Teacher assessments: 11 cognitive biases to keep in mind | InnerDrive (2024)

Earlier this year, the government announced that, with GCSE and A Level examscancelled for 2021, students’ grades will bedetermined by teachers. Schools and teachers will be able to choose how they decide on student grades and what evidence they use for this, such as optional exam board papers, mock exams, coursework and essays. The government stressed wanting to find a system that was‘fair to every student’.

However, we are all human, and as such are subject to a number of subtle yet powerful thinking biases. These could impact on how we assess student performance. By being aware of them, hopefully we can help avoid some of their pitfalls.

Thinking biases to be aware of: Student characteristics

Some biases that can impact on teachers’ thought processes when grading students are based on characteristics of the students themselves. Here are some examples…

1. Gender Bias

Unfortunately, traditional gender roles still have an unconscious impact on our views of people’s abilities.

This studylooked at students who achieved similar results in a range of tests. Without knowing the test results, when asked about perceptions of their students’ abilities, teachers rated boys as being less able in reading and girls as being less able in maths.

2. Racial Bias

This researchfound that on average, pupils of Black, Caribbean, Pakistani or Bangladeshi ethnicity were more likely to receive lower scores in teacher assessment than white students. Meanwhile, Chinese, Indian, and white-Asian students were more likely to receive higher scores in teacher assessments than white students. So, students’ ethnic origins may also have an implicit impact on teachers’ grading.

3. Status Bias

Just as a student’s gender or race can impact a teacher’s opinion of their ability, so can their socio-economic status. It’s possible that teachers may unconsciously judge students who come from disadvantaged backgrounds as lower performing at school.

4. Weight Bias

Research even suggests that teachers may rate students differently depending on their weight. For example,this studyfound that teachers were more likely to give shorter and heavier students lower grades.

5. Talent Bias

Finally, whether teachers believe students to be ‘naturally gifted’ or not could bias the grades they give.

This researchplayed students music from a musician who was described as a ‘natural’ and a musician who was described as a ‘striver’. The ‘natural’ showed innate ability from an early age, while the ‘striver’ showed motivation and determination. Students rated the ‘natural’ as more talented and more likely to be successful than the ‘striver’. In fact, both pieces of music were from the same musician. This just goes to show that we may be biased towards those with a ‘natural talent’ over those who work hard.

It’s worth noting that in many of the above studies, when teachers were blind to student characteristics, or work was marked by external examiners, these grade differences dependent on gender, race, weight etc. did not occur.

Thinking biases to be aware of: Time-based biases

Time-based biases show how we can form our whole opinion of someone on one performance, based on when it occurs. They involve sweeping conclusions or ‘overgeneralisation’ based on only one piece of evidence.

6. The Halo Effect

The Halo Effect occurs when your overall impression of someone is influenced by either one part of their character or your first opinion of them.

For example, if a student gets an A on their first essay, it is easy for teachers to assume that they are high-achieving, and therefore would expect them to achieve similar success in the future. However, this is a sample size of one. There is not enough information to make a reliable prediction.

7. The Recency Effect

Contrary to the Halo Effect, this describes how your overall impression of someone can be disproportionately affected by their most recent performance. For example, if a student’s most recent performance has been rather low, or rather high, this is more likely to stick in a teacher’s memory and influence the overall grade assigned.

As with the Halo effect, it’s not fair at all to base a student’s overall grade for the year based on a single test or performance. And after all the stresses that students have been through recently, we can hardly expect their most recent performance to be a true representation of their overall abilities.

8. Confirmation Bias

This refers to the idea that people pay more attention to evidence, and perhaps even seek out evidence, that supports ideas they’ve previously agreed with. Paired with other biases, this can be even more dangerous.

For example, think of that student who got an A in their first test and whose teacher expects them to continue to do well due to the Halo Effect. With Confirmation Bias, their teacher may be more likely to notice future occasions where they work well, and ignore times when they don’t do so well. This can be quite damaging for students who start off at a lower level of performance, even if they have the potential to make lots of progress.

High-impact CPD made easy. Develop evidence-informed CPD at your school, using our exclusive online collection of courses and resources.

And there’s more…

Here are some other, quirky thinking biases that teachers should be aware of when deciding on grades…

9. The Ikea Effect

People tend to place a disproportionately high value on the things they personally create. Translated to teaching, teachers may subconsciously place a higher value on, and thus grade higher, those students who they have spent more time supporting and helping.

However, there may be students equally deserving of a high grade, who work well independently and did not need or ask for so much support, but who may get overlooked because of this.

10. Law of the Instrument

This describes how we often favour a tool or strategy we’re familiar with over other approaches that could work better. This means teachers could get into the habit of relying on a certain method to assess their students.

However, different types of assessment suit different students (the obvious one being that some students do better in coursework, while others favour exams). All this means is that it might be beneficial for teachers to think outside the box when deciding on the evidence to use for grading students, exploring all the options rather than defaulting to a particular method.

11. The unintentional arms race

Let’s picture a scenario. Teachers A, B and C are discussing the grades of their classes. Teachers A and B say that they’ve already graded their students and the class has done well. An A average, for example. Teacher C is still grading their students. Is Teacher C likely to go away and give their students lower grades? Not really. The likelihood is, they’ll be swayed to push their students’ grades higher too, using their colleagues’ gradesas an anchor.

In this way, grading can become an unintentional arms race, between teachers trying to achieve the highest grades, and between schools too.

Final thoughts

All we can do is grades students as fairly and honestly as we can. Hopefully, being aware of these sort of biases can help do that. And if you think none of these biases apply to you, then chances are you are suffering from theBias Blind Spot, which refers to the belief that you are less likely to have these biases than others.

The truth is that everyone is susceptible to thinking biases to some extent. It’s just important that teachers are aware of the implicit biases they might have, to ensure these don’t sway student grades, and to make sure the grading system this year is as fair as possible.

Teacher assessments: 11 cognitive biases to keep in mind | InnerDrive (2024)

FAQs

In what way can a teacher avoid bias in the students Assessment? ›

Two example strategies for mitigating stereotype threat include using positive imagery (asking students to think of a time that they've done well in the topic being tested, for example) and addressing stereotype threats directly (warning students the stereotypes exist, dispelling myths, and discussing these myths ...

What can teachers do to recognize their biases? ›

By treating your students with kindness and understanding, you lead by example. Educate yourself. You can access resources, like Project Implicit, to uncover your implicit biases or participate in bias training. This can help teach you to act objectively and limit the influence that your biases have on your behavior.

What is the Assessment of biases in cognition? ›

The Assessment of Biases in Cognition (ABC) is a new standardized assessment of biases in judgment and decision-making behavior that was developed by The MITRE Corporation and the Educational Testing Service (ETS) for the Intelligence Advanced Research Projects Activity (IARPA) Sirius Program.

What are the cognitive biases in risk assessment? ›

Cognitive bias can affect risk assessment by causing people to overestimate or underestimate the likelihood or impact of certain risks, ignore or dismiss contradictory evidence, or seek confirmation of their existing assumptions.

How will you ensure a non biased assessment in your classroom? ›

The following tips minimize the possibility of inequities.
  1. Don't rush. ...
  2. Plan your assessments carefully. ...
  3. Aim for assignments and questions that are crystal clear. ...
  4. Guard against unintended bias. ...
  5. Ask a variety of people with diverse perspectives to review assessment tools. ...
  6. Try out large-scale assessment tools.
Aug 14, 2019

What types of bias must you be aware of when testing students? ›

This can be prevented by understanding test bias, which include cultural bias, content bias, method bias, and item bias. Cultural bias occurs when an assessment does not take into consideration students' understanding of cultural traditions and lack of experience within a specific culture.

What is an example of teacher bias in the classroom? ›

Students with special education or gifted education needs may unnecessarily be given higher or lower level work expectations. Teachers may expect students who speak with certain accents to be poor writers. Students with substandard writing abilities may be stereotyped as lacking intellectual ability.

What are 5 things educators can do to address bias in their school? ›

Practical Tips for Implementing Anti-Bias Strategies in the Classroom
  • Set Inclusive Classroom Norms. ...
  • Incorporate Diverse Literature and Resources. ...
  • Facilitate Open Discussions on Bias and Diversity. ...
  • Teach Critical Thinking Skills. ...
  • Celebrate Diversity. ...
  • Foster Positive Relationships. ...
  • Address Implicit Bias.

How do you remove bias from teaching? ›

It is therefore imperative that educators work to remove such biases from the classroom and from assessment.
  1. Raise awareness of our own biases. ...
  2. Consider our interactions with others. ...
  3. Plan inclusive learning activities. ...
  4. Design inclusive curricula and courses. ...
  5. Assess coursework and exams with caution.
Aug 11, 2022

How do you measure cognitive biases? ›

Common psychological tests to measure those biases are the Stroop task and the dot probe task. Individuals' susceptibility to some types of cognitive biases can be measured by the Cognitive Reflection Test (CRT) developed by Shane Frederick (2005).

What are the three most common cognitive biases? ›

Confirmation bias, sampling bias, and brilliance bias are three examples that can affect our ability to critically engage with information. Jono Hey of Sketchplanations walks us through these cognitive bias examples, to help us better understand how they influence our day-to-day lives.

What is an example of bias in assessment? ›

While both approaches to assessment have merits, there are some implicit biases in them as well. For example, the research paper can disproportionately affect those who are English Language Learners (ELL) or those with ADHD who find the research to writing connection especially difficult.

What is cognitive bias test? ›

Cognitive bias testing measures how emotional states can affect cognitive processes, often described using the “glass half-full/half-empty” paradigm.

What is cognitive bias in education? ›

Cognitive bias is a form of thinking that appears to be erroneously based on logical and rational reasoning, leading to incorrect analysis and judgments. These shortcuts of the mind are mostly unconscious and systematic.

What is the danger of cognitive biases? ›

Combating Cognitive Bias

While we believe that we receive information objectively, our brains unconsciously filter data, distorting our perception of reality. Because bias can distort our critical thinking, we become prone to making irrational decisions and inaccurate judgments about others.

How can you avoid bias in your tests? ›

What would a list of recommendations to avoid test bias look like for your assessment context? (1) using only objectively scorable measures; (2) training personnel to make legitimate generalizations from test scores; (3) specifying the intended use of scores.

How do you avoid bias in evaluation? ›

Tips for Reducing Bias in Performance Evaluation
  1. Educate yourself and others about unconscious biases.
  2. Use an “evidence-based” approach to evaluations and promotion.
  3. Evaluate performance review instruments for bias.
  4. When writing evaluations:
  5. Examine completed evaluations for the above biases.

How can bias be prevented in the classroom? ›

It is therefore imperative that educators work to remove such biases from the classroom and from assessment.
  • Raise awareness of our own biases. ...
  • Consider our interactions with others. ...
  • Plan inclusive learning activities. ...
  • Design inclusive curricula and courses. ...
  • Assess coursework and exams with caution.
Aug 11, 2022

How do you avoid participant bias? ›

Educate Participants: Brief participants about the importance of unbiased responses and the significance of their contribution to the study. This awareness can encourage participants to provide genuine and thoughtful responses, minimizing the influence of social desirability bias.

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