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. 2022 Jan 27;6(1):183–212. doi: 10.1007/s41885-022-00106-w

Table 1.

Main long-term pandemic effects

Author(s) Year Pandemic(s) Setting Methodology Labor and human capital Investments and physical capital Knowledge and innovation
Aassve et al. 2021 Spanish flu US: 1891–935; 1972–94 Econometric model Negative
Acemoglu and Johnson 2007 Various epidemic events World: 1940–2000 Econometric model Negative Mixed Negative
Adda 2016 Various epidemic events France: 1984–2010 Econometric model Negative
Alfani 2013 Bubonic plague Western Europe: 1600–99 Historical analysis Negative Mixed Positive
Alfani 2021 Various plagues and cholera Western Europe: 600–1900 Historical analysis Mixed Positive
Alfani and Percoco 2019 Bubonic plague Italy: 1629–800 Historical analysis and econometric model Negative Mixed Negative
Almond 2006 Spanish flu US: 1960–80 Econometric model Negative
Augier and Yaly 2013 AIDS N.A. Theoretical model Mixed
Bai et al. 2021 Various epidemic events US, UK, China, and Japan: 2005–20 Econometric model Negative
Bar and Leukhina 2010 Bubonic plague England: 1680–880 Econometric model Negative
Basco et al. 2021 Spanish flu Spain: 1915–30 Econometric model Mixed
Beach et al. 2021 Spanish flu World: 1804–940 Historical analysis Negative
Bell and Gersbach 2009 Enduring epidemics N.A. Theoretical model Negative
Birchenall 2007 Various epidemic events England and Wales: 1640–2000 Econometric model Negative
Bleakley 2010 Various epidemic events World Theoretical model Negative
Bloom and Mahal 1997 AIDS World: 1980–92 Econometric model Mixed Mixed
Bloom and Sachs 1998 Various epidemic events World: 1820–996 Econometric model Mixed
Bloom et al. 2021 Various epidemic events World: 1981–2019 Theoretical model Negative
Borsch 2005 Bubonic plague Egypt and England: 1315–600 Historical analysis Negative
Borsch 2015 Bubonic plague Egypt: 1315–885 Historical analysis Negative
Bresalier 2012 Spanish flu UK: 1918–40 Historical analysis Positive
Cakici and Zaremba 2021 SARS, avian flu, swine flu, ebola World: 1996–2019 Econometric model Mixed
Cavallo et al. 2013 Various epidemic events World: 1970–2008 Econometric model Mixed
Cervellati and Sunde 2011 Various epidemic events World: 1940–2000 Econometric model Mixed
Cervellati and Sunde 2015 Various epidemic events Sweden: 1760–2000 Econometric model Negative Mixed
Chakrabarty and Roy 2021 SARS, avian flu, swine flu, ebola World: 2000–17 Econometric model Negative
Chen et al. 2021 Various epidemic events World: 1985–2018 Econometric model Negative
Clark 2007 Bubonic plague Europe and Far East: 1300–800 Historical analysis Positive
Cohen 2019 Smallpox and malaria World: 1940–2010 Historical analysis Mixed
Confraria and Wang 2020 AIDS, malaria, tubercolosis African continent: 1980–2015 Econometric model Mixed
Cuddington 1993a AIDS Tanzania: 1985–2010 Econometric model Mixed
Cuddington 1993b AIDS Tanzania: 1985–2010 Econometric model Mixed
Cuddington and Hancock 1994 AIDS Malawi: 1985–2010 Econometric model Mixed
Dauda 2019 AIDS West Africa: 1990–2016 Econometric model Mixed
Deaton 2004 Various epidemic events World: 1902–2000 Historical analysis Mixed
Delfino and Simmons 2005 Tuberculosis World: 2000 Econometric model Mixed Mixed
Domar 1970 Bubonic plague Eastern Europe: 1400–682 Historical analysis Negative
Donadelli et al. 2017 Various epidemic events US: 2003–14 Econometric model Mixed
Duncan-Jones 1996 Antonine plague Mediterranean basin: 98–210 Historical analysis Negative
Easterlin 1995 Various epidemic events World:1801–987 Historical analysis Mixed
Easterlin 1999 Various epidemic events Western Europe: 1541–2000 Historical analysis Mixed
Epstein 2000 Bubonic plague Western Europe: 1346–53 Historical analysis Positive
Evans and Miguel 2007 AIDS Kenyan: 1998–2002 Econometric model Negative
Fawaz et al. 2019 AIDS Asia: 1990–2015 Econometric model Mixed
Fiaschi and Fioroni 2019 Various epidemic events UK: 1541–914 Econometric model Negative
Finkelstein 2004 Hepatitis B, influenza, polio, measles, pertussis US: 1983–99 Econometric model Mixed
Fortson 2011 AIDS Sub-Saharan Africa: 1951–91 Econometric model Negative
Gallup and Sachs 2001 Malaria Mediterranean basin and Caribbean: 1965–90, 1980–96 Econometric model Negative Mixed
Gaffeo 2003 AIDS World: 2001 Theoretical model Negative
Garrett 2008 Spanish flu US: 1890–2000 Historical analysis Negative
Gordon 2016 Various epidemic events US: 1870–940 Econometric model Mixed
Gori et al. 2020 AIDS Sub-Saharan Africa: 1950–2050 Econometric model Mixed
Gustafsson-Wright et al. 2011 AIDS Namibia: 2006 Econometric model Negative
Habyarimana et al. 2010 AIDS Botswana: 2001–6 Econometric model Mixed
Halkos and Zisiadou 2019 Various epidemic events World: 1900–2016 Econometric model Mixed
Harper 2016 Antonine plague, Cyprian plague, Justinian plague Egypt: 1–641 Historical analysis Mixed
Herlihy 1997 Bubonic plague Western Europe: 1348–541 Historical analysis Negative Mixed Positive
Hopkins 1988 Smallpox Global South: 1966–86 Historical analysis Positive
Jinjarak et al. 2021 H3N2 Flu World: 1968–9 Econometric model Negative Negative
Karlsson et al. 2014 Spanish flu Sweden: 1910–30 Econometric model Negative Negative Negative
Keerthiratne and Tol 2017 Various epidemic events World: 1979–2011 Econometric model Mixed
Keogh-Brown et al. 2010 Influenza pandemics UK: 1918, 1955–60, 1967–72, 2006 Econometric model Negative
Keohane 2016 Ebola West Africa: 1997–2015 Historical analysis Positive
Kremer 2000 HIV, malaria, tubercolosis Africa: 1970–2000 Historical analysis Mixed
Lagerlöf 2003 Various epidemic events World: 100–2100 Econometric model Negative
Lee and McKibbin 2004 SARS Asia: 2002–18 Econometric model Mixed
Little 2007 Justinian plague, bubonic plague Mediterranean basis: 541–750 Historical analysis Negative
Lorentzen et al. 2008 Malaria World: 1960–2000 Econometric model Negative Negative
Mahal 2004 AIDS World: 1980–98 Econometric model Mixed Mixed
McCannon and Rodriguez 2019 AIDS Uganda: 2016 Econometric model Negative
McDonald and Roberts 2006 AIDS World: 1960–98 Econometric model Mixed
Meyers and Thomasson 2021 Polio US: 1916, 1940 Econometric model Negative
Mokyr 2010 Various epidemic events Western Europe: 1514–870 Historical analysis Positive
Novella 2018 AIDS Zimbabwe: 2001, 2007–8 Econometric model Negative
Odugbesan and Rjoub 2019 AIDS Sub-Saharan African: 1990–2016 Econometric model Mixed Negative
Odugbesan and Rjoub 2020 AIDS Sub-Saharan African: 1993–2016 Econometric model Negative
Oster 2012 AIDS Africa: 1995–2007 Econometric model Mixed
Pamuk 2007 Bubonic plague Western Europe: 1346–600 Historical analysis Mixed Mixed Mixed
Parman 2015 Spanish flu US: 1910–30, 1960–80 Econometric model Mixed
Robinson and Acemoglu 2012 Bubonic plague Europe: 1346–800 Historical analysis and econometric model Negative
Rodríguez-Caballero and Vera-Valdés 2020 Various epidemic events Italy, Spain, the Netherlands, UK, US: 1270–2019 Econometric model Negative
Ru et al. 2020 SARS World: 2003, 2020 Econometric model Negative
Sarris 2002 Justinian plague Mediterranean basis: 542–628 Historical analysis Negative
Stiglitz and Guzman 2021 COVID-19 US Theoretical model Negative Negative
Voigtländer and Voth 2013 Bubonic plague Western Europe: 1346–800 Econometric model Mixed Positive
Wallace and Ràfols 2018 Avian influenza World: 2003–16 Institutional analysis Positive
Wobst and Arndt 2004 AIDS Tanzania: 1990–2000 Econometric model Negative
Young 2005 AIDS South African: 1995–2005 Econometric model Mixed