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Systematic Literature Studies:
Database Searches vs.
Backward Snowballing
DB-Searches vs. Snowballing

Outline
•
•
•
•
•

Context
Research Questions
Results
Conclusions
References

2
Context
DB-Searches vs. Snowballing

• Kitchenham and Charters [1]
 recommend starting with systematic searches in
databases using well-defined search strings to find
relevant literature.
• It is also recommended that snowballing from reference
lists of the identified articles should be used in addition.

• Webster and Watson [2]
 propose to use snowballing as the main method to
find relevant literature.
• backward snowballing (from the reference lists)
• forward snowballing (finding citations to the papers)

3
DB-Searches vs. Snowballing

Research Questions
• RQ1. To what extent do we find the same
research papers using two different review
approaches?

• RQ2. To what extent do we come to the same
conclusions using two different review
approaches?

4
Results
DB-Searches vs. Snowballing

• RQ1. same papers?
The (initial and final) set
of papers are different
both in the number and
the actual papers.
Although 27 papers
were common. More of
the 50% in each study.

5
Results
DB-Searches vs. Snowballing

• RQ2. same conclusions?

Regardless of the differences in the actual numbers
and figures, similar pattern were identified in both
studies and hence similar conclusions were drawn.
• However, when excluding the same papers from
both studies and analyzing only the remaining
unique papers of each study the identified patterns
seem to be slightly different

6
DB-Searches vs. Snowballing

Conclusions
• There is not a high dependency on whether
using database searches or snowballing.
• It is also quite obvious that the overlap will
become larger if combining the two search
strategies
 although the downside being that it generates
more work.

• More such comparison studies are required to
be able to compare the methods fairly.
7
References
DB-Searches vs. Snowballing

[1]

B. Kitchenham, S. Charters (2007): Guidelines for Performing
Systematic Literature Reviews in Software Engineering. Version 2.3,
Technical Report, Software Engineering Group, Keele University and
Department of Computer Science, University of Durham.

[2]

J. Webster, R. T. Watson (2002.): Analyzing the Past to Prepare for
the Future: Writing a Literature Review. MIS Quarterly 26(2): xiii-xxiii.

8
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DB searches vs. snowballing

  • 1. Systematic Literature Studies: Database Searches vs. Backward Snowballing
  • 3. Context DB-Searches vs. Snowballing • Kitchenham and Charters [1]  recommend starting with systematic searches in databases using well-defined search strings to find relevant literature. • It is also recommended that snowballing from reference lists of the identified articles should be used in addition. • Webster and Watson [2]  propose to use snowballing as the main method to find relevant literature. • backward snowballing (from the reference lists) • forward snowballing (finding citations to the papers) 3
  • 4. DB-Searches vs. Snowballing Research Questions • RQ1. To what extent do we find the same research papers using two different review approaches? • RQ2. To what extent do we come to the same conclusions using two different review approaches? 4
  • 5. Results DB-Searches vs. Snowballing • RQ1. same papers? The (initial and final) set of papers are different both in the number and the actual papers. Although 27 papers were common. More of the 50% in each study. 5
  • 6. Results DB-Searches vs. Snowballing • RQ2. same conclusions? Regardless of the differences in the actual numbers and figures, similar pattern were identified in both studies and hence similar conclusions were drawn. • However, when excluding the same papers from both studies and analyzing only the remaining unique papers of each study the identified patterns seem to be slightly different 6
  • 7. DB-Searches vs. Snowballing Conclusions • There is not a high dependency on whether using database searches or snowballing. • It is also quite obvious that the overlap will become larger if combining the two search strategies  although the downside being that it generates more work. • More such comparison studies are required to be able to compare the methods fairly. 7
  • 8. References DB-Searches vs. Snowballing [1] B. Kitchenham, S. Charters (2007): Guidelines for Performing Systematic Literature Reviews in Software Engineering. Version 2.3, Technical Report, Software Engineering Group, Keele University and Department of Computer Science, University of Durham. [2] J. Webster, R. T. Watson (2002.): Analyzing the Past to Prepare for the Future: Writing a Literature Review. MIS Quarterly 26(2): xiii-xxiii. 8