on some news items or random articles

•  There is a method to it.

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Method •  Specify your research question.

–  Itistricky,shouldnotbetoonarrowortoobroad– Learnbyexperience– Example:Howtosearchforinforma8onrelatedtoglobalwarmingbyusingkeywords

•  Globalwarming•  Globalwarmingandpollu8on•  Globalwarmingandairpollu8on•  Globalwarmingandairpollu8onandcarbondi-oxide•  ……………

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Use of Bibliographic Databases •  Identify ones which are of your use

– WebofScience(orISIwebofknowledge)– Scopus– GoogleScholar

•  Build a tentative list of terms that you would use for search

•  Narrow your search

•  Refine your search

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Further work •  Thorough reading of the papers/articles

–  Forwardandbackwardsearch

•  Read critically, make observations of the salient points and create summaries

•  Compile the information, compare and contrast

•  Go back to step-1 if needed

•  Determine what is done, what is the relevance and the importance of the work done, what are the missing links and the remaining challenges on the topic you have chosen.

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Important aspects •  An effective and quality literature review is

based upon a concept-centric approach rather than chronological or author-centric approach –  J.Webster&R.T.Watson,MISQuarterly,26(2),13-23,2002.

•  Authors of literature reviews are at risk for producing mind-numbing lists of citations and findings that resemble a phone book – impressive case, lots of numbers, but not much plot. – D.J.Bem,PsychologicalBulle8n,118(2),172-177,1995. 17

Output of a literature review

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Hart,C.(1998).Doingaliteraturereview:Releasingthesocialscienceresearchimagina5on.London,UK:SagePublica8ons.

Structureofanargument

Key points •  Literature review is not a one time thing.

–  Itisacon8nuousandcyclicprocessthatonemayneedtogobackandforth8lltheend.

•  Important to comment upon the comparisons between numerical and experimental studies.

•  Reasons/arguments must be constructed to explain the disagreements/discrepancies like some of the assumptions made in numerical/theoretical studies are not at all only partly met in experiments.

•  Conversely, experimental error analysis must be performed to ascertain whether the differences are significant or well within the error band.

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Writing a literature review •  A difficult task to write a good review

•  Unlike an introductory chapter in a thesis or report, a literature review is usually more comprehensive and elaborate and is well-supported by the evidence. 

•  Topics are usually covered in substantial detail and supported by references to research

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Structure of a literature review •  Various methods of writing a literature

review

•  One can either go by the authors or by the topic – Usually,secondapproachisbeeerthanthefirst

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Process of writing the literature review •  Read and understand the articles

– Understandthepurpose,assump8ons&hypothesesmadeandtheclaimsmadeintheformofresultsandanalysis

•  Organization of the topics – Synthesizetheinforma8onintheformofnotes,takereferences

•  Createasetoftopicsandsub-topics•  Iden8fykeyreferencesforeachtopic

– Createastoryinthemind

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Process of writing the literature review •  Jot down a framework in the document

– Forexample,makealistofvarioussec8ons•  Introduc8onofthearea•  Statementoftheproblem•  Topicandsub-topicwiselistofsec8ons•  Provideadiscussion•  Provideanaccountofwhatneedstobedone•  Summaryandoutlook•  References

•  Fill in the details •  Read it thoroughly and get rid of the mistakes

– Payspecialaeen8ontofactualmistakes,spellingmistakes,assump8onsandclaims

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Reading the articles

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How to read a scientific article •  A complex task •  Try not to read it like a text book •  Identify its structure and features •  Look for author’s main points •  Ask questions before, during and after

reading the article •  Draw inferences based on your own

knowledge and experience

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Structure of an article •  Most article follow a conventional structure:

– Abstract–  Introduc8on/LiteratureReview– Methods/ExperimentalDesign/Calcula8onDetails– Results– Discussion– Summary/Conclusions– AcknowledgementandReferences

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Abstract •  Purpose of the study •  Very brief account of Methodology •  Key results •  Most important message(s)

27Whatnext:Youmaymovetofigurestogetafeelofthecontents!

Introduction Section •  What is the purpose of introduction section?

– ProvidebackgroundInforma8on

– Exposethelacunasorgapsintheexis8ngbodyofknowledgeandstatetheproblemundertaken

– Showmo8va8onofthestudy

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Introduction

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Royetal.,Am.J.Phys.758,August2007

Introducingthetopic

Introduction

30Royetal.,Am.J.Phys.758,August2007

Builduptotheproblemwithexamplesofworksdoneinpast

Introduction

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Royetal.,Am.J.Phys.758,August2007

Highligh8ngtheproblem

Introduction

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AnalyzingtheProblem

Royetal.,Am.J.Phys.758,August2007

Introduction

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Howtheauthorshavetackledtheproblemexis8ngintheliterature

Analysisoftheproblem

Royetal.,Am.J.Phys.758,August2007

Experimental/Calculation Details •  Experimental Details:

– DesignofExperiments– Explana8onofthetypeofexperimentsconductedandtheirdetailsforonetobeabletoreproducetheresults

•  Explain the calculation approach – Whatkindofsoqwaresoralgorithmswereused,whatweretheassump8onsmadeetc

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Details of the Experiment

35Royetal.,Am.J.Phys.758,August2007

NeedtobeenoughtoallowrepeKKonofthework

Results and Discussion •  Results

– Repor8ngofvariouskindsofdataintheformoffigures/graphsandtables

– Observa8onsmadewithappropriatereferencestothefiguresandtables

•  Discussion – Comparisonofthefindingswiththeliterature– Explana8onofanynewfindingandproposepossiblereasonsbymeansofeitherorallofanaly8cal/schema8c/textualmethods

–  Inferencesdrawninabroadercontext– Answerstotheques8onsposedintheintroduc8on

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Results and Discussion

37Royetal.,Am.J.Phys.758,August2007

Results and Discussion

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Sourceoferror

Results

39Royetal.,Am.J.Phys.758,August2007

Analysisofthedata

Results

40Royetal.,Am.J.Phys.758,August2007

AnalysisandNovelty

Discussion

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HighlighKngtheimportantfeaturesLimitaKonsPossibilityoffurtherstudies

Royetal.,Am.J.Phys.758,August2007

What are your critical observations? •  On Page 1, why should the drag force consist

of a damping like behaviour? •  How correct is the assumption about

dependence of damping coefficient k on permeability of vacuum, magnetic moment, conductivity and inner radius?

•  What will this happen if the magnet was not a good metal?

•  What if the magnet is not cylindrical? •  What is magnet gets titled? •  What if the gap between magnet and the tube

wall is tiny? 42

What else? •  Extension of this idea to some other problem

– Forexamplehowdoshockabsorberswork?– Cantherebeanyapplica8onofthisexperimentorLenz’sLaw?

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Summary •  Have some idea of the topic in mind. •  Choose right sources and be methodical. •  Get enough literature relevant to your

problem. •  Read thoroughly and be critical. •  Ask questions at every stage. •  Make notes. •  Remember it is a continuous process even you

have found your problem and have started experiments/calculations/modelling.

•  Have fun while doing all this J 44