65 extractive question-and-answer pairs built from TEMPLATE State Action Plan for Antimicrobial Resistance Containment, published by ncdc.mohfw.gov.in. The source is a 24-page publication. Source-evidenced topics include sapcar, antimicrobial resistance, nap-amr, one health approach, governance mechanisms, multi-sectoral collaboration, technical working group, antimicrobial stewardship. 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: 24 list, 17 summary, 11 factual, 10 relationship, 3 definition. 54 of the 65 pairs (83.1%) ask explanatory questions; the remaining 11 are factual or table-based questions. 100.00% of rows pass the corpus quality gate.
This dataset contains 65 question-and-answer pairs derived from the TEMPLATE State Action Plan for Antimicrobial Resistance Containment (SAPCAR), a publication by ncdc.mohfw.gov.in. The dataset focuses on topics such as antimicrobial resistance, governance mechanisms, multi-sectoral collaboration, and the One Health approach. Each answer is a verbatim excerpt from the source document, ensuring traceability to the original material. The dataset highlights strategic priorities, interventions, and responsibilities for AMR containment across human, animal, food, and environmental sectors.
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import desidata
df = desidata.load("ncdc-mohfw-gov-in-300a46dc56aab3f01ad20322801cd1b4")
df.head()First 10 of 65 rows
| question | answer | context | answer_start | question_type | knowledge_quality_score | source_document | source_quote | source_page | source_location | confidence | validation_status |
|---|---|---|---|---|---|---|---|---|---|---|---|
| What types of studies are conducted to assess knowledge and behavior related to antimicrobial resistance across different population groups? | knowledge, attitude and practice (KAP) and behavioural studies | Consolidate existing information and conduct knowledge, attitude and practice (KAP) and behavioural studies across general population, farmers, professionals (healthcare, AYUSH, veterinary, environment) and industry (food processing, pharmaceutical) S (Regional/state ICMR institutes/ research centres; regional/state ICAR institutes/agricultural universities; <State> departments of health and family welfare, agriculture, animal husbandry, dairying & fisheries, environment, State Health Education Bureau) Key output • Baseline/trends in knowledge, attitude, practices and behaviour of different segments of populations on AMR and its use, in general population, farmers, professionals and industry 1.1.2. Document the existing communication, information resources and products on AMR 1.1.2.1. | 45 | definition | 1.000 | https://ncdc.mohfw.gov.in/uploads/pdf/amr13.pdf | Consolidate existing information and conduct knowledge, attitude and practice (KAP) and behavioural studies across general population, farmers, professionals (healthcare, AYUSH, veterinary, environment) and industry (food processing, pharmaceutical) S (Regional/state ICMR institutes/ research centres; regional/state ICAR institutes/agricultural universities; <State> departments of health and family welfare, agriculture, animal husbandry, dairying & fisheries, environment, State Health Education Bureau) Key output • Baseline/trends in knowledge, attitude, practices and behaviour of different | 12 | page=12,block=0 | 0.700 | valid |
| How can the background document on AMR be updated during the State AMR workshop? | information shared by stakeholders could be used to update the background document | Reference all sources/publications/documents 4) Organize a State AMR workshop to generate awareness on AMR containment and information sharing amongst key stakeholders in the state (human health, veterinary sector, food and environment) and information shared by stakeholders could be used to update the background document 5) Finalise the document – AMR and its Containment in <State> – through peer review by a core group of AMR experts in the state | 241 | relationship | 0.970 | https://ncdc.mohfw.gov.in/uploads/pdf/amr13.pdf | Reference all sources/publications/documents 4) Organize a State AMR workshop to generate awareness on AMR containment and information sharing amongst key stakeholders in the state (human health, veterinary sector, food and environment) and information shared by stakeholders could be used to update the background document 5) Finalise the document – AMR and its Containment in <State> – through peer review by a core group of AMR experts in the state | 8 | page=8,block=2 | 0.700 | |
| What is one of the duties of the Multi-sectoral Steering Committee regarding resources for AMR containment? | Ensure availability of adequate infrastructure, logistics and resources for AMR containment in the <State> | Term of reference: • Oversee coordination within the health system and with other sectors to achieve AMR containment in the <State> • Facilitate collaboration between government, private, civil society and donors for AMR- related activities • Ensure information sharing about AMR-related activities in all sectors and facilitate synergy between existing and new AMR initiatives • Review and endorse policy level advice from <State> Technical Working Group on AMR • Ensure availability of adequate infrastructure, logistics and resources for AMR containment in the <State> • Endorse the State Action Plan for Antimicrobial Resistance Containment and oversee its progress and achievement of milestones <State> Technical Working Group for AMR containment The <State> Technical Working Group shall provide strategic operational guidance and support for AMR containment in the state. | 465 | relationship | 0.970 | https://ncdc.mohfw.gov.in/uploads/pdf/amr13.pdf | Term of reference: • Oversee coordination within the health system and with other sectors to achieve AMR containment in the <State> • Facilitate collaboration between government, private, civil society and donors for AMR- related activities • Ensure information sharing about AMR-related activities in all sectors and facilitate synergy between existing and new AMR initiatives • Review and endorse policy level advice from <State> Technical Working Group on AMR • Ensure availability of adequate infrastructure, logistics and resources for AMR containment in the <State> • Endorse the State Action | ||||
| What is one of the responsibilities for coordinating AMR containment within the state? | Oversee coordination within the health system and with other sectors to achieve AMR containment in the <State> | Term of reference: • Oversee coordination within the health system and with other sectors to achieve AMR containment in the <State> • Facilitate collaboration between government, private, civil society and donors for AMR- related activities • Ensure information sharing about AMR-related activities in all sectors and facilitate synergy between existing and new AMR initiatives • Review and endorse policy level advice from <State> Technical Working Group on AMR • Ensure availability of adequate infrastructure, logistics and resources for AMR containment in the <State> • Endorse the State Action Plan for Antimicrobial Resistance Containment and oversee its progress and achievement of milestones <State> Technical Working Group for AMR containment The <State> Technical Working Group shall provide strategic operational guidance and support for AMR containment in the state. | 21 | relationship | 0.970 | https://ncdc.mohfw.gov.in/uploads/pdf/amr13.pdf | Term of reference: • Oversee coordination within the health system and with other sectors to achieve AMR containment in the <State> • Facilitate collaboration between government, private, civil society and donors for AMR- related activities • Ensure information sharing about AMR-related activities in all sectors and facilitate synergy between existing and new AMR initiatives • Review and endorse policy level advice from <State> Technical Working Group on AMR • Ensure availability of adequate infrastructure, logistics and resources for AMR containment in the <State> • Endorse the State Action | ||||
| What is the State Action Plan for Containment of Antimicrobial Resistance designed to align with? | in alignment with the National Action Plan on AMR (NAP-AMR) | 3. State workshop to draft the State Action Plan for Containment of Antimicrobial Resistance (SAPCAR) • Purpose: Strategic action plan to assist the states to streamline AMR containment activities, in alignment with the National Action Plan on AMR (NAP-AMR) • Steps 1) Organize State AMR workshop with the aim to generate awareness and share information on AMR containment. Based on stakeholder mapping, key stakeholders across sectors (human health, veterinary sector, food and environment) may be invited for the workshop. 2) Initial round of technical sessions could be followed by group work. | 198 | relationship | 0.970 | https://ncdc.mohfw.gov.in/uploads/pdf/amr13.pdf | State workshop to draft the State Action Plan for Containment of Antimicrobial Resistance (SAPCAR) • Purpose: Strategic action plan to assist the states to streamline AMR containment activities, in alignment with the National Action Plan on AMR (NAP-AMR) • Steps 1) Organize State AMR workshop with the aim to generate awareness and share information on AMR containment. | 9 | page=9,block=0 | ||
| What is the purpose of banning critically important antibiotics for non-therapeutic use in food animals? | to regulate and optimise use of antimicrobials in animals and food | 4.1.1.1. Strengthen state regulatory authority regarding use and access to antimicrobials and enforce regulations to minimise substandard, spurious, falsely labelled and falsified antimicrobials S-M-L (<State> departments of pharmaceuticals/drugs, health and family welfare) 4.1.2. Ensure intersectoral coordination to regulate and optimise use of antimicrobials in animals and food 4.1.2.1. Restrict/ban non-therapeutic use of critically important antimicrobials for humans as growth promoters and for disease prevention in animals S-M-L (<State> directorate of drugs control) Key output • Strengthened state regulatory authority • Critically important antibiotics banned for non-therapeutic use in food animals Surveillance of antimicrobial use Objective 4. Establish the state surveillance system for antimicrobial use Strategic intervention and activities 4.2.1. | 316 | relationship | 0.970 | https://ncdc.mohfw.gov.in/uploads/pdf/amr13.pdf | Ensure intersectoral coordination to regulate and optimise use of antimicrobials in animals and food 4.1.2.1. | 19 | |||
| What is the role of state departments in monitoring antibiotic consumption in animal health facilities? | <State> departments of agriculture, animal husbandry, fisheries; <State> directorate of drugs control | 4.2.1.2. Monitor state consumption of antibiotics in animal health facilities, food and agriculture S-M (<State> departments of agriculture, animal husbandry, fisheries; <State> directorate of drugs control) 4.2.2. Establish a monitoring system to assess antimicrobial consumption in humans, animals & food sectors 4.2.2.1. Estimate state consumption of antimicrobials through an expert consultation involving all stakeholders M-L (<State> departments of health and family welfare, agriculture, animal husbandry, dairying & fisheries) | 105 | relationship | 0.970 | https://ncdc.mohfw.gov.in/uploads/pdf/amr13.pdf | Monitor state consumption of antibiotics in animal health facilities, food and agriculture S-M (<State> departments of agriculture, animal husbandry, fisheries; <State> directorate of drugs control) 4.2.2. | 19 | page=19,block=24 | 0.700 | valid |
| Who conducts the peer review of the collated information to find AMR champions in the state? | a core group of AMR experts in the state | in the state 2) Tabulate the available information (to include names/contact details of key officials and websites) 3) Peer review of collated information by a core group of AMR experts in the state, to identify AMR champions | 158 | relationship | 0.970 | https://ncdc.mohfw.gov.in/uploads/pdf/amr13.pdf | in the state 2) Tabulate the available information (to include names/contact details of key officials and websites) 3) Peer review of collated information by a core group of AMR experts in the state, to identify AMR champions | 8 | page=8,block=0 | 0.700 | valid |
| Why is collaboration across multiple sectors essential for addressing AMR? | ensuring effective action across sectors | Since AMR is everybody’s business, multi-sectoral collaboration and cooperation will be critical for ensuring effective action across sectors. state level governance mechanisms are important to facilitate planning & implementation of activities, provide ownership and oversight with defined responsibilities, and for sharing the glory of achievements of AMR containment. | 101 | relationship | 0.970 | https://ncdc.mohfw.gov.in/uploads/pdf/amr13.pdf | Since AMR is everybody’s business, multi-sectoral collaboration and cooperation will be critical for ensuring effective action across sectors. | 9 | page=9,block=5 | 0.700 | valid |
| What actions were taken to improve the quality of microbiology laboratories for antimicrobial resistance surveillance? | Strategic plans developed and training workshops held | Key output • Strategic plans developed and training workshops held to strengthen quality in microbiology laboratories for AMR surveillance in humans, animals, food and environment 2.1.2. Designate state AMR reference laboratory in human, animal, food and environment sectors 2.1.2.1. Identify and strengthen state AMR reference laboratory in human health S | 13 | summary | 0.970 | https://ncdc.mohfw.gov.in/uploads/pdf/amr13.pdf | Key output • Strategic plans developed and training workshops held to strengthen quality in microbiology laboratories for AMR surveillance in humans, animals, food and environment 2.1.2. | 14 | page=14,block=14 | 0.700 | valid |
Read straight from the file — download or use the API URL for the full dataset.
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| 0.700 |
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