Evidence map›Paper›PMID 34002217›Full record

ArticleHealth promotion international2021

The first 100 days: how has COVID-19 affected poor and vulnerable groups in India?

Mira Johri, Sumeet Agarwal, Aman Khullar, Dinesh Chandra, Vijay Sai Pratap, Aaditeshwar Seth, Gram Vaani Team

Open access · bronzeAbstract read
In one paragraph

Article in Health promotion international, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed
1.4field-weighted citation impact, top 20% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

8 citing papers in PubMed, 15 citations in OpenAlex.

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  4. Review
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  8. Experiences with the Introduction of AI-based Tools for Moderation Automation of Voice-based Participatory Media Forum.India HCI 2021 : proceedings of the 12th Indian Conference on Human-Computer Interaction : 19th-21st November, 2021. Indian Conference on Human Computer Interaction (12th : 2021 : Online) · 2021
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors at 3 institutions in 2 countries.

Mira JohriCentre de recherche du CHUM (CRCHUM), Montréal, Québec H2X 0A9, Canada.ORCID 0000-0001-5642-787X
Sumeet AgarwalDepartment of Electrical Engineering, Indian Institute of Technology Delhi, Block II, IIT Delhi Main Rd, IIT Campus, Hauz Khas, New Delhi 110016, India.
Aman KhullarGram Vaani Community Media (Onion Dev Technologies Pvt. Ltd.), Plot No. 2, First Floor, 100 Feet Road Ghitorni, MG Road, New Delhi 110030 India.
Dinesh ChandraRaah Health and Social Development Foundation, Kh.No 54/1, Street No-6, Block- A, Parasram Enclave, Burari, New Delhi 110084, India.
Vijay Sai PratapGram Vaani Community Media (Onion Dev Technologies Pvt. Ltd.), Plot No. 2, First Floor, 100 Feet Road Ghitorni, MG Road, New Delhi 110030 India.
Aaditeshwar SethSchool of Information Technology, Indian Institute of Technology, Delhi Hauz Khas, New Delhi 110 016, India.
Gram Vaani Team
Centre Hospitalier de l’Université de Montréal · CAIndian Institute of Technology Delhi · INIndraprastha Institute of Information Technology Delhi · IN

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

In India, strict public health measures to suppress COVID-19 transmission and reduce burden have been rapidly adopted. Pandemic containment and confinement measures impact societies and economies; their costs and benefits must be assessed holistically. This study provides an evolving portrait of the health, economic and social consequences of the COVID-19 pandemic on vulnerable populations in India. Our analysis focuses on 100 days early in the pandemic from 13 March to 20 June 2020. We developed a conceptual framework based on the human right to health and the UN Sustainable Development Goals (SDGs). We analysed people's experiences recorded and shared via mobile phone on the voice platforms operated by the Gram Vaani COVID-19 response network, a service for rural and low-income populations now being deployed to support India's COVID-19 response. Quantitative and visual methods were used to summarize key features of the data and explore relationships between factors. In its first 100 days, the platform logged over 1.15 million phone calls, of which 793 350 (69%) were outbound calls related largely to health promotion in the context of COVID-19. Analysis of 6636 audio recordings by network users revealed struggles to secure the basic necessities of survival, including food (48%), cash (17%), transportation (10%) and employment or livelihoods (8%). Themes were mapped to shortfalls in 10 SDGs and their associated targets. Pre-existing development deficits and weak social safety nets are driving vulnerability during the COVID-19 crisis. For an effective pandemic response and recovery, these must be addressed through inclusive policy design and institutional reforms.

Indexed as

COVID-19PandemicsHumansIndiaSARS-CoV-2Sustainable DevelopmentCOVID-19mHealthright to healthsocial determinants of healthsocial justice

Identifiers

PMID34002217
PMCPMC8194803
OpenAlexW3162226706

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.