Understanding Qualitative Research in Education

When a teacher notices that students from the same classroom, with the same lessons and the same teacher, still end up with vastly different learning experiences – what explains that difference? Numbers and test scores can tell you how many students struggled, but not why they struggled, or what it felt like for them. That is precisely the gap that qualitative research is designed to fill. In educational settings and across the broader social sciences, qualitative research has become an increasingly vital tool for understanding people, not just measuring them.

What is qualitative research? 🔗

Qualitative research methods refer to techniques of investigation that rely on non-statistical and non-numerical methods of data collection, analysis, and evidence production. Put simply, qualitative research aims to gather and analyze non-numerical (descriptive) data in order to gain an understanding of individuals’ social reality – including their attitudes, beliefs, and motivations. Rather than producing charts and statistics, it produces rich descriptions of people, places, conversations, and experiences.

According to researchers Bogdan and Biklen, qualitative researchers believe that reality is socially constructed – that multiple ways of interpreting experiences exist, and it is the meaning of our experiences that constitutes reality. This philosophical stance is what fundamentally distinguishes qualitative research from other approaches. Qualitative researchers stress the socially constructed nature of reality, the close relationship between the researcher and what is being studied, and the situational constraints that shape inquiry.

A recent but rapidly growing tradition 🔗

Although researchers in anthropology and sociology had used broadly similar approaches for over a century, the term “qualitative research” was not used in the social sciences until the late 1960s. Since then, it has grown considerably. Today it serves as an umbrella term covering several distinct research strategies that share a common commitment: to understand human experience from the inside out, rather than reducing it to numerical values. In education specifically, qualitative research has become one of the most widely practiced forms of inquiry.

Core characteristics of qualitative research 🔗

Qualitative research is not a single method – it is a broad orientation toward knowledge. Several defining features hold across its many forms.

Focus on meaning, not measurement 🔗

Qualitative methods are scientific, but are focused more on the meaning of different aspects of people’s lives, and on participants’ own accounts of how they understand their behavior and beliefs. The goal is not to count how often something happens, but to understand what it means to those who experience it. A researcher studying teacher burnout, for instance, would not merely survey 300 teachers for a numerical stress score – they would conduct in-depth interviews to understand how those teachers personally experience and describe burnout in their daily lives.

Rich, descriptive data 🔗

The data in qualitative research has been described as “soft” – rich in description of people, places, and conversations, and not easily handled by statistical procedures. Researchers gather this data through sustained contact with participants in their natural settings. The two most common data collection tools are participant observation and in-depth interviewing, though focus groups, document analysis, and visual materials are also widely used.

Inductive reasoning and theory-building 🔗

Unlike quantitative research, which typically starts with a hypothesis to test, qualitative researchers do not approach their work with predetermined answers. Instead, they collect data first and develop theories from it – a process known as grounded theory, first described by Glaser and Strauss (1967). Qualitative researchers often inductively analyze their data and develop theories through this process. The theory emerges from the data itself rather than being imposed upon it from the outset.

Holistic and contextual perspective 🔗

Qualitative research does not isolate variables. It examines phenomena in their entirety, within real-world contexts. Qualitative researchers often immerse themselves in the environments they study, aiming to capture the complexities of social interactions and cultural practices. This makes it particularly well-suited to educational research, where a student’s learning experience is shaped by a web of social, cultural, emotional, and environmental factors that cannot be disentangled from one another.

Qualitative vs. quantitative research: understanding the difference 🔗

The distinction between qualitative and quantitative research is not simply a matter of using words versus numbers. The two approaches reflect different perspectives on the world and different assumptions about what constitutes knowledge.

Quantitative designs aim for broad generalization across large samples to answer questions about what is happening and to what extent, while qualitative designs seek to deeply capture lived experiences and illuminate meaning, process, and context. To use a concrete contrast: “To what extent does class size affect student performance?” is a quantitative question – it asks for a measurable relationship. “How do students in large classes experience learning, and what meanings do they attach to their interactions with teachers?” is a qualitative question – it asks for depth and understanding.

In practice, qualitative methods are well-suited for research questions starting with “how” or “why,” focusing on depth and detailed understanding. Quantitative methods align better with questions like “how many” or “how often.” Neither approach is superior – the right choice depends entirely on the research question being asked.

Major methodological traditions in qualitative research 🔗

Qualitative research is not one method but a family of approaches. Researcher John W. Creswell, in his widely cited text Qualitative Inquiry and Research Design, identified five key qualitative research approaches: narrative research, phenomenology, grounded theory, ethnography, and case study. Each serves a different purpose and draws on different disciplinary roots.

Narrative research 🔗

Narrative research focuses on the stories individuals tell about their experiences. Researchers collect and analyze these life stories to understand the personal meanings people construct over time. Narrative researchers collect stories, documents, and group conversations about the lived and told experiences of individuals, then chronologically order the meaning of those experiences. In education, narrative research is often used to understand a teacher’s professional journey or a student’s path through a challenging learning environment.

Phenomenology 🔗

Phenomenology explores what it means to live through a particular experience. In a phenomenological study, researchers use a combination of methods – interviews, documents, observations – to understand the meaning participants place on whatever is being examined, relying on participants’ own perspectives. In education, a phenomenological study might explore what students actually experience during high-stakes examinations, beyond what test scores reveal.

Grounded theory 🔗

Grounded theory research develops theoretical explanations about a phenomenon or process being studied – moving beyond description to generating or discovering a theory. The theory is “grounded” in data collected directly from real-world settings, rather than applied from existing frameworks. This is particularly valuable in education when researchers want to build new theoretical models that explain, for example, how students from marginalized communities navigate institutional barriers.

Ethnography 🔗

Ethnography originated in anthropology and involves the researcher immersing themselves in a cultural group over an extended period. Ethnographic research focuses on cultural systems, operating on several levels simultaneously to infer the tacit rules of a culture or subculture from the myriad of actions and interactions being witnessed. In schools, an ethnographic researcher might spend months observing classroom dynamics, staff room conversations, and playground interactions to understand the unwritten rules of a school’s culture.

Case study 🔗

Case study research provides an in-depth investigation of a specific instance – a person, a classroom, a school, or a policy – to illuminate broader issues. A case study is a comprehensive qualitative investigation of a key case to illuminate some facet important to further research, theory, and practice. It is particularly useful in education when studying a unique program or a specific school’s response to a systemic challenge.

Why qualitative research matters in education 🔗

Education is fundamentally a human endeavor. It involves relationships, emotions, power dynamics, cultural identities, and lived experiences – none of which can be fully captured in a standardized test score. Qualitative methods allow researchers to ask young people about exactly what they understood by being bullied, and how they thought it affected them – questions that get at the reality of educational life in ways that numbers simply cannot.

Moreover, qualitative research builds what scholars describe as a complex, holistic picture of phenomena. Qualitative insights gathered from interviews, focus group discussions, and reflective student journals offer a more nuanced understanding of learners’ experiences and contextual factors influencing their education, informing curriculum development, instructional strategies, and personalized learning approaches. It is this capacity to illuminate the full texture of educational experience that has made qualitative research an indispensable part of the educational researcher’s toolkit.

It is also worth noting that qualitative and quantitative methods are not rivals – they are complementary. Qualitative research methods can complement quantitative approaches to provide both the breadth of statistical patterns and the depth of human meaning. Together, they allow educators and researchers to understand not just what is happening in schools, but why – and what it means to those living through it.

What do you think? If you were to investigate a classroom problem – say, low student motivation or unequal participation – would you reach for qualitative or quantitative methods first, and why? And do you think a researcher’s own experiences as a teacher or student could influence how they interpret qualitative data?

References

1. https://pmc.ncbi.nlm.nih.gov/articles/PMC10003579/
2. https://en.wikipedia.org/wiki/Qualitative_research
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5. https://www.ukri.org/who-we-are/esrc/what-is-social-science/qualitative-research/
6. http://math.buffalostate.edu/dwilson/med595/qualitative_intro.pdf
7. https://www.ebsco.com/research-starters/social-sciences-and-humanities/qualitative-research-methods-sociology
8. https://www.gcu.edu/blog/doctoral-journey/qualitative-vs-quantitative-research-whats-difference
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13. https://ohiostate.pressbooks.pub/swk3401/chapter/module-3-chapter-2-overview-of-qualitative-traditions/
14. https://fhsu.pressbooks.pub/socialresearch/chapter/types-of-qualitative-research/
15. https://learningsciences.smu.edu/blog/qualitative-vs-quantitative-data-analysis