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Create your survey

Create your survey

How to create student survey about assessment fairness

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Adam Sabla

·

Aug 18, 2025

Create your survey

This article will guide you step by step on how to create a Student survey about Assessment Fairness. With Specific, you can build a high-quality, conversational survey in seconds—just generate one with a click.

Steps to create a survey for Students about assessment fairness

If you want to save time, just generate a survey with Specific. Here’s what making a Student assessment fairness survey really looks like:

  1. Tell what survey you want.

  2. Done.

Honestly, you don’t even need to read further. The AI survey builder does the heavy lifting—using expert knowledge to compose fair, unbiased questions and even follows up with respondents automatically to extract deeper insights and context. If you want to tweak things or expand your survey with more detail, the AI survey generator lets you go further. Semantic surveys have never been easier to build.

Why assessment fairness surveys matter

Let’s get real: collecting feedback on assessment fairness is a smart move, not just a box-checking exercise. The way students perceive fairness can genuinely shape their motivation and course engagement. According to recent research, students' perceptions of assessment fairness significantly influence their motivation and engagement. When students sense the grading process is fair, their interest in the subject and willingness to learn goes up. On the flip side, if assessments seem unfair, students can check out and even grow resentful toward instructors. [1]

If you’re not running student surveys about assessment fairness, you’re missing out on a chance to learn where your teaching or course design may be falling short—or, perhaps, exactly what’s working well. Collecting this feedback means you can:

  • Spot pain points early, reducing student anxiety

  • Increase satisfaction by making students feel heard

  • Boost academic performance and wellbeing (because yes, transparent and fair grading practices are positively correlated with student satisfaction) [2]

The importance of student recognition surveys and feedback can’t be overstated: insights guide both immediate course improvements and long-term trust in your educational environment. For any teacher or administrator who values improvement, it’s a no-brainer.

What makes a good survey on assessment fairness

Writing questions that actually get honest, actionable responses isn’t trivial. A solid assessment fairness survey should feature:

  • Clear, unbiased questions: Ambiguity or leading language ruins results; focus on objective, easy-to-understand queries.

  • Conversational tone: Respondents open up more when a survey feels friendly and approachable, not like a bureaucratic interrogation.

Here’s a quick table to anchor the dos and don’ts:

Bad practices

Good practices

Vague, complex wording

Direct, plain language

Loaded or leading questions

Neutral framing

One-size-fits-all answers

Open paths for nuanced feedback

The gold standard is high quantity and quality of responses—and you only get both when students feel comfortable and your survey respects their time. If your completion rate is low or the feedback is superficial, that’s a red flag. Always aim for questions that are both relatable and relevant.

Survey question types with examples for student survey about assessment fairness

Great student surveys need a mix of question styles for depth and clarity. Here’s how to think about your options:

Open-ended questions are excellent when you want authentic, detailed feedback or new ideas you didn’t anticipate. They let students tell their story in their own words—a huge plus for discovering underlying emotions or novel perspectives. Use these sparingly to keep the survey quick. For example:

  • What makes you feel an assessment in this course is fair or unfair?

  • Describe a recent experience where the grading process felt transparent or confusing to you.

Single-select multiple-choice questions come in handy when you need structure, like measuring sentiment or diagnosing frequency. They’re easy to answer on mobile and allow fast analysis. For instance:

  • How fair did you find the grading process in your most recent exam?

    • Very unfair

    • Somewhat unfair

    • Neutral

    • Somewhat fair

    • Very fair

NPS (Net Promoter Score) question is your go-to for benchmarking overall satisfaction on a scale, making it easier to spot trends over time. Try out a dedicated NPS survey for students about assessment fairness to automate this. An example:

  • On a scale from 0 to 10, how likely are you to recommend this course’s assessment methods to a friend?

Followup questions to uncover "the why": These are essential for going beneath the surface. Whenever you get a vague or lukewarm answer, a targeted followup question can help clarify and reveal actionable insights. For example:

  • You mentioned the grading felt unfair—can you share a specific reason or situation that led to that impression?

If you want more examples and tips, check out best questions for student survey about assessment fairness for fresh inspiration and a deeper dive into writing meaningful survey questions.

What is a conversational survey?

A conversational survey feels like a friendly chat rather than a stiff form. Instead of hitting students with an endless page of form fields or checkboxes, the survey unfolds as a back-and-forth interaction—making respondents more likely to share honest, richer feedback. This approach is especially powerful for gathering nuanced student insights on assessment fairness. Using an AI survey generator is a huge advantage here: not only does it compose natural-sounding questions, but it also follows up or clarifies in real-time, making the feedback loop dynamic instead of robotic.

Manual surveys

AI-generated surveys

Time-consuming to create and edit

Instant setup with expert AI prompts

Static, rigid question flow

Dynamic followups and clarification

Dull, form-like user experience

Feels like a friendly chat, increasing response rate

Why use AI for Student surveys? It’s simple: AI takes out the guesswork and drudgery. You get expertly-crafted, tailored questions for your audience—plus dynamic followups that drive meaningful insight. And the whole process is much faster. If you want to see an AI survey example in action, or want more information about how to create a survey with conversational feedback, Specific sets the standard for seamless, engaging user experience. The analysis phase is covered too, thanks to instant response insights and summaries, so you’re never stuck with a pile of unreadable replies.

The power of follow-up questions

Follow-up questions are where most manual surveys fall short—they just scratch the surface. Specific’s AI automatically asks smart follow-ups based on each student’s answers and the context they provide. Check out more about this in our article on automated follow-up questions.

This is a game-changer: imagine a student responds, but their answer is too vague to be useful. Instead of emailing weeks later for clarification, the AI simply asks the right follow-up, in the moment, just like a skilled interviewer. The conversation feels natural and lets you gather comprehensive feedback. Here’s a snapshot of what can go wrong without followups—and how AI fixes it:

  • Student: "I thought the grading could be better."

  • AI follow-up: "Can you share what specifically felt unfair or unclear during grading?"

How many followups to ask? In practice, two or three targeted follow-ups are usually enough to get to the core of an issue, while still letting students opt out or move to the next question at any time. Specific lets you tune this to your needs.

This makes it a conversational survey: follow-up questions turn one-way feedback into a genuine conversation, allowing your survey to adapt on the fly and explore every important lead.

AI survey response analysis and qualitative analysis made simple: it used to be tough to process open-text answers, but today, AI makes it easy to analyze all the responses. Read more in our guide on how to analyze responses from student survey about assessment fairness.

This is a new way of doing things—try generating a survey and see just how powerful these followups can be for pulling out real, actionable insights.

See this assessment fairness survey example now

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Sources

  1. Times Higher Education. Can asking about students’ perception of assessment improve fairness?

  2. ScienceDirect. The impact of fair grading practices on student satisfaction

  3. GSSR Journal. Relationship between students’ perception of assessment, exam preparation strategies, and CGPA at university level

Adam Sabla - Image Avatar

Adam Sabla

Adam Sabla is an entrepreneur with experience building startups that serve over 1M customers, including Disney, Netflix, and BBC, with a strong passion for automation.

Adam Sabla

Adam Sabla is an entrepreneur with experience building startups that serve over 1M customers, including Disney, Netflix, and BBC, with a strong passion for automation.

Adam Sabla

Adam Sabla is an entrepreneur with experience building startups that serve over 1M customers, including Disney, Netflix, and BBC, with a strong passion for automation.