3. Quantitative vs. qualitative vs. mixed methods
Quantitative and qualitative research approaches often complement each other—and may even appear similar at first glance. For instance, a questionnaire may be perceived as a qualitative tool, but if it is designed to produce numerical data and statistical analysis, it is considered quantitative.
Understanding the key distinctions helps clarify how each method contributes to evidence generation in health technology assessment (HTA):
Quantitative
Focused on numerical data and statistical analysis
Category: Objective
Type of reasoning: Deducting reasoning used to synthesise data
Focus: Concise and narrow
Application: Tests theory
Basis of knowing: Cause and effect relationships
Basic element of analysis: Numbers and statistical analysis
Scope: Single reality that can be measured and generalised
Qualitative
Focused on exploring perspectives, experiences, and meanings
Category: Subjective
Type of reasoning: Inductive reasoning used to synthesise data
Focus: Complex and broad
Application: Develops theory
Basis of knowing: Meaning, discovery, correlation
Basic element of analysis: Words, narrative
Scope: Multiple realities that are continually changing with individual interpretation
Table 1 Features of quantitative and qualitative research, adapted from (2).
Mixed methods
Focused on combine quantitative and qualitative data instead of analysing them separately
Research does not have to be entirely qualitative or entirely quantitative. A popular form of research is referred to as ‘mixed methods’ research using both qualitative and quantitative approaches. Researchers combine quantitative and qualitative data instead of analysing them separately.
Although there are many definitions of exactly what constitutes ‘mixed methods’, one popular definition (3) describes it as an approach or methodology that:
Focuses on research questions that call for real-life contextual understandings, multi-level perspectives, and cultural influences
Employs rigorous quantitative research assessing magnitude and frequency of constructs and rigorous qualitative research exploring the meaning and understanding of constructs
Utilises multiple methods (e.g. intervention trials and in-depth interviews)
Intentionally integrates or combines these methods to draw on the strengths of each
Frames the investigation within philosophical and theoretical positions.
A checklist for appraising qualitative research trials can be found in Further reading.