Human capital, unequal opportunities and productivity convergence : a global historical perspective, 1800–2100


Bharti, Nitin Kumar ; Gethin, Amory ; Jenmana, Thanasak ; Mo, Zhexun ; Piketty, Thomas ; Yang, Li


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URN: urn:nbn:de:bsz:180-madoc-713897
Document Type: Working paper
Year of publication: 2025
The title of a journal, publication series: ZEW Discussion Papers
Volume: 25-049
Place of publication: Mannheim
Publication language: English
Institution: Sonstige Einrichtungen > ZEW - Leibniz-Zentrum für Europäische Wirtschaftsforschung
MADOC publication series: Veröffentlichungen des ZEW (Leibniz-Zentrum für Europäische Wirtschaftsforschung) > ZEW Discussion Papers
Subject: 330 Economics
Classification: JEL: E24 , H5 , I15 , I25 , N10,
Keywords (English): human capital , productivity , education , health , global inequality
Abstract: This paper constructs a new global historical database on public expenditure and revenue and their components—particularly education and health expenditure—covering all world regions over the 1800-2025 period. We document a large rise of human capital expenditure (as % of GDP) in all parts of the world in the long run, but with enormous and persistent inequality between regions. Public education expenditure per school-age individual in Sub-Saharan Africa is about 3% of the level observed in Europe and North America in 2025 in PPP terms (versus 6% in 1980 and 4% in 1950). We also find a large impact of human capital expenditure on productivity growth over the 1800-2025 period, especially for public education and for poor countries. Estimated returns using our macro-historical database are around 10% or more, in line with micro studies. Finally, we present simulations based on alternative human capital expenditure trajectories over the 2025-2100 period. In particular, we analyze the conditions under which convergence in human capital expenditure could lead to global productivity convergence by 2100 (around 100€ per hour in all regions in our benchmark scenario).




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