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A Decade of 
Development in Sub- 
Saharan African STEM 
Research 
Andreas Blom, World Bank 
George Lan, Elsevier
Outline 
• Motivation 
• Methodology 
• Key Findings 
– Africa rising, also in research 
– STEM lagging 
– High reliance on int’l collaboration and visiting 
faculty 
– Low levels of within-Africa collaboration 
– Returning diaspora are important 
• Policy recommendations
Motivation – Why this report? 
• Africa rising – focus on skills 
• Low agricultural productivity and little 
value addition to commodities 
• Solid case for STEM higher education and 
research 
• Lack of reliable data – research data
Does Africa have the capacity to scale-up training of 
graduates who can apply science and technology?
Methodology 
• Scopus 
o21K titles from 5K publishers 
o33 million articles post-1996 
• How to measure science? 
• Indicators 
oResearch output 
oCitation Impact 
oInt’l and African Collaboration 
(co-authorships) 
oResearcher mobility
Africa rising, also in research 
14000 
12000 
10000 
8000 
6000 
4000 
2000 
0 
South Africa, 10.5% CAGR 
West & Central Africa, 12.7% 
East Africa, 12.0% 
Southern Africa, 8.5% CAGR 
2003 2006 2009 2012 
Total Number of Articles 
Year of Publication 
SSA’s share of global research has 
increased from 0.44% to 0.72% Source: Scopus and ERI Analytical Services
But other developing countries have grown 
even faster 
20000 
15000 
10000 
5000 
0 
Malaysia, 31.0% CAGR 
South Africa, 10.5% CAGR 
West & Central Africa, 12.7% 
2003 2006 2009 2012 
Total Number of Articles 
Year of Publication 
East Africa, 12.0% 
Vietnam, 18.8% CAGR 
Southern Africa, 8.5% CAGR 
Source: Scopus and ERI Analytical Services
STEM lags behind Health Sciences 
80% 
70% 
60% 
50% 
40% 
30% 
20% 
10% 
0% 
STEM as share of total research in SSA has marginally declined by 0.2% annually 
since 2002. In contrast, STEM as share of total research has grown 2% annually in 
East Africa Southern 
Africa 
Malaysia and Vietnam 
Western and 
Central Africa 
South Africa Malaysia Vietnam 
Physical Sciences & STEM Health Sciences 
Source: Scopus and ERI Analytical Services
High reliance on international 
collaboration and visiting faculty 
100% 
90% 
80% 
70% 
60% 
50% 
40% 
30% 
20% 
10% 
0% 
100% 
90% 
80% 
70% 
60% 
50% 
40% 
30% 
20% 
10% 
0% 
South 
Africa 
West & 
Central 
Africa 
Southern 
Africa 
East Africa East Africa Southern 
Africa 
West & 
Central 
Africa 
South 
Africa 
Visiting researchers as % of total researcher 
base 
International collaborations as percentage of 
total output 
Source: Scopus and ERI Analytical Services
Collaborations are win-win 
London School of 
Hygiene and Tropical 
Medicine 
University of Cape 
Collaboration 
beneficial for 
both parties 
University of 
Liverpool 
Town 
Collaboration 
below par for 
region, above par 
for institution 
University of 
KwaZulu-Natal 
Institut Pasteur 
University of the 
Witwatersrand 
Centers for Disease 
Control and 
Prevention 
World Health 
Organization 
Johns Hopkins 
University 
Harvard University 
2.5 
2 
1.5 
1 
0.5 
0 
Collaboration 
below par for both 
parties 
Collaboration below for institution, 
above par for region 
0 0.5 1 1.5 2 2.5 3 3.5 
Relative FWCI of Collaborator’s Research Co-authored 
with Southern Africa 
Relative FWCI of Southern Africa’s Research Co-authored with Collaborators
Low levels of within-Africa 
research collaboration 
100% 
90% 
80% 
70% 
60% 
50% 
40% 
30% 
20% 
10% 
0% 
100% 
90% 
80% 
70% 
60% 
50% 
40% 
30% 
20% 
10% 
0% 
South 
Africa 
West & 
Central 
Africa 
Southern 
Africa 
East Africa East Africa Southern 
Africa 
West & 
Central 
Africa 
South 
Africa 
Within-Africa collaboration as a percentage 
of total output 
International collaborations as percentage of 
total output 
Source: Scopus and ERI Analytical Services
Importance of returning diaspora 
2.0 
1.5 
1.0 
0.5 
0.0 
East Africa Southern Africa West & Central Africa South Africa 
Field-weighted citation impact 
FWCI Associated with Returnee Inflows FWCI of Region's Output in 2012
So what? 
Key Finding Policy Recommendation 
Africa Rising, also in research 
(capacity is increasing) 
Scale-up strategic investment in post-graduate 
education and research 
STEM lagging Focus funding and collaboration on 
STEM 
High reliance on int’l collaboration and 
visiting faculty 
Collaboration must strengthen African 
institutions 
Invest in the future faculty of Africa 
Little within-Africa collaboration Provide funding for Africa-Africa 
Coordinate regionally 
Promote student mobility 
Returning diaspora are important Attract more African Diaspora back
THANK YOU 
Andreas Blom, World Bank 
George Lan, Elsevier

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Presentation: A Decade of Development in Sub-Saharan African STEM Research

  • 1. A Decade of Development in Sub- Saharan African STEM Research Andreas Blom, World Bank George Lan, Elsevier
  • 2. Outline • Motivation • Methodology • Key Findings – Africa rising, also in research – STEM lagging – High reliance on int’l collaboration and visiting faculty – Low levels of within-Africa collaboration – Returning diaspora are important • Policy recommendations
  • 3. Motivation – Why this report? • Africa rising – focus on skills • Low agricultural productivity and little value addition to commodities • Solid case for STEM higher education and research • Lack of reliable data – research data
  • 4. Does Africa have the capacity to scale-up training of graduates who can apply science and technology?
  • 5. Methodology • Scopus o21K titles from 5K publishers o33 million articles post-1996 • How to measure science? • Indicators oResearch output oCitation Impact oInt’l and African Collaboration (co-authorships) oResearcher mobility
  • 6. Africa rising, also in research 14000 12000 10000 8000 6000 4000 2000 0 South Africa, 10.5% CAGR West & Central Africa, 12.7% East Africa, 12.0% Southern Africa, 8.5% CAGR 2003 2006 2009 2012 Total Number of Articles Year of Publication SSA’s share of global research has increased from 0.44% to 0.72% Source: Scopus and ERI Analytical Services
  • 7. But other developing countries have grown even faster 20000 15000 10000 5000 0 Malaysia, 31.0% CAGR South Africa, 10.5% CAGR West & Central Africa, 12.7% 2003 2006 2009 2012 Total Number of Articles Year of Publication East Africa, 12.0% Vietnam, 18.8% CAGR Southern Africa, 8.5% CAGR Source: Scopus and ERI Analytical Services
  • 8. STEM lags behind Health Sciences 80% 70% 60% 50% 40% 30% 20% 10% 0% STEM as share of total research in SSA has marginally declined by 0.2% annually since 2002. In contrast, STEM as share of total research has grown 2% annually in East Africa Southern Africa Malaysia and Vietnam Western and Central Africa South Africa Malaysia Vietnam Physical Sciences & STEM Health Sciences Source: Scopus and ERI Analytical Services
  • 9. High reliance on international collaboration and visiting faculty 100% 90% 80% 70% 60% 50% 40% 30% 20% 10% 0% 100% 90% 80% 70% 60% 50% 40% 30% 20% 10% 0% South Africa West & Central Africa Southern Africa East Africa East Africa Southern Africa West & Central Africa South Africa Visiting researchers as % of total researcher base International collaborations as percentage of total output Source: Scopus and ERI Analytical Services
  • 10. Collaborations are win-win London School of Hygiene and Tropical Medicine University of Cape Collaboration beneficial for both parties University of Liverpool Town Collaboration below par for region, above par for institution University of KwaZulu-Natal Institut Pasteur University of the Witwatersrand Centers for Disease Control and Prevention World Health Organization Johns Hopkins University Harvard University 2.5 2 1.5 1 0.5 0 Collaboration below par for both parties Collaboration below for institution, above par for region 0 0.5 1 1.5 2 2.5 3 3.5 Relative FWCI of Collaborator’s Research Co-authored with Southern Africa Relative FWCI of Southern Africa’s Research Co-authored with Collaborators
  • 11. Low levels of within-Africa research collaboration 100% 90% 80% 70% 60% 50% 40% 30% 20% 10% 0% 100% 90% 80% 70% 60% 50% 40% 30% 20% 10% 0% South Africa West & Central Africa Southern Africa East Africa East Africa Southern Africa West & Central Africa South Africa Within-Africa collaboration as a percentage of total output International collaborations as percentage of total output Source: Scopus and ERI Analytical Services
  • 12. Importance of returning diaspora 2.0 1.5 1.0 0.5 0.0 East Africa Southern Africa West & Central Africa South Africa Field-weighted citation impact FWCI Associated with Returnee Inflows FWCI of Region's Output in 2012
  • 13. So what? Key Finding Policy Recommendation Africa Rising, also in research (capacity is increasing) Scale-up strategic investment in post-graduate education and research STEM lagging Focus funding and collaboration on STEM High reliance on int’l collaboration and visiting faculty Collaboration must strengthen African institutions Invest in the future faculty of Africa Little within-Africa collaboration Provide funding for Africa-Africa Coordinate regionally Promote student mobility Returning diaspora are important Attract more African Diaspora back
  • 14. THANK YOU Andreas Blom, World Bank George Lan, Elsevier

Editor's Notes

  1. Opening Thank you: Audience, Claudia, CFA and Nkem Khumbah from University of Michigan, Elsevier Joint report with Elsevier
  2. Train more African engineers, agronomists, plant breeders, doctors, nurses etc. to apply science and technology in their daily life. => Build training capacity at international level. Research is key ingredient.
  3. Why on earth focus on research? – peace and primary education is the most important thing for Africa Africa Rising: economic growth and poverty reduction; progress in primary education 11 million of youth – But little value addition: Extractive industries – Angola & Agriculture: US Land-grant scheme Partnership for Applied Science, Engineering, and Technology (PASET):
  4. Shortcomings: - Non-published research & gender – focus
  5. Investments pay-off in research capacity – turning the tide. Health increase in research : Much welcomed capacity building – Ebola: Redeemers university on example – able to diagnose Ebola within 6 hours
  6. Progress – but more progress in needed. Africa accounts for 1% of global research but 12% of the globe’s population.
  7. Agricultural remained more or less at the same level. Who is going to build the roads, who is going to build and maintain the power plants and distribution networks, who is going to manufacturing goods in Africa? We are neglecting S&T
  8. 79% and 69% in Southern Africa and East Africa a result of international collaboration. Further of the researchers publishing from Africa, 40-50% in east and Southern Africa are visiting scholars. Visiting scholars contribute substantially, including those return. Pleasure of working with many committed educators – University of Michigan/ Harvard/ Virginia Tech/ Karolinska Institute Lack of domestic capacity to produce results.
  9. Win-Win health South Africa functions often as a gate way scientifically to the rest of Africa
  10. NB: Within-Africa collaborations exclude those Within-Africa collaborations that involve other OECD countries (these are counted in the international collaborations total)
  11. Not that many researchers come to Southern Africa, but about half of those that do are “coming back” – they are returning diaspora
  12. Note that although returnee inflows make up a small percentage of the total researcher base, the FWCI associated with those researchers’ outputs are much higher than that associated with the output from the overall region.
  13. Gender stats (females account for 17% in STEM post-graduate enrollment) National analysis and policy recommendations
  14. Thank you: Audience, Claudia, CFA and Nkem Khumbah from University of Michigan, Elsevier Joint report with Elsevier