How to use this text tool
- Paste your text or load the sample.
- Choose the option that matches your context.
- Select Refine Question or press Ctrl/Cmd + Enter.
- Review every finding in context, then copy or download the report.
Research Question Refiner
Turn a broad research topic or draft question into several more focused question patterns. The refiner identifies population, concept, setting, time, comparison, and outcome clues, then builds editable descriptive, comparative, and explanatory alternatives. It keeps the researcher in control and makes missing scope visible instead of presenting one generated sentence as the only correct question.
Text Input
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What this tool does
The refiner cleans topic-style openings, recognizes common question forms, and combines the core concept with an optional scope detail in distinct research-question frames.
The refiner cleans topic-style openings, recognizes common question forms, and combines the core concept with an optional scope detail in distinct research-question frames.
Generated questions are starting points. Confirm feasibility, ethics, available data, definitions, and the methods expected in your field.
Example
Sample input:
How does social media affect sleep among high school students?
Run the sample to see a traceable report with counts and revision guidance.
Use cases
- Review a draft before sharing it with an instructor or editor.
- Compare revisions with consistent surface-level checks.
- Teach the writing or accessibility concepts represented by the report.
- Create a downloadable record for a manual editing workflow.
Tips for better output
- Use complete passages so the checker has meaningful context.
- Read every flagged sentence instead of editing by score alone.
- Keep the intended audience and style guide beside you.
- Rerun the tool after making one type of revision.
- Have a knowledgeable person review high-stakes text.
Processing details
The tool uses deterministic text patterns and does not invent sources or evidence. Your supplied scope is appended only when it is not already present.
It cannot determine whether a question is novel, ethically approvable, statistically testable, or answerable with your time and data.
Frequently asked questions
How do I narrow a broad research question?
The tool reports surface-level evidence related to research question refiner. Review the result in the context of your assignment, audience, and source material.
What is the difference between descriptive and causal questions?
Use the finding as a revision prompt rather than an automatic verdict. Requirements and preferences can differ by discipline, publication, and individual context.
Should a research question name a population and setting?
The analysis runs entirely in your browser and returns a transparent report. It does not contact external databases or certify correctness.
Can I use a yes-or-no research question?
Yes. Edit the input, adjust the available option, and run the check again to compare how a specific revision changes the report.
Does the refiner check whether my topic is original?
No. The tool cannot replace a subject expert, accessibility review, instructor, editor, or verified style guide; it is designed for focused first-pass review.
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What the report includes
| Module | Purpose |
|---|---|
| Text findings | Shows detected patterns in context |
| Metrics | Summarizes useful counts and signals |
| Revision guidance | Turns flags into practical review prompts |
Writing & Academic
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