Evidence map›Paper›PMID 36989836›Full record

ArticleSocial science & medicine (1982)2023

Relative deprivation, inequality and the Covid-19 pandemic.

Debajyoti Chakrabarty, Bhanu Bhatia, Maneka Jayasinghe, David Low

Abstract read
In one paragraph

Article in Social science & medicine (1982), 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
–field-weighted citation impact
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

4 citing papers in PubMed.

  1. Article
  2. Review
  3. Article
  4. 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

4 authors.

Debajyoti ChakrabartyAsia Pacific College of Business and Law, Charles Darwin University, 21 Kitchener Dr. Waterfront, Darwin City, Northern Territory, 0800, Australia. Electronic address: debajyoti.chakrabarty@cdu.edu.au.
Bhanu BhatiaAsia Pacific College of Business and Law, Charles Darwin University, 21 Kitchener Dr. Waterfront, Darwin City, Northern Territory, 0800, Australia. Electronic address: bhanu.bhatia@cdu.edu.au.
Maneka JayasingheAsia Pacific College of Business and Law, Charles Darwin University, 21 Kitchener Dr. Waterfront, Darwin City, Northern Territory, 0800, Australia. Electronic address: maneka.jayasinghe@cdu.edu.au.
David LowAsia Pacific College of Business and Law, Charles Darwin University, 21 Kitchener Dr. Waterfront, Darwin City, Northern Territory, 0800, Australia. Electronic address: david.low@cdu.edu.au.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

There is a growing concern that inequalities are hindering health outcomes. This paper's primary objective is to investigate the role of relative deprivation and inequality in explaining the daily spread of the Covid-19 pandemic. For this purpose, we use secondary cross-sectional data across 119 (developed and developing) countries from January 2020 - to April 2021. For the empirical analysis, we use a recent dynamic panel data modelling approach that allows us to identify the role of time-invariant variables such as degree of globalisation, political freedom and income inequality on the dynamics of the pandemic and fatality rates across countries. We find that new cases per million and fatality rates are highly persistent processes. After controlling for time-varying mobility statistics from the Google mobility database and region-specific dummy variables, the two significant factors that explain the severity of Covid-19 spread in a country are per-capita Gross Domestic Product (GDP) and Yitzhaki's relative income deprivation index. Lagged value of new cases per million significantly explains cross-country variations in the daily case fatality rates. A higher proportion of the older population and pollution increased fatality rates while better medical infrastructure reduced it.

Indexed as

COVID-19Cross-Sectional StudiesHumansIncomePandemicsSocioeconomic FactorsCOVID-19Cross-countryInequalityPanel dataRelative deprivation

Identifiers

PMID36989836
PMCPMC10027304

What OpenQuestion holds

Textmetadata
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Registered trials

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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.