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Computer Assisted Qualitative Data Analysis Software
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 * Coding tools * Linking tools * Mapping or networking tools * Query tools * Writing and annotation tools Comparison of CAQDAS software Project Exchange Format In March 2019 the Rotterdam Exchange Format Initiative (REFI) launched a new open exchange standard for qualitative data called QDA-XML. The aim is to allow users to bring coded qualitative data from one software package to another. Initially support was included in Atlas.ti, QDA Miner, Quirkos and Transana, and is ...
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Qualitative Research
Qualitative research is a type of research that aims to gather and analyse non-numerical (descriptive) data in order to gain an understanding of individuals' social reality, including understanding their attitudes, beliefs, and motivation. This type of research typically involves in-depth interviews, focus groups, or observations in order to collect data that is rich in detail and context. Qualitative research is often used to explore complex phenomena or to gain insight into people's experiences and perspectives on a particular topic. It is particularly useful when researchers want to understand the meaning that people attach to their experiences or when they want to uncover the underlying reasons for people's behavior. Qualitative methods include ethnography, grounded theory, discourse analysis, and interpretative phenomenological analysis. Qualitative research methods have been used in sociology, anthropology, political science, psychology, social work, folklore, educational r ...
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Dovetail (company)
Dovetail is an Australian-based company that produces qualitative data analysis software that facilitates the analysis and management of user research data. Users create tags to perform transcription analysis and coding interpretation of interviews, survey responses and feedback, and create summarized insights from their research analysis. In August 2021, Dovetail raised AU$5 million at a reported valuation of "more than AU$150 million"; raising its valuation fivefold from its prior fundraising round in 2020. Dovetail raised further Series A funding of US$63 million, led by Accel in January 2022. History The company was founded in 2017 in Sydney, Australia by Benjamin Humphrey and Bradley Ayers. Both had worked at software company Atlassian, and Humphrey claims he started Dovetail based on his experience working with researchers at the company. Prior to the company's founding, Humphrey worked on the idea in his spare time, outsourcing the product's development and financing ...
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RQDA
RQDA is an R package for computer assisted qualitative data analysis or CAQDAS. It is installable from, and runs within, the R statistical software, but has a separate window running a graphical user interface (through RGtk2). RQDA's approach allows for tight integration of the constructivist approach of qualitative research with quantitative data analysis which can increase the rigor, transparency and validity of qualitative research. Features In the graphical interface it has the following functions: * Import documents from plain text * Support non-English documents, Simplified Chinese Character is well-tested under Windows * Support character-level coding * Memos for documents, codes, coding, project, files etc. * Retrieve coding, and easily gets back to the original file. Conditional retrieval is supported as well. * Single-file (*.rqda) format, which is basically the SQLite database * Categorize codes (tree-like categories are avoided) * Categorize files * Search files by ke ...
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Quirkos
Quirkos is a CAQDAS software package for the qualitative analysis of text data, commonly used in social science. It provides a graphical interface in which the nodes or themes of analysis are represented by bubbles. It is designed primarily for new and non-academic users of qualitative data, to allow them to quickly learn the basics of qualitative data analysis. Although simpler to use, it lacks some of the features present in other commercial CAQDAS packages such as multimedia support. However, it has been proposed as a useful tool for lay and participant led analysis and is comparatively affordable. It is developed by Edinburgh, UK based Quirkos Software, and was first released in October 2014. The interface is unique, in that it simultaneously displays visualisations and text data and has identical capabilities on Windows, macOS and Linux. The thematic framework is represented with a series of circles, the size of each indicating the amount of data coded to them. Colors are use ...
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R (programming Language)
R is a programming language for statistical computing and graphics supported by the R Core Team and the R Foundation for Statistical Computing. Created by statisticians Ross Ihaka and Robert Gentleman, R is used among data miners, bioinformaticians and statisticians for data analysis and developing statistical software. Users have created packages to augment the functions of the R language. According to user surveys and studies of scholarly literature databases, R is one of the most commonly used programming languages used in data mining. R ranks 12th in the TIOBE index, a measure of programming language popularity, in which the language peaked in 8th place in August 2020. The official R software environment is an open-source free software environment within the GNU package, available under the GNU General Public License. It is written primarily in C, Fortran, and R itself (partially self-hosting). Precompiled executables are provided for various operating systems. R ...
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Quantitative Discourse Analysis Package
Quantitative Discourse Analysis Package (qdap) is an R package for computer assisted qualitative data analysis, particularly quantitative discourse analysis, transcript analysis and natural language processing. Qdap is installable from, and runs within, the R system. Qdap is a tool for quantitative analysis of qualitative transcripts and therefore provides a bridge between quantitative and qualitative research approaches. It is designed for transcript analysis, but its features overlap with natural language processing and text mining. Its features include: * tools for the preparation of transcript data * frequency counts of sentence types, words, sentences, turns of talk, syllables * aggregation using grouping variables * word extracting and visualization * statistical analysis. For higher level statistical analysis and visualization of text, qdap is integrated with R and offers integration with other R packages. Alternatives * KH Coder (Windows, Linux, macOS) for quantitativ ...
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GitHub
GitHub, Inc. () is an Internet hosting service for software development and version control using Git. It provides the distributed version control of Git plus access control, bug tracking, software feature requests, task management, continuous integration, and wikis for every project. Headquartered in California, it has been a subsidiary of Microsoft since 2018. It is commonly used to host open source software development projects. As of June 2022, GitHub reported having over 83 million developers and more than 200 million repositories, including at least 28 million public repositories. It is the largest source code host . History GitHub.com Development of the GitHub.com platform began on October 19, 2007. The site was launched in April 2008 by Tom Preston-Werner, Chris Wanstrath, P. J. Hyett and Scott Chacon after it had been made available for a few months prior as a beta release. GitHub has an annual keynote called GitHub Universe. Organizational ...
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Qiqqa
Qiqqa (pronounced "Quicker") is a free and opensource software that allows researchers to work with thousands of PDFs. It combines PDF reference management tools, a citation manager, and a mind map brainstorming tool. It integrates with Microsoft Word XP, 2003, 2007 and 2010 and BibTeX/LaTeX to automatically produce citations and bibliographies in thousands of styles. The development of Qiqqa began in Cambridge, UK, in December 2009. A public alpha was released in April 2010, offering PDF management and brainstorming capabilities. Subsequent releases have seen the incorporation of the Web Library, OCR, integration with BibTeX and other reference managers, and the use of natural language processing (NLP) techniques to guide researchers in their reading. Shortly after its release, Qiqqa has been noticed by universities and their libraries. In 2011, Qiqqa won both the University of Cambridge CUE and CUTEC, and the Cambridge Wireless Discovering Start-Ups competitions. Qiqqa wa ...
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NVivo
NVivo is a qualitative data analysis (QDA) computer software package produced by QSR International. NVivo helps qualitative researchers to organize, analyze and find insights in unstructured or qualitative data like interviews, open-ended survey responses, journal articles, social media and web content, where deep levels of analysis on small or large volumes of data are required. NVivo is used predominantly by academic, government, health and commerce, commercial researchers across a diverse range of fields, including social sciences such as anthropology, psychology, communication, sociology, as well as fields such as forensics, tourism, criminology and marketing. The first QSR International software product was developed by Tom and Lyn Richards. Originally called NUD*IST, it contained tools for fine and detailed analysis of unstructured textual data. In 1999, the Richards developed the first version of NVivo and eventually N6 was replaced by NVivo 7. Description NVivo is inten ...
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MAXQDA
MAXQDA is a software program designed for computer-assisted qualitative and mixed methods data, text and multimedia analysis in academic, scientific, and business institutions. It is being developed and distributed by VERBI Software based in Berlin, Germany. MAXQDA is designed for the use in qualitative, quantitative and mixed methods research. The emphasis on going beyond qualitative research can be observed in the extensive attributes function (called variables in the programme itself) and the ability of the programme to deal relatively quickly with larger numbers of interviews. Products MAXQDA Standard The standard version of MAXQDA for macOS and Windows offers tools for the organisation and analysis of qualitative data. This includes text, audio, image, video and bibliographical files as well as survey data, Twitter tweets or focus group transcripts. The data can be analysed in a four-screen window with the help of codes and memos. MAXQDA's visualisation functions and ex ...
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