Using classroom data to give systematic feedback to students to improve learning (2024)

Applications of Psychological Science to Teaching and Learning modules

  • Learning and Memory
  • Schools and Classrooms

Cite this

Dwyer, C. (2015, March 9). Using classroom data to give systematic feedback to students to improve learning. American Psychological Association. https://www.apa.org/education-career/k12/classroom-data


The sooner the assessment the better for teacher and student

Carol Dwyer, PhD, Educational Testing Service
Dylan Wiliam, PhD, Institute of Education, University of London

How can teachers capitalize on evidence about student learning that is generated in their classrooms every day? How can this information best be collected and used to increase student learning?

Effective feedback is a great way for teachers to use collected data in order to improve student learning. Unfortunately, feedback opportunities are scarce in most classrooms (Bransford, Brown, & co*cking, 1999). Teachers can create more opportunities for generating evidence about what their students have, and have not learned, and provide effective feedback to students.

The research we have undertaken with our various colleagues has shown important increases in student learning when teachers:

  • Clearly define the purposes of each lesson that they teach.
  • Use lessons to collect evidence on how students learn.
  • Use collected evidence and promptly re-direct students as needed.

Results from almost any assessment can be of great benefit to students, provided they are used to make instructional adjustments. And the shorter the amount of time between assessment and adjustment the more powerful its effect on learning.

Formative assessment: five key strategies

Formative assessment is any assessment that is used to guide future learning. Years ago, Lee Cronbach pointed out that an assessment was simply a procedure for making inferences. When those inferences involve what the student can do right now, or what they may be able to do in the future, then the assessment is functioning summatively. However, when the inferences made on the basis of the assessment results relate to instructional decisions, then the assessment is functioning formatively. More specifically, according to Black and Wiliam (2009), an assessment functions formatively to the extent that evidence about student achievement is elicited, interpreted, and used by teachers, learners, or their peers to make decisions about the next steps in instruction that are likely to be better, or better founded, than the decisions that would have been taken in the absence of that evidence. What this means is that results from almost any assessment can be used formatively, provided that they are used to improve instruction. The important point is that the sooner an instructional adjustment is made, the more effective it is in improving learning.

Five key strategies

With our colleagues at the Educational Testing Service (ETS), we have identified five key strategies for assessing student learning:

  1. For each important new concept or assignment, teachers should make the learning expectations clear and share with students the criteria for successfully meeting those expectations. This need not always be done at the beginning of each session, but students should get regular reminders of where they are headed, together with summaries of progress toward these goals.
  2. Use evidence from classroom discussions, student answers and learning tasks to revise lessons and activities. Teachers can use various techniques that engage all students in discussion and use revealed evidence of student thinking and understanding as they plan future instruction.
  3. Provide feedback that clearly and explicitly identifies what needs to be improved in order to move learners forward and promote students' understanding of concepts. To best meet students' immediate learning needs, teachers should use this evidence to adapt instruction in real time
  4. Encourage students to serve as instructional and learning resources for one another on a daily basis
  5. Encourage students to take responsibility for their own learning

Formative feedback is essential to the assessment process as it allows teachers to collect the evidence they need to immediately address their students' learning needs.

Student outcomes

These key strategies of assessment for learning can be expected to produce the following student outcomes:

  • Students will become more engaged with lesson content and activities.
  • Students will support each other and take responsibility for their own learning within well-established criteria for quality.
  • Students will act on feedback in order to improve their assignments.
  • Students' learning will improve, as evidenced by test scores and other indicators.

How to ensure feedback is formative

Don't think that feedback itself is enough to make an assessment formative. Although providing feedback is a necessary first step, an assessment only becomes formative when the information fed back to the learner is used by the learner to improve future performance. Therefore only feedback that is potentially useful to the learner is formative. For example, if a teacher says, "That's very creative," the student does not know why her product is creative, or how to make future products creative. An exception to this occurs when the teacher has already provided the criteria for what a "creative" response looks like.

To ensure that feedback is formative:
  • Don't leave it open-ended or ambiguous. Give clear indications of the criteria that have been used to assess the quality of the product a student submits.

  • Don't wander from the point. Base all feedback on criteria specified for the assignment.

  • Don't delay. Provide feedback as soon as possible after the student submits the assignment.

FAQs

Do these techniques require a specific kind of testing?

According to Black and Wiliam (2004a), the effectiveness of formative assessment on student learning comes from the feedback provided by the teacher, not from the kind of assessment used. The teacher must have evidence of learning that can be used to provide students with "minute by minute" feedback. This finding means that many different kinds of teacher-made and standardized assessments can provide the evidence needed to guide teacher feedback. Evidence of student learning that comes from informal sources such as whole-class or small-group discussions, as well as class polls (a quick show of hands), can also be useful, provided they are not just self-reports about the levels of confidence students have in their responses.

How do teachers learn to use these techniques?

Groups of teachers working together (called teacher learning communities) can share ideas and support one another as they implement the five key strategies in their own classrooms. Extensive research by Leahy and others has concluded that these types of groups are most effective when they are composed of teachers from a variety of subject-matters and grade levels working together to support one another (view these strategies on the Educational Leadership website).

When does the strategy work?

Formative assessment has been shown to work with a wide variety of learners. Much of our earlier work was undertaken in mathematics, science and English classrooms, but our research in other subject matter areas has also confirmed those findings. Overall, their research is specifically applicable to the following types of students:

  • All grade levels (kindergarten, elementary, high school and college-aged students).
  • All ethnic groups (white, black, Hispanic and Asian-American).
  • All settings (urban, suburban and rural ).
  • Males and females.
  • All competence levels (special education through gifted).

Perhaps even more interestingly, the model of the five strategies of formative assessment, supported through the use of learning communities, has also been found to be effective with instrumental music tutors, librarians, adult numeracy and literacy practitioners, youth workers, and community advocates.

Teacher and student differences

After establishing teacher learning communities in countries all around the world, we have found that formative assessment strategies are most effective when tailored by individual teachers to meet the unique needs of their students and contexts. For example, teachers who use the "find and fix" technique (pairs of students working together to identify and correct errors on an assessment) discover that younger students can only use this technique with short assessments (two or three problems); whereas older students can use the technique with much longer assessments.

Gaps in the literature

Science and mathematics

There appears to be some promise of cutting back on the drop-out rate from difficult mathematics and science courses when faculty (particularly at the postsecondary level) engage in professional development aimed at increasing their pedagogical skills, especially when they focus on the five key strategies (Wiliam et al., 2004). However, larger-scale trials are needed to confirm these preliminary findings.

The research evidence

Black and Wiliam's (1998a) reviewed over 600 research studies on the effects of feedback and other aspects of formative assessment and cited 250 studies in their "best-evidence" synthesis of the effects of formative assessment on learning. They found that effective use of formative classroom assessment yielded high levels of student achievement (effect sizes ranged from between 0.4 to 0.7 of a standard deviation). Nyquist (2003) found effect sizes for formative feedback ranging from 0.3 to 0.5 of a standard deviation, and other researchers have found effect sizes in the same range.

While there have been recent critiques of the research basis for the claims around formative assessment (see, e.g., Bennett, 2011; Kingston & Nash, 2011) much of the criticism stems from an inadequate understanding of the limits of effect sizes in synthesizing educational research. For example, the meta-analysis by Kingston and Nash concluded that formative assessment might improve educational achievement by around 0.2 to 0.3 standard deviations, which following Cohen (1988) they classed as "small." However, since most of the studies synthesized by Kingston and Nash were conducted on middle and high school students, such effect sizes are equivalent to a 50 to 100 percent increase in the rate of learning (Bloom et al., 2008). While researchers will always say, "More research is needed" it does seem as if the extent of the available evidence suggests that attention to classroom formative assessment practices can have substantial positive impacts on student achievement.

Last updated: March 2015Date created: February 2010

Dwyer, C. (2015, March 9). Using classroom data to give systematic feedback to students to improve learning. American Psychological Association. https://www.apa.org/education-career/k12/classroom-data

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Using classroom data to give systematic feedback to students to improve learning (2024)

FAQs

Using classroom data to give systematic feedback to students to improve learning? ›

Direct measures may include homework, quizzes, exams, reports, essays, research projects, case study analysis, and rubrics for oral and other performances.

How do you use data to improve the learnings of the students? ›

How Teachers Use Student Data to Improve Instruction
  1. Standardized tests gauge overall learning and identify knowledge gaps. ...
  2. Individual assessments reveal each student's needs. ...
  3. Summative assessments catch learning roadblocks. ...
  4. Summative assessment also informs curriculum and instruction.

How do you use assessment data to improve teaching and learning? ›

5 ways to utilize assessment data
  1. Plan individual instructional intervention. ...
  2. Develop daily instructional strategies. ...
  3. Determine targeted goals for students and teachers. ...
  4. Monitor student and teacher progress. ...
  5. Discover professional development gaps.
Feb 4, 2021

What are the strategies to provide feedback to students in the classroom? ›

How to implement feedback
  • give descriptive feedback where possible.
  • focus on feedback that encourages students to think through their learning.
  • avoid closed questions in favour of posing more open ended ones.
  • keep feedback focused on what's important for the learner - product, process and self-regulation.
Dec 8, 2022

What assessment data are used to improve student performance? ›

Direct measures may include homework, quizzes, exams, reports, essays, research projects, case study analysis, and rubrics for oral and other performances.

How does data-driven instruction improve the quality of teaching and student learning? ›

Data gives feedback to know where a student is in their learning process. Teachers analyze data from a variety of formative and summative assessments to accurately understand what a specific student, group of students, or even an entire classroom needs to achieve mastery of a specific topic or subject.

What are the benefits of using data in the classroom? ›

Data analysis helps teachers understand their students' learning abilities and challenges, and facilitates an ingrained cultural process that uses detailed inputs (information) to ensure optimal outputs (results for students).

What is the role of assessment data as feedback in teaching and learning practices? ›

The assessment feedback is used to improve students' learning and course teachers' teaching, whereas evaluation score or grade does not assist a student in learning the reasons for receiving certain score or grade on his/her performance.

Why is assessment data important in the classroom? ›

Assessment data provide a means to look at student performance to offer evidence about student learning in the curriculum, provide information about program strengths and weaknesses, and guide decision-making.

How do you use data in the classroom? ›

Using data analysis tools, teachers can identify students that are falling behind, examine which instructional decisions worked and determine where there is room for improvement in the lesson plan. For example, evaluation results might indicate that some students aren't reaching math standards for their grade level.

What tools can be used to provide students with effective feedback? ›

Tools to provide feedback to students
  • Mote. Mote is an audio recording tool that allows you to create and share audio notes via Gmail, Google Docs, Slides, Google Forms, and Google Classroom. ...
  • Kaizena. Kaizena allows you to easily insert voice comments into documents. ...
  • Audio recording apps.
May 23, 2023

What are three 3 strategies you could use to effectively receive feedback? ›

Receiving Feedback Effectively
  • Listen to the feedback given. This means not interrupting. ...
  • Be aware of your responses. Your body language and tone of voice often speak louder than words. ...
  • Be open. ...
  • Understand the message. ...
  • Reflect and decide what to do. ...
  • Follow up.

What are some strategies for giving feedback effectively? ›

How to Give Feedback Effectively
  • Exercise Empathy. Receiving feedback can be just as uncomfortable as giving it. ...
  • Take Time to Prepare. Before offering feedback, strategize what it is that you actually want to say and how you want to say it. ...
  • Speak in Specifics. ...
  • Save Time for Inquiry. ...
  • Focus on the Future.
May 2, 2019

What types of assessments are used to track student progress using data? ›

What Kinds of Data Should You Track in Your Classroom?
  • Quiz, test, and exam scores.
  • Assignment completion rates.
  • Attendance records.
  • Engagement metrics for online learning.
  • Behavioral observations.
  • Standardized test scores.
  • Cumulative records of student history.
Aug 1, 2022

What assessment data used by your cooperating teacher to improve student performance? ›

Formative assessments allow teachers to collect data about student learning and make decisions about instruction.

What type of assessment data are used to inform teaching decisions and improve instruction? ›

Formative Assessment:

The formative assessment process allows students and teachers to gain a deep understanding of learning goals and envision proficiency in each standard. Feedback from the evidence of learning is used to adjust instruction and guide every student toward success.

What are the best data to collect and use in data driven decision-making in schools? ›

Administrators and teachers may study standardized test scores, attendance data, and behavior data to make decisions for their schools.

What are examples of data driven instruction? ›

For example, instead of asking teachers to write out their conclusions after reading through the data, create a uniform process for data analyzation. You could do this by creating reports with short, specific questions that teachers must answer on a scale of 1-10 based on the data they've collected.

What is the data driven approach to learning? ›

Data-driven learning (DDL) is an approach to foreign language learning. Whereas most language learning is guided by teachers and textbooks, data-driven learning treats language as data and students as researchers undertaking guided discovery tasks.

What is the power of data in the classroom? ›

Data should help the teacher and students identify growth areas and areas of understanding and mastery. Data should inform how, what, and when a teacher teaches. Data should help determine collaborative groups, small group instruction, and peer tutors.

Why is it important to collect and use data from various assessments throughout the year? ›

This can help educators adapt teaching to particular students' needs and learn what works well and doesn't work well for teaching a certain topic. Finally, if a variety of assessment methods are used, data will be more accurate. Accurate and reliable student data will allow for more student success.

Why is it important to collect data and use data from various reading assessments throughout the year? ›

The information gained from assessment allows teachers to know if all students are mastering the content covered. It is important for teachers to use instructional time effectively, and this can be done when teachers are knowledgeable about what their students are ready to learn and what they already know.

What is the Role of feedback to improve teaching learning process? ›

The purpose of feedback in the assessment and learning process is to improve a student's performance - not put a damper on it. It is essential that the process of providing feedback is a positive, or at least a neutral, learning experience for the student.

What is the Role of feedback in improving teaching and learning? ›

Feedback provides the practitioner and learner with evidence about current knowledge and skill development. Understanding the learner's progress and level of achievement enables the practitioner to make decisions about the next steps to plan in the learning program.

What does using data to inform instruction mean for teachers? ›

Fundamentally, using data to inform instruction is about impacting student learning. That means giving teachers the training, resources, and support to facilitate that process.

How does assessment task activity help your students achieve the intended learning outcomes? ›

Building alignment between assessment and learning outcomes also allows you to develop and communicate the pathway for students' learning progression. It enables you to explain what knowledge and skills were expected on entry to the course and the knowledge and skills that will be developed throughout the course.

How do you analyze classroom data? ›

4 Best Practices for Analyzing Student Data
  1. Maintain Objectivity. Before digging into the data, squash any preconceived notions. ...
  2. Start with a Question. It's important to approach data with a specific purpose. ...
  3. Schedule Time Regularly. ...
  4. Engage Students and Families in Growth and Progress.
Oct 18, 2022

What types of data are used in the classroom? ›

Collecting Data in the Classroom: A Teacher's Guide
  • Formative Data. Short quizzes, question and answer drills and a simple show of hands generates a certain kind of data. ...
  • Observational Data. ...
  • Standardized Tests, Key Milestone Exams and Project Work. ...
  • Student Files. ...
  • Student Reported Data. ...
  • Looking for data in the right places.

What is using data for meaningful classroom change? ›

Using Data for Meaningful Classroom Change provides teaching professionals with the strategies and tools needed to systematically evaluate and analyze student data and subsequently implement and monitor action plans in order to improve student performance.

What is the most effective form of feedback for learning? ›

Providing a one-on-one meeting with a student is one of the most effective means of providing feedback. The student will look forward to having the attention and allows the opportunity to ask necessary questions.

Which feedback is the most powerful tool for improving student learning? ›

Descriptive feedback is the most powerful tool for improving student learning - feedback that focuses on what needs to be done can encourage all to believe that they can improve (Black, Harrison, Lee, & Wiliam).

Which type of assessment is typically used to give feedback to students? ›

Formative assessment is a valuable tool that enables instructors to provide immediate and ongoing feedback to improve student learning (Shute, 2008).

What are the 3 simple but powerful techniques for giving effective feedback? ›

Giving Feedback Effectively
  • Check Your Motives. Before giving feedback, remind yourself why you are doing it. ...
  • Be Timely. The closer to the event you address the issue, the better. ...
  • Make It Regular. ...
  • Prepare Your Comments. ...
  • Be Specific. ...
  • Criticize in Private. ...
  • Use "I" Statements. ...
  • Limit Your Focus.

What are the three C's of feedback? ›

UNC Professor Elad Sherf recommends using the framework of the three Cs — Clarity, Contextual Meaning, and Composure — as a guide for turning every performance review into an opportunity to demonstrate empathy and help employees achieve lasting growth, learning, and improvement.

What are the three F's of feedback? ›

With that understanding, let's turn our attention to laying a solid foundation for fixing feedback with the three fabulous Fs: fairness, focus and frequency. For feedback to work, there must be trust, and trust is built through the connections and experiences we share with others.

Which are the 7 keys to effective feedback? ›

In this short article, author and former teacher Grant Wiggins says that helpful feedback is goal-referenced; tangible and transparent; actionable; user-friendly (specific and personalized); timely; ongoing; and consistent.

How do you use data to improve student learning? ›

How Teachers Use Student Data to Improve Instruction
  1. Standardized tests gauge overall learning and identify knowledge gaps. ...
  2. Individual assessments reveal each student's needs. ...
  3. Summative assessments catch learning roadblocks. ...
  4. Summative assessment also informs curriculum and instruction.

Which of the five best practices of using the assessment data to improve classroom instruction? ›

5 ways to utilize assessment data
  • Plan individual instructional intervention. ...
  • Develop daily instructional strategies. ...
  • Determine targeted goals for students and teachers. ...
  • Monitor student and teacher progress. ...
  • Discover professional development gaps.
Feb 4, 2021

How to use data to track student progress? ›

Here are some examples of data you might collect when tracking student progress:
  1. Test and quiz scores.
  2. Homework completion rates.
  3. Assignment scores.
  4. Number of reading hours.
  5. Behavior assessments.
  6. Assessments of students' knowledge and abilities before instruction.
Sep 1, 2021

How do assessments help teachers use classroom data to make better instructional decisions? ›

Meaningful assessment data delivers a snapshot of what students know, what students should know, and what students do not yet know. When teachers understand this assessment data, they are positioned to make decisions that inform instruction and positively affect student outcomes.

How do classroom assessments improve learning? ›

Assessments can provide evidence of learning

A system of well-constructed formative and summative assessments allows students to demonstrate their abilities and knowledge and then reflects how close they are to meeting educational goals and standards. Evidence from assessments can be directly beneficial to students.

What data do you use to evaluate instructional effectiveness? ›

These include structured interviews with students, instructional rating surveys, tests and exams, content analysis of instructional materials, and review of classroom records.

What forms of data can you use to measure the effectiveness of teaching and learning? ›

The three most widely used measures in the United States are structured classroom observations, teacher contributions to student achievement growth, and student perceptions of teacher effectiveness and classroom instructional climate.

What are the two types of data associated with a needs assessment? ›

A successful needs assessment utilizes rigorous data analysis, including diverse and high-quality data sets. Diverse data sets include multiple data types, including both qualitative and quantitative data, reflecting multiple viewpoints.

How do you use data to track student progress? ›

Here are some examples of data you might collect when tracking student progress:
  1. Test and quiz scores.
  2. Homework completion rates.
  3. Assignment scores.
  4. Number of reading hours.
  5. Behavior assessments.
  6. Assessments of students' knowledge and abilities before instruction.
Sep 1, 2021

How do we use data in the classroom? ›

Using data analysis tools, teachers can identify students that are falling behind, examine which instructional decisions worked and determine where there is room for improvement in the lesson plan. For example, evaluation results might indicate that some students aren't reaching math standards for their grade level.

What are 4 different methods teachers can use to collect data? ›

Collecting Data in the Classroom: A Teacher's Guide
  • Formative Data. Short quizzes, question and answer drills and a simple show of hands generates a certain kind of data. ...
  • Observational Data. ...
  • Standardized Tests, Key Milestone Exams and Project Work. ...
  • Student Files. ...
  • Student Reported Data. ...
  • Looking for data in the right places.

What is an example of tracking student progress monitoring? ›

Monitoring student progress includes all the ways that teachers assess student progress. Examples include: – Exit tickets, – Quizzes, – Observing students as they work, – Asking students questions, and – Looking at student work.

How do you use data effectively? ›

5 Rules For Using Data Effectively
  1. Know the purpose.
  2. Be painstakingly meticulous with what data is going to be collected.
  3. Designate data entry, review and action points when designing the curriculum.
  4. Ask ourselves, “Are we collecting data in the most effective and efficient way?
Jul 7, 2022

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