मूल्यांकनाच्या नव्या दिशा : स्वतःच्या शिकण्याचे विद्यार्थ्यांकडून मूल्यांकन (Metacognition / Assessment as Learning)

 मूल्यांकनाच्या नव्या दिशा : स्वतःच्या शिकण्याचे विद्यार्थ्यांकडून मूल्यांकन (Metacognition / Assessment as Learning)

प्रस्तावना:

“शिकण्याचा आरसा म्हणजे स्वतःकडून स्वतःचेच केलेले मूल्यांकन”

विद्यार्थी जेव्हा आरशात आपला चेहरा पाहतो, तेव्हा त्याला स्वतःचे स्वरूप समजते; त्याचप्रमाणे शिक्षणात विद्यार्थी जेव्हा स्वतःचे मूल्यमापन करतो, तेव्हा त्याला आपली ताकद, कमकुवतपणा आणि प्रगतीची दिशा स्पष्ट होते. हेच Assessment as Learning किंवा स्व-मूल्यांकन आहे.

आजच्या राष्ट्रीय शिक्षण धोरण 2020 मध्ये मूल्यांकनाच्या नव्या दिशा स्पष्ट केल्या आहेत. आता गुणपत्रिकेपलीकडे जाऊन विद्यार्थ्यांच्या चिंतनक्षमतेचा, विश्लेषणशक्तीचा आणि आत्मपरीक्षणाचा विकास घडवणे आवश्यक झाले आहे. ११वी व १२वी या टप्प्यावर विद्यार्थी केवळ परीक्षेत यशस्वी होण्यासाठी नव्हे, तर स्वतःचे उद्दिष्ट निश्चित करण्यासाठीही तयार होत असतात. त्यामुळे या स्तरावर Metacognition म्हणजेच स्वतःच्या शिकण्याबाबत जागरूकता ही अत्यंत महत्त्वाची ठरते.

मूल्यांकनाच्या या नव्या दृष्टिकोनातून विद्यार्थ्यांना “काय शिकले?”, “काय नीट जमले नाही?”, “पुढच्या वेळी वेगळे काय करावे?” अशा प्रश्नांची उत्तरे मिळतात. यामुळे त्यांच्यात आत्मविश्वास वाढतो, जबाबदारीची जाणीव निर्माण होते आणि खऱ्या अर्थाने शिक्षणात स्वायत्तता विकसित होते.

मुख्य भाग

१. स्व-मूल्यांकनाचे महत्त्व:

स्व-मूल्यांकन हा केवळ गुणांची नोंद ठेवण्याचा प्रकार नाही; तर तो विद्यार्थ्यांच्या बौद्धिक, भावनिक आणि सामाजिक विकासाशी निगडित आहे. विद्यार्थी जेव्हा स्वतःच्या कामगिरीकडे चिकित्सक दृष्टीकोनातून पाहतो, तेव्हा त्याच्या शिकण्यात गुणवत्ता वाढते.

उदा.: कॅनडामधील काही शाळांमध्ये Self-Assessment Rubric वापरल्यावर विद्यार्थ्यांच्या कामगिरीत २०% सुधारणा झाली, कारण त्यांनी स्वतःच्या शिकण्यातील त्रुटी लगेच ओळखल्या (OECD, 2021).

२. राष्ट्रीय शिक्षण धोरण (NEP 2020) आणि राष्ट्रीय अभ्यासक्रम आराखडा (NCF 2023) यांचा संदर्भ:

NEP 2020 मध्ये “Assessment for, of and as Learning” या तत्त्वांचा स्पष्ट उल्लेख आहे. यामध्ये "Assessment as Learning" म्हणजे विद्यार्थ्याने स्वतःच्या शिकण्याचा आढावा घेणे ही संकल्पना अग्रस्थानी आणली आहे. तसेच NCF 2023 मध्येही विद्यार्थ्यांना Reflective Journals व Portfolio-based Assessment करण्याचे महत्त्व अधोरेखित केले आहे.

अहवालानुसार, २०३० पर्यंत भारतातील कामकाजाच्या बाजारपेठेत ‘self-driven learners’ ची सर्वाधिक मागणी असेल. त्यामुळे शिक्षणपद्धतीत आत्मपरीक्षणाला स्थान देणे ही गरजच आहे.

३. माध्यमिक स्तरासाठी उपयुक्तता:

११वी व १२वी या स्तरावर विद्यार्थी भविष्यातील उच्च शिक्षण व करिअरसाठी तयार होत असतात. अशा वेळी स्व-मूल्यांकनाची साधने (उदा. Learning Diaries, Peer Feedback Sheets, Self-Assessment Checklists) त्यांच्या अभ्यासाचे नियोजन ठरवण्यात मोठी भूमिका बजावतात.

उदा., मी माझ्या इयत्ता १२वी शास्त्र शाखेतील भूगोल विषयाच्या वर्गात विद्यार्थ्यांना “Climate Change: Local Solutions” या विषयावर “गटचर्चा व स्वमूल्यांकन” करून घेण्यास सांगितले. बहुतेक विद्यार्थ्यांनी आपल्या अभ्यासाबरोबरच स्थानिक पातळीवरील उदाहरणे (सोलापूर जिल्ह्यातील पाणीटंचाई, पावसाचे अनिश्चित स्वरूप) यांचा संदर्भ दिला. स्वमूल्यांकनातून विद्यार्थ्यांनी स्वतःच्या कल्पनांची ताकद व मर्यादा ओळखली.

४. वर्गातील अनुभव व चिंतन:

शिक्षकाच्या दृष्टिकोनातून पाहिले तर, विद्यार्थ्यांना Reflection Sheets (परावर्तन पत्रके) भरायला दिल्यास ते आपल्या अभ्यास प्रक्रियेचा तटस्थ आढावा घेऊ शकतात. अनेकदा विद्यार्थी स्वतःच सांगतात की, “मला हा मुद्दा नीट समजला नाही, पुढच्या वेळी जास्त सराव करेन.” हेच शिकण्याचे खरे उद्दिष्ट आहे.

महाराष्ट्र राज्य परीक्षा परिषदेमार्फत २०२३ मध्ये घेतलेल्या सर्वेक्षणात ६०% शिक्षकांनी मान्य केले की ‘Reflective Practice’ अंगीकारल्याने विद्यार्थ्यांच्या “आत्मविश्वासात व सहभागात” सकारात्मक बदल झाला.

५. स्व-मूल्यांकनाचे फायदे:

आत्मचिंतन व आत्मविश्वासाची वाढ

शैक्षणिक जबाबदारी स्वीकारणे

शिकण्याच्या प्रक्रियेत स्वायत्तता

नियोजनबद्ध अभ्यासाची सवय

उदा.: CBSE च्या एका पायलट प्रकल्पात ११वीतील विद्यार्थ्यांना ६ महिन्यांसाठी ‘self-tracking sheet’ देण्यात आली. परिणामस्वरूप, वार्षिक निकालात गणित विषयात १५% जास्त यशाचे प्रमाण नोंदले गेले.

६. आव्हाने व उपाय:

अर्थातच स्व-मूल्यांकन ही पद्धत लागू करताना काही आव्हाने उभी राहतात. सर्व विद्यार्थी सुरुवातीला प्रामाणिकपणे आत्मपरीक्षण करत नाहीत. काहींना ते जाचक वाटते. तसेच शिक्षकांनाही वेळ व साधनसामग्रीची मर्यादा भासते.

ग्रामीण भागातील विद्यार्थ्यांकडे अद्यापही पुरेशा डिजिटल सुविधा उपलब्ध नाहीत. परंतु ‘DigiShaala’ उपक्रमांतर्गत २०२४ पर्यंत ७०% माध्यमिक शाळांमध्ये ई-पोर्टफोलिओसाठी टॅबलेट्स व इंटरनेट सुविधा उपलब्ध करून देण्याची प्रक्रिया सुरू आहे.

७. केस स्टडीज:

फिनलंड: येथे विद्यार्थ्यांना दर आठवड्याला स्वतःच्या शिकण्याचे रेकॉर्ड ठेवण्याची पद्धत आहे. “Self-Assessment Diaries” मुळे विद्यार्थ्यांची समस्या सोडवण्याची क्षमता व सहकार्यशीलता वाढली (FNAE, 2019).

दिल्ली सरकारचा ‘Happiness Curriculum’: या अभ्यासक्रमात दररोज ४५ मिनिटे चिंतनात्मक उपक्रम घेतले जातात. २०२१ च्या अहवालानुसार, ७५% विद्यार्थ्यांनी आपली आत्मजाणीव वाढल्याचे सांगितले.

आंतरराष्ट्रीय परिप्रेक्ष्य: OECD च्या Learning Compass 2030 अहवालात असे नमूद केले आहे की, “Self-assessment is the foundation of lifelong learning and active citizenship.”

निष्कर्ष:

अशाप्रकारे “स्व-मूल्यांकन” हा केवळ एक मूल्यांकनाचा प्रकार नसून विद्यार्थ्यांच्या व्यक्तिमत्त्व विकासाचा पाया आहे. "शिकण्याचा आरसा म्हणजे स्वतःकडून स्वतःचेच केलेले मूल्यांकन" हे घोषवाक्य निबंधाचा आत्मा आहे. आजच्या स्पर्धात्मक युगात विद्यार्थी जर स्वतःचे आत्मपरीक्षण करून शिकण्याची दिशा ठरवत असतील, तर ते उद्याचे जबाबदार नागरिक व सक्षम व्यावसायिक बनतील. राष्ट्रीय शिक्षण धोरणाने दिलेला हा दृष्टिकोन प्रत्यक्ष वर्गात राबविला, तर शिक्षण प्रक्रियेला खऱ्या अर्थाने दिशा मिळेल.

संदर्भ ग्रंथ सूची (MLA Style):

CBSE. Assessment Framework for Portfolio-Based Learning in Senior Secondary Classes. Central Board of Secondary Education, 2020.

Delhi Government. Happiness Curriculum: Implementation Report. Directorate of Education, Govt. of NCT of Delhi, 2021.

Finnish National Agency for Education. Self-Assessment Practices in Finnish Schools. Helsinki: FNAE, 2019.

Government of Maharashtra. DigiShaala Pilot Project Report 2024. School Education and Sports Department, Pune: GoM, 2024.

Maharashtra State Examination Council. Reflective Practice Survey of Secondary Teachers. Pune: MSEC, 2023.

Ministry of Education. National Education Policy 2020. New Delhi: Govt. of India, 2020.

National Council of Educational Research and Training. National Curriculum Framework 2023. New Delhi: NCERT, 2023.

OECD. Learning Compass 2030: Student Agency and Self-Assessment. Paris: OECD Publishing, 2021.

OECD. The Future of Ed

ucation and Skills 2030. Paris: OECD Publishing, 2019.

- राजेंद्र भानुदास निकत, 

नु. म.वि. कनिष्ठ महाविद्यालय, पुणे २

(मूल्यांकनाच्या नव्या दिशा राज्यस्तरीय निबंध स्पर्धा 2025 मधील मराठी माध्यमातील उत्तेजनार्थ निवडलेला निबंध)

Rubric-Based Assessment: An Experience from the “Profit and Loss” Unit

 Rubric-Based Assessment: An Experience from the “Profit and Loss” Unit

Introduction

Education is not merely the transmission of textbook knowledge; it is a journey that shapes learners’ personalities, thinking patterns, and life skills. In the 21st century, education must go beyond memorization and rote learning. It should promote critical thinking, problem-solving, creativity, and collaboration. Students should not only learn formulas and rules but also understand how concepts are applied in real-life situations.

While teaching the topic of Profit and Loss in mathematics, I observed that many students were overly focused on arriving at the correct answer. They viewed mathematics as a mechanical subject, aiming only to complete sums without understanding the "why" behind the process. As a teacher, I felt the need to change this mindset. Inspired by the National Education Policy 2020 (NEP 2020), which emphasizes competency-based education and holistic assessment, I decided to experiment with rubric-based assessment as a method of evaluating student learning.

Linking with NEP 2020

NEP 2020 clearly emphasizes that assessment must be competency-driven and an integral part of the learning process. It should not be limited to awarding marks or grades; rather, it should help students reflect on their strengths and areas for improvement. The policy promotes formative assessment, peer learning, and experiential learning, enabling students to connect classroom knowledge with everyday life.

This philosophy resonated strongly with my teaching goals. I wanted students to view Profit and Loss not merely as numerical exercises but as concepts embedded in daily experiences—from buying vegetables in the market to calculating discounts while shopping.

Group-Based Activities and Experiential Learning

To make learning more engaging, I divided the class into groups and assigned them realistic buying-and-selling tasks. Each group worked within a different context:

Group 1 – Vegetables: Simulated buying and selling vegetables using given cost prices and selling prices.

Group 2 – Toys: Calculated profit or loss in toy sales, including scenarios involving discounts.

Group 3 – Stationery: Worked with pens, pencils, and notebooks, exploring both profit and loss situations.

Initially, some students were anxious. They asked, “Ma’am, what if we get it wrong?” I reassured them that mistakes are a natural part of learning and that the goal was understanding the process—not achieving perfection. Gradually, students began to open up.

For example:

One group bought pencils for ₹10 and sold them for ₹12. Instead of merely stating that they made a profit of ₹2, they explained the calculation step by step.

Another group sold toys priced at ₹100 with a 10% discount and demonstrated how the reduced selling price still resulted in a profit.

The stationery group presented both profit and loss situations, reflecting real-life business experiences.

The classroom atmosphere shifted from silence and fear to excitement and curiosity. Students discussed, debated, and even disagreed constructively. They began asking deeper questions such as, “Can we apply the discount first and then calculate profit?” and “What happens if the selling price equals the cost price?” These questions reflected genuine conceptual understanding and critical thinking.

Rubric-Based Assessment Framework

To capture this learning process effectively, I designed a rubric with five key criteria:

Conceptual Understanding – Did students understand profit and loss beyond formulas? Could they explain the reasoning?

Accuracy of Calculations – Were the numerical calculations correct and logical?

Logical Process – Did students show step-by-step reasoning rather than jumping directly to the final answer?

Teamwork – Did group members collaborate effectively and ensure equal participation?

Presentation Skills – Were students able to communicate their ideas clearly and confidently?

Each criterion was described across four levels: Excellent, Good, Satisfactory, and Needs Improvement. The rubric was shared with students before the activity so they were aware of expectations.

Importantly, I clarified that the rubric was not merely a grading tool but a means for reflection and growth. Students were encouraged to use it for self-assessment and peer feedback.

Student Reflections and Peer Feedback

After the group presentations, students eagerly reflected on their performance using the rubric. Instead of receiving direct judgments, they assessed themselves and their peers.

Some groups realized that although their teamwork was strong, their calculations needed greater accuracy. Others recognized that while their presentations were creative, their logical steps required clarity. One student remarked, “Earlier, I was afraid of word problems. Now I know how to break them down step by step.” Another shared, “My friend explained percentages so simply—I understood it much better.”

This reflective practice encouraged peer learning and reduced unhealthy competition based solely on marks. Students began valuing the learning process as much as the final outcome.

Teacher’s Role and Observations

My role shifted from that of an examiner to a facilitator of learning. I observed group discussions, guided students when needed, and ensured that every learner participated. The rubric provided a structured lens to observe individual growth.

For instance, a student who typically performed poorly in written tests demonstrated strong leadership and communication skills during the presentation. Another shy student contributed significantly by verifying calculations within her group. Such abilities, often invisible in traditional examinations, were clearly captured through rubric-based assessment.

There were challenges as well. Some students initially resisted the approach because they were accustomed to mark-centric evaluation. Designing a rubric that was simple, objective, and aligned with learning goals also required thoughtful planning. However, once students understood its purpose, they embraced the method enthusiastically.

Outcomes and Impact

Over time, several positive outcomes became evident:

Curiosity over fear: Students approached mathematics with interest rather than anxiety.

Process over product: Emphasis shifted from “What is the answer?” to “How did I arrive at it?”

Collaboration: Group work encouraged peer learning and reduced hesitation in asking questions.

Confidence: Even academically weaker students felt valued when their teamwork or creativity was acknowledged.

Real-life connection: Students connected profit and loss concepts with real-world shopping, discounts, and decision-making.

The transformation was remarkable. Students who once dreaded mathematics began saying, “I enjoy learning this way,” and “This actually makes sense in real life.”

Alignment with NEP 2020

This classroom experience demonstrated how rubric-based assessment aligns closely with the vision of NEP 2020, which emphasizes:

Competency-based learning – mastery of skills rather than rote memorization

Holistic development – nurturing communication, teamwork, and creativity alongside academics

Formative assessment – continuous feedback for improvement

Experiential learning – connecting classroom concepts with real-life experiences

My classroom experiment addressed all these dimensions. Students became active participants in their learning rather than passive recipients of marks.

Conclusion

Rubric-based assessment proved to be far more than an evaluation tool. It transformed my classroom into a space of reflection, collaboration, and joyful learning. The Profit and Loss unit—often treated as routine arithmetic—became a meaningful experience that developed not only mathematical understanding but also essential life skills such as decision-making, logical reasoning, and teamwork.

Students learned to view mistakes as learning opportunities, support one another, and relate mathematics to everyday life. They grew in confidence, competence, and creativity. For me, this experience reaffirmed that assessment is not the end of learning but a powerful means to nurture growth.

By adopting rubric-based assessment, educators can truly realize the purpose of education envisioned by NEP 2020—making learning meaningful, enjoyable, and holistic.

- Pallavi Abhimanyu Karad 

Nehrunagar Municipal Upper Primary School, Mumbai Suburban 

(मूल्यांकनाच्या नव्या दिशा राज्यस्तरीय निबंध स्पर्धा 2025 मधील इंग्रजी माध्यमातून तृतीय क्रमांक प्राप्त निबंध)

AI-Based Assessment

 AI-Based Assessment

Introduction: The Changing Mirror of Assessment

As an educator with over two decades of experience, the word assessment has long conjured a familiar set of images: the red pen, stacks of answer sheets, questions rooted in rote memorization, and the inevitable bell curve that sorted students into rigid brackets. Confined by the prevailing curriculum and prescribed textbooks, our primary function was to verify knowledge and understanding.

But did we truly and objectively measure a student’s ability to apply that knowledge—or to create something new from it? The honest answer is no. We had limited tools.

Then came the National Education Policy 2020 (NEP 2020), along with the new National and State Curriculum Frameworks (NCF/SCF). Together, they shattered this traditional mirror of assessment. They demanded a seismic shift: from rote memorization to competency-based learning, and from summative examinations to Continuous and Holistic Evaluation (CHE). The focus moved decisively from what to learn to learning how to learn.

This shift presented a profound professional dilemma.

Consider my experience while teaching the Class 6 English lesson “The Mouse Merchant.” My traditional approach was simple and predictable. Students would read the text, memorize vocabulary, and answer questions such as:

“What did the merchant give Somdatta?” or “What did Somdatta do with the dead mouse?”

I would grade their recall, record the marks, and consider my job done.

NEP 2020, however, compelled me to confront far more demanding questions:

“You tested their memory—but did you assess their entrepreneurship?

Did you evaluate their problem-solving skills?

Did you observe their resilience and resourcefulness?”

Frankly, I had no practical way to do this. In a class of forty to fifty students, how could one objectively and continuously assess such 21st-century competencies?

Under my old assessment model, a student who perfectly recalled Somdatta’s actions was labeled “intelligent.” Yet another student—let us call him Ravi—who was genuinely creative, resourceful, and a natural problem-solver, often performed poorly simply because his recall skills were weak. My assessment was measuring content, not competency.

It was at this precise moment of pedagogical transition—this crisis of practice—that Artificial Intelligence (AI) entered my classroom. Not as a replacement for the teacher, but as a Teacher’s Assistant.

This essay is a reflective account of that journey—how one simple lesson, The Mouse Merchant, became the foundation for transforming my assessment practices from a traditional model to an AI-enabled, competency-based approach.

NEP 2020–Aligned Techniques and Tools

NEP 2020 clearly emphasizes that assessment must be Assessment for Learning, not merely Assessment of Learning. My goal shifted from identifying student errors to empowering students to identify and correct their own.

Viewed through this lens, The Mouse Merchant is not just a story—it is a project report for a start-up. It is a blueprint for building an enterprise from nothing. To assess such learning meaningfully, I implemented the following AI-based techniques.

Technique 1: AI-Based Simulation — “The Modern-Day Mouse Merchant”

Objective (Competency):

Critical Thinking, Decision-Making, Financial Literacy

NEP 2020 Alignment:

Experiential Learning and Problem-Solving

My Experience and Process:

Earlier, when I asked, “What would you do in Somdatta’s place?”, students merely repeated textbook-approved answers.

Using a simple, free AI platform, I created a “Choose Your Own Adventure” simulation.

Game Title: The Modern Merchant

Scenario (Opening Screen):

“You are Somdatta. You have ₹10 (today’s equivalent of the ‘dead mouse’). What will you do?”

Choices:

(a) Buy chocolates

(b) Buy two pens for ₹10 and try to sell them for ₹15

(c) Save the money

AI’s Role:

The AI dynamically generated the next scenario based on the student’s choice.

If a student selected option (b), the AI responded:

“Congratulations! You sold one pen but lost the other. You now have ₹7.50. What is your next move?”

Assessment Transformation:

This was not a test—it was a game. Yet the backend analytics were revelatory. I discovered that nearly 60% of students spent their first profit on chocolates.

The central concept of reinvestment—the very essence of The Mouse Merchant—had not been internalized. This critical learning gap would never have surfaced in a traditional written test.

For me, this tool proved immensely practical and powerful.

Technique 2: AI-Based Reading Fluency and Pronunciation Tutor

Objective (Competency):

Reading Fluency, Listening Skills, Pronunciation

NEP 2020 Alignment:

Personalized Feedback and Self-Assessment

My Experience and Process:

Earlier, I would ask one student to read aloud while the remaining thirty-nine disengaged. Shy students, fearing correction, rarely volunteered.

I introduced an AI-powered reading tool. Using headphones, students read a passage from The Mouse Merchant. The AI provided instant feedback on pronunciation, reading speed (Words Per Minute), and specific stumbling points.

Assessment Transformation:

The change was remarkable. A shy student—let us call him Rohan—practiced the same passage five times. Why? Because he was being evaluated by the AI, not by “Madam.”

The feedback was private, immediate, and non-judgmental. As a teacher, I now had a comprehensive speaking report for every student. My role shifted from listening repeatedly to analyzing patterns and addressing specific pronunciation issues.

Technique 3: AI-Assisted Creative Writing and Peer Assessment

Objective (Competency):

Creativity, Collaboration, Constructive Feedback

NEP 2020 Alignment:

Peer Assessment and 360-Degree Evaluation

My Experience and Process:

I gave students a writing prompt:

“What if Somdatta had failed?”

AI as a Thinking Partner:

Students used AI tools such as ChatGPT or Gemini to generate story ideas or outlines—using AI to think, not to copy.

AI for Grammar Feedback:

First drafts were refined using AI-based grammar tools.

AI-Facilitated Peer Review:

I anonymized the stories and uploaded them to a shared platform. Using AI, I generated a fair rubric (e.g., Originality, Character Development, Conclusion—5 points each). Students then reviewed and graded one another’s work.

Assessment Transformation:

Earlier, I would be exhausted correcting grammar across forty essays, leaving little energy to comment on creativity. Now, AI handled the mechanical corrections. Self- and peer-assessment addressed much of the evaluation.

My role evolved from corrector to moderator—and finally to data analyst. The AI aggregated peer-review data and revealed that 70% of the class struggled with writing effective conclusions. Instantly, I had my next teaching focus.

Assessment had truly become Assessment for Learning.

Conclusion: A Mirror of Professional Transformation

Teaching The Mouse Merchant has become a mirror of my own professional journey.

I was not replaced by AI—I was liberated. Liberated from the mechanical burden of grading and free to engage in the deeply human work of mentoring and teaching.

Earlier: I corrected answer sheets.

Now: I analyze learning gaps.

In the story, the merchant gives Somdatta a dead mouse—a simple tool. More importantly, he gives him vision.

For me, NEP 2020 is that vision. AI is the tool.

Like the merchant, the teacher’s role has evolved. We are no longer merchants of information; we are mentors capable of identifying the Somdatta in every child. NEP 2020 provides the why and the what. AI offers the how—objective, personalized, and effective.

Together, they empower every learner to become a Modern Merchant, capable of building an empire from nothing.

- Ashwini Deepak Adkar

New English School, Vadgaon Maval, Pune

(मूल्यांकनाच्या नव्या दिशा राज्यस्तरीय निबंध स्पर्धा 2025 मधील इंग्रजी माध्यमातून द्वितीय क्रमांक प्राप्त निबंध)