Summative Research
What is Summative Research?
Summative research is a type of user research conducted at the end of a design or development process to evaluate the overall effectiveness, efficiency, and user satisfaction of a product or system.
Synonyms: Summative evaluation, Summative testing, Product evaluation research, Outcome-based research

Why Summative Research is Important
Summative research plays a crucial role in user experience (UX) and product development. It provides valuable insights into how well a product meets user needs and business objectives. By conducting summative research, teams can:
- Validate design decisions
- Measure the success of a product or feature
- Identify areas for future improvement
- Gather data to support marketing claims
How Summative Research is Conducted
Summative research typically involves quantitative methods to gather measurable data about user performance and satisfaction. Common techniques include:
- Usability testing with specific metrics
- Surveys and questionnaires
- A/B testing
- Analytics data analysis
Researchers often compare results against predetermined benchmarks or competitor products to assess the relative success of the design.
Examples of Summative Research
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E-commerce website redesign: After launching a new version of an online store, the UX team conducts summative research to measure improvements in conversion rates, average order value, and customer satisfaction scores.
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Mobile app update: Following a major update to a productivity app, researchers use summative methods to evaluate task completion times, error rates, and user ratings compared to the previous version.
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Government website accessibility: A government agency performs summative research on their website to ensure it meets accessibility standards and to measure improvements in usability for users with disabilities.
Frequently Asked Questions
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What's the difference between summative and formative research?: Formative research is conducted during the design process to inform and improve the product, while summative research evaluates the final or near-final product.
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When should summative research be conducted?: Summative research is typically performed at the end of a development cycle or after a product has been in use for a period of time.
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Can summative research lead to changes in the product?: While primarily used for evaluation, summative research findings can inform future iterations or updates to the product.
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What are some common metrics used in summative research?: Common metrics include task success rate, time on task, error rate, and satisfaction scores (e.g., System Usability Scale or Net Promoter Score).