Geospatial variations in socioeconomic conditions and health outcomes in COVID-19 era: insights from South Africa (2020-2022).

Journal: GeoJournal

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Affiliated Institutions:  Biostatistics and Databases Program ,Kirby Institute, University of New South Wales, Level , Wallace Wurth Building, Kensington, NSW Australia. Emergency Department, Royal Prince Alfred Hospital, Sydney, Australia. The Aurum Institute, Johannesburg, South Africa. Biostatistics Unit, South African Medical Research Council, Durban, Kwazulu-Natal South Africa. Numolux Group, Pretoria, South Africa.

Abstract summary 

South Africa also has the highest burden of coronavirus disease 2019 (COVID-19) related comorbidities in Africa. We aimed to quantify the temporal and geospatial changes in unemployment, food insecurity, and their combined impact on depressive symptoms among South Africans who participated into several rounds of national surveys. We estimated the population-attributable risk percent () for the combinations of the risk factors after accounting for their correlation structure in multifactorial setting. Our study provided compelling evidence for immediate and severe effect of the pandemic where 60% of South Africans reported household food insecurity or household hunger, shortly after the pandemic emerged in 2020. Despite the grants provided by the government, these factors were also identified as the most influential risk factors (adjusted odds ratios (aORs) ranged from 2.06 to 3.10,  < 0.001) for depressive symptoms and collectively associated with 62% and 53% of the mental health symptoms in men and women, respectively. Similar pattern was observed among pregnant women and 41% of the depressive symptoms were exclusively associated with those who reported household hunger. However, aORs associated with the concerns around pandemic and vaccine were mostly not significant and ranged from 1.12 to 1.26 which resulted substantially lower impacts on depressive symptoms (PAR%:7%-and-14%). Our findings suggest that South Africa still has unacceptably high rates of hunger which is accelerated during the pandemic. These results may have significant clinical and epidemiological implications and may also bring partial explanation for the low vaccine coverage in the country, as priorities and concerns are skewed towards economic concerns and food insecurity.

Authors & Co-authors:  Wand Handan H Vujovich-Dunn Cassandra C Derrick Kate K Moodley Jayajothi J Reddy Tarylee T Naidoo Sarita S

Study Outcome 

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Citations :  Ali AA, Usman AM, Badebo FB, Tilahun SH. Exploring the patterns of multisectoral approach in fighting COVID-19 Pandemic in SNNPR Ethiopia: A qualitative case study approach. PLoS ONE. 2022;17(2):e0263667. doi: 10.1371/journal.pone.0263667.
Authors :  6
Identifiers
Doi : 10.1007/s10708-023-10851-4
SSN : 1572-9893
Study Population
Men,Women
Mesh Terms
Other Terms
COVID-19;Depressive symptoms;Food insecurity;Geoadditive models;South Africa
Study Design
Study Approach
Country of Study
South Africa
Publication Country
Germany