4 extractive question-and-answer pairs built from A Conceptual Framework for Integrating Innovative Formative Assessment Strategies Aligned with NEP 2020 Goals | JOURNAL OF INDIAN EDUCATION, published by ejournals.ncert.gov.in. Source-evidenced topics include innovative formative assessment strategies, nep 2020, competency-based assessment, experiential learning theories, performance-based assessment, self-assessment, digital assessment tools, parakh. Every answer is a verbatim span of text the source prints, and each row carries the passage it sits in, its offset in that passage, the source quote, the page and the location in the document, so any row can be checked against the original. Question types in the export: 2 summary, 1 list, 1 relationship. 4 of the 4 pairs (100.0%) ask explanatory questions; the remaining 0 are factual or table-based questions. 100.00% of rows pass the corpus quality gate.
This dataset contains four extractive question-and-answer pairs from a study on formative assessment strategies aligned with the National Education Policy (NEP) 2020, published in the Journal of Indian Education. The questions focus on the role of PARAKH, criticisms of traditional assessment practices, NEP 2020's goals for assessment, and the framework's incorporation of global best practices. The answers are verbatim excerpts from the source document, which emphasizes competency-based, technology-enabled, and student-centered evaluation models to foster holistic development and adaptability.
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# One-time install: pip install desidata
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import desidata
df = desidata.load("ejournals-ncert-gov-in-c5919caeeae609930b85f7bf071ce185")
df.head()First 4 of 4 rows
| question | answer | context | answer_start | question_type | knowledge_quality_score | source_document | source_quote | source_page | source_location | confidence | validation_status |
|---|---|---|---|---|---|---|---|---|---|---|---|
| What role does PARAKH play in India’s assessment ecosystem? | standardising and transforming India’s assessment ecosystem by ensuring equitable and competency-driven evaluation practices | Drawing on constructivist and experiential learning theories, the paper integrates theoretical perspectives with assessment practices, advocating formative approaches such as performance-based assessment, peer and self-assessment, and digital assessment tools to enhance learners’ critical thinking and adaptability. The study proposes a conceptual framework synthesising existing literature on innovative formative assessment strategies in language and science education. it examines the role of PARAKH in standardising and transforming India’s assessment ecosystem by ensuring equitable and competency-driven evaluation practices. By incorporating global best practices and technology-enhanced assessment models, this framework underscores a transition towards holistic, adaptive learning environments that prepare learners for the demands of the twenty-first-century workforce. | 507 | relationship | 0.970 | https://ejournals.ncert.gov.in/index.php/jie/article/view/5620 | it examines the role of PARAKH in standardising and transforming India’s assessment ecosystem by ensuring equitable and competency-driven evaluation practices. | p[0] | 0.700 | valid | |
| What criticism has been directed at traditional assessment practices? | their emphasis on rote memorisation, high-stakes examinations, and limited formative feedback | Published 2026-07-15 Traditional assessment practices have long been criticised for their emphasis on rote memorisation, high-stakes examinations, and limited formative feedback, thereby constraining students’ holistic development. The National Education Policy (NEP) 2020 envisions a paradigm shift towards competency-based assessment that promotes higher-order thinking, conceptual understanding, and real-world application. This study delineates key criteria for innovative formative assessment, emphasising student-centred, technology-enabled, and competency-based evaluation models. | 84 | summary | 0.970 | https://ejournals.ncert.gov.in/index.php/jie/article/view/5620 | Published 2026-07-15 Traditional assessment practices have long been criticised for their emphasis on rote memorisation, high-stakes examinations, and limited formative feedback, thereby constraining students’ holistic development. | p[0] | 0.700 | valid | |
| What does the National Education Policy 2020 aim to shift towards in assessment? | competency-based assessment that promotes higher-order thinking, conceptual understanding, and real-world application | Published 2026-07-15 Traditional assessment practices have long been criticised for their emphasis on rote memorisation, high-stakes examinations, and limited formative feedback, thereby constraining students’ holistic development. The National Education Policy (NEP) 2020 envisions a paradigm shift towards competency-based assessment that promotes higher-order thinking, conceptual understanding, and real-world application. This study delineates key criteria for innovative formative assessment, emphasising student-centred, technology-enabled, and competency-based evaluation models. | 308 | summary | 0.970 | https://ejournals.ncert.gov.in/index.php/jie/article/view/5620 | The National Education Policy (NEP) 2020 envisions a paradigm shift towards competency-based assessment that promotes higher-order thinking, conceptual understanding, and real-world application. | p[0] | 0.700 | valid | |
| What does the framework incorporate to transition towards adaptive learning environments? | global best practices and technology-enhanced assessment models | Drawing on constructivist and experiential learning theories, the paper integrates theoretical perspectives with assessment practices, advocating formative approaches such as performance-based assessment, peer and self-assessment, and digital assessment tools to enhance learners’ critical thinking and adaptability. The study proposes a conceptual framework synthesising existing literature on innovative formative assessment strategies in language and science education. it examines the role of PARAKH in standardising and transforming India’s assessment ecosystem by ensuring equitable and competency-driven evaluation practices. By incorporating global best practices and technology-enhanced assessment models, this framework underscores a transition towards holistic, adaptive learning environments that prepare learners for the demands of the twenty-first-century workforce. | 650 | list | 0.820 | https://ejournals.ncert.gov.in/index.php/jie/article/view/5620 | By incorporating global best practices and technology-enhanced assessment models, this framework underscores a transition towards holistic, adaptive learning environments that prepare learners for the demands of the twenty-first-century workforce. |
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| p[0] |
| 0.700 |
| valid |