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LITERATURE REVIEW.

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Presentation on theme: "LITERATURE REVIEW."— Presentation transcript:

1 LITERATURE REVIEW

2 SYSTEMATIC LITERATURE REVIEW
WHAT IT IS? WHY IT IS? HOW TO CONDUCT IT? WHAT IS THE DIFFERENCE?

3 WHAT IS SYSTEMATIC LITERATURE REVIEW (SLR)?
Often refer as Systematic Review (SR) Definition: A rigorous summary of all primary research evidence relevant to a focus questions. Reviewing evidence and synthesising findings. A review of the research literature using systematic and explicit accountable methods.

4 WHAT IS SYSTEMATIC LITERATURE REVIEW (SLR)?
Often refer as Systematic Review (SR) Definition: A rigorous summary of all primary research evidence relevant to a focus questions. Reviewing evidence and synthesising findings. A review of the research literature using systematic and explicit accountable methods. Tight, detail Specific questions Creating something new from separate element Critical appraisal & analysis Undertaken according to a fixed plan or system or method Clear, understandable statement of all the relevant details

5 WHAT IS SYSTEMATIC LITERATURE REVIEW (SLR)?
Reviewing research systematically involves THREE key activities: Identifying and describing the relevant research (‘mapping’ the research). Critically appraising research reports in a systematic manner. Bringing together the findings into a coherent statement (known as synthesis)

6 MOTIVATIONS TO DO SLR To systematically accumulate, organize, evaluate, and synthesize all existing research evidence of your research area. To present fair evaluation of a research topic by using a trustworthy, rigorous, and auditable methodology. To produce reliable and unbiased results. To identify gaps in the existing research that will lead to topics for further investigation. To provide as a background to position new research activities

7 The systematic review process
Search bibliographic databases Formulate research questions Design search strategy Further selection of primary studies using inclusion criteria Identify possible papers from titles/abstracts Retrieve papers Quality appraisal Synthesis Extract data Formulate research / policy conclusions

8 STAGES OF SYSTEMATIC REVIEW
Report of findings Conclusions are made based on data Data are systematically pooled Information from studies is critically appraised Relevant studies are highlighted by search strategy Inclusion & Exclusion criteria are specified Clear RQ(s) is defined

9 STEPS IN CONDUCTING SLR
Planning Phase Formulate the review’s research questions Develop the review’s protocol Conducting Phase Search the relevant literature Perform selection of primary studies Perform data collections Assess study’s quality Conduct synthesis of evidence Reporting Phase Write up the SLR report/paper

10 PLANNING PHASE Formulate the review’s research questions
Develop the review’s protocol

11 PHASE 1 STEP 1: FORMULATE THE REVIEW’S RESEARCH QUESTIONS

12 The choice of review question depends on:
Who is prepared to fund a review or reviews. Example: Ministry of Health funded the study on Zika outbreak Who is prepared to invest their time in conducting a review What questions these people (conducting the review) see as important Is the most important part in any SLR Is not necessarily the same as question(s) addressed in your research. Is used to guide the search process Is used to guide the extraction process

13 FORMULATING RQ: Petticrew & Robert (2006) suggest that the formulation of RQs about effectiveness of a treatment should focus on 5 elements known as PICOC

14 Example: Title: “Cross verses Within-Company Estimation Cost Estimation Studies: A Systematic Review”

15 Example: Title: “Empirical Studies of Pair Programming for CS/SE Teaching in Higher Education: A Systematic Literature Review”

16 PHASE 1 STEP 2: DEVELOP THE REVIEW’S PROTOCOL

17 Protocol: A plan that specifies the basic review procedures.
Components of a protocol: Background – rationale for survey RQ – define before starts the survey/review Search terms – terms/keywords, identify sources (resources, databases, journals, conferences, report etc) Selection criteria – inclusion and exclusion criteria Quality checklist and Procedures - Criteria used to evaluate quality of primary sources Data extraction strategy What data will be extracted from each primary source How to handle missing information How data reliability will be addressed - Usually multiple reviewers Where data will be stored Procedure for data synthesis – format for summarising the data Project schedule – log information of data/reference retrieval

18 CONDUCTING PHASE Search the relevant literature
Perform selection of primary studies Perform data collections Assess study’s quality Data Extraction Conduct synthesis of evidence

19 PHASE 2 STEP 1: SEARCH THE RELEVANT LITERATURE

20 Involves a comprehensive and exhaustive searching of studies to be included in the review.
Search strategies are usually iterative and benefit from: Preliminary searches (to identify existing review and volume of studies) Trial searches (combination of terms from RQ) Check the search results against list of known studies Consult the experts in the field Identify source of evidence

21 Source of evidence: Digital libraries. Examples: INSPEC , El Compendex, Science Direct, Web of Science, IEEExplore, ACM Digital library Reference lists from relevant primary studies and review articles Journals (including company journals such as the IBM Journal of Research and Development) Grey literature (i.e. technical reports, work in progress) Conference proceedings Research registers. Examples: LinkedIn, research gate The Internet. Example: google scholar, cite seer, Agile Alliance Direct contact specific researcher(s)

22 Documenting the source:
The process of conducting SLR must be transparent and replicable. The review should be documented in sufficient detail The search should be documented and changes noted. Unfiltered search results should be saved for possible reanalysis

23 PHASE 2 STEP 2: Perform selection of primary studies

24 Primary studies need to be assessed for their actual relevance
Set the criteria for including or excluding studies Inclusion & exclusion criteria should be based on RQ Study selection is a multistage process.

25 EXAMPLE: Kitchenham et al. (2007) work : “Cross verses Within-Company Estimation Cost Estimation Studies: A Systematic Review”

26 EXAMPLE: Salleh et al. (2011) work: “Empirical Studies of Pair Programming for CS/SE Teaching in Higher Education: A Systematic Literature Review”

27 PHASE 2 STEP 3: Perform data collections

28 Collect the literature from the identified source
Read, Summarize Keep and save: Tools for Reference Management

29 PHASE 2 STEP 4: Assess study’s quality

30 Reasons: To provide more detailed Inclusion/Exclusion criteria
To check whether quality differences provide an explanation for differences in study results As a means of weighting the importance of individual studies when results are being synthesized. To guide the interpretation of findings and determine the strength of inferences. To guide recommendations for further research.

31 Example: Salleh et al. (2011) work: “Empirical Studies of Pair Programming for CS/SE Teaching in Higher Education: A Systematic Literature Review”

32 PHASE 2 STEP 5: Data Extraction

33 Involve reading the full text article.
Data extracted from primary studies should be recorded using data extraction form. Collect all the information that can be used to answer the RQ and the study’s quality criteria. Both quality checklist and review data can be included in the same form. In case of duplicates publications (reporting the same data), refer to the most complete one. For validation, a set of papers should be reviewed by 2 or more researchers. Compare results and resolve any conflicts.

34 PHASE 2 STEP 6: Conduct synthesis of evidence

35 Key objectives of data synthesis (Cruzes & Dyba, 2011):
Involves collating and summarizing the results of the included primary studies Key objectives of data synthesis (Cruzes & Dyba, 2011): to analyse and evaluate multiple studies to select appropriate methods for integrating or providing new interpretive explanations about them

36 REFERENCES Budgen,D., Charters, S., Turner, M.,, Brereton, P., Kitchenham, B., Linkman, S. (2006) Investigating the applicability of the evidence-based paradigm to software engineering, Proc Int’l Workshop on interdisciplinary software engineering research, pp. 7 – 13 Cruzes, D.S., and Dyba, T. (2011) Research Synthesis in Software Engineering: A tertiary study, Information and Software Technology, 53(5), pp Jalali, S. & Wohlin, C. (2012). Systematic Literature Studies: Database Searches vs.Backward Snowballing, Proceedings of the 6th Int'l Symp. Empirical Software Engineering & Measurement (ESEM 2012). Kampenes, V. B., Dyba, T., Hannay, J. E., & Sjoberg, D. I. K. (2007). A systematic review of effect size in software engineering. Information and Software Technology, 49, Salleh, N., Mendes, E., & Grundy, J. (2011). Empirical studies of pair programming for CS/SE teaching in higher education: A systematic literature review. IEEE Transactions on Software Engineering, 37(4): 509 – Kitchenham, B., Mendes, E., Travassos, G.H. (2007) A Systematic Review of Cross- vs. Within- Company Cost Estimation Studies, IEEE Transactions on Software Engineering, 33 (5), pp

37 - Thank you: PM Dr. Zuraini & Dr. Rashimah
SLR PRACTICAL - Thank you: PM Dr. Zuraini & Dr. Rashimah

38 SLR RQ: What are the factors that influence acceptance on augmented reality technology?

39 DATABASE

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41 SEARCH RELEVANT STUDIES

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44 DATA COLLECTION

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48 REPORTING PHASE Write up the SLR report/paper

49 REPORT STRUCTURE Introduction
General introduction about the research. State the purpose of the review. Emphasize the reason(s) why the RQ is important. State the significance of the review work and how the project contributes. Main Body Review method : briefly describe steps taken to conduct the review Results: Findings from the review, i.e. the synthesis Discussion: Implication of review for research & practice, Threats to Validity Conclusions

50 SAMPLE OF SLR REPORT Rouhani, Babak Darvish, et al. "A systematic literature review on Enterprise Architecture Implementation Methodologies." Information and Software Technology 62 (2015): 1-20. Salahuddin, Lizawati, and Zuraini Ismail. "Classification of antecedents towards safety use of health information technology: A systematic review." International Journal of Medical Informatics (2015):


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