Teacher cannot determine which survey response is extraneous due to anonymous data collection, risking ethical data integrity.

Google Forms lacks built-in features to detect or flag duplicate or extraneous anonymous responses, forcing manual analysis and ethical dilemmas.

Severity

3Medium

Willingness to Pay

implied

Added

May 27, 2026

Workarounds Described

Manually compares responses to look for duplicates
Uses limitation section in paper to explain extra data point

Implied Software Gaps

Survey platform add-on that automatically flags potential duplicate or extraneous anonymous responses

App Concept

SurveyGuard Pro

An add-on for survey platforms that automatically detects anomalous responses using metadata like time, IP patterns, and answer similarity. It flags potential duplicates and provides a clear audit trail for ethical removal or inclusion decisions.

Key Features

Automated detection of duplicate or extraneous responses based on timing, IP, and answer patterns
Ethical data handling dashboard with options to flag, exclude, or include flagged responses with rationale logging
Integration with Google Forms and major survey tools
Limitations section template generator for research papers

Target Users: Teachers and academic researchers conducting anonymous surveys in education and social sciences

Revenue Model: Freemium with $9.99/mo pro tier for advanced analytics and unlimited integrations

Existing Solutions Mentioned

Google Forms

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