Sovereign Wealth Funds and Economic Growth Beyond Solow Steady State using Synthetic Control Methods and Outcome Variable Decomposition

Read full text
Authors: Timothy L. Kessler
Cited by: 0

Abstract

This research project investigates the potential effects of large-scale Sovereign Wealth Fund (SWF) investments with linked national savings mandates on economic output and composition in Norway and Singapore, the two high income open economies with SWF-dominated financial systems exceeding their GDPs. Australia, a high income country with a much smaller SWF is used as a negative control unit. The research hypothesis is that SWFs with surplus savings mandates can increase economic output in high income countries beyond typical steady state depreciation by adding a compound growth multiplier to national investment rates exceeding stable depreciation rates. This hypothesis is detailed in a theoretical model attaching a compound capital (k) investment multiplier to national investment, based on growth in a new variable, "sovereign wealth" the ratio of sovereign wealth fund assets to output y equivalent to GDP per capita. The hypothesis predicts that new returns on base investments do not depreciate at the same rate as initial capital, creating positive uplift in y through new capital fed added tom investment i. Since consumption c is already optimal in the steady state, this policy-driven expansion in "i" will increase savings share of economic output along with higher output itself. The analysis uses World Bank open data indicators time series data reported since 1960. To adjust for external validity concerns, it uses synthetic control methods to create synthetic doppelgangers reproducing Norway, Singapore, and Australia's outcome variable trajectories during extended pre-treatment periods from a transparent donor sample of similar economies drawn from a larger donor pool of high income countries, with these units determined by programming software base don their similarity with the treated unit. Divergence from pre-treatment trajectory in the treated unit with time and placebo controls for untreated ones indicates positive treatment effect. Treatment dates are 1995 for Norway, when it announced SWF investments would commence, 2003 for Singapore, when its Temasek Holdings SWF began global investments, and 2007, when Australia's Future Fund SWF was fully funded. The primary outcome variables are GDP per capita $ US (current) adjusted to 2024 using BLS historic inflation figures and domestic savings % of GDP with the other components of GDP used in separate outcome models to assess compositional changes in economic activity. Norway's GDP outcome is also pruned of resource rents to adjust for global oil price exogeneities.The expected findings are that the intervention dates will associate with a statistically significant positive shift in both GDP per capita and domestic savings share of GDP in Norway and Singapore beyond synthetic doppelganger and all untreated units, but not in Australia. Since domestic savings represents long-term investment not consumed, this variable should grow alongside GDP. Further, capital and fixed capital formation should either remain statistically stable or decline upon treatment in Norway and Singapore, since new capital formation might otherwise indicate exogenous economic activity created growth.

Fields of Study & Subjects

State Capitalism and Financial Governance Fiscal Policy and Economic Growth Economic Growth and Productivity

Publication details

Journal / source
OSF Preprints (OSF Preprints)
Publication date
1 January 2026
Document type
Preprint