Previous empirical findings on the causal relationship between exports and economic growth in both developed and developing countries
| Author (Year) | Region/Countries | Study period | Causality |
|---|---|---|---|
| Studies in favour of export-led growth [i.e. Exports Granger-cause economic growth] | |||
| Boame (1998) | Ghana | 1960 to 1992 | Exports →Y |
| El-Sakka and Al-Mutairi (2000) | Arab countries | 1970 to 1999 | Exports →Y (Iraq, Morocco, Saudi Arabia and Syria) |
| Fountas (2000) | Ireland | 1950 to 1990 | Exports →Y |
| Awokuse (2003) | Canada | 1961:1 to 2000:4 | Exports →Y |
| Shirazi and Manap (2004) | Pakistan | 1960 to 2003 | Exports →Y |
| Shirazi and Manap (2005) | five South Asian countries | Pakistan: 1960–2003 India: 1960–2002 Bangladesh: 1973–2002 Sri Lanka: 1960–2002 Nepal: 1975–2003 | Exports →Y (Pakistan) |
| Siliverstovs and Herzer (2006) | Chile | 1960 to 2001 | Exports →Y |
| Jordaan and Eita (2007) | Namibia | 1970 to 2005 | Exports →Y |
| Narayan et al. (2007) | Papua New Guinea and Fiji | Papua New Guinea: 1961–1999 Fiji: 1960–2001 | Exports →Y Fiji: Long-run Papua New Guinea: Short-run |
| Dash (2009) | India | (1992[Q1 to 2007[Q4]) | Exports →Y |
| Rangasamy (2009) | South Africa | 1960q1 to 2007q3 | Exports →Y |
| Uddin et al. (2010) | Bhutan | 1980 to 2005 | Exports →Y |
| Ramona et al. (2010) | Romania | 1999 Q1 to 2009 Q4 | Exports →Y |
| Samad (2011) | Algeria | 1960 to 2005 | Exports →Y |
| Saad (2012) | Lebanon | 1970 to 2010 | Exports →Y |
| Tsaurai and Odhiambo (2012) | Zimbabwe | 1980 and 2010 | Exports →Y |
| Dritsaki (2013) | Greece | 1960 to 2011 | Exports →Y |
| Abdulkarim (2014) | Saudi Arabia | 1968 to 2011 | Exports →Y |
| Bilas et al. (2015) | Croatia | 1996 to 2012 | Exports →Y |
| Ee (2016) | Selected SSA countries | 1985 to 2014 | Exports →Y |
| Ahmad et al. (2018) | ASEAN5 economies | 1981 to 2013 | Exports →Y |
| Ali and Li (2018) | China and Pakistan | 1980 to 2015 | Exports →Y |
| Dinç and Gökmen (2019) | Brazil | 1960 to 2017 | Exports →Y (in the short run) |
| Kalaitzi and Chamberlain (2020) | The UAE | 1975 to 2012 | Exports →Y (in the short run) |
| Kim et al. (2019) | Myanmar | 1981 to 2015 | Exports →Y |
| Shakeel and Ahmed (2020) | A panel of five South Asian countries | 1980 to 2014 | Exports →Y (in the long run) |
| B: Studies in favour of growth-led export [i.e. Economic growth Granger-causes exports] | |||
| Oxley (1993) | Portugal | 1865–1985 | Y →Exports |
| Ahmad and Harnhirun (1996) | ASEAN Countries | 1966 through 1988 | Y →Exports |
| Henriques and Sadorsky (1996) | Canada | 1870 to 1991 | Y →Exports |
| Baharumshah and Rashid (1999) | Malaysia | 1970:1 to 1994:4 | Y →Exports |
| El-Sakka and Al-Mutairi (2000) | Arab countries | 1970 to 1999 | Y →Exports (the UAE) |
| Hatemi-J and Irandoust (2000) | Nordic economies | Denmark: 1977.1–1996.1 Finland: 1975.1–1994.4 Norway: 1975.1–1996.1 Sweden: 1980.1–1995.2 | Y →Exports (for the case of Denmark) |
| Panas and Vamvoukas (2002) | Greece | 1948–1997 | Y →Exports (in the long run) |
| Shan and Tian (2002) | Shanghai | 1990(1) to 1996(12) | Y →Exports |
| Reppas and Christopoulos (2005) | A sample of 22 less developed Asian and African countries | 1969 to 1999 | Y →Exports |
| Cetintas and Barisik (2009) | 13 transition economies | 1995:2 to 2006:4 | Y →Exports |
| Abbas (2012) | Pakistan | 1975 to 2010 | Y →Exports |
| Igbal et al. (2012) | Pakistan | 1970 to 2009 | Y →Exports |
| Shihab et al. (2014) | Jordan | 2000 to 2012 | Y →Exports |
| Bonga et al. (2015) | Zimbabwe | 1975 to 2013 | Y →Exports |
| Gokmenoglu et al. (2015) | Costa Rica | 1980 to 2013 | Y →Exports |
| Popovici and Călin (2016) | Romania | Quarterly data, 2001 to 2015 | Y →Exports |
| Kalaitzi and Cleeve (2018) | The UAE | 1981–2012 | Y →Exports (in the long run) |
| C: Studies in favour of bidirectional causality between exports and economic growth [i.e. exports and economic growth Granger-cause each other] | |||
| Kwan and Cotsomitis (1991) | China | 1952 to 1985 | Exports ↔Y (for the period 1952–1985) |
| Bahmani-Oskooee and Janardhanan (1993) | LDCs | 1973I to 1988IV | Exports ↔Y (in almost all countries in the sample) |
| Shan and Sun (1998) | China | 1987 to 1996 | Exports ↔Y |
| El-Sakka and Al-Mutairi (2000) | Arab countries | 1970 to 1999 | Exports ↔Y(Algeria, Bahrain, Egypt, Jordan, Mauritania and Oman |
| Wernerheim (2000) | Canada | 1947 to 96 | Exports ↔Y |
| Abdulnasser (2002) | Japan | 1966:01 to 1999:01 | Exports ↔Y |
| Hatemi-J and Irandoust (2000) | Nordic economies | Denmark: 1977.1–1996.1 Finland: 1975.1–1994.4 Norway: 1975.1–1996.1 Sweden: 1980.1–1995.2 | Exports ↔Y (for the case of Finland, Norway and Sweden) |
| Awokuse (2005) | Korea | 1963 to 2001 | Exports ↔Y |
| Shirazi and Manap (2005) | five South Asian countries | Pakistan: 1960–2003 India: 1960–2002 Bangladesh: 1973–2002 Sri Lanka: 1960–2002 Nepal: 1975–2003 | Exports ↔Y (Bangladesh and Nepal) |
| Jordaan and Eita (2009) | Botswana | 1996.1 to 2007.4 | Exports ↔Y |
| Elbeydi et al. (2010) | Libya | 1980 to 2007 | Exports ↔Y |
| Tsen (2010) | China | 1978 to 2002 | Exports ↔Y |
| Rahmaddi and Ichihashi (2011) | Indonesia | 1971 to 2008 | Exports ↔Y |
| Sallem and Sial (2015) | Pakistan | 1973 to 2013 | Exports ↔Y |
| Sunde (2017) | South Africa | 1990 to 2014 | Exports ↔Y |
| Guntukula (2018) | India | April 2005 to March 2017 | Exports ↔Y |
| Kalaitzi and Cleeve (2018) | The UAE | 1981–2012 | Exports ↔Y (in the short run) |
| Dinç and Gökmen (2019) | Brazil | 1960–2017 | Exports ↔Y (in the long run) |
| Shakeel and Ahmed (2020) | A panel of five South Asian countries | 1980 to 2014 | Exports ↔Y (in the short run) |
| D: Studies in favour of neutrality hypothesis [i.e. No causality between exports and economic growth] | |||
| Ahmad and Kwan (1991) | 47 African Countries | 1981 to 1987 | Exports ≠Y |
| Jin and Yu (1996) | US economy | 1959:1 to 1992:3 | Exports ≠Y |
| Abdulnasser and Manucher (2000) | Greece, Ireland, Mexico, Portugal and Turkey | 1960 to 1997 | Exports ≠Y (for Greece and Turkey) |
| Ahmed et al. (2000) | Four South Asian (Bangladesh, India, Pakistan and Sri Lanka) | 1970 to 1997 | Exports ≠Y (for the case of Bangladesh, Pakistan and Sri Lanka) |
| El-Sakka and Al-Mutairi (2000) | Arab countries | 1970 to 1999 | Exports ≠Y (Kuwait, Libya, Qatar, Sudan and Tunis) |
| Tang (2006) | China | 1970 to 2001 | Exports ≠Y |
| Shirazi and Manap (2005) | five South Asian countries | Pakistan:1960–2003 India: 1960–2002 Bangladesh: 1973–2002 Sri Lanka: 1960–2002 Nepal: 1975–2003 | Exports ≠Y (Sri Lanka and India) |
| Kalaitzi and Chamberlain (2020) | The UAE | 1975 to 2012 | Exports ≠Y (in the long run) |
| Author (Year) | Region/Countries | Study period | Causality |
|---|---|---|---|
| Ghana | 1960 to 1992 | Exports →Y | |
| Arab countries | 1970 to 1999 | Exports →Y (Iraq, Morocco, Saudi Arabia and Syria) | |
| Ireland | 1950 to 1990 | Exports →Y | |
| Canada | 1961:1 to 2000:4 | Exports →Y | |
| Pakistan | 1960 to 2003 | Exports →Y | |
| five South Asian countries | Pakistan: 1960–2003 | Exports →Y (Pakistan) | |
| Chile | 1960 to 2001 | Exports →Y | |
| Namibia | 1970 to 2005 | Exports →Y | |
| Papua New Guinea and Fiji | Papua New Guinea: 1961–1999 | Exports →Y | |
| India | (1992[Q1 to 2007[Q4]) | Exports →Y | |
| South Africa | 1960q1 to 2007q3 | Exports →Y | |
| Bhutan | 1980 to 2005 | Exports →Y | |
| Romania | 1999 Q1 to 2009 Q4 | Exports →Y | |
| Algeria | 1960 to 2005 | Exports →Y | |
| Lebanon | 1970 to 2010 | Exports →Y | |
| Zimbabwe | 1980 and 2010 | Exports →Y | |
| Greece | 1960 to 2011 | Exports →Y | |
| Saudi Arabia | 1968 to 2011 | Exports →Y | |
| Croatia | 1996 to 2012 | Exports →Y | |
| Selected SSA countries | 1985 to 2014 | Exports →Y | |
| ASEAN5 economies | 1981 to 2013 | Exports →Y | |
| China and Pakistan | 1980 to 2015 | Exports →Y | |
| Brazil | 1960 to 2017 | Exports →Y (in the short run) | |
| The UAE | 1975 to 2012 | Exports →Y (in the short run) | |
| Myanmar | 1981 to 2015 | Exports →Y | |
| A panel of five South Asian countries | 1980 to 2014 | Exports →Y (in the long run) | |
| Portugal | 1865–1985 | Y →Exports | |
| ASEAN Countries | 1966 through 1988 | Y →Exports | |
| Canada | 1870 to 1991 | Y →Exports | |
| Malaysia | 1970:1 to 1994:4 | Y →Exports | |
| Arab countries | 1970 to 1999 | Y →Exports (the UAE) | |
| Nordic economies | Denmark: 1977.1–1996.1 | Y →Exports (for the case of Denmark) | |
| Greece | 1948–1997 | Y →Exports (in the long run) | |
| Shanghai | 1990(1) to 1996(12) | Y →Exports | |
| A sample of 22 less developed Asian and African countries | 1969 to 1999 | Y →Exports | |
| 13 transition economies | 1995:2 to 2006:4 | Y →Exports | |
| Pakistan | 1975 to 2010 | Y →Exports | |
| Pakistan | 1970 to 2009 | Y →Exports | |
| Jordan | 2000 to 2012 | Y →Exports | |
| Zimbabwe | 1975 to 2013 | Y →Exports | |
| Costa Rica | 1980 to 2013 | Y →Exports | |
| Romania | Quarterly data, 2001 to 2015 | Y →Exports | |
| The UAE | 1981–2012 | Y →Exports (in the long run) | |
| China | 1952 to 1985 | Exports ↔Y (for the period 1952–1985) | |
| LDCs | 1973I to 1988IV | Exports ↔Y (in almost all countries in the sample) | |
| China | 1987 to 1996 | Exports ↔Y | |
| Arab countries | 1970 to 1999 | Exports ↔Y(Algeria, Bahrain, Egypt, Jordan, Mauritania and Oman | |
| Canada | 1947 to 96 | Exports ↔Y | |
| Japan | 1966:01 to 1999:01 | Exports ↔Y | |
| Nordic economies | Denmark: 1977.1–1996.1 | Exports ↔Y (for the case of Finland, Norway and Sweden) | |
| Korea | 1963 to 2001 | Exports ↔Y | |
| five South Asian countries | Pakistan: 1960–2003 | Exports ↔Y (Bangladesh and Nepal) | |
| Botswana | 1996.1 to 2007.4 | Exports ↔Y | |
| Libya | 1980 to 2007 | Exports ↔Y | |
| China | 1978 to 2002 | Exports ↔Y | |
| Indonesia | 1971 to 2008 | Exports ↔Y | |
| Pakistan | 1973 to 2013 | Exports ↔Y | |
| South Africa | 1990 to 2014 | Exports ↔Y | |
| India | April 2005 to March 2017 | Exports ↔Y | |
| The UAE | 1981–2012 | Exports ↔Y (in the short run) | |
| Brazil | 1960–2017 | Exports ↔Y (in the long run) | |
| A panel of five South Asian countries | 1980 to 2014 | Exports ↔Y (in the short run) | |
| 47 African Countries | 1981 to 1987 | Exports ≠Y | |
| US economy | 1959:1 to 1992:3 | Exports ≠Y | |
| Greece, Ireland, Mexico, Portugal and Turkey | 1960 to 1997 | Exports ≠Y (for Greece and Turkey) | |
| Four South Asian (Bangladesh, India, Pakistan and Sri Lanka) | 1970 to 1997 | Exports ≠Y (for the case of Bangladesh, Pakistan and Sri Lanka) | |
| Arab countries | 1970 to 1999 | Exports ≠Y (Kuwait, Libya, Qatar, Sudan and Tunis) | |
| China | 1970 to 2001 | Exports ≠Y | |
| five South Asian countries | Pakistan:1960–2003 | Exports ≠Y (Sri Lanka and India) | |
| The UAE | 1975 to 2012 | Exports ≠Y (in the long run) | |
Note(s): Exports →Y means exports cause economic growth; Y→ Exports means economic growth causes exports; Exports ↔Y means there is bidirectional causality between exports and economic growth; and Exports ≠Y means there is no causality between exports and economic growth
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