Research Methodologies

Discover our comprehensive suite of research methods and analytical techniques designed to answer your most critical business questions. From traditional surveys to advanced analytics, we employ the right methodology for every research challenge.

Quantitative Research

Large-scale surveys, statistical analysis, and data modeling to provide measurable insights and reliable projections.

  • • Online and telephone surveys
  • • Conjoint analysis and ACBC
  • • Statistical modeling and forecasting
  • • MaxDiff scaling and Q-Sort

Qualitative Research

In-depth interviews, focus groups, and ethnographic studies to understand the 'why' behind consumer behavior.

  • • Focus groups and IDIs
  • • Ethnographic research
  • • Online communities
  • • Expert interviews and Delphi studies

For any research consideration we encounter, the first step is determining whether qualitative or quantitative research is the best fit. At times this is obvious, but the question should always be considered; sometimes, it isn't as simple a question as it seems.

Frequently, both of these methods are used and in varying order depending on research goals and endpoints.

PROOF Insights can deliver on both research modalities and will only recommend the option that best fits our client's specific needs.

Advanced Analytics Capabilities

Cutting-edge analytical techniques that transform complex data into clear, actionable insights.

Generative AI Efficiencies

Custom and state of the art AI tools and agents to increase the utility of our experience.

  • • Pattern Discovery
  • • Advanced Classification
  • • Committed to AI Innovation

Statistical Modeling

Advanced statistical techniques including structural equation modeling, hierarchical modeling, and time series analysis.

  • • Structural Equation Modeling (SEM)
  • • Hierarchical Bayes
  • • Time Series Forecasting

Experimental Design

A/B testing, multivariate experiments, and design of experiments (DOE) to establish causal relationships.

  • • Randomized Controlled Trials
  • • Factorial Designs
  • • Quasi-Experimental Methods

Choosing the Right Methodology

We select the optimal research approach based on your specific objectives, timeline, and budget.

Exploratory Research

When you need to understand a market or problem space

  • • Qualitative interviews
  • • Focus groups
  • • Ethnographic studies
  • • Secondary research

Descriptive Research

When you need to measure and quantify market characteristics

  • • Large-scale surveys
  • • Cross-sectional studies
  • • Market sizing
  • • Segmentation analysis

Causal Research

When you need to understand cause-and-effect relationships

  • • Experimental designs
  • • A/B testing
  • • Conjoint analysis
  • • Longitudinal studies

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