Sample selection
| Panel A: sample | Observations |
|---|---|
| Over the years 2006–2018 | 139,054 |
| Less: non-availability of investment opportunity data | (70,722) |
| Less: non-availability of firm performance data | (14,600) |
| Less: non-availability of control variables | (17,547) |
| Final sample | 36,185 |
| Panel A: sample | Observations |
|---|---|
| Over the years 2006–2018 | 139,054 |
| Less: non-availability of investment opportunity data | (70,722) |
| Less: non-availability of firm performance data | (14,600) |
| Less: non-availability of control variables | |
| Panel B: industry distribution | Observations | % |
|---|---|---|
| Basic metals | 1,085 | 3.00 |
| Chemicals and chemical products | 3,096 | 8.56 |
| Construction | 81 | 0.22 |
| Electricity, gas, and water | 2 | 0.01 |
| Electronics | 1,295 | 3.58 |
| Fabricated metal products | 2,963 | 8.19 |
| Food | 6,905 | 19.08 |
| Furniture | 1,877 | 5.19 |
| Garments | 4,303 | 11.89 |
| Hotels and restaurants | 18 | 0.05 |
| Information technology | 12 | 0.03 |
| Leather | 969 | 2.68 |
| Machinery and equipment | 2,096 | 5.79 |
| Mining and quarrying | 11 | 0.03 |
| Motor vehicles | 724 | 2.00 |
| Non-metallic mineral products | 2,411 | 6.66 |
| Other services | 4 | 0.01 |
| Paper | 525 | 1.45 |
| Publishing | 1,111 | 3.07 |
| Recycling | 84 | 0.23 |
| Refined petroleum | 77 | 0.21 |
| Retail | 117 | 0.32 |
| Rubber and plastics products | 2,329 | 6.44 |
| Textiles | 2,734 | 7.56 |
| Tobacco | 138 | 0.38 |
| Transport | 19 | 0.05 |
| Transport equipment | 96 | 0.27 |
| Wholesale | 110 | 0.30 |
| Wood | 993 | 2.74 |
| Total | 36,185 | 100 |
| Panel B: industry distribution | Observations | % |
|---|---|---|
| Basic metals | 1,085 | 3.00 |
| Chemicals and chemical products | 3,096 | 8.56 |
| Construction | 81 | 0.22 |
| Electricity, gas, and water | 2 | 0.01 |
| Electronics | 1,295 | 3.58 |
| Fabricated metal products | 2,963 | 8.19 |
| Food | 6,905 | 19.08 |
| Furniture | 1,877 | 5.19 |
| Garments | 4,303 | 11.89 |
| Hotels and restaurants | 18 | 0.05 |
| Information technology | 12 | 0.03 |
| Leather | 969 | 2.68 |
| Machinery and equipment | 2,096 | 5.79 |
| Mining and quarrying | 11 | 0.03 |
| Motor vehicles | 724 | 2.00 |
| Non-metallic mineral products | 2,411 | 6.66 |
| Other services | 4 | 0.01 |
| Paper | 525 | 1.45 |
| Publishing | 1,111 | 3.07 |
| Recycling | 84 | 0.23 |
| Refined petroleum | 77 | 0.21 |
| Retail | 117 | 0.32 |
| Rubber and plastics products | 2,329 | 6.44 |
| Textiles | 2,734 | 7.56 |
| Tobacco | 138 | 0.38 |
| Transport | 19 | 0.05 |
| Transport equipment | 96 | 0.27 |
| Wholesale | 110 | 0.30 |
| Wood | ||
| Panel C: year-wise distribution | ||
|---|---|---|
| 2006 | 4,601 | 12.72 |
| 2007 | 4,001 | 11.06 |
| 2008 | 620 | 1.71 |
| 2009 | 1,857 | 5.13 |
| 2010 | 4,251 | 11.75 |
| 2011 | 1,181 | 3.26 |
| 2012 | 3,031 | 8.38 |
| 2013 | 4,659 | 12.88 |
| 2014 | 5,965 | 16.48 |
| 2015 | 1,839 | 5.08 |
| 2016 | 2,126 | 5.88 |
| 2017 | 1,765 | 4.88 |
| 2018 | 289 | 0.80 |
| Total | 36,185 | 100 |
| Panel C: year-wise distribution | ||
|---|---|---|
| 2006 | 4,601 | 12.72 |
| 2007 | 4,001 | 11.06 |
| 2008 | 620 | 1.71 |
| 2009 | 1,857 | 5.13 |
| 2010 | 4,251 | 11.75 |
| 2011 | 1,181 | 3.26 |
| 2012 | 3,031 | 8.38 |
| 2013 | 4,659 | 12.88 |
| 2014 | 5,965 | 16.48 |
| 2015 | 1,839 | 5.08 |
| 2016 | 2,126 | 5.88 |
| 2017 | 1,765 | 4.88 |
| 2018 | ||
| Panel D: country-wise distribution | ||||||||
|---|---|---|---|---|---|---|---|---|
| Country | N | % | Country | N | % | Country | N | % |
| Afghanistan | 64 | 0.18 | Hungary | 25 | 0.07 | Philippines | 825 | 2.28 |
| Angola | 124 | 0.34 | Indonesia | 1,435 | 3.97 | Papua New Guinea | 21 | 0.06 |
| Albania | 46 | 0.13 | India | 5,241 | 14.48 | Poland | 81 | 0.22 |
| Argentina | 1,086 | 3.00 | Iraq | 314 | 0.87 | Paraguay | 199 | 0.55 |
| Armenia | 62 | 0.17 | Israel | 158 | 0.44 | Palestine | 62 | 0.17 |
| Azerbaijan | 36 | 0.10 | Jamaica | 29 | 0.08 | Romania | 106 | 0.29 |
| Burundi | 126 | 0.35 | Jordan | 207 | 0.57 | Russia | 553 | 1.53 |
| Benin | 55 | 0.15 | Kazakhstan | 69 | 0.19 | Rwanda | 43 | 0.12 |
| Bangladesh | 1,677 | 4.63 | Kenya | 617 | 1.71 | Sudan | 14 | 0.04 |
| Bulgaria | 391 | 1.08 | Kyrgyzstan | 48 | 0.13 | Senegal | 323 | 0.89 |
| Bosnia and Herzegovina | 85 | 0.23 | Cambodia | 79 | 0.22 | Slovenia | 13 | 0.04 |
| Belarus | 65 | 0.18 | Lao PDR | 79 | 0.22 | Sierra Leone | 53 | 0.15 |
| Bolivia | 256 | 0.71 | Lebanon | 120 | 0.33 | El Salvador | 568 | 1.57 |
| Brazil | 620 | 1.71 | Liberia | 59 | 0.16 | Serbia | 56 | 0.15 |
| Bhutan | 60 | 0.17 | Sri Lanka | 249 | 0.69 | South Sudan | 31 | 0.09 |
| Botswana | 76 | 0.21 | Lesotho | 45 | 0.12 | Slovakia | 39 | 0.11 |
| Chile | 947 | 2.62 | Lithuania | 54 | 0.15 | Slovenia | 64 | 0.18 |
| China | 1,174 | 3.24 | Latvia | 28 | 0.08 | Swaziland | 76 | 0.21 |
| Côte d'Ivoire | 48 | 0.13 | Morocco | 79 | 0.22 | Chad | 55 | 0.15 |
| Cameroon | 51 | 0.14 | Moldova | 53 | 0.15 | Togo | 33 | 0.09 |
| Congo | 224 | 0.62 | Mexico | 1,566 | 4.33 | Thailand | 417 | 1.15 |
| Colombia | 1,276 | 3.53 | Macedonia | 93 | 0.26 | Tajikistan | 37 | 0.10 |
| Costa Rica | 165 | 0.46 | Mali | 294 | 0.81 | Timor-Leste | 44 | 0.12 |
| Czech Republic | 70 | 0.19 | Myanmar | 511 | 1.41 | Trinidad and Tobago | 84 | 0.23 |
| Djibouti | 6 | 0.02 | Montenegro | 18 | 0.05 | Tunisia | 193 | 0.53 |
| Dominica | 107 | 0.30 | Mongolia | 77 | 0.21 | Turkey | 485 | 1.34 |
| Ecuador | 369 | 1.02 | Mozambique | 289 | 0.8 | Tanzania | 347 | 0.96 |
| Egypt | 1,759 | 4.86 | Mauritania | 76 | 0.21 | Uganda | 328 | 0.91 |
| Estonia | 38 | 0.11 | Malawi | 81 | 0.22 | Ukraine | 37 | 0.10 |
| Ethiopia | 326 | 0.90 | Malaysia | 231 | 0.64 | Kosovo | 41 | 0.11 |
| Georgia | 63 | 0.17 | Namibia | 91 | 0.25 | Uruguay | 311 | 0.86 |
| Ghana | 392 | 1.08 | Niger | 10 | 0.03 | Uzbekistan | 65 | 0.18 |
| Guinea | 108 | 0.30 | Nigeria | 380 | 1.05 | Venezuela | 33 | 0.09 |
| Gambia | 20 | 0.06 | Nicaragua | 397 | 1.10 | Vietnam | 660 | 1.82 |
| Guinea-Bissau | 29 | 0.08 | Nepal | 319 | 0.88 | Yemen | 164 | 0.45 |
| Guatemala | 499 | 1.38 | Pakistan | 697 | 1.93 | South Africa | 595 | 1.64 |
| Honduras | 270 | 0.75 | Panama | 134 | 0.37 | Zambia | 441 | 1.22 |
| Croatia | 265 | 0.73 | Peru | 1,139 | 3.15 | Zimbabwe | 262 | 0.72 |
| Total | 36,185 | 100 | ||||||
| Panel D: country-wise distribution | ||||||||
|---|---|---|---|---|---|---|---|---|
| Country | % | Country | % | Country | % | |||
| Afghanistan | 64 | 0.18 | Hungary | 25 | 0.07 | Philippines | 825 | 2.28 |
| Angola | 124 | 0.34 | Indonesia | 1,435 | 3.97 | Papua New Guinea | 21 | 0.06 |
| Albania | 46 | 0.13 | India | 5,241 | 14.48 | Poland | 81 | 0.22 |
| Argentina | 1,086 | 3.00 | Iraq | 314 | 0.87 | Paraguay | 199 | 0.55 |
| Armenia | 62 | 0.17 | Israel | 158 | 0.44 | Palestine | 62 | 0.17 |
| Azerbaijan | 36 | 0.10 | Jamaica | 29 | 0.08 | Romania | 106 | 0.29 |
| Burundi | 126 | 0.35 | Jordan | 207 | 0.57 | Russia | 553 | 1.53 |
| Benin | 55 | 0.15 | Kazakhstan | 69 | 0.19 | Rwanda | 43 | 0.12 |
| Bangladesh | 1,677 | 4.63 | Kenya | 617 | 1.71 | Sudan | 14 | 0.04 |
| Bulgaria | 391 | 1.08 | Kyrgyzstan | 48 | 0.13 | Senegal | 323 | 0.89 |
| Bosnia and Herzegovina | 85 | 0.23 | Cambodia | 79 | 0.22 | Slovenia | 13 | 0.04 |
| Belarus | 65 | 0.18 | Lao PDR | 79 | 0.22 | Sierra Leone | 53 | 0.15 |
| Bolivia | 256 | 0.71 | Lebanon | 120 | 0.33 | El Salvador | 568 | 1.57 |
| Brazil | 620 | 1.71 | Liberia | 59 | 0.16 | Serbia | 56 | 0.15 |
| Bhutan | 60 | 0.17 | Sri Lanka | 249 | 0.69 | South Sudan | 31 | 0.09 |
| Botswana | 76 | 0.21 | Lesotho | 45 | 0.12 | Slovakia | 39 | 0.11 |
| Chile | 947 | 2.62 | Lithuania | 54 | 0.15 | Slovenia | 64 | 0.18 |
| China | 1,174 | 3.24 | Latvia | 28 | 0.08 | Swaziland | 76 | 0.21 |
| Côte d'Ivoire | 48 | 0.13 | Morocco | 79 | 0.22 | Chad | 55 | 0.15 |
| Cameroon | 51 | 0.14 | Moldova | 53 | 0.15 | Togo | 33 | 0.09 |
| Congo | 224 | 0.62 | Mexico | 1,566 | 4.33 | Thailand | 417 | 1.15 |
| Colombia | 1,276 | 3.53 | Macedonia | 93 | 0.26 | Tajikistan | 37 | 0.10 |
| Costa Rica | 165 | 0.46 | Mali | 294 | 0.81 | Timor-Leste | 44 | 0.12 |
| Czech Republic | 70 | 0.19 | Myanmar | 511 | 1.41 | Trinidad and Tobago | 84 | 0.23 |
| Djibouti | 6 | 0.02 | Montenegro | 18 | 0.05 | Tunisia | 193 | 0.53 |
| Dominica | 107 | 0.30 | Mongolia | 77 | 0.21 | Turkey | 485 | 1.34 |
| Ecuador | 369 | 1.02 | Mozambique | 289 | 0.8 | Tanzania | 347 | 0.96 |
| Egypt | 1,759 | 4.86 | Mauritania | 76 | 0.21 | Uganda | 328 | 0.91 |
| Estonia | 38 | 0.11 | Malawi | 81 | 0.22 | Ukraine | 37 | 0.10 |
| Ethiopia | 326 | 0.90 | Malaysia | 231 | 0.64 | Kosovo | 41 | 0.11 |
| Georgia | 63 | 0.17 | Namibia | 91 | 0.25 | Uruguay | 311 | 0.86 |
| Ghana | 392 | 1.08 | Niger | 10 | 0.03 | Uzbekistan | 65 | 0.18 |
| Guinea | 108 | 0.30 | Nigeria | 380 | 1.05 | Venezuela | 33 | 0.09 |
| Gambia | 20 | 0.06 | Nicaragua | 397 | 1.10 | Vietnam | 660 | 1.82 |
| Guinea-Bissau | 29 | 0.08 | Nepal | 319 | 0.88 | Yemen | 164 | 0.45 |
| Guatemala | 499 | 1.38 | Pakistan | 697 | 1.93 | South Africa | 595 | 1.64 |
| Honduras | 270 | 0.75 | Panama | 134 | 0.37 | Zambia | 441 | 1.22 |
| Croatia | 265 | 0.73 | Peru | 1,139 | 3.15 | Zimbabwe | ||
Source(s): Authors’ own work
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