Ei Study https://ei.study/ Mon, 09 Mar 2026 15:15:31 +0000 en-US hourly 1 https://wordpress.org/?v=6.9 https://ei.study/wp-content/uploads/2022/10/edilogo.png Ei Study https://ei.study/ 32 32 Feature Article https://ei.study/feature-article-copy-2/ Fri, 06 Mar 2026 07:01:08 +0000 https://ei.study/?p=20892 Why Competency-Based Training Isn’t Working- The Learning Science Gap

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Learning
Pulse

Edition 15 | March 2026

Feature Article

Transforming Classrooms into Student-Owned Spaces

The Valency Trap!

Consider a Grade 7 class learning valency. Students are assessed at the end of the chapter. Most score well because they memorise:

Sodium has valency 1, and Oxygen has valency 2

The test checks recall and procedural application. But what was the concept really testing?

It was meant to assess understanding of:

1Electron gain and loss
2Stability of atoms
3Formation of ions
4Relationship between atomic structure and bonding
 

When the Gap Appears

Now those same students move to Grade 8.

They are asked to:

1Write chemical formulae independently
2Work with polyatomic ions
3Understand ionic and covalent bonding
And suddenly, confusion sets in. They cross the numbers because that’s the procedure they were taught. But when asked why magnesium forms MgCl₂ instead of MgCl, they struggle to explain. It’s not that they didn’t study. It’s not that they weren’t paying attention. The foundation was procedural, not conceptual.

Valency became a shortcut, not a story about electrons seeking stability.

Understanding Valency Through Electron Stability

What Happens If This Concept Does Not Develop?

If valency is not deeply understood:

Consequences of Weak Conceptual Foundation

Ionic bonding becomes confusing
Chemical equations are imbalanced
Periodic trends seem disconnected
 

This is what we call failure in vertical learning, when a weak foundation blocks future understanding.

The issue is not effort. It is ownership.

Shifting the Onus: From Teacher-Led to Learner-Owned

In many conversations about classroom reform, the spotlight remains on teaching strategies. But real change begins when students start examining their own understanding.

The Shift: From Teacher-Led to Learner-Owned

Consider the earlier classroom moment when students explored atomic number and electronic configuration before learning valence. When sodium was written as 2,8,1 and magnesium as 2,8,2, students were not immediately told their valencies. Instead, they were asked:

Guiding Questions for Student Reflection:

 

Questions That can Shift Thinking

1What pattern do you notice in the outermost shell?
2Which atoms appear stable already?
3What might sodium need to do to become stable?

Some students explained stability through electron loss. Others simply linked valency to group number. That reflection pause revealed who truly understood and who was relying on surface patterns. At that moment, the responsibility subtly shifted. Instead of the teacher correcting and moving ahead, students analysed their own thinking. When later asked why magnesium forms MgCl₂ instead of MgCl, they reasoned through electron stability rather than applying a crossing rule.

This is the shift.

We aim to build independent individuals, yet often the full weight of learning rests on the teacher. When structured reflection is embedded at key conceptual stages, students begin asking themselves:

Student Self-Questioning:

 

Few Critical Self-Reflection Questions

1What do I understand about electron stability?
2Where is my confusion?
3What must I clarify before moving ahead?
Here, the teacher becomes a facilitator of thinking, not just a provider of procedures. The learner becomes accountable for conceptual clarity. This shift demands patience. It requires allowing productive struggle and resisting the urge to supply immediate answers. But it builds ownership.

And ownership is what transforms classrooms from grade-focused spaces into growth-driven environments.

The Transformation in Learning Perspective

Reflection moves learning from:

What did the teacher teach?

to

What did I understand? What do I not yet understand? What will I do about it?

Here, the teacher becomes a facilitator. The learner becomes accountable.

This shift is demanding. It requires a lot of planning, patience, and reflection on the part of the teachers. It also demands that teachers take a backstep and allow productive struggle, withholding immediate correction and just being there for the students, leading them in the correct direction.

But it prepares students for life, not just exams.

Reflection Should Not Be an End Activity

If reflection happens only after the unit test, it is too late. Reflection must be embedded within the learning journey. This is the most crucial step. In the example stated above at the beginning of the text, if the gaps had been identified at a very early stage and closed by the learners, there would have been absolute clarity of the concept.

How Can This Be Practised in Class?

1. Mid-Lesson Concept Check Reflections

After teaching a key idea (e.g., valency and electron transfer), ask students:

 

Few Student Reflection Prompts

1What is one thing I am confident about?
2What still confuses me?
3What example can I create on my own?
This reveals gaps before the summative test.
 

2. Misconception Analysis Routine

Present a common incorrect answer (e.g., MgCl instead of MgCl₂).

Ask:

 

Few Analytical Questions

1Why might someone think this is correct?
2What assumption are they making?
3What concept is missing?
Students begin analysing thinking, not just answers.
 

3. Learning Journals Linked to Vertical Growth

At the end of a lesson, students write:

 

Few Journal Prompts for Vertical Learning

1How will today’s learning help me next year? This process is also linked to the vertical mapping of the curriculum and identifying the power standards, which serve as an important aspect in building the concept.
2Where might I use this concept again?
This builds awareness of learning progression.
 

4. Error-to-Action Reflection

After any assessment:

 

Reflection-to-Action Framework

1What mistake did I make?
2Why did I make it?
3What will I practise differently?
Students then complete a short, targeted correction task to close the gap in learning.

The Real Reform

When students learn to:

1Identify their misconceptions
2Take responsibility to close gaps
3Connect present learning to future application
Vertical learning strengthens naturally.

Reforming education is not only about changing pedagogy. It is about cultivating learners who can think about their thinking and act on it. That is when independence truly begins.

 

The article is contributed by Ms. Anshika Saxena.
Instructional Coach, Science
Heritage International Xperiential School, Gurugram

Ms Anshika Saxena began her teaching journey in 2008. An engineer by profession and an educator by passion, she soon realised that her true calling was not in technical design, but in shaping young minds.For her, teaching has never been about the subject, it has always been about the teacher. When a teacher builds a genuine connection with students, learning naturally follows. Once trust is established, any concept can be taught, explored, and mastered.

She discovered that her Ikigai lies in the smiles of my students and in the lasting impact I create in their lives. Her focus extends beyond academic achievement to nurturing life skills like resilience, responsibility, critical thinking, reflection, and empathy because these are the tools that truly prepare students for the world beyond school.

She is a firm believer in continuous growth for educators as much as for students and see education as a powerful journey of connection, character building, and lifelong learning.

Are these principles already part of your teaching toolkit?
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Share how you bring these principles to life in your classroom and inspire fellow educators. Write to us at [email protected] and tell us about your unique teaching journey

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From Learning Data to Classroom Instruction https://ei.study/from-learning-data-to-classroom-instruction-5/ Fri, 06 Mar 2026 07:35:14 +0000 https://ei.study/?p=20904 Explore how data-driven insights can transform teaching by addressing misconceptions and fostering deeper understanding.

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Learning
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Edition 15 | March 2026

From Learning Data to Classroom Instruction

Explore how data-driven insights can transform teaching by addressing misconceptions and fostering deeper understanding.
No. of students who attempted this question- 23,468

Source: Ei ASSET, Social Studies- Class 6
Correct Answer: B
Skill Tested: Knowledge and understanding of historical developments

What is the Question Testing?

This question assesses students’ understanding of technological developments in methods of recording and sharing information across historical periods. Specifically, it checks whether students recognise that printed books were widely used around 300 years ago, after the spread of printing technology.

Students who choose Option B demonstrate an understanding that printing had become an established method of recording and distributing knowledge by that time.

The question also requires students to distinguish between different stages in the history of communication technologies, recognising that some forms belong to much earlier periods while others emerged only much later.

What is the Most Common Wrong Answer and Possible Misconception?

Most Common Wrong Answer: Option C (Stone carvings)
Percentage of Students Choosing Option C: 68.7%

A large number of students selected stone carvings, suggesting that they associate early methods of recording information with any time in the past without distinguishing ancient history from the more recent past.

These students likely recognise stone carvings as an early form of recording information but do not realise that by 300 years ago, printed books had already become the dominant method for storing and sharing written knowledge.

This indicates a difficulty in placing technologies accurately on a historical timeline.

Distractor Explanation :

  • Option C: Stone carvings
    Students choosing this option may correctly identify stone carvings as an ancient method of recording information. However, they overlook the time reference in the question. Stone carvings were widely used thousands of years ago, but by about 300 years ago, printing technology had already become the primary medium for recording and disseminating information.
  • Option A: Photographs
    Students choosing this option may not realise that photography was developed much later, in the nineteenth century. Photographs therefore could not have been widely used 300 years ago.
  • Option D: Black-and-white films
    Students selecting this option likely associate older technologies with earlier time periods but may not know that film technology emerged in the late nineteenth and early twentieth centuries.

Consequences of Children Not Developing This Concept

  • Weak historical timeline understanding:
    Students may struggle to correctly place events, inventions, and developments in chronological order.
  • Difficulty connecting technological change with social history:
    Understanding when technologies emerged is important for explaining how societies stored knowledge, communicated ideas, and shared information.
  • Limited contextual understanding in social science learning:
    Without a clear sense of technological progression, students may find it harder to interpret historical sources and developments accurately.

How Should I Remediate This in My Class?​

Build Historical Timelines

  • Create a simple classroom timeline of major communication technologies such as stone inscriptions, handwritten manuscripts, printing presses, photography, and film.

  • Ask students to place each method in the correct historical period.

Compare Technologies Across Time

  • Show images of different recording methods and ask students to discuss which might have been used earlier or later and why.

  • Encourage them to think about how technological changes made it easier to record and share information.

Connect Technology with Historical Context

  • Discuss how the invention and spread of printing made books more widely available and helped spread ideas across societies.

Use Visual Sources

  • Show examples of inscriptions, early printed books, and photographs to help students visualise how methods of recording information evolved over time.

Teacher Takeaway

Students often recognise older technologies but may not accurately place them within a historical timeline. Explicit teaching of technological progression in communication and record-keeping helps students better understand how societies preserved and transmitted knowledge across different periods.

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Bookmarked https://ei.study/bookmarked-copy-2/ Fri, 06 Mar 2026 08:14:48 +0000 https://ei.study/?p=20916 Discover thought-provoking book recommendations tailored for educators. Each pick includes a concise synopsis and actionable takeaways to inspire and enrich teaching practices.

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Learning
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Edition 15 | March 2026

Bookmarked

Discover thought-provoking book recommendations tailored for educators. Each pick includes a concise synopsis and actionable takeaways to inspire and enrich teaching practices.

Overview:

In The Number Sense: How the Mind Creates Mathematics, cognitive neuroscientist Stanislas Dehaene explores one of the most fascinating questions in learning: Why do humans understand numbers at all? Drawing on research from neuroscience, psychology, and education, Dehaene argues that humans are born with an intuitive sense of quantity which forms the foundation of mathematical thinking.

The book shows that even infants and animals possess a rudimentary ability to estimate and compare quantities. This intuitive system, often called the approximate number system, allows humans to make rough numerical judgments long before formal schooling begins. Mathematics, therefore, is not merely a cultural invention taught in classrooms. It builds upon deep cognitive structures already present in the human brain.

Through experiments with children, brain imaging studies, and cross-cultural research, Dehaene demonstrates how the brain gradually transforms this intuitive sense of quantity into the symbolic mathematics taught in school. The book provides a powerful scientific perspective on how mathematical understanding develops and why some students struggle with numbers.

Why Teachers Will Find This Useful:

Teachers will find this book valuable because it connects how the brain processes numbers with how mathematics should be taught in classrooms.

  • Understanding early numerical intuition: Recognise that children enter school with informal number intuitions that can be used as a starting point for teaching.

  • Strengthening conceptual understanding: Appreciate the importance of linking symbols such as digits and number words to meaningful quantities.

  • Identifying learning difficulties: Gain insight into conditions such as dyscalculia and why some students struggle with numerical understanding.

  • Designing better instruction: Use intuitive estimation, number comparison, and visual quantity representation to support deeper mathematical learning.

By understanding the cognitive foundations of number, teachers can move beyond procedural teaching and help students develop genuine mathematical understanding.

Why We Recommend It:

Many teachers have experienced a familiar classroom moment: a student can perform a calculation mechanically but cannot explain why the answer makes sense. Dehaene’s work helps explain this gap.

The book reminds us that mathematics learning should not begin with abstract rules alone. It should begin with the intuitive sense of quantity that children already possess. When teaching ignores this foundation and focuses only on procedures, students may learn to manipulate symbols without understanding the underlying quantities.

Dehaene’s writing encourages educators to see mathematics not simply as a set of algorithms but as a way of thinking grounded in human cognition. For teachers, this perspective is both reassuring and challenging. It reassures us that children already possess powerful numerical intuitions. At the same time, it challenges us to design learning experiences that connect classroom mathematics with these intuitive foundations.

Interesting and Actionable Takeaways:

  • Humans possess an innate approximate number system that allows estimation and comparison even without formal counting.

  • Young children often understand relative quantity relationships before they fully grasp symbolic arithmetic.

  • Mathematical learning improves when students connect symbols, quantities, and language rather than treating them as separate skills.

  • Estimation and number comparison tasks are not trivial activities. They strengthen the mental foundations of arithmetic.

Zoom-in Excerpts:

Number is one of the most abstract and metaphysical ideas which the mind of man is capable of forming.
– Stanislas Dehaene, The Number Sense

Explanation:

Dehaene uses this observation to highlight a central paradox of mathematics learning. Numbers feel simple and familiar because we use them constantly, yet the concept of number is one of the most abstract constructions of the human mind.

The book shows that humans begin with an intuitive ability to perceive approximate quantities. However, understanding numbers as exact entities that follow rules such as succession, equality, and place value is a cultural achievement that develops gradually through language, counting, and education.

For teachers, this insight is important. When students struggle with numbers, it is rarely because they lack intelligence or effort. It is because they are moving from an intuitive sense of quantity to a highly abstract symbolic system. Effective teaching therefore helps students bridge this gap by connecting quantities, number words, symbols, and visual representations so that numbers become meaningful rather than mechanical.

Key strategies teachers can take from this:

  • Encourage estimation before exact calculation so students develop an intuitive sense of magnitude.

  • Use visual representations such as dot patterns, number lines, and quantity comparisons to connect symbols with meaning.

  • Allow students to explain their reasoning rather than focusing only on correct answers.

  • Treat informal strategies such as finger counting or mental approximation as stepping stones toward deeper mathematical understanding.

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Edu – Praxis https://ei.study/edu-praxis-copy-3/ Fri, 06 Mar 2026 08:25:41 +0000 https://ei.study/?p=20925 The articles in this section let you dive into fascinating educational research and uncover its practical applications in the classroom.

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Learning
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Edition 15 | March 2026

Edu- Praxis

The articles in this section let you dive into fascinating educational research and uncover its practical applications in the classroom.

The Power of Purpose: Why Explaining the ‘Why’ Changes Student Motivation

The Study

Students were divided into two groups before they had to watch a deliberately dull lecture. The lecture was presented in a monotonous style, without stories, visuals, or other enhancements. In other words, the researchers intentionally recreated the kind of lesson students often describe as boring.

Before the lecture began, one group of students received a short explanation. They were told why the lesson might matter to them in the future and how the ideas could help them later in life. The explanation also acknowledged that the lesson might feel difficult or uninteresting at first, but encouraged them to persist.

The second group did not receive any such message. They simply watched the lecture.

The goal of the study was simple. Could a short explanation about the purpose and value of a task influence how motivated and engaged students felt while doing it?

The Main Findings

The difference between the two groups was striking.

Students who heard the short rationale before the lesson showed:

      • Higher motivation during the lesson

      • Greater engagement as the lecture progressed

      • More interest in the topic being taught

      • Stronger belief that the learning was important

By the end of the lecture, engagement levels were around 25 percent higher in the group that had heard the rationale.

The benefits were not limited to motivation. When researchers tested learning after the lesson, students who had received the explanation showed up to 11 percent higher understanding of the factual and conceptual ideas presented.

In other words, a brief explanation of why the learning mattered helped students stay engaged long enough to learn more effectively.

Related Research

Earlier studies have explored how students respond when they are asked to complete tasks that feel repetitive or boring.

One experiment asked participants to complete a dull activity where they pressed a button every time a light flashed. When researchers explained the rationale of the task and acknowledged the negative feelings participants might experience, performance improved significantly. The key was that the explanation was delivered in a non controlling way that emphasised choice rather than pressure.

Another study found that when students do not value what they are asked to learn, both their motivation and engagement decline. This pattern becomes stronger as students grow older and are expected to take greater responsibility for independent learning.

Research has also highlighted the importance of the teacher student relationship in shaping motivation (#83). Students are more willing to invest effort when they perceive warmth, trust, and a sense of relatedness with the teacher. In other words, how a message is communicated can be as important as the message itself.

Taken together, these findings suggest that motivation is not simply a matter of making lessons entertaining. It often depends on whether students can see meaning and purpose in what they are learning.

Classroom Implications

This research offers a practical reminder. When students appear disengaged, the problem is not always the content. Sometimes the missing piece is meaning.

This small shift can help students move from passive compliance to purposeful effort.

Sometimes motivation does not come from making learning easier. It comes from helping students see why the effort is worth it.

References

  1. Hulleman, C. S., & Harackiewicz, J. M. (2009). Promoting interest and performance in high school science classes. Science, 326(5958), 1410–1412.

2. Reeve, J. (2012). A self-determination theory perspective on student engagement. Handbook of Research on Student Engagement, 149–172.

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Educators Speak: Interview https://ei.study/educators-speak-interview-2/ Mon, 09 Mar 2026 15:15:31 +0000 https://ei.study/?p=20999 Ms. Subhra Mishra

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Learning
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Edition 15 | March 2026

Educators Speak: Principal Interview

Ms. Subhra Mishra

Ms. Subhra Mishra is an accomplished education leader with over 20 years of comprehensive experience in academic leadership, school administration, and institutional transformation. She currently serves as the Principal of Sunbeam School, Narayanpur, where she leads strategic academic planning and fosters a culture of excellence and holistic development.

Her professional expertise includes curriculum design and restructuring, Early Childhood Education implementation, experiential and skill-based learning integration, teacher training and supervision, academic auditing, policy formulation, and school operations management. She has consistently driven student-centric reforms aligned with competency-based education and structured pedagogical frameworks.

In addition to her strong administrative and academic capabilities, Ms. Mishra is recognised for her leadership presence, mentoring approach, effective communication skills, emotional intelligence, and ability to build collaborative teams. She is deeply committed to educator empowerment, inclusive education practices, and creating supportive learning environments that nurture confident, future-ready learners.

She is also a certified Master Trainer with the Central Board of Secondary Education (CBSE) and serves as a CBSE Resource Person, actively contributing to national capacity-building initiatives. In this role, she conducts professional development programs, workshops, and training sessions to up-skill teachers and school leaders in competency-based education, assessment reforms, and pedagogical innovation. Through her training engagements, she continues to strengthen instructional leadership and promote best practices across educational institutions.

Q1. Every school leader brings a distinctive philosophy to education. What core belief about teaching and learning most strongly shapes the culture of your school?

I have always maintained the belief that the educational philosophy that will serve as a guiding light for Indian schools cannot be one that has been mindlessly copied or filched from what other countries are doing or have done in the past. India has its own socio-cultural challenges that we need to address through our institutions. In this regard, I find the sage words of Swami Vivekananda very useful and motivating. He says, “We want that education by which character is formed, strength of mind is increased, the intellect is expanded, and by which one can stand on one’s own feet.” This outlook towards education acts as my guiding light. This also complements our school motto: Duty, Discipline, and Devotion. Additionally, I have ensured that the meaning and goals of education do not remain restricted to the classroom. This is achieved by including practices of experiential learning, maintaining a strong focus on extracurricular activities, and placing emphasis on co-scholastic areas. The aim is not only to build academically brilliant students, but also to instil in them the values of empathy, sportsmanship, and gratitude so that they become ideal citizens of our country.

Q2. Many schools today are speaking about competency-based learning. In your experience, what does this shift look like in everyday classroom practice?

Even before competency-based learning became mainstream, I had the opportunity to implement it at various levels. From a hands-on approach to all subjects to engaging students with projects, discussions and other tools, each method was chosen to develop specific skills. At Sunbeam School, we ensure that students do not equate learning with rote memorisation. The emphasis has always been on the application of the things learnt in the classroom to real world situations by nurturing critical thinking, creativity, emotional intelligence, quantitative aptitude, and problem solving. This has led to an overall and multifaceted growth in our students and has improved their confidence and conviction in themselves. This is only possible when students do not treat learning as a one-time experience or a burden and are made aware of ways in which they can improve themselves in a friendly manner. I feel proud to state that our student centric approach revolves around our only priority, our students.

Q3. Assessment is undergoing significant change globally. What role do you believe assessment should play in helping students grow rather than merely measuring performance?

In my opinion, assessment should be seen as a tool for improvement instead of merely associating it with grades. I also believe that assessments that do not reflect the strengths and areas of improvement for the student, and are designed solely to provide a numerical output, lack the most important thing: the space for feedback. In my experience, effective and well-designed assessment tools help educators know their students better. It makes it easier for them to understand each student, identify their strengths and weaknesses, learning gaps and lacunae, and the sectors where some work may be required. Keeping this in mind, at Sunbeam School, Narayanpur, we carry out continuous and formative assessments throughout the year by including quizzes, classroom activities and discussions, projects and reflective tasks. This allows students to work on their skills and also gives teachers the time to carefully understand and support their students so that they can work for their development in partnership with their parents and guardians.

Q4. What role do you believe parents should play in supporting meaningful learning beyond homework and exam preparation?

Parents form an important pillar of our Sunbeam family. We treat them as partners in this journey of the holistic development of our students. As mentioned previously, regular parent-teacher meetings and feedback sessions enable us to understand the educational and emotional needs of our students and tailor specific programmes for them. We conduct regular activities at school that involve the participation of parents and guardians. Our regular engagement with parents also benefits them, as they get to understand our educational philosophy and the techniques we follow at school. This, in turn, helps them provide a nurturing and supportive environment at home, which acts as a continuation of the atmosphere that surrounds students at school. With this view in mind, I personally believe that parents should guide their children to be good human beings above all else. It is said that children learn more by observing than from instructions. Therefore, it is imperative that parents become their role models in values such as resilience, compassion, honesty, and others. I believe that when schools and parents work together, we can achieve the best results for our students.

Q5. In your journey as a school leader, what has been one challenge that significantly shaped your leadership approach?

As a school principal, each day is filled with numerous challenges, and each challenge brings a different perspective and learning opportunity. From handling teachers to ensuring the well-being of students, it is no small task. I believe that dealing with day-to-day activities while leading a school can be an appropriate parallel to any management course because of the sheer number of areas and sectors one has to cover, and the diverse group of people one has to work with. My leadership approach has always been student-first and student-centric. It has always been my primary priority, and the happy faces that greet me every day at school are what drive me to give my best.

One of the most memorable challenges of my teaching career has been being the principal of a school in a rural and remote part of the country. Not only did I appreciate a lot of things more, I also found the rural India’s quest for educating their children very encouraging.

One of the most crucial challenges was the introduction of latest teaching-learning techniques and methods in the school in an area where school education was still associated with rote-learning, simple test and useless memorization. Conveying the same to parents and guardians was not easy either. I had to take countless sessions and seminars to propagate the usefulness and utility of these techniques and the benefits of co-scholastic activities to them. Gradually, they became more receptive of these changes. Another aspect of this same issue was teacher training and upskilling. It was another thing I had to undertake and introduce the educators there to these latest practices. One key takeaway from this experience was the immense influence a school leader and educator can have over people for good. If a principal wants, he/she can be the harbinger of change in the society and immediate community connected with the school.

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What’s Brewing in AI https://ei.study/whats-brewing-in-ai/ Mon, 09 Mar 2026 15:08:27 +0000 https://ei.study/?p=21004 Learning Pulse Edition 15 | March 2026 What’s Brewing in AI New section from April, 2026. Your students are already prompting ChatGPT for homework, generating images for fun, talking to voice assistants without a second thought. For most of us, it hasn’t been that easy to keep up, and it’s hard to guide kids on something you’re still getting comfortable with yourself. That’s what this section is for. Every month, we’ll cover what’s happening in AI that matters for schools, news and trends in plain language, activities you can run with students, a few interactive games that are genuinely fun to mess around with (and yes, you’ll learn something too), and breakdowns of concepts like how machines learn, what ‘training data’ means, and why these things are showing up in school syllabi. We’ll also get into what ‘AI skills’ actually look like at different ages and how teachers can start building them in themselves and in their students, one step at a time. Some of it will be practical. Some of it will change how you think about things. And some of it is just fun to know. Either way, the next time someone says “so what’s the deal with AI in education?” — you’ll have a better answer than “it’s complicated.” More next month Are these principles already part of your teaching toolkit? We’d love to hear your story! Share how you bring these principles to life in your classroom and inspire fellow educators. Write to us at [email protected] and tell us about your unique teaching journey Enjoyed the read? Spread the word       Interested in being featured in our newsletter? Write to us here. Feature Articles Join Our Newsletter Your monthly dose of education insights and innovations delivered to your inbox!

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Learning
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Edition 15 | March 2026

What's Brewing in AI

New section from April, 2026.

Your students are already prompting ChatGPT for homework, generating images for fun, talking to voice assistants without a second thought. For most of us, it hasn’t been that easy to keep up, and it’s hard to guide kids on something you’re still getting comfortable with yourself.
That’s what this section is for. Every month, we’ll cover what’s happening in AI that matters for schools, news and trends in plain language, activities you can run with students, a few interactive games that are genuinely fun to mess around with (and yes, you’ll learn something too), and breakdowns of concepts like how machines learn, what ‘training data’ means, and why these things are showing up in school syllabi. We’ll also get into what ‘AI skills’ actually look like at different ages and how teachers can start building them in themselves and in their students, one step at a time.


Some of it will be practical. Some of it will change how you think about things. And some of it is just fun to know. Either way, the next time someone says “so what’s the deal with AI in education?” — you’ll have a better answer than “it’s complicated.”
More next month

Are these principles already part of your teaching toolkit?
We’d love to hear your story!

Share how you bring these principles to life in your classroom and inspire fellow educators. Write to us at [email protected] and tell us about your unique teaching journey

Enjoyed the read? Spread the word

Interested in being featured in our newsletter?

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Feature Article https://ei.study/feature-article-copy/ Mon, 09 Feb 2026 10:47:47 +0000 https://ei.study/?p=20538 Why Competency-Based Training Isn’t Working- The Learning Science Gap

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Learning
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Edition 14 | February 2026

Feature Article

Why Competency-Based Training Isn’t Working- The Learning Science Gap

When teacher training ignores how teachers learn, we cannot expect them to transform how students learn

Across school systems, competency-based learning has become the dominant focus of professional development. Workshops are conducted, competency frameworks are introduced, and teachers are trained to design activities, assessments, and rubrics aligned with competency language. However, despite significant investment and effort, classroom practice often shows limited transformation. Lessons are relabelled rather than redesigned. Competencies are discussed but rarely constructed through sustained student learning experiences.

This pattern does not indicate teacher resistance or lack of motivation. Instead, it reflects a deeper design flaw in how competency-based training itself is structured. Most programmes are built on assumptions about learning that conflict with established findings from cognitive science and teacher development research.

The Structural Flaw: Training That Focuses on Implementation Instead of Learning

Most competency-based training programmes concentrate on procedural implementation rather than on how learning actually develops. The dominant training model follows a predictable structure. Teachers are introduced to definitions of competencies, provided with skill frameworks, shown examples of competency-aligned lessons, and asked to design lesson plans or assessment tools using prescribed templates. Certification is then used as evidence of successful training.

Although this approach appears systematic, it reflects a behaviourist model of professional learning. It assumes that visible performance signals conceptual understanding. It assumes that if teachers follow structured steps, learning outcomes will naturally follow. It assumes that engagement automatically leads to deeper thinking. These assumptions have been repeatedly challenged by research in educational psychology.

Competency-based learning fails to translate into classroom transformation not because teachers misunderstand formats but because training rarely equips teachers to interpret how students think, struggle, form misconceptions, and gradually build understanding.

Why Behavioural Training Cannot Produce Conceptual Change

Human learning requires reconstruction of mental models. Teachers enter professional development with deeply established beliefs about teaching and learning formed over years of schooling and reinforced through classroom experience. These beliefs are cognitively and emotionally embedded. Simply presenting alternative lesson formats rarely leads to conceptual change.

Research in teacher cognition shows that professional learning occurs when teachers consciously examine existing assumptions, recognise their limitations, and rebuild understanding through evidence and reflection. Without this reconstruction process, teachers may adopt new language or formats while maintaining unchanged beliefs about how learning occurs.

Transfer of learning presents an additional challenge. Even when teachers understand training concepts, applying them across diverse classroom contexts requires adaptive expertise rather than replication. Each classroom contains unique combinations of learner readiness, linguistic diversity, curriculum demands, and resource constraints. Training based solely on demonstration and imitation cannot prepare teachers for this complexity.

The Research Evidence That Training Often Ignores

Evidence from teacher development research consistently highlights four critical findings. First, conceptual knowledge alone does not change classroom practice. Teachers may accurately describe competency-based education yet continue using transmission-focused instruction. Second, one-off workshops rarely produce sustained change. Studies on professional development consistently indicate that without coaching and classroom-based feedback, transfer of training remains extremely limited. Third, analysis of student thinking is among the strongest drivers of instructional improvement. When teachers examine student responses and misconceptions, motivation to adjust teaching increases significantly. Fourth, professional expertise develops through iterative cycles of experimentation, reflection, and refinement rather than through certification-based training events.

The Missing Dimension: Learning Science

Cognitive science provides strong clarity on how learning develops. Learning is not accumulation of behaviours but reorganisation of knowledge within memory. Effective teaching therefore requires teachers to understand prior knowledge, misconceptions, cognitive load, attention limits, retrieval processes, productive struggle, and mechanisms that enable transfer across contexts.

However, competency-based training frequently focuses on observable indicators of competence while neglecting how competence develops cognitively. Teachers are trained to recognise performance descriptors but rarely supported in diagnosing underlying student thinking.

Why Teachers Often Revert to Traditional Practices

In many classrooms, systemic pressures magnify this training gap. Teachers manage wide variations in student readiness, strong examination orientation, syllabus pacing expectations, and linguistic diversity. Without strong diagnostic tools and cognitive insight, competency-based teaching can appear uncertain and risky. Teachers often return to structured instruction, model answers, and predictable assessments because these approaches offer reliability under time pressure.

This shift is not ideological resistance. It reflects practical constraints combined with insufficient training in interpreting learning evidence.

Assessment Literacy: The Most Neglected Competency

Competency-based reform emphasises assessment alignment but often restricts teacher preparation to rubric design and scoring procedures. Genuine assessment literacy requires teachers to interpret student responses diagnostically. Teachers need to recognise whether errors reflect misconceptions, partial conceptual understanding, or language barriers. They must be able to identify instructional actions based on assessment evidence.

Without these capabilities, assessment becomes classification rather than guidance for learning. Competency-based assessment then feels like additional workload rather than an instructional resource.

Designing Teacher Training Through Learning Science

Effective competency-based training must model how learning develops. Training should begin with analysis of authentic student responses. This helps teachers connect competency language to real evidence of student thinking. Training should also make cognition visible by helping teachers understand why students struggle with specific concepts and how these struggles reveal learning pathways.

Teachers must learn to design tasks that support transfer across contexts rather than replicate activity formats. Errors should be reframed as diagnostic evidence rather than performance failure. Assessment should function as an instructional input guiding feedback, grouping, and sequencing of learning experiences.

Reimagining Professional Learning Structures

Training aligned with cognitive science must begin by diagnosing teachers’ existing beliefs about learning. These beliefs determine how new information is interpreted. Professional development must create cognitive dissonance by presenting evidence that challenges current assumptions. Analysing contrasting student responses often generates this effect by demonstrating that correct answers do not necessarily represent deep understanding.

Professional learning should be grounded in authentic classroom contexts. Instead of isolated workshops, teachers should participate in iterative inquiry cycles where they implement small instructional changes, analyse student work, and refine their approaches. Sustained collaboration through professional learning communities strengthens expertise and prevents teachers from reverting to familiar practices.

Systemic Barriers That Training Alone Cannot Solve

Even well-designed training must operate within systemic realities. When high-stakes examinations reward recall while policy emphasises competencies, teachers receive conflicting signals. Evaluation systems that prioritise syllabus completion restrict time for deep conceptual exploration. Large class sizes limit individualised feedback opportunities. Cascaded training models often dilute conceptual clarity and reduce professional development into procedural compliance.

Recognising these barriers is essential for designing realistic professional learning models.

What Effective Competency Implementation Requires

Successful competency-based reform requires an interconnected professional learning ecosystem. This includes training that challenges teacher beliefs through evidence of student thinking, structured classroom inquiry cycles, collaborative teacher learning communities, coaching that provides non-evaluative feedback, alignment between assessment systems and competency goals, and leadership preparation that supports professional experimentation.

Such an ecosystem is complex but consistently associated with sustainable improvement in teaching and student learning outcomes.

A Practical Starting Point for Schools

Schools can begin competency-focused professional learning without waiting for system-wide reform. Instead of scheduling conventional training sessions, schools can organise collaborative student work analysis meetings. Teachers examine evidence of student understanding around a specific competency and identify one instructional improvement to trial. Subsequent meetings review new student work to evaluate impact and refine teaching strategies. This approach mirrors authentic learning cycles based on evidence, reflection, and adaptation.

Five Starting Points for School Leaders

  • School leaders can strengthen competency-based implementation by auditing professional development structures to measure emphasis on student thinking rather than content delivery.
  • Establishing structured student work analysis protocols allows teachers to collaboratively interpret learning evidence.
  • Peer observation cycles focused on instructional decision-making encourage reflective practice.
  • Curating high-quality research resources supports teacher study groups.
  • Measuring teacher development through improvement in student reasoning and conceptual depth rather than certification creates meaningful accountability.

The Way Forward

Competency-based education aims to develop deep understanding, transfer, and application of knowledge. Achieving this vision requires treating teacher learning as a complex cognitive process rather than procedural training. The challenge lies not in introducing new frameworks but in transforming how teachers themselves learn.

Learning science applies equally to students and teachers. Competency-based reform will succeed only when teacher professional development reflects the same cognitive principles we expect teachers to apply in classrooms.

Glossary

Competency-Based Learning (CBL): An educational approach that emphasises application of knowledge, skills, and understanding in meaningful contexts rather than recall of information.

Cognitive Load: The amount of mental effort required to process information during learning.

Transfer: The ability to apply knowledge or skills learned in one context to new and unfamiliar situations.

Assessment Literacy: The ability to design, interpret, and use assessment evidence to guide teaching and learning.

Professional Learning Community (PLC): A structured collaborative group of teachers who analyse student work, reflect on instruction, and improve teaching practice together.

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From Learning Data to Classroom Instruction https://ei.study/from-learning-data-to-classroom-instruction-4/ Tue, 10 Feb 2026 07:12:06 +0000 https://ei.study/?p=20552 Explore how data-driven insights can transform teaching by addressing misconceptions and fostering deeper understanding.

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Learning
Pulse

Edition 14 | February 2026

From Learning Data to Classroom Instruction

Explore how data-driven insights can transform teaching by addressing misconceptions and fostering deeper understanding.
No. of students who attempted this question- 23,468

Source: Ei ASSET Class 5
Correct Answer: C
Skill Tested: Hypothesis formulation or prediction of outcome

What is the Question Testing?

This question assesses students’ conceptual understanding of sound as vibration and how sound energy travels through a medium to produce visible movement. It checks whether students can apply their understanding of sound beyond hearing, recognising that sound waves create vibrations that can cause objects to move.

The task also examines students’ ability to connect an experimental setup with scientific reasoning. Students must interpret the situation and predict which external action can transfer energy to the plastic sheet without physical contact. This involves linking theoretical knowledge about sound with practical observation and inference.

Distractor Explanation :

  • Option A: Shining a torch light on the plastic sheet
    Error Type: Confusion between light energy and mechanical vibration
    Reasoning: Students may assume that any form of energy or external stimulus can cause movement. This indicates an incomplete understanding that light transfers energy differently and does not typically produce the vibrations required to move rice grains.
  • Option B: Keeping a lighted candle near the plastic sheet
    Error Type: Misconception about heat and movement
    Reasoning: Students may believe that heat or flame produces sufficient force to move the grains. This suggests limited clarity about how heat energy differs from sound vibrations and about the conditions required for observable movement.
  • Option D: Switching off the fan that is blowing air on the plastic sheet
    Error Type: Difficulty visualising cause and effect in the experiment
    Reasoning: Students choosing this option may recognise that air movement affects objects but fail to understand that stopping airflow would reduce, rather than create, movement. This reflects challenges in reasoning about experimental conditions and predicting outcomes.

What Will Happen if Children Do Not Develop This Concept Adequately?

  • Weak Conceptual Understanding of Sound: Students may associate sound only with hearing rather than recognising it as vibration and energy transfer.

  • Limited Scientific Observation Skills: They may struggle to interpret demonstrations where sound produces physical effects, such as vibration in musical instruments or resonance experiments.

  • Challenges in Advanced Topics: Misunderstanding vibration and wave behaviour can affect learning in later topics such as sound transmission, properties of waves, and even earthquake or electromagnetic wave concepts.

  • Difficulty Linking Theory with Experiments: Students may memorise definitions of sound but fail to apply them to real-world or laboratory situations.

How Should I Remediate This in My Class?

Concrete Demonstrations

  • Conduct simple experiments such as placing rice grains or small paper pieces on a drum or stretched balloon and producing sound near it.

  • Encourage students to observe and describe what changes when sound intensity or distance varies.

Link Sound with Everyday Experiences

  • Use examples such as feeling vibrations when touching a speaker, musical instrument strings, or mobile phones on vibration mode.

  • Ask students to identify situations where sound causes movement in daily life.

Explicit Teaching of Energy Transfer

  • Reinforce that sound travels through vibrations in a medium and transfers energy that can move objects.

  • Use diagrams or slow-motion videos to illustrate how sound waves create movement.

Predict–Observe–Explain Strategy

  • Before performing demonstrations, ask students to predict outcomes.

  • After observation, discuss differences between predictions and results to build conceptual clarity.

Analyse Distractors as Learning Opportunities

  • Present incorrect options and ask students to explain why they would or would not work.

  • Encourage scientific reasoning rather than simple answer selection.

Strengthening students’ understanding of sound as vibration helps them connect scientific theory with observable phenomena and supports deeper learning in physics and everyday scientific reasoning.

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Bookmarked https://ei.study/bookmarked-copy/ Tue, 10 Feb 2026 07:21:43 +0000 https://ei.study/?p=20563 Discover thought-provoking book recommendations tailored for educators. Each pick includes a concise synopsis and actionable takeaways to inspire and enrich teaching practices.

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Learning
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Edition 14 | February 2026

Bookmarked

Discover thought-provoking book recommendations tailored for educators. Each pick includes a concise synopsis and actionable takeaways to inspire and enrich teaching practices.

Overview:

In Proust and the Squid, cognitive neuroscientist Maryanne Wolf explores how the human brain learns to read and how this process reshapes thinking, language, and culture. Drawing from neuroscience, linguistics, psychology, and education, Wolf explains that reading is not an innate human ability. Unlike spoken language, the brain must build specialised neural circuits to make reading possible.

Wolf traces the evolution of reading from early writing systems to modern literacy and examines how the reading brain develops in children. She highlights how skilled reading requires the integration of multiple processes including visual recognition, language comprehension, attention, and memory. The book also explains how disruptions in this development, such as dyslexia, arise and what they reveal about how reading works.

At its core, the book positions reading as one of the most powerful cognitive achievements of humanity, showing how it not only enables information access but also builds empathy, reflection, and deep thinking.

Why Teachers Will Find This Useful:

Understanding how reading actually develops The book explains the layered process through which children move from recognising symbols to achieving fluent comprehension. It helps teachers understand why reading difficulties often emerge and why fluency is not simply about speed but about building interconnected language and thinking systems.

Recognising early warning signs of reading difficulty
Wolf provides insights into how dyslexia and other reading challenges occur when specific neural pathways develop differently. This helps teachers appreciate that reading struggles are often neurological rather than motivational or effort-related.

Strengthening reading instruction through science
The book highlights the importance of systematic phonological awareness, vocabulary development, comprehension strategies, and exposure to rich language environments. It emphasises that effective reading instruction must address multiple cognitive components simultaneously.

Why We Recommend It:

This book bridges research and classroom reality with exceptional clarity. Wolf translates complex neuroscience into meaningful educational insights without oversimplifying the science. The narrative is both intellectually rigorous and deeply humane, reminding educators that reading instruction shapes not only academic success but also identity and emotional development.

At a time when digital reading habits are changing how children engage with text, Proust and the Squid encourages teachers to reflect on the importance of slow, reflective reading. It invites educators to see reading not merely as a curriculum skill but as a foundation for critical thinking, imagination, and empathy.

The book reassures teachers that reading proficiency can be nurtured with deliberate and structured instruction while also challenging assumptions that reading develops naturally without guidance.

Interesting and Actionable Takeaways:

  • Reading is a learned neurological achievement that requires deliberate teaching and sustained practice.

  • Fluency emerges when decoding becomes automatic, freeing cognitive resources for comprehension and interpretation.

  • Phonological awareness plays a crucial role in early reading development and must be systematically nurtured.

  • Deep reading strengthens reflection, inference, and empathy, supporting learning across subjects.

  • Children with reading difficulties often require structured, multi-sensory, and explicit instruction rather than increased repetition alone.

Zoom-in Excerpts:

“We were never born to read. Human beings invented reading only a few thousand years ago, and we rearranged the very organisation of our brain to make it possible.”

— Maryanne Wolf, Proust and the Squid

Explanation:

This insight captures the central argument of the book: reading is not biologically pre-programmed but culturally and cognitively constructed. Because the brain must build new neural pathways to support reading, children require carefully designed instruction and meaningful reading experiences to develop proficiency.

For teachers, this reinforces the importance of patience, structured literacy practices, and early intervention. When educators recognise that reading is a complex developmental process rather than a natural milestone, they are better equipped to support diverse learners. By nurturing decoding skills alongside comprehension, vocabulary, and reflection, teachers help students develop not only literacy but also the capacity to think deeply, learn independently, and connect meaningfully with the world around them.

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Edu – Praxis https://ei.study/edu-praxis-copy-2/ Tue, 10 Feb 2026 07:30:33 +0000 https://ei.study/?p=20569 The articles in this section let you dive into fascinating educational research and uncover its practical applications in the classroom.

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Learning
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Edition 14 | February 2026

Edu- Praxis

The articles in this section let you dive into fascinating educational research and uncover its practical applications in the classroom.

The Importance of Failing

The Study

A research study analysing early-career grant applications found that scientists who narrowly missed funding were more likely to produce high-impact research later in their careers compared to those who narrowly secured funding, suggesting that early setbacks can strengthen long-term success for those who persist.

Paper:Early-career setback and future career impact’

Wang, Dashun; Benjamin F. Jones; and colleagues (2019)
Published in: Nature Communications

What the Study Investigated

Researchers analysed thousands of early-career scientists who applied for competitive research grants.

They compared two groups:

  • Scientists who just missed receiving a grant (near-miss group)

  • Scientists who just secured funding (near-win group)

Key Findings from the Study

  • Some near-miss scientists left research careers early.

  • However, those who remained:

    • Produced higher-impact research papers

    • Were more likely to publish highly cited (‘hit’) papers

    • Showed stronger long-term research influence

This is the direct evidence behind the claim that early setbacks may strengthen long-term achievement for those who persist.

The study does not claim failure automatically leads to success.

It shows:

  • Many near-miss individuals leave the field

  • But among those who stay, performance tends to be stronger

The researchers of this paper opened with the brilliant quote by Nobel Prize winner Robert Lefkowitz who said, Science is 99% failure, and that’s an optimistic view. So, as well as being somewhat inevitable, is failure also essential?

To test this, researchers from universities in China and America tracked early career scientists applying for national grants. They compared those who had failed to win a grant by a small margin, labelled as ‘near-misses’, with those who had just obtained the required threshold, labelled as ‘near wins’.

The Main Findings

  1. Some early career scientists who experienced a ‘near-miss’ were highly demotivated and this led them to stop applying for research grants again.

  2. Those who experienced a ‘near-miss’ early in their career had a similar number of research papers published over the next ten years as those who experienced a ‘near win’ at the beginning of their career.

  3. When looking at who had published a ‘hit’ paper in the subsequent five years, defined as being in the top 5% of cited papers, the ‘near-miss’ scientists were over 20% more likely to have published a ‘hit’ paper compared to the ‘near winners’.

  4. The researchers also found that the ‘near-misses’ were more likely to have had their work cited by other scientists and there was more potential to have their work translated into other languages. The researchers suggest these results show that the idea that ‘what doesn’t kill you makes you stronger’ may hold true.

Related Research

The finding that early failures may help developing scientists is significant. Research has indicated that when students hear about scientists who have failed at some stage in their career, they feel more connected to them. This has led to higher achievement in science examinations, particularly among students who had previously been struggling. One explanation is that recognising failure as part of success may help develop a growth mindset, which supports resilience, self-esteem and enjoyment in learning.

Research on the effect of success and failure has produced mixed findings. Some studies have shown a Matthew Effect, where early success can fuel future success through increased recognition, confidence, motivation and access to resources. Other studies highlight the benefits of failure, including learning from mistakes, increased motivation, development of resilience and greater empathy.

Classroom Implications

Normalise struggle as part of mastery

Discuss examples from real-world learning journeys where improvement occurred through revision and effort. This helps students see difficulty as expected rather than discouraging.

Shift feedback from correctness to progress
Instead of saying ‘This is wrong’, focus on:

  • What the student understood correctly

  • Where thinking needs adjustment

  • What strategy can be tried next

Use mistakes as teaching opportunities
Analyse common incorrect responses during class discussions. Encourage students to explain reasoning behind errors to strengthen conceptual clarity.

Encourage reflection after assessments
Provide structured opportunities for students to review feedback and identify improvements. Reflection strengthens metacognition and helps students take ownership of learning.

Balance challenge with support
Research shows that productive struggle occurs when tasks are demanding but achievable with guidance. Excessive difficulty without scaffolding can reduce confidence and engagement.

Try this in your class

Learning Reflection Sheet: Turning Mistakes into Progress

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