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Appendix C: Instrumental variables for Solow growth determinants

Variable Instrument Study
GDP growth Rainfall variation Miguel, Satyanath and Segenti (2003)
GDP - initial Lagged values Barro and Sala-i-Martin (2004)
GDP - initial (per capital stock) Newsprint consumption, and number of radios Romer (1990)
GDP - initial Log population initial and trade measure Bosworth and Collins (2003)
Human capital Natural disasters Toya, Skidmore and Robertson (2003)
Investment - equipment Equipment prices, WCR survey variables, national savings rates DeLong and Summers (1991)
Investment - education Age demographics (16) and lagged capital Cook (2002b)
Investment - education Age demographic variables Higgins (1998)
Investment - education Average level Beaudry, Collard and Green (2002)
Investment Initial values of investment/GDP, population growth and GDP Cho (1996)
Investment Lagged investment, lagged output, lagged inflation, trade/GDP and gov spend/GDP Bond, Leblebicioglu and Schiantarelli (2004)
Investment Initial investment in sub-period, average savings rate in sub-period Beaudry, Collard and Green (2002)
Population growth Initial values of investment/GDP, population growth and GDP Cho (1996)
Population growth Average population growth over sub-period Beaudry, Collard and Green (2002)
Neoclassical convergence

RHS variables

Civilian fatalities as % of population (and squared), number of months of occupation by German forces, and number of months of land battles in country Cook (2002a)

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Source: Aghion Philippe, Durlauf Steven N. (eds.). Handbook of Economic Growth. Volume 1. Part A. North-Holland,2005. — p. 1-1060. 2005
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