2026 (23), №3

Человеческий капитал, структурная трансформация и загадка производительности Субсахарской Африки: структурированный нарративный обзор

Для цитирования:

Аджибола, А. Б. (2026). Человеческий капитал, структурная трансформация и загадка производительности Субсахарской Африки: структурированный нарративный обзор. AlterEconomics, 23(3), 741–765. https://doi.org/10.31063/AlterEconomics/2026.23-3.11

Аннотация:

Уровень образования населения в Субсахарской Африке быстро растет, однако темпы роста производительности труда, формальной занятости и отраслевого роста остаются неравномерными. Это расхождение обусловливает необходимость проведения структурированного нарративного обзора причин, по которым растущий запас человеческого капитала не приводит к последовательной структурной трансформации в регионе. На базе анализа 113 источников, отобранных посредством структурированного поиска в базах данных ScienceDirect и Google Scholar, сделан обзор, в котором показано, что проблема отражает три взаимосвязанных измерения структурной абсорбции, понимаемой здесь как способность экономики преобразовывать навыки в высокопроизводительную занятость. Во-первых, перераспределение рабочей силы непропорционально смещается в сторону услуг, которые обеспечивают статичный, разовый прирост производительности, а не устойчивый прирост, исторически связанный с обрабатывающей промышленностью, поэтому образование вносит более последовательный вклад там, где оно дает полезные навыки, соответствующие видам деятельности, которые их вознаграждают. Во-вторых, демографический импульс увеличивает потребность в создании рабочих мест быстрее, чем растет спрос на высококвалифицированную рабочую силу, что снижает доступ к оплачиваемой работе для больших групп населения и увеличивает безработицу. В-третьих, исторически сложившиеся институциональные различия продолжают формировать распределение человеческого капитала и производственной активности, в то время как данные на уровне предприятий показывают, что рост производительности не всегда приводит к росту занятости. Эти факторы взаимодействуют по-разному в разных субрегионах и помогают объяснить, почему возобновление индустриализации в одних странах сосуществует с сохраняющейся неформальной экономикой, преждевременной деиндустриализацией в других и неравномерной конвергенцией производительности. Полученные результаты подтверждают необходимость политики, которая связывает реформу образования с созданием продуктивных рабочих мест, модернизацией предприятий и региональными стратегиями трансформации.

Скачать статью в формате PDF
Скачано: 12, размер: 616.5 KB

Аджибола Айодеджи Бабатунде — аспирант, Международная лаборатория макроэкономического анализа, Департамент теоретической экономики, Национальный исследовательский университет «Высшая школа экономики»; https://orcid.org/0000-0003-2341-9835 (Российская Федерация, 109028, г. Москва, Покровский бульвар, 11; e-mail: adzhibola.a.b@hse.ru).

Acemoglu, D., & Zilibotti, F. (2001). Productivity Differences. The Quarterly Journal of Economics, 116(2), 563–606. https://doi.org/10.1162/00335530151144104

Acemoglu, D., Gallego, F., & Robinson, J. A. (2014). Institutions, Human Capital, and Development. Annual Review of Economics, 6(1), 875–912. https://doi.org/10.1146/annurev-economics-080213-041119

African Union & International Labour Organization. (2024). Youth employment strategy for Africa (YES-Africa). International Labour Organization. https://www.theyouthcafe.com/tools-and-publications/au-ilo-youth-employment-strategy-for-africa-yes-africa  (Date of access: 03.03.2026).

Aihounton, G., & Christiaensen, L. (2024). Does Agricultural Intensification Pay in the Context of Structural Transformation? Food Policy, 122, 102571. https://doi.org/10.1016/j.foodpol.2023.102571

Ajakaiye, O., & Page, J. (2012). Industrialisation and Economic Transformation in Africa: Introduction and Overview. Journal of African Economies, 21(Suppl. 2), ii3–ii18. https://doi.org/10.1093/jae/ejr049

Alagidede, I. P., Ibrahim, M., & Sare, Y. A. (2020). Structural Transformation in the Presence of Trade and Financial Integration in Sub-Saharan Africa. Central Bank Review, 20(1), 21–31. https://doi.org/10.1016/j.cbrev.2020.02.001

Andreoni, A., & Tregenna, F. (2021). The Middle-Income Trap and Premature Deindustrialization
in South Africa. In A. Andreoni, P. Mondliwa, S. Roberts, & F. Tregenna (Eds.), Structural Transformation in South Africa: The Challenges of Inclusive Industrial Development in a Middle-Income Country
(pp. 237–260). Oxford University Press. https://doi.org/10.1093/oso/9780192894311.003.0011

Angrist, N., Djankov, S., Goldberg, P. K., & Patrinos, H. A. (2021). Measuring Human Capital Using Global Learning Data. Nature, 592(7854), 403–408. https://doi.org/10.1038/s41586-021-03323-7

Anya, S. B. N., & Nzepang, F. (2022). The role of the separation of democratic powers on structural transformation in Sub-Saharan Africa. Economic Systems, 46(4), 101021. https://doi.org/10.1016/j.ecosys.2022.101021

Anyanwu, J. C. (2013). Characteristics and Macroeconomic Determinants of Youth Employment in Africa. African Development Review, 25(2), 107–129. https://doi.org/10.1111/j.1467-8268.2013.12019.x

Arias, O., Evans, D. K., & Santos, I. (2019). The Skills Balancing Act in Sub-Saharan Africa: Investing in Skills for Productivity, Inclusivity, and Adaptability. World Bank.

Aryeetey, E., & Moyo, N. (2012). Industrialisation for Structural Transformation in Africa: Appropriate roles for the State. Journal of African Economies, 21(suppl 2), ii55–ii85. https://doi.org/10.1093/jae/ejr043

Asiamah, O., Agyei, S. K., Ahmed, B., & Agyei, E. A. (2022). Natural Resource Dependence and the Dutch Disease: Evidence from Sub-Saharan Africa. Resources Policy, 79, 103042. https://doi.org/10.1016/j.resourpol.2022.103042

Asmal, Z., & Rooney, C. (2026). Services-Led Growth in the Context of De-industrialization: Opportunities for Structural Transformation and Job Creation in South Africa: Policy paper 50. ERSA Working Paper Series, 55–55.

Augustin, O., & Nkemgha, G. Z. (2026). Labor Market Responses to Energy Price Volatility in Sub-Saharan Africa: The Policy Goal is Stability by Decoupling. Journal of Policy Modeling, 107034. https://doi.org/10.1016/j.jpolmod.2026.02.008

Azenui, N. B., & Rada, C. (2021). Labor Productivity Growth in sub-Sahara African LDCs: Sectoral Contributions and Macroeconomic Factors. Structural Change and Economic Dynamics, 56, 10–26. https://doi.org/10.1016/j.strueco.2020.07.005

Baah-Boateng, W. (2016). The Youth Unemployment Challenge in Africa: What are the Drivers?
The Economic and Labour Relations Review, 27(4), 413–431. https://doi.org/10.1177/1035304616645030

Baethge, C., Goldbeck-Wood, S., & Mertens, S. (2019). SANRA — a Scale for the Quality Assessment of Narrative Review Articles. Research Integrity and Peer Review, 4(1), 5. https://doi.org/10.1186/s41073-019-0064-8

Balwanz, D. (2013). Youth Skills Development, Informal Employment and the Enabling Environment in Kenya: Trends and Tensions. Hiroshima University Acedemic Information Repository (Hiroshima University), 15(2), 69–91. https://doi.org/10.15027/34855

Bandiera, O., Elsayed, A., Smurra, A., & Zipfel, C. (2022). Young Adults and Labor Markets in Africa. The Journal of Economic Perspectives, 36(1), 81–100. https://doi.org/10.1257/jep.36.1.81

Barasa, L., Knoben, J., Vermeulen, P., Kimuyu, P., & Kinyanjui, B. (2017). Institutions, Resources and Innovation in East Africa: A Firm Level Approach. Research Policy, 46(1), 280–291. https://doi.org/10.1016/j.respol.2016.11.008

Barasa, L., Vermeulen, P., Knoben, J., Kinyanjui, B., & Kimuyu, P. (2019). Innovation Inputs and Efficiency: Manufacturing Firms in Sub-Saharan Africa. European Journal of Innovation Management, 22(1), 59–83. https://doi.org/10.1108/ejim-11-2017-0176

Bartelsman, E., Haltiwanger, J., & Scarpetta, S. (2013). Cross-Country Differences in Productivity: The Role of Allocation and Selection. American Economic Review, 103(1), 305–334. http://dx.doi.org/10.1257/aer.103.1.305

Benhabib, J., & Spiegel, M. M. (1994). The Role of Human Capital in Economic Development: Evidence from Aggregate Cross-Country Data. Journal of Monetary Economics, 34(2), 143–173. https://doi.org/10.1016/0304-3932(94)90047-7

Benjamin, N. C., & Mbaye, A. A. (2020). The Failure of Structural Transformation in Francophone Africa and the Rise of the Informal Sector. In A. A. Mbaye, S. S. Golub, & F. Gueye (Eds.), Formal and Informal Enterprises in Francophone Africa: Moving toward a Vibrant Private Sector (pp. 137–154). International Development Research Centre.

Bigsten, A., & Söderbom, M. (2006). What have We Learned from a Decade of Manufacturing Enterprise Surveys in Africa? The World Bank Research Observer, 21(2), 241–265.

Bird, K., Chabe-Ferret, B., & Simons, A. (2022). Linking Human Capabilities with Livelihood Strategies to Speed Poverty Reduction: Evidence from Rwanda. World Development, 151, 105728. https://doi.org/10.1016/j.worlddev.2021.105728

Boccanfuso, D., Larouche, A., & Trandafir, M. (2015). Quality of Higher Education and the Labor Market in Developing Countries: Evidence from an Education Reform in Senegal. World Development, 74, 412–424.

Bold, T., Filmer, D., Martin, G., Molina, E., Stacy, B., Rockmore, C., Svensson, J., & Wane, W. (2017). Enrollment without Learning: Teacher Effort, Knowledge, and Skill in Primary Schools in Africa. The Journal of Economic Perspectives, 31(4), 185–204. https://doi.org/10.1257/jep.31.4.185

Bongaarts, J. (2017). Africa’s Unique Fertility Transition. Population and Development Review, 43(S1), 39–58. https://doi.org/10.1111/j.1728-4457.2016.00164.x

Bongaarts, J., & Casterline, J. (2013). Fertility Transition: Is Sub-Saharan Africa Different? Population and Development Review, 38(S1), 153–168. https://doi.org/10.1111/j.1728-4457.2013.00557.x

Breisinger, C., Diao, X., & Wiebelt, M. (2014). Can Oil-Led Growth and Structural Change Go Hand in Hand in Ghana? Journal of Policy Modeling, 36(3), 507–523. http://dx.doi.org/10.1016/j.jpolmod.2014.03.002

Canning, D., Raja, S., & Yazbeck, A. S. (Eds.). (2015). Africa’s Demographic Transition: Dividend or Disaster? World Bank Publications.

Caselli, F., & Coleman, W. J., II (2006). The World Technology Frontier. American Economic Review, 96(3), 499–522. http://dx.doi.org/10.1257/aer.96.3.499

Chalie, D. N. (2026). Impact of internal migration on labor market outcomes: Evidence from Ethiopia. International Journal of Educational Development, 124, 103619. https://doi.org/10.1016/j.ijedudev.2026.103619

Charpe, M. (2023). Convergence Heterogeneity at the Local Level in Sub-Saharan Africa. Papers in Regional Science, 102(2), 273–305. https://doi.org/10.1111/pirs.12720

Cogneau, D., & Moradi, A. (2014). Borders that Divide: Education and Religion in Ghana and Togo since Colonial Times. The Journal of Economic History, 74(3), 694–729. https://doi.org/10.1017/S0022050714000576

Das, G. G., & Drine, I. (2020). Distance from the Technology Frontier: How could Africa Catch-Up via Socio-Institutional Factors and Human Capital? Technological Forecasting and Social Change, 150, 119755.

Daymard, A. (2025). Is Agricultural Productivity a Prerequisite for Structural Transformation? Evidence on the Role of Trade Openness. Structural Change and Economic Dynamics, 75(C), 828–848. https://doi.org/10.1016/j.strueco.2025.10.016

De Brauw, A., Mueller, V., & Lee, H. L. (2014). The Role of Rural–Urban Migration in the Structural Transformation of Sub-Saharan Africa. World Development, 63(C), 33–42. https://doi.org/10.1016/j.worlddev.2013.10.013

De La O Campos, A. P., Admasu, Y., Covarrubias, K. A., Davis, B. K., & Diaz Gonzalez, A. M. (2025). Reassessing Transformation Pathways: Global Trends in Rural Household Farm and Non-Farm Livelihood Strategies with a Spotlight on Sub-Saharan Africa. World Development, 190, 106952. https://doi.org/10.1016/j.worlddev.2025.106952

De Vries, G., Kruse, H., Mensah, E., Vidogbena, Y., & Yi, K.-M. (2026). Structural change in Sub-Saharan Africa: An open economy perspective. Journal of International Economics, 161, 104248. https://doi.org/10.1016/j.jinteco.2026.104248

De Vries, G., Timmer, M., & De Vries, K. (2015). Structural Transformation in Africa: Static Gains, Dynamic Losses. The Journal of Development Studies, 51(6), 674–688. https://doi.org/10.1080/00220388.2014.997222

Diao, X., Ellis, M., McMillan, M., & Rodrik, D. (2025). Africa’s Manufacturing Puzzle: Evidence from Tanzanian and Ethiopian Firms. World Bank Economic Review, 39(2), 308–340.

Diao, X., Harttgen, K., & McMillan, M. (2017). The Changing Structure of Africa’s Economies. The World Bank Economic Review, 31(2), 412–433.

Dorinet, E., Jouvet, P.-A., & Wolfersberger, J. (2021). Is the Agricultural Sector Cursed too? Evidence from Sub-Saharan Africa. World Development, 140, 105250. https://doi.org/10.1016/j.worlddev.2020.105250

Duarte, M., & Restuccia, D. (2010). The Role of the Structural Transformation in Aggregate Productivity. The Quarterly Journal of Economics, 125(1), 129–173. https://doi.org/10.2307/40506279

Eifert, B., Gelb, A., & Ramachandran, V. (2008). The Cost of Doing Business in Africa: Evidence from Enterprise Survey Data. World Development, 36(9), 1531–1546. https://doi.org/10.1016/j.worlddev.2007.09.007

Erumban, A. A., & De Vries, G. J. (2024). Structural Change and Poverty Reduction in Developing Economies. World Development, 181, 106674. https://doi.org/10.1016/j.worlddev.2024.106674

Filmer, D., & Fox, L. (2014). Youth Employment in Sub-Saharan Africa. World Bank Publications.

Forson, J. A., Opoku, R. A., Appiah, M. O., Kyeremeh, E., Ahmed, I. A., Addo-Quaye, R., Peng, Z., Acheampong, E. Y., Bingab, B. B. B., Bosomtwe, E., & Awoonor, A. K. (2021). Innovation, Institutions and Economic Growth in Sub-Saharan Africa: An IV Estimation of a Panel Threshold Model. Journal of Economic and Administrative Sciences, 37(3), 291–318.

Fox, L., & Thomas, A. (2016). Africa’s Got Work to Do: A Diagnostic of Youth Employment Challenges in Sub-Saharan Africa. Journal of African Economies, 25(Suppl. 1), i16–i36.

Fox, L., Haines, C., Huerta Muñoz, J., & Thomas, A. H. (2013). Africa’s Got Work to Do: Employment Prospects in the New Century. IMF Working Papers, (201). International Monetary Fund.

Fox, L., Senbet, L. W., & Simbanegavi, W. (2016). Youth Employment in Sub-Saharan Africa: Challenges, Constraints and Opportunities. Journal of African Economies, 25(suppl 1), i3–i15. https://doi.org/10.1093/jae/ejv027

Frankema, E. H. P. (2012). The Origins of Formal Education in Sub-Saharan Africa: Was British Rule more Benign? European Review of Economic History, 16(4), 335–355.

Garenne, M., & Joseph, V. (2002). The Timing of the Fertility Transition in Sub-Saharan Africa. World Development, 30(10), 1835–1843.

Gebreeyesus, M., & Abegaz, G. (2025). Structural transformation via services or manufacturing? Evidence from Ethiopia. IGC Working Paper. International Growth Centre.

Gebrehiwot, K. G., Beyene, A. B., & Ejigu, W. G. (2025). Human capital and institutional quality as parallel pathways to structural transformation in Sub-Saharan Africa. Discover Sustainability, 6(1), 1311. https://doi.org/10.1007/s43621-025-02164-y

Gelb, A., Ramachandran, V., Meyer, C. J., Wadhwa, D., & Navis, K. (2020). Can Sub-Saharan Africa be a manufacturing destination? Labor costs, price levels, and the role of industrial policy. Journal of Industry Competition and Trade, 20(2), 335–357. https://doi.org/10.1007/s10842-019-00331-2

Girard, P. (2023). From Family to Markets. How Institutional Determinants of Rural Youth Transitions have Changed in Senegal and Zambia over Time. Journal of Rural Studies, 101, 103040. https://doi.org/10.1016/j.jrurstud.2023.103040

Girollet, D. (2026). Does mobile network coverage increase the performance of informal firms? Evidence from Sub-Saharan Africa. Information Economics and Policy, 72, 101150. https://doi.org/10.1016/j.infoecopol.2025.101150

Glewwe, P., Maiga, E., & Zheng, H. (2014). The Contribution of Education to Economic Growth: A Review of the Evidence, with Special Attention and an Application to Sub-Saharan Africa. World Development, 59, 379–393. https://doi.org/10.1016/j.worlddev.2014.01.021

Glover, S., & Jones, S. (2019). Can commercial farming promote rural dynamism in Sub-Saharan Africa? Evidence from Mozambique. World Development, 114, 110–121. https://doi.org/10.1016/j.worlddev.2018.09.029

Gnangnon, S. K., & Chen, P. (2026). From Institutions to Jobs: How Governments’ Compliance with Constitutional Rules Reshapes Sectoral Employment in Sub-Saharan Africa. Journal of Government and Economics, 100172.

Gnimassoun, B. (2025). Immigration and labour productivity: A comparative effect. World Development, 188, 106920. https://doi.org/10.1016/j.worlddev.2025.106920

Gollin, D., Lagakos, D., & Waugh, M. E. (2014). The agricultural productivity gap. The Quarterly Journal of Economics, 129(2), 939–993. https://doi.org/10.1093/qje/qjt056

Gomado, K. M., & Amedanou, I. (2026). Unemployment impact of network sectors and employment protection legislation reforms: Evidence from selected African countries. World Development, 200, 107304. https://doi.org/10.1016/j.worlddev.2025.107304

Grant, M. J., & Booth, A. (2009). A typology of reviews: An analysis of 14 review types and associated methodologies. Health Information & Libraries Journal, 26(2), 91–108. https://doi.org/10.1111/j.1471-1842.2009.00848.x

Haldar, A., & Sethi, N. (2022). Effect of sectoral foreign aid allocation on growth and structural transformation in Sub-Saharan Africa — analysing the roles of institutional quality and human capital. Economic Analysis and Policy, 76, 1010–1026. https://doi.org/10.1016/j.eap.2022.10.009

Hanushek, E. A., & Woessmann, L. (2012). Do better schools lead to more growth? Cognitive skills, economic outcomes, and causation. Journal of Economic Growth, 17(4), 267–321. https://doi.org/10.1007/s10887-012-9081-x

Haraguchi, N., Cheng, C. F. C., & Smeets, E. (2017). The importance of manufacturing in economic development: Has this changed? World Development, 93, 293–315. https://doi.org/10.1016/j.worlddev.2016.12.013

Herrendorf, B., Rogerson, R., & Valentinyi, Á. (2014). Growth and structural transformation.
In P. Aghion & S. N. Durlauf (Eds.), Handbook of economic growth (Vol. 2B, pp. 855–941). Amsterdam: Elsevier. https://doi.org/10.1016/B978-0-444-53540-5.00006-9

Hsieh, C., & Klenow, P. J. (2009). Misallocation and Manufacturing TFP in China and India.
The Quarterly Journal of Economics, 124(4), 1403–1448. https://doi.org/10.1162/qjec.2009.124.4.1403

Huang, Q., Xie, V. W., & You, W. (2026). Do resource rents drive urbanization and structural transformation? A global analysis. Journal of Development Economics, 180, 103709. https://doi.org/10.1016/j.jdeveco.2025.103709

International Labour Organization. (2024). Global employment trends for youth 2024: Sub-Saharan Africa.

Joseph, J. (2025). Examining Foreign Direct Investment effects on agricultural productivity in Sub-Saharan African economies. International Economics, 184, 100654. https://doi.org/10.1016/j.inteco.2025.100654

Kanayo, N. A., & Tian, Y. (2025). Chinese private enterprises and human capital development in Nigeria: Assessing the educational and skill transfer dimensions. Scientific African, 28, e02699. https://doi.org/10.1016/j.sciaf.2025.e02699

Kebede, S., Getachew, Z., Kuma, B., & Abebe, T. (2024). The role of FDI augmented with governance and human capital on structural transformation: Experiences from SSA and EAP countries. Transnational Corporation Review, 16(2), 200055. https://doi.org/10.1016/j.tncr.2024.200055

Kruse, H., Mensah, E., Sen, K., & de Vries, G. (2023). A manufacturing (Re)Naissance? industrialization in the developing world. IMF Economic Review, 71(2), 439–473. https://doi.org/10.1057/s41308-022-00183-7

Lewis, W. A. (1954). Economic Development with Unlimited Supplies of Labour. Manchester School, 22(2), 139–191. https://doi.org/10.1111/j.1467-9957.1954.tb00021.x

Losch, B. (2016). Structural transformation to boost youth labour demand in sub-Saharan Africa: The role of agriculture, rural areas and territorial development. International Labour Organization.

Lucas, R. E. (1988). On the mechanics of economic development. Journal of Monetary Economics, 22(1), 3–42. https://doi.org/10.1016/0304-3932(88)90168-7

McCullough, E. B. (2017). Labor productivity and employment gaps in Sub-Saharan Africa. Food Policy, 67, 133–152. https://doi.org/10.1016/j.foodpol.2016.09.013

McMillan, M., & Zeufack, A. (2022). Labor productivity growth and industrialization in Africa. The Journal of Economic Perspectives, 36(1), 3–32. https://doi.org/10.1257/jep.36.1.3

McMillan, M., Rodrik, D., & Verduzco-Gallo, Í. (2014). Globalization, Structural Change, and Productivity Growth, with an Update on Africa. World Development, 63, 11–32. https://doi.org/10.1016/j.worlddev.2013.10.012

Mensah, E. B., Owusu, S., & Foster-McGregor, N. (2023a). Productive efficiency, structural change, and catch-up within Africa. Structural Change and Economic Dynamics, 65, 78–100. https://doi.org/10.1016/j.strueco.2023.02.006

Mensah, E. B., Owusu, S., Foster-McGregor, N., & Szirmai, A. (2023b). Structural change, productivity growth and labour market turbulence in Sub-Saharan Africa. Journal of African Economies, 32(3), 175–208. https://doi.org/10.1093/jae/ejac010

Michalopoulos, S., & Papaioannou, E. (2013). Pre-colonial ethnic institutions and contemporary African development. Econometrica, 81(1), 113–152. https://doi.org/10.3982/ecta9613

Michalopoulos, S., & Papaioannou, E. (2020). Historical Legacies and African development. Journal of Economic Literature, 58(1), 53–128. https://doi.org/10.1257/jel.20181447

Mijiyawa, A. G. (2017). Drivers of structural transformation: The case of the manufacturing sector in Africa. World Development, 99, 141–159. https://doi.org/10.1016/j.worlddev.2017.07.007

Morris, M., & Fessehaie, J. (2014). The industrialisation challenge for Africa: Towards a commodities based industrialisation path. Journal of African Trade, 1(1–2), 25. https://doi.org/10.1016/j.joat.2014.10.001

Mtaturu, J. Z. (2024). Farm location and occupational choices in Sub-Saharan Africa: Implications for agricultural households in Tanzania. Emerging Markets Review, 58, 101086. https://doi.org/10.1016/j.ememar.2023.101086

Mutai, R. K., Lu, J., Mukami, N. L., Chirwa, W. B., Xiaoguang, L., & Zhiyou, Y. (2026). Beyond the diploma: The untold consequences of short-cycle tertiary education on GDP growth in Sub-Saharan Africa. International Journal of Educational Development, 121, 103490. https://doi.org/10.1016/j.ijedudev.2025.103490

Myovella, G., Karacuka, M., & Haucap, J. (2020). Digitalization and economic growth: A comparative analysis of Sub-Saharan Africa and OECD economies. Telecommunications Policy, 44(2), 101856. https://doi.org/10.1016/j.telpol.2019.101856

Nayyar, G., Hallward-Driemeier, M., & Davies, E. (2021). At Your Service?: The Promise of Services-Led Development (Vol. 1 of 3). Washington, D.C.: World Bank Group.

Ndour, C. T. (2026). Educational impact on sectoral value-added: Evidence from African countries. International Journal of Social Economics, 53(4), 620–638. https://doi.org/10.1108/ijse-10-2024-0911

Newman, C. (2026). Unlocking manufacturing growth in South Africa: firm productivity, labour mobility and participation. ERSA Working Paper Series. https://doi.org/10.71587/g33f0394

Ngepah, N., Saba, C. S., & Kajewole, D. O. (2024). The impact of Industry 4.0 on South Africa’s manufacturing sector. Journal of Open Innovation Technology Market and Complexity, 10(1), 100226. https://doi.org/10.1016/j.joitmc.2024.100226

Nguimkeu, P., & Zeufack, A. (2024). Manufacturing in structural change in Africa. World Development, 177, 106542. https://doi.org/10.1016/j.worlddev.2024.106542

Nunn, N. (2008). The long-term effects of Africa’s slave trades. The Quarterly journal of economics, 123(1), 139–176.

Nunn, N. (2014). Historical development. In P. Aghion & S. N. Durlauf (Eds.), Handbook of economic growth (Vol. 2, pp. 347–402). North-Holland. https://doi.org/10.1016/B978-0-444-53538-2.00007-1

Nwani, C., Okezie, B. N., Nwali, A. C., Nwokeiwu, J., Duruzor, G. I., & Eze, O. N. (2023). Natural resources, financial development and structural transformation in Sub-Saharan Africa. Heliyon, 9(9), e19522. https://doi.org/10.1016/j.heliyon.2023.e19522

Onsomu, C. B., Macharia, J. N., & Mwangi, S. M. (2025). From Classroom to Workplace: The Combined Effects of Cognitive and Non-Cognitive Skills on Youth labor market Outcomes in Kenya. Economies, 13(4), 92. https://doi.org/10.3390/economies13040092

Osabutey, E. L. C., & Croucher, R. (2018). Intermediate institutions and technology transfer in developing countries: The case of the construction industry in Ghana. Technological Forecasting and Social Change, 128, 154–163. https://doi.org/10.1016/j.techfore.2017.11.014

Osabutey, E. L. C., & Jackson, T. (2019). The impact on development of technology and knowledge transfer in Chinese MNEs in Sub-Saharan Africa: The Ghanaian case. Technological Forecasting and Social Change, 148, 119725. https://doi.org/10.1016/j.techfore.2019.119725

Otchia, C., & Asongu, S. (2021). Industrial growth in Sub-Saharan Africa: Evidence from machine learning with insights from nightlight satellite images. Journal of Economic Studies, 48(8), 1421–1441. https://doi.org/10.1108/jes-05-2020-0201

Ouédraogo, I., & Traoré, S. (2026). Differential effects of education on youth earnings across sectors of activity in Burkina Faso. Social Sciences & Humanities Open, 13, 102812. https://doi.org/10.1016/j.ssaho.2026.102812

Page, J. (2012). Can Africa industrialise? Journal of African Economies, 21(suppl 2), ii86–ii124. https://doi.org/10.1093/jae/ejr045

Perra, E., Sanfilippo, M., & Sundaram, A. (2024). Roads, competition, and the informal sector. Journal of Development Economics, 171, 103339. https://doi.org/10.1016/j.jdeveco.2024.103339

Pritchett, L. (2001). Where has all the education gone? The World Bank Economic Review, 15(3), 367–391.

Restuccia, D., & Rogerson, R. (2008). Policy distortions and aggregate productivity with heterogeneous establishments. Review of Economic Dynamics, 11(4), 707–720. https://doi.org/10.1016/j.red.2008.05.002

Restuccia, D., & Rogerson, R. (2017). The causes and costs of misallocation. The Journal of Economic Perspectives, 31(3), 151–174. https://doi.org/10.1257/jep.31.3.151

Rodrik, D. (2008). Understanding South Africa’s economic puzzles. Economics of Transition, 16(4), 769–797. https://doi.org/10.1111/j.1468-0351.2008.00343.x

Rodrik, D. (2016). Premature deindustrialization. Journal of Economic Growth, 21(1), 1–33. https://doi.org/10.1007/s10887-015-9122-3

Salmi, J., Amegah, A., & Shinde, A. R. (2025). Digital skills, innovation, and economic transformation: Opportunities and challenges for Sub-Saharan Africa. Education Working Paper Series, (15). World Bank Group.

Santos, É., & Halkias, D. (2021). Diffusion of innovations and labor market challenges: A multiple case study from Angola. Journal of Enterprising Communities: People and Places in the Global Economy, 15(2), 204–227. https://doi.org/10.1108/JEC-12-2020-0198

Schneider, K. R., De La O Campos, A. P., Cavatassi, R., & Davis, B. (2024). Resilient and inclusive rural transformation in sub-Saharan Africa under climate, demographic, and social change: Challenges and opportunities for income growth and job creation. Global Food Security, 43, 100815. https://doi.org/10.1016/j.gfs.2024.100815

Schultz, T. W. (1961). Investment in human capital: reply. The American Economic Review, 51(5), 1035–1039.

Sié, K. J. F. (2023). Industrial policy and labour productivity growth in Africa: does the technology choice matter? Journal of Economic Structures, 12(1). https://doi.org/10.1186/s40008-023-00305-y

Snyder, H. (2019). Literature review as a research methodology: An overview and guidelines. Journal of Business Research, 104, 333–339. https://doi.org/10.1016/j.jbusres.2019.07.039

Söderbom, M., & Teal, F. (2004). Size and Efficiency in African Manufacturing Firms: Evidence from Firm-Level Panel Data. Journal of Development Economics, 73(1), 369–394.

Stokke, H. E. (2008). Resource Boom, Productivity Growth and Real Exchange Rate Dynamics — a Dynamic General Equilibrium Analysis of South Africa. Economic Modelling, 25(1), 148–160.

Subramanian, A., & Roy, D. (2001). Who can Explain the Mauritian Miracle: Meade, Romer, Sachs or Rodrik? IMF Working Paper, (01/116). International Monetary Fund. https://doi.org/10.5089/9781451853933.001

Thurlow, J., Dorosh, P., & Davis, B. (2019). Demographic Change, Agriculture, and Rural Poverty.
In C. Campanhola & S. Pandey (Eds.), Sustainable Food and Agriculture: An Integrated Approach (pp. 31–53). Elsevier.

Timmer, M., de Vries, G. J., & de Vries, K. (2015). Patterns of Structural Change in Developing Countries. In J. Weiss & M. Tribe (Eds.), Routledge Handbook of Industry and Development
(pp. 65–83). Routledge.

Tinta, A. A. (2025). Growth Dilemmata: The Case of African Firms. Economic Systems, 49(4), 101329. https://doi.org/10.1016/j.ecosys.2025.101329

Tregenna, F. (2008). The Contributions of Manufacturing and Services to Employment Creation and Growth in South Africa. South African Journal of Economics, 76(S2), 175–204. https://doi.org/10.1111/j.1813-6982.2008.00187.x

Tregenna, F. (2009). Characterising Deindustrialisation: An Analysis of Changes in Manufacturing Employment and Output Internationally. Cambridge Journal of Economics, 33(3), 433–466. https://doi.org/10.1093/cje/ben032

Van Biesebroeck, J. (2005). Exporting Raises Productivity in Sub-Saharan African Manufacturing Firms. Journal of International Economics, 67(2), 373–391. https://doi.org/10.1016/j.jinteco.2004.12.002

Woldemichael, A., & Shimeles, A. (2019). Human Capital, Productivity, and Structural Transformation. African Development Bank.

Wolf, C. (2023). Demand-Growth in Support of Structural Change: Evidence from Nigeria’s Formal Manufacturing Sector. Structural Change and Economic Dynamics, 67, 347–358. https://doi.org/10.1016/j.strueco.2023.08.010

Yeboah, F. K., & Jayne, T. S. (2018). Africa’s Evolving Employment Trends. The Journal of Development Studies, 54(5), 803–832. https://doi.org/10.1080/00220388.2018.1430767

Продолжая использовать этот сайт, вы соглашаетесь с использованием cookie-файлов.
Принять