Qualitative Data Analysis
There are key features in analyzing qualitative data, regardless of the analytic approach that you choose. At this phase, you are exploring how your research questions and aims are connected to your data. It is an iterative cycle that requires multiple readings or reviews of your data, codes, and categories or themes. Specific analytic steps and approaches can differ depending on your methodological design.
Grounded Theory Data Analysis
What is it? Grounded theory is an iterative process of moving between data collection and analysis. Unlike other qualitative data analyses, it is expected that data is analyzed before all data is collected and a theory is developed. There is usually one research question used to guide the iterations and to inform if more data is needed. New research questions can emerge during analysis and data collection.
Grounded theory usually consists of two types of coding called open and axial coding. In open coding, the data is divided into groups that are related to the research question. The groups are then further divided into preliminary categories connected to the research question. The open coding process consists of several iterations of data collection until no new information emerges from the data. Afterwards, axial coding is applied. This type of coding explores the existing categories to develop themes to understand a phenomenon and/or develop a theory. In some instances, selective coding is used to clearly explain how a theory is derived from the data.
Due to the iterative process of grounded theory analysis, memo writing is expected at each iteration to aid in documenting thoughts, analysis rationale, and potential themes/theory. It is very important to keep track of all decisions made in this type of analysis.
Our consultants can support you throughout the research process to ensure adherence to the principles of grounded theory, including proper coding and analysis techniques, and theory generation.
How can we help you?
- Coaching on how to apply use grounded theory analysis in your qualitative research project
- Tips on how to identify if more data should be collected
- Soundboard on rigorous description of all steps taken in the grounded theory analysis applied
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Publications: Articles, Books, Op-ed
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Learn MoreArticles and White Papers About Grounded Theory Data Analysis
Applying Grounded Theory: 5 Best Practices for Individual Researchers in Social Sciences
Introduction Grounded theory is a qualitative research methodology that offers a systematic approach for developing theories based on empirical data. It is particularly valued in the social sciences for its ability to generate insights that are deeply rooted in participants’ experiences and perspectives. For individual researchers, applying Grounded Theory effectively...
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Grounded Theory for Individual Researchers: 10 Tips and Techniques for Effective Qualitative Data Analysis
Introduction Grounded theory is a qualitative research methodology designed to generate theory from data systematically collected and analyzed. It is particularly valuable for individual researchers seeking to explore complex phenomena and develop theoretical insights grounded in empirical evidence. This article offers ten tips and techniques for effective qualitative data analysis...
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Top 5 Best Practices for Grounded Theory Analysis in Corporate Research
Introduction Grounded Theory is a widely recognized qualitative research methodology used to generate theories through the systematic collection and analysis of data. In corporate research, grounded theory helps in understanding complex organizational phenomena and developing theoretical frameworks grounded in empirical data. This essay discusses the top five best practices for...
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Understanding Grounded Theory: A Comprehensive Guide for Medical Health Researchers
Introduction Grounded theory was developed by Barney Glaser and Anselm Strauss in the 1960s as a methodological approach for qualitative research.[1] Grounded theory is unique because it not merely about understanding a phenomenon but about generating new theories grounded in empirical data. This approach is useful in medical research where...
Read MoreFAQ About Grounded Theory Data Analysis
There are different forms of ethnographic research designs. Some forms are discipline-specific, e.g. feminist ethnographies, realist ethnography. Some ethnographic projects are informed by the types of settings for the immersion and collection of data, e.g. medical ethnography, business ethnography.
The grounded theory is an iterative process. Thus, the length of the study will depend on the number of participants, time spent on the analysis at each iteration, and recruitment process. It is not likely to complete a grounded theory in less than 3 months.
The number of participants for grounded theory varies. It is suggested to have no less than 20 participants. However, data saturation is more important than the number of participants.
Data saturation is an important element in grounded theory. It is the process of collecting data until no new information is found. Therefore, the amount will vary depending on your research question(s) and data saturation.
Yes, many qualitative research project use a different type of analysis from the research design. The research questions should inform the type of qualitative analysis.
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