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      Understanding the impact of COVID-19 on the informal sector workers in Bangladesh

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          Abstract

          The COVID-19 pandemic put dents on every sector of the affected countries, and the informal sector was no exception. This study is based on the quantitative analyses of the primary data of 1,867 informal workers of Bangladesh to shed light on the impact of the pandemic-induced economic crisis on this working class. The survey was conducted between 8 July and 13 August 2020 across the eight administrative divisions of the country. Analysis points out that about ninety percent of these workers faced an income and food expenditure drop during the lockdown. The effect was higher in males, particularly among the urban-centric and educated males engaged in services and sales. The findings suggest that policy support is needed for the informal workers to face such a crisis.

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          COVID-19 implications on household income and food security in Kenya and Uganda: Findings from a rapid assessment

          Highlights • We assessed COVID-19 implications on household income and food security using data from a rapid online survey of 442 respondents in Kenya and Uganda. • More than two-thirds of respondents experienced income shocks, and worsened food security and dietary quality as a result of COVID-19 pandemic. • Food security outcomes were worse among the income poor households and those dependent on labour income. • Labour-dependent households employed food-based coping strategies compared to salaried workers who relied on savings. • Membership in savings/loan groups was more likely than membership in national social security to mitigate respondents’ income shocks.
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            Gender inequality during the COVID-19 pandemic: Income, expenditure, savings, and job loss

            The COVID-19 outbreak has brought unprecedented disruptions to the global economies and has led to income loss and high unemployment rates. But scant, if any, evidence exists on gender gaps in economic outcomes such as income, expenditure, savings, and job loss in a multi-country setting. We investigate the impacts of COVID-19 on gender inequality in these outcomes using data from a six-country survey that covers countries in different geographical locations and at various income levels. Our findings suggest that women are 24 percent more likely to permanently lose their job than men because of the outbreak. Women also expect their labor income to fall by 50 percent more than men do. Perhaps because of these concerns, women tend to reduce their current consumption and increase savings. Factors such as the different participation rates in work industries for men and women may take an important part in explaining these gender gaps. Our estimates also point to country heterogeneity in these gender differences that is likely due to varying infection rates and shares of women in the labor force.
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              Strategic assessment of COVID-19 pandemic in Bangladesh: comparative lockdown scenario analysis, public perception, and management for sustainability

              Abstract Community transmission of COVID-19 is happening in Bangladesh—the country which did not have a noteworthy health policy and legislative structures to combat a pandemic like COVID-19. Early strategic planning and groundwork for evolving and established challenges are crucial to assemble resources and react in an appropriate timely manner. This article, therefore, focuses on the public perception of comparative lockdown scenario analysis and how they may affect the sustainable development goals (SDGs) and the strategic management regime of COVID-19 pandemic in Bangladesh socio-economically as well as the implications of the withdrawal of partial lockdown plan. Scenario-based public perceptions were collected via a purposive sampling survey method through a questionnaire. Datasets were analysed through a set of statistical techniques including classical test theory, principal component analysis, hierarchical cluster analysis, Pearson’s correlation matrix and linear regression analysis. There were good associations among the lockdown scenarios and response strategies to be formulated. Scenario 1 describes how the death and infection rate will increase if the Bangladesh Government withdraws the existing partial lockdown. Scenario 2 outlines that limited people’s movement will enable low-level community transmission of COVID-19 with the infection and death rate will increase slowly (r = 0.540, p < 0.01). Moreover, there will be less supply of necessities of daily use with a price hike (r = 0.680, p < 0.01). In scenario 3, full lockdown will reduce community transmission and death from COVID-19 (r = 0.545, p < 0.01). However, along with the other problems gender discrimination and gender-based violence will increase rapidly (r = 0.661, p < 0.01). Due to full lockdown, the formal and informal business, economy, and education sector will be hampered severely (R = 0.695). Subsequently, there was a strong association between the loss of livelihood and the unemployment rate which will increase due to business shutdown (p < 0.01). This will lead to the severe sufferings of poor and vulnerable communities in both urban and rural areas (p < 0.01). All these will further aggravate the humanitarian needs of the most vulnerable groups in the country in the coming months to be followed which will undoubtedly affect the Bangladesh targets to achieve the SDGs of 2030 and other development plans that need to be adjusted. From our analysis, it was apparent that maintaining partial lockdown with business and economic activities with social distancing and public health guidelines is the best strategy to maintain. However, as the government withdrew the partial lockdown, inclusive and transparent risk communication towards the public should be followed. Recovery and strengthening of the health sector, economy, industry, agriculture, and food security should be focused on under the “new normal standard of life” following health guidelines and social distancing. Proper response plans and strategic management are necessary for the sustainability of the nation. Graphic abstract Electronic supplementary material The online version of this article (10.1007/s10668-020-00867-y) contains supplementary material, which is available to authorized users.
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                Author and article information

                Contributors
                Role: Formal analysisRole: MethodologyRole: Writing – original draft
                Role: Data curationRole: Software
                Role: Methodology
                Role: Writing – original draft
                Role: Data curation
                Role: Data curation
                Role: Writing – original draft
                Role: ConceptualizationRole: Formal analysisRole: Writing – review & editing
                Role: Supervision
                Role: SupervisionRole: Writing – review & editing
                Role: Editor
                Journal
                PLoS One
                PLoS One
                plos
                PLoS ONE
                Public Library of Science (San Francisco, CA USA )
                1932-6203
                31 March 2022
                2022
                31 March 2022
                : 17
                : 3
                : e0266014
                Affiliations
                [1 ] Advocacy for Social Change, BRAC Centre, Mohakhali, Dhaka, Bangladesh
                [2 ] Institute of Statistical Research and Training (ISRT), University of Dhaka, Dhaka, Bangladesh
                Universiti Malaya, MALAYSIA
                Author notes

                Competing Interests: The authors have declared that no competing interests exist.

                Author information
                https://orcid.org/0000-0002-8788-2506
                https://orcid.org/0000-0002-0451-3976
                Article
                PONE-D-21-20503
                10.1371/journal.pone.0266014
                8970377
                35358241
                dbb6e462-8ee5-42a5-9172-1cb77a3301bc
                © 2022 Swarna et al

                This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.

                History
                : 23 June 2021
                : 14 March 2022
                Page count
                Figures: 6, Tables: 8, Pages: 20
                Funding
                The author(s) received no specific funding for this work.
                Categories
                Research Article
                Medicine and Health Sciences
                Epidemiology
                Pandemics
                Medicine and Health Sciences
                Medical Conditions
                Infectious Diseases
                Viral Diseases
                Covid 19
                Social Sciences
                Sociology
                Social Systems
                People and Places
                Population Groupings
                Professions
                People and Places
                Geographical Locations
                Asia
                Bangladesh
                Social Sciences
                Economics
                Labor Economics
                Employment
                Earth Sciences
                Geography
                Human Geography
                Urban Geography
                Urban Areas
                Social Sciences
                Human Geography
                Urban Geography
                Urban Areas
                Earth Sciences
                Geography
                Geographic Areas
                Urban Areas
                Social Sciences
                Economics
                Labor Economics
                Employment
                Jobs
                Custom metadata
                All relevant data are within the paper and its Supporting Information files.
                COVID-19

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