79 datasets found
  1. Wealthiest countries in Africa 2021

    • statista.com
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    Statista, Wealthiest countries in Africa 2021 [Dataset]. https://www.statista.com/statistics/1182815/wealth-in-africa-by-country/
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    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Dec 2021
    Area covered
    Africa
    Description

    South Africa concentrated the largest amount of private wealth in Africa as of 2021, some 651 billion U.S. dollars. Egypt, Nigeria, Morocco, and Kenya followed, establishing the five wealthier markets in the continent. The wealth value referred to assets, such as cash, properties, and business interests, held by individuals living in each country, with liabilities discounted. Overall, Africa counted in the same year approximately 136,000 high net worth individuals (HNWIs), each with net assets of one million U.S. dollars or more.

     COVID-19 and wealth constraints  

    Africa held 2.1 trillion U.S. dollars of total private wealth in 2021. The amount slightly increased in comparison to the previous year, when the coronavirus (COVID-19) pandemic led to job losses, drops in salaries, and the closure of many local businesses. However, compared to 2011, total private wealth in Africa declined 4.5 percent, constrained by poor performances in Angola, Egypt, and Nigeria. By 2031, however, the private wealth is expected to rise nearly 40 percent in the continent.

     The richest in Africa 

    Besides 125 thousand millionaires, Africa counted 6,700 multimillionaires and 305 centimillionaires as of December 2021. Furthermore, there were 21 billionaires in the African continent, each with a wealth of one billion U.S. dollars and more. The richest person in Africa is the Nigerian Aliko Dangote. The billionaire is the founder and chairman of Dangote Cement, the largest cement producer on the whole continent. He also owns salt and sugar manufacturing companies.

  2. GDP per capita of African countries 2025

    • statista.com
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    Statista, GDP per capita of African countries 2025 [Dataset]. https://www.statista.com/statistics/1121014/gdp-per-capita-of-african-countries/
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    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    2025
    Area covered
    Africa
    Description

    Seychelles had the largest Gross Domestic Product (GDP) per capita in Africa as of 2024. The value amounted to 21,630 U.S. dollars. Mauritius followed with around 12,330 U.S. dollars, whereas Gabon registered 8,840 U.S. dollars. GDP per capita is calculated by dividing a country’s GDP by its population, meaning that some of the largest economies are not ranked within the leading ten. Impact of COVID-19 on North Africa’s GDP When looking at the GDP growth rate in Africa in 2024, Libya had the largest estimated growth in Northern Africa, a value of 7.8 percent compared to the previous year. Niger and Senegal were at the top of the list with rates of 10.4 percent and 8.3 percent, respectively. During the COVID-19 pandemic, the impact on the economy was severe. The growth of the North African real GDP was estimated at minus 1.1 percent in 2020. However, estimations for 2022 looked much brighter, as it was set that the region would see a GDP growth of six percent, compared to four percent in 2021.
    Contribution of Tourism Various countries in Africa are dependent on tourism, contributing to the economy. In 2023, travel and tourism were estimated to contribute 182.6 billion U.S. dollars, a clear increase from 96.5 in 2020 following COVID-19. As of 2024, South Africa, Mauritius, and Egypt led tourism in the continent according to the Travel & Tourism Development Index.

  3. GDP of African countries 2025, by country

    • statista.com
    Updated Apr 15, 2025
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    Statista (2025). GDP of African countries 2025, by country [Dataset]. https://www.statista.com/statistics/1120999/gdp-of-african-countries-by-country/
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    Dataset updated
    Apr 15, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    2025
    Area covered
    Africa
    Description

    As of April 2025, South Africa's GDP was estimated at over 410 billion U.S. dollars, the highest in Africa. Egypt followed, with a GDP worth around 347 billion U.S. dollars, and ranked as the second-highest on the continent. Algeria ranked third, with nearly 269 billion U.S. dollars. These African economies are among some of the fastest-growing economies worldwide. Dependency on oil For some African countries, the oil industry represents an enormous source of income. In Nigeria, oil generates over five percent of the country’s GDP in the third quarter of 2023. However, economies such as the Libyan, Algerian, or Angolan are even much more dependent on the oil sector. In Libya, for instance, oil rents account for over 40 percent of the GDP. Indeed, Libya is one of the economies most dependent on oil worldwide. Similarly, oil represents for some of Africa’s largest economies a substantial source of export value. The giants do not make the ranking Most of Africa’s largest economies do not appear in the leading ten African countries for GDP per capita. The GDP per capita is calculated by dividing a country’s GDP by its population. Therefore, a populated country with a low total GDP will have a low GDP per capita, while a small rich nation has a high GDP per capita. For instance, South Africa has Africa’s highest GDP, but also counts the sixth-largest population, so wealth has to be divided into its big population. The GDP per capita also indicates how a country’s wealth reaches each of its citizens. In Africa, Seychelles has the greatest GDP per capita.

  4. T

    GDP PER CAPITA by Country in AFRICA

    • tradingeconomics.com
    csv, excel, json, xml
    Updated May 27, 2017
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    TRADING ECONOMICS (2017). GDP PER CAPITA by Country in AFRICA [Dataset]. https://tradingeconomics.com/country-list/gdp-per-capita?continent=africa
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    json, csv, xml, excelAvailable download formats
    Dataset updated
    May 27, 2017
    Dataset authored and provided by
    TRADING ECONOMICS
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    2025
    Area covered
    Africa
    Description

    This dataset provides values for GDP PER CAPITA reported in several countries. The data includes current values, previous releases, historical highs and record lows, release frequency, reported unit and currency.

  5. T

    GDP by Country in AFRICA

    • tradingeconomics.com
    csv, excel, json, xml
    Updated May 27, 2017
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    TRADING ECONOMICS (2017). GDP by Country in AFRICA [Dataset]. https://tradingeconomics.com/country-list/gdp?continent=africa
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    xml, json, csv, excelAvailable download formats
    Dataset updated
    May 27, 2017
    Dataset authored and provided by
    TRADING ECONOMICS
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    2025
    Area covered
    Africa
    Description

    This dataset provides values for GDP reported in several countries. The data includes current values, previous releases, historical highs and record lows, release frequency, reported unit and currency.

  6. Richest people in Africa 2023

    • statista.com
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    Statista, Richest people in Africa 2023 [Dataset]. https://www.statista.com/statistics/1223108/richest-people-in-africa-by-net-worth/
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    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Jan 2023
    Area covered
    Africa
    Description

    As of January 2023, Aliko Dangote was the richest man in Africa. He had a net worth of around 13.5 billion U.S. dollars and ranked 128th worldwide. From Nigeria, he is the founder and chairman of the Dangote Group, a large conglomerate operating in several sectors including cement and sugar. The South African Johann Rupert and family followed as the second-richest people in Africa, with a net worth of 10.7 billion U.S. dollars.

    Dangote Group continues to expand

    Founded in 1981, the Dangote Group (Dangote Industries Limited) is among the largest conglomerates in Africa. Its main subsidiary, Dangote Cement Plc, is the main cement manufacturer on the African continent. The business went public in 2010 and is the largest company listed on the Nigerian Stock Exchange. In addition to the cement industry, the Group also manufactures and processes food products, such as sugar, flour, and salt. With Nigeria being the leading African country for oil production, Dangote expanded his business into the oil industry in recent years. For this purpose, the Group built Africa’s biggest oil refinery near Lagos, Nigeria.

    Africa’s wealthiest countries

    Wealth in Africa is concentrated in a few countries and, within those, in a few families. Counting the highest numbers of billionaires, South Africa, Egypt, and Nigeria are the wealthiest nations, having also the largest gross domestic products (GDPs) in Africa. These countries count the highest number of high-net-worth individuals (HNWIs), which amounts to over 39,000 in South Africa. Not surprisingly, Johannesburg and Cape Town have the highest concentration of private wealth in Africa. Moreover, South Africa has the highest wealth per capita after Mauritius.

  7. Levels and changes in the total fertility rates by richest and poorest,...

    • plos.figshare.com
    xls
    Updated May 30, 2023
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    Jocelyn E. Finlay; Iván Mejía-Guevara; Yoko Akachi (2023). Levels and changes in the total fertility rates by richest and poorest, earliest and latest surveys. [Dataset]. http://doi.org/10.1371/journal.pone.0203344.t002
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    xlsAvailable download formats
    Dataset updated
    May 30, 2023
    Dataset provided by
    PLOShttp://plos.org/
    Authors
    Jocelyn E. Finlay; Iván Mejía-Guevara; Yoko Akachi
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    Levels and changes in the total fertility rates by richest and poorest, earliest and latest surveys.

  8. Food security and food self-sufficiency around the world: A typology of...

    • plos.figshare.com
    pdf
    Updated May 30, 2023
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    Agnieszka Baer-Nawrocka; Arkadiusz Sadowski (2023). Food security and food self-sufficiency around the world: A typology of countries [Dataset]. http://doi.org/10.1371/journal.pone.0213448
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    pdfAvailable download formats
    Dataset updated
    May 30, 2023
    Dataset provided by
    PLOShttp://plos.org/
    Authors
    Agnieszka Baer-Nawrocka; Arkadiusz Sadowski
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Area covered
    World
    Description

    The particularities of agriculture, as a sector which ensures food supply, result from many factors, including the multilateral interaction between the environment and human activity. The extent of human intervention in the food production process is usually measured with the amount of capital expenditure. Therefore, the food production potential and the resulting food security depend on both natural and economic factors. This paper identifies the current status of food security in different countries around the world, considering both aspects (physical and economic availability) combined together. The variables published by FAO were used together with a variable estimated based on the author’s own methodology to identify 8 groups of countries characterized by economic development level, net trade in agricultural products, and selected variables related to agriculture and food situation. As shown by this study, the degree to which food security is ensured with domestic supply varies strongly across the globe. Domestic production provides a foundation for food security in wealthy countries, usually located in areas with favorable conditions for agriculture (including North America, Australia, New Zealand, Kazakhstan) and in countries which, though characterized by a relatively small area of arable land per capita, demonstrate high production intensity (mainly European countries). International trade largely contributes to food security in Middle East and North African countries as well as in selected South American countries which are net importers of food products. The most problematic food situation continues to affect Sub-Saharan Africa and Central Asia.

  9. T

    GDP ANNUAL GROWTH RATE by Country in AFRICA

    • tradingeconomics.com
    csv, excel, json, xml
    Updated Nov 14, 2025
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    TRADING ECONOMICS (2025). GDP ANNUAL GROWTH RATE by Country in AFRICA [Dataset]. https://tradingeconomics.com/country-list/gdp-annual-growth-rate?continent=africa
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    xml, json, csv, excelAvailable download formats
    Dataset updated
    Nov 14, 2025
    Dataset authored and provided by
    TRADING ECONOMICS
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    2025
    Area covered
    Africa
    Description

    This dataset provides values for GDP ANNUAL GROWTH RATE reported in several countries. The data includes current values, previous releases, historical highs and record lows, release frequency, reported unit and currency.

  10. African countries with the most millionaires 2023

    • statista.com
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    Statista, African countries with the most millionaires 2023 [Dataset]. https://www.statista.com/statistics/1182842/number-of-high-net-worth-individuals-in-africa-by-country/
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    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Dec 2023
    Area covered
    Africa
    Description

    South Africa was home to the highest number of millionaires in Africa as of 2023. The country had ****** high net worth individuals (HNWIs), corresponding to roughly ********* of the total number of millionaires on the continent. Second, in rank, Egypt counted ****** HNWIs. According to the source, approximately ******* HNWIs lived in Africa, each with *** million U.S. dollars or more net assets, excluding government funds. The wealth value refers to assets such as cash, properties, and business interests held by individuals living in a country with fewer liabilities. The rich in Africa Compared to 2020, the number of African millionaires increased by nearly **** percent. This means that ****** people joined the group of individuals with minimum net assets of *** million U.S. dollars. The number of centi- and multimillionaires has increased as well. In 2022, the Nigerian Aliko Dangote held the title of the wealthiest person in Africa. Founder and chairman of Dangote Cement, the largest cement producer in the whole African continent, the billionaire also owns salt and sugar manufacturing companies. His net worth is estimated at nearly ** billion U.S. dollars. Trillions of U.S. dollars in riches Total private wealth in Africa amounted to *** trillion U.S. dollars in 2021, a slight increase from 2020. That year, the coronavirus (COVID-19) pandemic had led to job losses, drops in salaries, and the closure of many local businesses. Compared to other African countries, South Africa concentrated the largest private wealth. Egypt, Nigeria, Morocco, and Kenya completed the leading wealth markets. The five nations accounted for over ** percent of Africa’s total wealth in 2021.

  11. T

    GDP FROM CONSTRUCTION by Country in AFRICA

    • tradingeconomics.com
    csv, excel, json, xml
    Updated Jun 1, 2017
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    TRADING ECONOMICS (2017). GDP FROM CONSTRUCTION by Country in AFRICA [Dataset]. https://tradingeconomics.com/country-list/gdp-from-construction?continent=africa
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    json, excel, xml, csvAvailable download formats
    Dataset updated
    Jun 1, 2017
    Dataset authored and provided by
    TRADING ECONOMICS
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    2025
    Area covered
    Africa
    Description

    This dataset provides values for GDP FROM CONSTRUCTION reported in several countries. The data includes current values, previous releases, historical highs and record lows, release frequency, reported unit and currency.

  12. f

    Table_1_Assessing Wealth-Related Inequalities in Demand for Family Planning...

    • frontiersin.figshare.com
    docx
    Updated Jun 8, 2023
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    Franciele Hellwig; Carolina V. N. Coll; Cauane Blumenberg; Fernanda Ewerling; Caroline W. Kabiru; Aluisio J. D. Barros (2023). Table_1_Assessing Wealth-Related Inequalities in Demand for Family Planning Satisfied in 43 African Countries.docx [Dataset]. http://doi.org/10.3389/fgwh.2021.674227.s001
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    docxAvailable download formats
    Dataset updated
    Jun 8, 2023
    Dataset provided by
    Frontiers
    Authors
    Franciele Hellwig; Carolina V. N. Coll; Cauane Blumenberg; Fernanda Ewerling; Caroline W. Kabiru; Aluisio J. D. Barros
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Area covered
    Africa
    Description

    Background: Around 80% of the African population lives in urban areas, and a rapid urbanization is observed in almost all countries. Urban poverty has been linked to several sexual and reproductive health risks, including high levels of unintended pregnancies. We aim to investigate wealth inequalities in demand for family planning satisfied with modern methods (mDFPS) among women living in urban areas from African countries.Methods: We used data from 43 national health surveys carried out since 2010 to assess wealth inequalities in mDFPS. mDFPS and the share of modern contraceptive use were stratified by groups of household wealth. We also assessed the ecological relationship between the proportion of urban population living in informal settlements and both mDFPS and inequalities in coverage.Results: mDFPS among urban women ranged from 27% (95% CI: 23–31%) in Chad to 87% (95% CI: 84–89%) in Eswatini. We found significant inequalities in mDFPS with lower coverage among the poorest women in most countries. In North Africa, inequalities in mDFPS were identified only in Sudan, where coverage ranged between 7% (95% CI: 3–15%) among the poorest and 52% (95% CI: 49–56%) among the wealthiest. The largest gap in the Eastern and Southern African was found in Angola; 6% (95% CI: 3–11%) among the poorest and 46% (95% CI: 41–51%) among the wealthiest. In West and Central Africa, large gaps were found for almost all countries, especially in Central African Republic, where mDFPS was 11% (95% CI: 7–18%) among the poorest and 47% (95% CI: 41–53%) among the wealthiest. Inequalities by type of method were also observed for urban poor, with an overall pattern of lower use of long-acting and permanent methods. Our ecological analyses showed that the higher the proportion of the population living in informal settlements, the lower the mDFPS and the higher the inequalities.Conclusion: Our results rise the need for more focus on the urban-poorer women by public policies and programs. Future interventions developed by national governments and international organizations should consider the interconnection between urbanization, poverty, and reproductive health.

  13. Wealth growth in African countries 2011-2021

    • statista.com
    Updated Jul 9, 2025
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    Statista (2025). Wealth growth in African countries 2011-2021 [Dataset]. https://www.statista.com/statistics/1182856/wealth-growth-in-african-countries/
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    Dataset updated
    Jul 9, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Dec 2021
    Area covered
    Africa
    Description

    Total private wealth in Africa decreased by ***** percent from 2011 to 2021. Within individual markets, Mauritius registered the strongest performance, as wealth grew by ** percent in the country over the last decade. On the other hand, Nigeria, Angola, and Egypt had the poorest performances, with private wealth shrinking by over ** percent in the period. The wealth value referred to assets such as cash, properties, and business interests held by individuals living in each country, less liabilities. Government funds were excluded. According to the source, private wealth in Africa is forecast to climb by nearly ** percent by 2031.

  14. T

    GOLD RESERVES by Country in AFRICA

    • tradingeconomics.com
    csv, excel, json, xml
    Updated May 26, 2017
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    TRADING ECONOMICS (2017). GOLD RESERVES by Country in AFRICA [Dataset]. https://tradingeconomics.com/country-list/gold-reserves?continent=africa
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    json, xml, excel, csvAvailable download formats
    Dataset updated
    May 26, 2017
    Dataset authored and provided by
    TRADING ECONOMICS
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    2025
    Area covered
    AFRICA
    Description

    This dataset provides values for GOLD RESERVES reported in several countries. The data includes current values, previous releases, historical highs and record lows, release frequency, reported unit and currency.

  15. Wealthiest cities in Africa 2021

    • statista.com
    Updated Jul 15, 2016
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    Statista (2016). Wealthiest cities in Africa 2021 [Dataset]. https://www.statista.com/statistics/1182866/major-cities-in-africa-by-total-private-wealth/
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    Dataset updated
    Jul 15, 2016
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Dec 2021
    Area covered
    Africa
    Description

    Johannesburg was the wealthiest city in Africa as of 2021. South Africa's biggest city held *** billion U.S. dollars in private wealth, while Cape Town followed with *** billion U.S. dollars. The country led the ranking of wealthiest nations in Africa. The wealth value referred to assets such as cash, properties, and business interests held by individuals living in each country, less liabilities. Moreover, government funds were excluded.

  16. T

    Equatorial Guinea GDP per capita

    • tradingeconomics.com
    • fr.tradingeconomics.com
    • +13more
    csv, excel, json, xml
    Updated Dec 15, 2024
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    TRADING ECONOMICS (2024). Equatorial Guinea GDP per capita [Dataset]. https://tradingeconomics.com/equatorial-guinea/gdp-per-capita
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    csv, excel, xml, jsonAvailable download formats
    Dataset updated
    Dec 15, 2024
    Dataset authored and provided by
    TRADING ECONOMICS
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Dec 31, 1980 - Dec 31, 2024
    Area covered
    Equatorial Guinea
    Description

    The Gross Domestic Product per capita in Equatorial Guinea was last recorded at 5041.94 US dollars in 2024. The GDP per Capita in Equatorial Guinea is equivalent to 40 percent of the world's average. This dataset provides the latest reported value for - Equatorial Guinea GDP per capita - plus previous releases, historical high and low, short-term forecast and long-term prediction, economic calendar, survey consensus and news.

  17. Data_Sheet_1_The impact of oil industry-related social exclusion on...

    • frontiersin.figshare.com
    • datasetcatalog.nlm.nih.gov
    pdf
    Updated Jun 2, 2023
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    Augusta C. Nkem; Stephanie M. Topp; Sue Devine; Wendy Wen Li; Daprim Samuel Ogaji (2023). Data_Sheet_1_The impact of oil industry-related social exclusion on community wellbeing and health in African countries.pdf [Dataset]. http://doi.org/10.3389/fpubh.2022.858512.s001
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    pdfAvailable download formats
    Dataset updated
    Jun 2, 2023
    Dataset provided by
    Frontiers Mediahttp://www.frontiersin.org/
    Authors
    Augusta C. Nkem; Stephanie M. Topp; Sue Devine; Wendy Wen Li; Daprim Samuel Ogaji
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Area covered
    Africa
    Description

    BackgroundOil is the mainstay revenue for a number of African countries. However, extraction can result in multiple impacts on the health and wellbeing of communities living in oil-rich areas. This review explored evidence of oil industry-related social exclusion on community health and wellbeing on the African continent.MethodsWe used a systematic approach guided by PRISMA to search six databases for empirical and descriptive sources focused on oil industry impacts, in any African country, between 1960 to 2021. Findings were grouped according to four dimensions of the Social Exclusion Knowledge Network (SEKN) framework: political, social, economic, and cultural.ResultsFifteen articles were identified, of which 13 articles focused on Nigeria; while one focused on Sudan, and one on Côte d'Ivoire and South Africa. Evidence relating to political aspects of social exclusion encompassed marginalization of indigenous communities through land grabs and unequal representation in political decision making. Limited compensation for environmental damage and livelihood displacement caused by oil-extraction, and high rates of unemployment and poverty were key themes of the economic dimension. Evidence of social impacts included lack of government, or oil-industry investment in social infrastructure; poor health and wellbeing linked to land, air, and water pollution; homelessness and lack of social cohesion. The cultural dimension of social exclusion was comparatively underexplored and only six sources included data collection with indigenous residents, and comparatively more sources were written by non-citizens or non-residents of oil-industry affected areas. Major themes included impacts on collective identity, ways of life and values, particularly where loss of ownership or access to land was experienced.ConclusionOil industry activities in African countries are clearly associated with multiple exclusionary impacts. However, the narrow body of empirical research limits understanding of the lived experiences and management of social exclusion by residents of oil-rich areas themselves and is an area deserving of further attention.

  18. f

    Data_Sheet_2_Comparison of Lymphocyte Subset Populations in Children From...

    • datasetcatalog.nlm.nih.gov
    • frontiersin.figshare.com
    Updated Jul 23, 2020
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    Babiker, Abdel; Gibb, Diana M.; Payne, Helen; Klein, Nigel; Glencross, Debbie; Lawrie, Denise; Nieuwoudt, Martin; Cotton, Mark Fredric (2020). Data_Sheet_2_Comparison of Lymphocyte Subset Populations in Children From South Africa, US and Europe.pdf [Dataset]. https://datasetcatalog.nlm.nih.gov/dataset?q=0000555836
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    Dataset updated
    Jul 23, 2020
    Authors
    Babiker, Abdel; Gibb, Diana M.; Payne, Helen; Klein, Nigel; Glencross, Debbie; Lawrie, Denise; Nieuwoudt, Martin; Cotton, Mark Fredric
    Area covered
    United States, Europe, South Africa
    Description

    Background: Typically, African healthcare providers use immunological reference intervals adopted from Europe and the United States (US). This may be inappropriate in a setting with many differences including exposure to different environmental stimuli and pathogens. We compared immunological reference intervals for children from Europe and the US with South African children to explore whether healthy children living in settings with high rates of infectious diseases have different baseline immunological parameters.Methodology: Blood was taken from 381 HIV-uninfected children aged between 2 weeks and 13 years of age from a Child Wellness Clinic in an informal settlement in Cape Town to establish local hematological and lymphocyte reference intervals for South African children. Flow-cytometry quantified percentage and absolute counts of the B-cells, NK-cells, and T-cells including activated, naïve, and memory subsets. These parameters were compared to three separate studies of healthy children in Europe and the US.Results: Increased activated T-cells, and natural killer cells were seen in the younger age-groups. The main finding across all age-groups was that the ratio of naïve/memory CD4 and CD8 T-cells reached a 1:1 ratio around the first decade of life in healthy South African children, far earlier than in resource-rich countries, where it occurs around the fourth decade of life.Conclusions: This is the largest data set to date describing healthy children from an African environment. These data have been used to create local reference intervals for South African children. The dramatic decline in the naïve/memory ratio of both CD4 and CD8 T-cells alongside increased activation markers may indicate that South African children are exposed to a wider range of environmental pathogens in early life than in resource-rich countries. These marked differences illustrate that reference intervals should be relevant to the population they serve. The implications for the developing pediatric immune system requires further investigation.

  19. f

    Data_Sheet_1_A Roadmap for Building Data Science Capacity for Health...

    • frontiersin.figshare.com
    pdf
    Updated Jun 6, 2023
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    Joseph Beyene; Solomon W. Harrar; Mekibib Altaye; Tessema Astatkie; Tadesse Awoke; Ziv Shkedy; Tesfaye B. Mersha (2023). Data_Sheet_1_A Roadmap for Building Data Science Capacity for Health Discovery and Innovation in Africa.pdf [Dataset]. http://doi.org/10.3389/fpubh.2021.710961.s001
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    pdfAvailable download formats
    Dataset updated
    Jun 6, 2023
    Dataset provided by
    Frontiers
    Authors
    Joseph Beyene; Solomon W. Harrar; Mekibib Altaye; Tessema Astatkie; Tadesse Awoke; Ziv Shkedy; Tesfaye B. Mersha
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    Technological advances now make it possible to generate diverse, complex and varying sizes of data in a wide range of applications from business to engineering to medicine. In the health sciences, in particular, data are being produced at an unprecedented rate across the full spectrum of scientific inquiry spanning basic biology, clinical medicine, public health and health care systems. Leveraging these data can accelerate scientific advances, health discovery and innovations. However, data are just the raw material required to generate new knowledge, not knowledge on its own, as a pile of bricks would not be mistaken for a building. In order to solve complex scientific problems, appropriate methods, tools and technologies must be integrated with domain knowledge expertise to generate and analyze big data. This integrated interdisciplinary approach is what has become to be widely known as data science. Although the discipline of data science has been rapidly evolving over the past couple of decades in resource-rich countries, the situation is bleak in resource-limited settings such as most countries in Africa primarily due to lack of well-trained data scientists. In this paper, we highlight a roadmap for building capacity in health data science in Africa to help spur health discovery and innovation, and propose a sustainable potential solution consisting of three key activities: a graduate-level training, faculty development, and stakeholder engagement. We also outline potential challenges and mitigating strategies.

  20. Model comparison and parameter measurement of multi-level regression...

    • plos.figshare.com
    xls
    Updated Jul 11, 2024
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    Emebet Birhanu Lealem; Ejigu Gebeye Zeleke; Betelhem Abebe Andargie; Alemakef Wagnew (2024). Model comparison and parameter measurement of multi-level regression analysis. [Dataset]. http://doi.org/10.1371/journal.pone.0306770.t005
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    xlsAvailable download formats
    Dataset updated
    Jul 11, 2024
    Dataset provided by
    PLOShttp://plos.org/
    Authors
    Emebet Birhanu Lealem; Ejigu Gebeye Zeleke; Betelhem Abebe Andargie; Alemakef Wagnew
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    Model comparison and parameter measurement of multi-level regression analysis.

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Statista, Wealthiest countries in Africa 2021 [Dataset]. https://www.statista.com/statistics/1182815/wealth-in-africa-by-country/
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Wealthiest countries in Africa 2021

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Dataset authored and provided by
Statistahttp://statista.com/
Time period covered
Dec 2021
Area covered
Africa
Description

South Africa concentrated the largest amount of private wealth in Africa as of 2021, some 651 billion U.S. dollars. Egypt, Nigeria, Morocco, and Kenya followed, establishing the five wealthier markets in the continent. The wealth value referred to assets, such as cash, properties, and business interests, held by individuals living in each country, with liabilities discounted. Overall, Africa counted in the same year approximately 136,000 high net worth individuals (HNWIs), each with net assets of one million U.S. dollars or more.

 COVID-19 and wealth constraints  

Africa held 2.1 trillion U.S. dollars of total private wealth in 2021. The amount slightly increased in comparison to the previous year, when the coronavirus (COVID-19) pandemic led to job losses, drops in salaries, and the closure of many local businesses. However, compared to 2011, total private wealth in Africa declined 4.5 percent, constrained by poor performances in Angola, Egypt, and Nigeria. By 2031, however, the private wealth is expected to rise nearly 40 percent in the continent.

 The richest in Africa 

Besides 125 thousand millionaires, Africa counted 6,700 multimillionaires and 305 centimillionaires as of December 2021. Furthermore, there were 21 billionaires in the African continent, each with a wealth of one billion U.S. dollars and more. The richest person in Africa is the Nigerian Aliko Dangote. The billionaire is the founder and chairman of Dangote Cement, the largest cement producer on the whole continent. He also owns salt and sugar manufacturing companies.

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