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'''Computer-assisted''' (or '''aided''') '''qualitative data analysis software''' ('''CAQDAS''') offers tools that assist with ] such as ] analysis, coding and text interpretation, recursive abstraction, ], ],<ref>{{Cite journal|last1=Paulus|first1=Trena M.|last2=Lester|first2=Jessica Nina|title=ATLAS.ti for conversation and discourse analysis studies|journal=International Journal of Social Research Methodology|language=en|volume=19|issue=4|pages=405–428|doi=10.1080/13645579.2015.1021949|year=2016|s2cid=144482072}}</ref> ], etc. | '''Computer-assisted''' (or '''aided''') '''qualitative data analysis software''' ('''CAQDAS''') offers tools that assist with ] such as ] analysis, coding and text interpretation, recursive abstraction, ], ],<ref>{{Cite journal|last1=Paulus|first1=Trena M.|last2=Lester|first2=Jessica Nina|title=ATLAS.ti for conversation and discourse analysis studies|journal=International Journal of Social Research Methodology|language=en|volume=19|issue=4|pages=405–428|doi=10.1080/13645579.2015.1021949|year=2016|s2cid=144482072}}</ref> ], etc. | ||
==Definition== | ==Definition== | ||
CAQDAS is used in ], ], ], ] and other ]. The CAQDAS networking project<ref>{{ |
CAQDAS is used in ], ], ], ] and other ]. The CAQDAS networking project lists the following tools a CAQDAS<ref name=":0">{{Cite web |title=CAQDAS networking project {{!}} University of Surrey |url=https://www.surrey.ac.uk/computer-assisted-qualitative-data-analysis |access-date=2023-10-19 |website=www.surrey.ac.uk}}</ref> program should have: | ||
* Content searching tools | * Content searching tools | ||
* Code grouping tools<ref>{{Cite web |title=Analytic tasks and CAQDAS tools {{!}} University of Surrey |url=https://www.surrey.ac.uk/computer-assisted-qualitative-data-analysis/resources/analytic-tasks-and-caqdas-tools |access-date=2023-10-19 |website=www.surrey.ac.uk}}</ref> | |||
⚫ | |||
* Linking tools | * Linking tools | ||
* Mapping or networking tools | * Mapping or networking tools | ||
* Query tools | * Query tools | ||
* Alternative visual representation tools | |||
* Writing and ] tools | * Writing and ] tools | ||
Line 21: | Line 23: | ||
!OS Supported | !OS Supported | ||
!Tools | !Tools | ||
|---- |
|---- | ||
|] | |] | ||
|Client | |Client | ||
Line 31: | Line 33: | ||
|Coding, Sequence Analysis, Exploratory Data Analysis | |Coding, Sequence Analysis, Exploratory Data Analysis | ||
|---- | |---- | ||
|] | |] | ||
|Client | |Client | ||
|{{no|Proprietary}} | |{{no|Proprietary}} | ||
|{{No|Closed}} | |{{No|Closed}} | ||
|2022-07<ref>{{Cite web |title=Updates |url=https://atlasti.com/updates |access-date=2022-07-20 |website=ATLAS.ti – The Qualitative Data Analysis & Research Software |language=en}}</ref> | |||
|2020-09 | |||
|Text, Audio, Video, Graphic, Social Networks | |Text, Audio, Video, Graphic, Social Networks | ||
|Windows, macOS, iOS, Android, Cloud (web-based) | |Windows, macOS, iOS, Android, Cloud (web-based) | ||
Line 62: | Line 64: | ||
|{{yes|Free – GPL}} | |{{yes|Free – GPL}} | ||
|{{yes|Open}} | |{{yes|Open}} | ||
| 2014-06-28<ref>{{Cite web|url=https://sourceforge.net/projects/catoolkit/|title = Coding Analysis Toolkit}}</ref> | | 2014-06-28<ref>{{Cite web|url=https://sourceforge.net/projects/catoolkit/|title = Coding Analysis Toolkit| date=28 June 2014 }}</ref> | ||
|Text | |Text | ||
|All (web browser) | |All (web browser) | ||
|Coding | |Coding | ||
|---- | |---- | ||
|] |
|] | ||
|Client | |Client | ||
|{{yes|Free – LGPL}} | |{{yes|Free – LGPL}} | ||
Line 89: | Line 91: | ||
|{{no|Proprietary}} | |{{no|Proprietary}} | ||
|{{No|Closed}} | |{{No|Closed}} | ||
|2022-06-07<ref>{{Cite web|url=https://www.dedoose.com/resources/articledetail/patch_notes|title=Dedoose - Latest Dedoose Patch Notes|website=www.dedoose.com|access-date=2024-07-26}}</ref> | |||
|2016-12 | |||
|Text, Audio, Video | |Text, Audio, Video | ||
|All (web browser) | |All (web browser) | ||
Line 105: | Line 107: | ||
|] | |] | ||
|Client | |Client | ||
|{{yes|Free |
|{{yes|Free – GPL}} | ||
|{{Yes|Open}} | |{{Yes|Open}} | ||
|2015-12-29<ref>{{cite web|title=KH Coder download site|url=https://sourceforge.net/projects/khc/files/KH%20Coder/2.00/|accessdate=11 March 2017}}</ref> | |2015-12-29<ref>{{cite web|title=KH Coder download site|url=https://sourceforge.net/projects/khc/files/KH%20Coder/2.00/|accessdate=11 March 2017}}</ref> | ||
Line 125: | Line 127: | ||
|{{no|Proprietary}} | |{{no|Proprietary}} | ||
|{{No|Closed}} | |{{No|Closed}} | ||
|2023-04<ref>{{Cite web |title=NVivo |url=https://lumivero.com/products/nvivo/ |access-date=2023-08-01 |website=Lumivero |language=en-US}}</ref> | |||
|2020-03 | |||
|Text, audio, video, pictures, webpages | |Text, audio, video, pictures, webpages | ||
|Windows, macOS | |Windows, macOS | ||
|Coding, Aggregation, Query, Visualisation | |Coding, Aggregation, Query, Visualisation | ||
|---- | |||
|] | |||
|Client | |||
⚫ | |{{yes|Free-GPL}} | ||
|{{yes|Open}} | |||
|2015-06 | |||
|Text | |||
|Windows | |||
|Coding, Aggregation, Query | |||
|---- | |||
|] | |||
|Web-based | |||
|{{no|Proprietary}} | |||
|{{No|Closed}} | |||
|2024-04-05 | |||
|Text, PDF | |||
|All | |||
⚫ | |Coding | ||
|---- | |---- | ||
|] | |] | ||
Line 159: | Line 179: | ||
|] | |] | ||
|Client | |Client | ||
|{{yes|Free |
|{{yes|Free – MIT License}} | ||
|{{Yes|Open}} | |{{Yes|Open}} | ||
| |
|2023-01-19<ref>{{cite web|title=QualCoder GitHub website|website=]|date=January 2023 |url=https://github.com/ccbogel/QualCoder/releases|accessdate=13 June 2023}}</ref> | ||
|Text, |
|Text, audio, video, pictures | ||
|Windows, macOS, Linux | |Windows, macOS, Linux | ||
|Coding, |
|Coding, Query, Visualization, Analysis | ||
|---- | |---- | ||
|] (qdap) (] package) | |] (qdap) (] package) | ||
|Client | |Client | ||
|{{yes|Free |
|{{yes|Free – GPL}} | ||
|{{Yes|Open}} | |{{Yes|Open}} | ||
|2019-01-02<ref>{{cite web|title=qdap GitHub website|url=https://github.com/trinker/qdap|accessdate=18 February 2017}}</ref> | |2019-01-02<ref>{{cite web|title=qdap GitHub website|website=]|url=https://github.com/trinker/qdap|accessdate=18 February 2017}}</ref> | ||
|Text | |Text | ||
|Windows, macOS, Linux | |Windows, macOS, Linux | ||
Line 176: | Line 196: | ||
|---- | |---- | ||
|] | |] | ||
|Client | |Client / Web-based | ||
|{{no|Proprietary}} | |{{no|Proprietary}} | ||
|{{No|Closed}} | |{{No|Closed}} | ||
| |
|2023-01<ref>{{cite web|title=Quirkos 2.5.2 is released|url=https://twitter.com/QuirkosSoftware/status/1534524812642684929}}</ref> | ||
|Text | |Text | ||
|Windows, macOS, Linux,<ref>{{cite web|title=Quirkos for Linux|date=27 August 2015|url=https://www.quirkos.com/blog/post/quirkos-for-linux|accessdate=11 September 2015}}</ref> |
|Windows, macOS, Linux,<ref>{{cite web|title=Quirkos for Linux|date=27 August 2015|url=https://www.quirkos.com/blog/post/quirkos-for-linux|accessdate=11 September 2015}}</ref> All (web browser) | ||
|Coding, Query, Visualisation | |Coding, Query, Visualisation | ||
|---- | |||
|] (] package) | |||
|Client / Web-based | |||
⚫ | |{{yes|Free – MIT License}} | ||
|{{Yes|Open}} | |||
|2024-05<ref>{{cite web | url=https://github.com/RE-QDA/requal | title=RE-QDA/Requal | website=] }}</ref> | |||
|Text | |||
⚫ | |All (web browser) | ||
|Coding, Intercoder Agreement, Log | |||
|---- | |---- | ||
|] (] package) | |] (] package) | ||
|Client | |Client | ||
|{{yes|Free |
|{{yes|Free – GPL}} | ||
|{{Yes|Open}} | |{{Yes|Open}} | ||
|2018-03<ref>http://rqda.r-forge.r-project.org/</ref> | |2018-03<ref>http://rqda.r-forge.r-project.org/</ref> | ||
Line 192: | Line 221: | ||
|Windows, macOS, Linux | |Windows, macOS, Linux | ||
|Coding, Aggregation, Query, Visualisation | |Coding, Aggregation, Query, Visualisation | ||
|- | |---- | ||
|] | |] | ||
|Web-based | |Client / Web-based | ||
|{{yes|Free |
|{{yes|Free}} | ||
|{{ |
|{{yes|Open}} | ||
|2024-04<ref>{{cite web|url=https://www.taguette.org/ |title=Taguette, the free and open-source qualitative data analysis tool |accessdate=22 April 2024}}</ref> | |||
|2021-07-17<ref>{{Citation|last1=Remi Rampin|title=Taguette|date=2021-07-17|url=https://zenodo.org/record/5111814|access-date=2021-07-19|last2=Vicky Steeves|last3=Sarah DeMott|doi=10.5281/zenodo.5111814}}</ref> | |||
|Text | |Text | ||
|Windows, macOS |
|Windows, macOS | ||
|Coding | |Coding | ||
|---- | |---- | ||
Line 209: | Line 238: | ||
|Text, Audio, Video | |Text, Audio, Video | ||
|Windows, macOS | |Windows, macOS | ||
|Coding | |||
|- | |||
|<ref>{{Cite web|title=Video Event Segmentation Tool|url=https://jinhyuncheong.com/vest/vest.html|access-date=2022-01-18|website=jinhyuncheong.com}}</ref> | |||
⚫ | |||
⚫ | |{{yes| |
||
|2022-01-18<ref>{{Cite web|last=PhD|first=Jin Hyun Cheong|date=2022-01-18|title=How to use VEST: A free online tool for segmenting video clips|url=https://towardsdatascience.com/how-to-use-vest-a-free-online-tool-for-segmenting-video-clips-a6ec50e29971|access-date=2022-01-18|website=Medium|language=en}}</ref> | |||
|Audio, Video | |||
⚫ | |All (web browser) | ||
|Coding | |Coding | ||
|---- | |---- | ||
Line 230: | Line 251: | ||
==Project Exchange Format== | ==Project Exchange Format== | ||
In |
In 2019, the ] (REFI) launched a new open exchange standard for qualitative data called QDA-XML,<ref>{{Cite journal |last=Evers |first=Jeanine |date=May 2020 |title=What is the REFI-QDA Standard: Experimenting With the Transfer of Analyzed Research Projects Between QDA Software |url=https://www.qualitative-research.net/index.php/fqs/article/download/3439/4598?inline=1 |journal=Forum: Qualitative Social Research (FQS) |volume=21 |issue=2 |pages=22}}</ref> however, the Computer Assisted Qualitative Data Analysis (CAQDAS) Network Project had been formally established in 1994.<ref name=":0" /> The aim is to allow users to bring coded qualitative data from one software package to another. Support was initially adopted by ], ], ] and ], and has since been implemented into ], ], ] and more.<ref>{{Cite web |title=Choosing a CAQDAS package {{!}} University of Surrey |url=https://www.surrey.ac.uk/computer-assisted-qualitative-data-analysis/resources/choosing-appropriate-caqdas-package |access-date=2023-10-19 |website=www.surrey.ac.uk}}</ref> Although this was not the first standard to be proposed, it was the first to be implemented by more than one software package, and came as the result of a collaboration between vendors and community representatives from the research community. Previously there was very little capability to bring data in from other software packages. | ||
==Training== | |||
The CAQDAS Network Project hosts events on the use of CAQDAS packages for qualitative and mixed-methods analysis. They include:<ref name=":0" /> | |||
* fee-based in-person short courses | |||
* open-registration Webinars designed to raise awareness | |||
* open-registration Webinars that are methodological or pedagogical in nature | |||
* podcasts | |||
==Pros and cons== | ==Pros and cons== | ||
Line 251: | Line 280: | ||
== -External links == | == -External links == | ||
* maintained by the University of Surrey offers advice and reviews on various software packages. | * maintained by the University of Surrey offers advice and reviews on various software packages. | ||
* | * | ||
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Computer-assisted (or aided) qualitative data analysis software (CAQDAS) offers tools that assist with qualitative research such as transcription analysis, coding and text interpretation, recursive abstraction, content analysis, discourse analysis, grounded theory methodology, etc.
Definition
CAQDAS is used in psychology, marketing research, ethnography, public health and other social sciences. The CAQDAS networking project lists the following tools a CAQDAS program should have:
- Content searching tools
- Code grouping tools
- Linking tools
- Mapping or networking tools
- Query tools
- Alternative visual representation tools
- Writing and annotation tools
Comparison of CAQDAS software
Application | Type | License | Source | Last Release | Analyses | OS Supported | Tools |
---|---|---|---|---|---|---|---|
Aquad | Client | Free – GPL | Open | 2017-02 | Text, Audio, Video, Graphics | Windows | Coding, Sequence Analysis, Exploratory Data Analysis |
Atlas.ti | Client | Proprietary | Closed | 2022-07 | Text, Audio, Video, Graphic, Social Networks | Windows, macOS, iOS, Android, Cloud (web-based) | Coding, Aggregation, Query, Visualisation |
Cassandre | Web-based/server | Free – GPL | Open | 2018-10-09 | Text | All (java-based) | Coding |
CLAN | Client | Free – GPL | Open | 2019-06-10 | Text | Windows, macOS, Linux | Coding |
Coding Analysis Toolkit (CAT) | Web-based | Free – GPL | Open | 2014-06-28 | Text | All (web browser) | Coding |
Compendium | Client | Free – LGPL | Open | 2014-02 | Text | All (java-based) | Coding |
Dovetail | Web-based | Proprietary | Closed | 2021-08 | Text, Audio, Video | All (web browser) | Coding, Query, Visualisation |
Dedoose | Web-based | Proprietary | Closed | 2022-06-07 | Text, Audio, Video | All (web browser) | Coding, Query, Visualisation, Statistical Tools |
ELAN | Client | Free – GPL | Open | 2018-12-12 | Audio, Video | Windows, macOS, Linux | Coding |
KH Coder | Client | Free – GPL | Open | 2015-12-29 | Text | Windows, macOS, Linux | |
MAXQDA | Client | Proprietary | Closed | 2019-02-05 | Text, audio, video, pictures, webpages, social networks | Windows, macOS | Coding, Aggregation, Query, Visualisation, Statistical Tools |
NVivo | Client | Proprietary | Closed | 2023-04 | Text, audio, video, pictures, webpages | Windows, macOS | Coding, Aggregation, Query, Visualisation |
OpenCode 4.03 | Client | Free-GPL | Open | 2015-06 | Text | Windows | Coding, Aggregation, Query |
QDAcity | Web-based | Proprietary | Closed | 2024-04-05 | Text, PDF | All | Coding |
QDA Miner | Client | Proprietary | Closed | 2016-11 | Windows | ||
QDA Miner Lite | Client | Proprietary | Closed | 2017-01-12 | Text | Windows | Coding |
Qiqqa | Client | Proprietary | Closed | 2016-09 | Windows, Android | ||
QualCoder | Client | Free – MIT License | Open | 2023-01-19 | Text, audio, video, pictures | Windows, macOS, Linux | Coding, Query, Visualization, Analysis |
Quantitative Discourse Analysis Package (qdap) (R package) | Client | Free – GPL | Open | 2019-01-02 | Text | Windows, macOS, Linux | Word extracting, statistical analysis, visualization |
Quirkos | Client / Web-based | Proprietary | Closed | 2023-01 | Text | Windows, macOS, Linux, All (web browser) | Coding, Query, Visualisation |
Requal (R package) | Client / Web-based | Free – MIT License | Open | 2024-05 | Text | All (web browser) | Coding, Intercoder Agreement, Log |
RQDA (R package) | Client | Free – GPL | Open | 2018-03 | Text | Windows, macOS, Linux | Coding, Aggregation, Query, Visualisation |
Taguette | Client / Web-based | Free | Open | 2024-04 | Text | Windows, macOS | Coding |
Transana | Client | Proprietary, used to be GPL | Closed | 2017-11 | Text, Audio, Video | Windows, macOS | Coding |
XSight | Client | Proprietary | Closed | 2006 (abandoned) | Windows |
Project Exchange Format
In 2019, the Rotterdam Exchange Format Initiative (REFI) launched a new open exchange standard for qualitative data called QDA-XML, however, the Computer Assisted Qualitative Data Analysis (CAQDAS) Network Project had been formally established in 1994. The aim is to allow users to bring coded qualitative data from one software package to another. Support was initially adopted by Atlas.ti, QDA Miner, Quirkos and Transana, and has since been implemented into Dedoose, MAXQDA, NVivo and more. Although this was not the first standard to be proposed, it was the first to be implemented by more than one software package, and came as the result of a collaboration between vendors and community representatives from the research community. Previously there was very little capability to bring data in from other software packages.
Training
The CAQDAS Network Project hosts events on the use of CAQDAS packages for qualitative and mixed-methods analysis. They include:
- fee-based in-person short courses
- open-registration Webinars designed to raise awareness
- open-registration Webinars that are methodological or pedagogical in nature
- podcasts
Pros and cons
Such software helps to organize, manage and analyse information. The advantages of using this software include saving time, managing huge amounts of qualitative data, having increased flexibility, having improved validity and auditability of qualitative research, and being freed from manual and clerical tasks. Concerns include increasingly deterministic and rigid processes, privileging of coding, and retrieval methods; reification of data, increased pressure on researchers to focus on volume and breadth rather than on depth and meaning, time and energy spent learning to use computer packages, increased commercialism, and distraction from the real work of analysis.
See also
- Comparison of survey software
- Idea networking
- Multimethodology
- Computer Assisted Mixed Methods Research Analysis Software
- Qualitative economics
- Qualitative marketing research
- Qualitative psychological research
- Quantitative research
- Sampling (case studies)
- Sensemaking
References
- Paulus, Trena M.; Lester, Jessica Nina (2016). "ATLAS.ti for conversation and discourse analysis studies". International Journal of Social Research Methodology. 19 (4): 405–428. doi:10.1080/13645579.2015.1021949. S2CID 144482072.
- ^ "CAQDAS networking project | University of Surrey". www.surrey.ac.uk. Retrieved 2023-10-19.
- "Analytic tasks and CAQDAS tools | University of Surrey". www.surrey.ac.uk. Retrieved 2023-10-19.
- "Updates". ATLAS.ti – The Qualitative Data Analysis & Research Software. Retrieved 2022-07-20.
- "Coding Analysis Toolkit". 28 June 2014.
- "Dedoose - Latest Dedoose Patch Notes". www.dedoose.com. Retrieved 2024-07-26.
- "ELAN Release Notes – The Language Archive". tla.mpi.nl. Retrieved 2019-03-27.
- "KH Coder download site". Retrieved 11 March 2017.
- "NVivo". Lumivero. Retrieved 2023-08-01.
- "QualCoder GitHub website". GitHub. January 2023. Retrieved 13 June 2023.
- "qdap GitHub website". GitHub. Retrieved 18 February 2017.
- "Quirkos 2.5.2 is released".
- "Quirkos for Linux". 27 August 2015. Retrieved 11 September 2015.
- "RE-QDA/Requal". GitHub.
- http://rqda.r-forge.r-project.org/
- "Taguette, the free and open-source qualitative data analysis tool". Retrieved 22 April 2024.
- "Transana website". Retrieved 2 February 2016.
- "Transana website". Archived from the original on 13 July 2017. Retrieved 19 May 2017.
- Evers, Jeanine (May 2020). "What is the REFI-QDA Standard: Experimenting With the Transfer of Analyzed Research Projects Between QDA Software". Forum: Qualitative Social Research (FQS). 21 (2): 22.
- "Choosing a CAQDAS package | University of Surrey". www.surrey.ac.uk. Retrieved 2023-10-19.
- Banner, DJ; Albarrran, JW (2009). "Computer-assisted qualitative data analysis software: a review". Canadian Journal of Cardiovascular Nursing. 19 (3): 24–31. PMID 19694114.
- St John, W; Johnson, P (2000). "The pros and cons of data analysis software for qualitative research". Journal of Nursing Scholarship. 32 (4): 393–7. doi:10.1111/j.1547-5069.2000.00393.x. PMID 11140204.
-External links
- The CAQDAS networking project maintained by the University of Surrey offers advice and reviews on various software packages.
- Harald Klein's comprehensive guide to CAQDAS
Computer-assisted qualitative data analysis software | |
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Open source software | |
Proprietary software | |
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