Assessing Sociodemographic Factors Associated with Household Hardships during the COVID-19 Pandemic in Manhica, Mozambique using Data Collected between April 2021 and February 2022
Nhacolo, A. Q.; Muir, J. A.; Madewell, Z. J.; Kheiri, F.; Sacoor, C. N.; Jamisse, E. L.; Xerinda, E. G.; Matsena, T.; Hunguana, A. M.; Bassat, Q.; Whitney, C. G.; Mandomando, I. M.; Cunningham, S. A.
Show abstract
BackgroundCOVID-19 resulted in vast disruption to life in the 21st century. To quell the disease spread, national governments implemented several containment measures like state of emergency, curfews, and lockdowns that likely created hardships for households. To improve knowledge of the negative consequences of these lockdowns, we examine the extent to which the pandemic period was associated with hardships at the household level and assess factors associated with household vulnerability to these hardships. MethodsWe conducted a cross-sectional survey between April 2021 and February 2022 among households residing in the district of Manhica through a survey questionnaire fielded in the Health and Demographic Surveillance System (HDSS) operating in Manhica, Mozambique. Logistic regression was used to analyze associations between the head of household and household characteristics with specific household hardships (business closure, food price increase, household member detained, input inflation, job loss). ResultsHouseholds headed by individuals with lower education and employed in non-agricultural occupations as well as households that were larger in size or poorer in asset ownership compared to other households were generally at greater risk of experiencing a larger variety of hardships. Conversely, households that owned "distance demolishing technologies" such as motorcycles were less likely to experience these hardships, presumably as they were able to transcend local conditions. ConclusionsThese results identify at-risk groups according to a social determinants of vulnerability framework and will help inform future policies and practices that aim to mitigate the negative consequences of COVID-19 as well as future disease outbreaks.
Matching journals
The top 3 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Determinants of self-reported health status during COVID-19 lockdown among surveyed Ecuadorian population: a cross sectional study 95%
- Perceptions and compliance with COVID-19 preventive measures in Southern and Central regions of Mozambique: a quantitative in-person household survey in the districts of Manhiça and Quelimane 95%
- Multidimensional vulnerability and financial risk protection in health in contexts of protracted conflict: Evidence from the Occupied Palestinian Territory 95%
Similar papers in this journal
- Household Hardships during the COVID-19 Pandemic: Examining Household Vulnerability and Responses to Pandemic Related Shocks in Eastern Ethiopia 99%
- Home Food Procurement Impacts Food Security and Diet Quality during COVID-19 95%
- Maternal Factors Promoting Normal Linear Growth of Children from Impoverished Rwandan Households 94%
Similar papers in this journal
- Changes in household food security, access to health services, and income in northern Lao PDR during the COVID-19 pandemic 96%
- Seasonality and predictors of childhood stunting and wasting in drought-prone areas in Ethiopia: A cohort study 95%
- The intersectional role of paternal gender-equitable attitudes and maternal empowerment on child undernutrition in India 95%
Similar papers in this journal
- Assessing the impact of Covid-19 on Nurturing Care in Nairobi Slums: Findings from 5 rounds of cross-sectional telephone surveys 96%
- Prevalence and risk factors for severe food insecurity and poor food consumption during a drought emergency in Ethiopia 96%
- Knowledge of COVID-19 Symptoms, Transmission, and Prevention: Evidence from Health and Demographic Surveillance in Southern Mozambique 95%
Similar papers in this journal
- Analyzing concordance between MUAC, MUACZ, and WHZ in diagnosing acute malnutrition among children under 5 in Somalia 94%
- Availability and readiness of healthcare facilities and their effects on under-five mortality in Bangladesh: Analysis of linked data 94%
- Levels and determinants of child wasting relapse: a prospective cohort study from Somalia 93%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.