Descriptive statistics.
| Panel A:ETF Sample - Descriptive Statistics | |||||||||
|---|---|---|---|---|---|---|---|---|---|
| Auto Declared Sustainable Strategy | ESG & SRI Strategy | ||||||||
| Mean | Max | Min | St. Dev | Mean | Max | Min | St. Dev | ||
| Returns | 0.005 | 0.140 | -0.154 | 0.058 | 0.001 | 0.140 | -0.154 | 0.018 | |
| Dividend Yield | 1.354 | 11.020 | 0.000 | 1.200 | 1.839 | 11.020 | 0.000 | 1.840 | |
| Age | 90.214 | 116.000 | 2.000 | 41.877 | 34.337 | 116.000 | 0.000 | 33.754 | |
| Size | 0.004 | 3.024 | 1.890 | 0.629 | 4.557 | 5.370 | 0.000 | 1.684 | |
| Panel B: ETF Sample - Asset Type - Descriptive Statistics | |||||||||
| Equity ETF (1) | Bond ETF (2) | (1)–(2) | |||||||
| Mean | Max | Min | St. Dev | Mean | Max | Min | St. Dev | ||
| Returns | 0.006 | 0.139 | -0.153 | 0.045 | 0.001 | 0.039 | -0.020 | 0.007 | 0.005*** |
| Dividend Yield | 1.152 | 11.020 | 0.000 | 1.370 | 0.522 | 3.000 | 0.000 | 1.080 | 0.630*** |
| Age | 30.360 | 116.000 | 0.000 | 38.140 | 18.440 | 93.000 | 2.000 | 26.940 | 11.915*** |
| Size | 2.289 | 5.370 | 0.000 | 1.374 | 2.228 | 5.370 | 0.000 | 1.423 | 0.0610*** |
| Auto Declared Sustainable Strategy | ESG & SRI Strategy | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Mean | Max | Min | St. Dev | Mean | Max | Min | St. Dev | ||
| Returns | 0.005 | 0.140 | -0.154 | 0.058 | 0.001 | 0.140 | -0.154 | 0.018 | |
| Dividend Yield | 1.354 | 11.020 | 0.000 | 1.200 | 1.839 | 11.020 | 0.000 | 1.840 | |
| Age | 90.214 | 116.000 | 2.000 | 41.877 | 34.337 | 116.000 | 0.000 | 33.754 | |
| Size | 0.004 | 3.024 | 1.890 | 0.629 | 4.557 | 5.370 | 0.000 | 1.684 | |
| Equity ETF (1) | Bond ETF (2) | (1)–(2) | |||||||
| Mean | Max | Min | St. Dev | Mean | Max | Min | St. Dev | ||
| Returns | 0.006 | 0.139 | -0.153 | 0.045 | 0.001 | 0.039 | -0.020 | 0.007 | 0.005*** |
| Dividend Yield | 1.152 | 11.020 | 0.000 | 1.370 | 0.522 | 3.000 | 0.000 | 1.080 | 0.630*** |
| Age | 30.360 | 116.000 | 0.000 | 38.140 | 18.440 | 93.000 | 2.000 | 26.940 | 11.915*** |
| Size | 2.289 | 5.370 | 0.000 | 1.374 | 2.228 | 5.370 | 0.000 | 1.423 | 0.0610*** |
| Panel C: Natural Disaster Sample - Descriptive Statistics | |||||||
|---|---|---|---|---|---|---|---|
| Mean | Max | Min | St.Dev | p25 | p75 | p90 | |
| Total deaths | 369 | 222,570 | 1 | 7553 | 5 | 45 | 143 |
| Total affected | 1,058,330 | 134,000,000 | 1 | 6,610,290 | 3562 | 241,734 | 1,498,408 |
| Total damage (’000 US$) | 1,327,812 | 210,000,000 | 2 | 8,679,864 | 20,000 | 600,000 | 2,000,000 |
| Mean | Max | Min | St.Dev | p25 | p75 | p90 | |
|---|---|---|---|---|---|---|---|
| Total deaths | 369 | 222,570 | 1 | 7553 | 5 | 45 | 143 |
| Total affected | 1,058,330 | 134,000,000 | 1 | 6,610,290 | 3562 | 241,734 | 1,498,408 |
| Total damage (’000 US$) | 1,327,812 | 210,000,000 | 2 | 8,679,864 | 20,000 | 600,000 | 2,000,000 |
| Panel D: Natural Disaster Sample - Number of Events and Year of Occurrence | ||||
|---|---|---|---|---|
| Year | Number of events | Total deaths | Total affected | Total damage (USD th) |
| 2009 | 72 | 6122 | 93,140,958 | 30,816,621 |
| 2010 | 69 | 234,722 | 190,618,784 | 106,561,220 |
| 2011 | 74 | 27,619 | 156,417,664 | 338,734,766 |
| 2012 | 95 | 5141 | 70,918,287 | 54,642,271 |
| 2013 | 120 | 17,629 | 76,525,314 | 100,948,787 |
| 2014 | 102 | 3647 | 63,810,290 | 56,517,314 |
| 2015 | 97 | 12,061 | 22,626,002 | 47,287,771 |
| 2016 | 97 | 5412 | 166,371,463 | 102,894,918 |
| 2017 | 110 | 5877 | 71,268,207 | 309,245,094 |
| 2018 | 42 | 5501 | 17,516,849 | 18,169,810 |
| Total | 878 | 323,731 | 929,213,818 | 1,165,818,572 |
| Year | Number of events | Total deaths | Total affected | Total damage (USD th) |
|---|---|---|---|---|
| 2009 | 72 | 6122 | 93,140,958 | 30,816,621 |
| 2010 | 69 | 234,722 | 190,618,784 | 106,561,220 |
| 2011 | 74 | 27,619 | 156,417,664 | 338,734,766 |
| 2012 | 95 | 5141 | 70,918,287 | 54,642,271 |
| 2013 | 120 | 17,629 | 76,525,314 | 100,948,787 |
| 2014 | 102 | 3647 | 63,810,290 | 56,517,314 |
| 2015 | 97 | 12,061 | 22,626,002 | 47,287,771 |
| 2016 | 97 | 5412 | 166,371,463 | 102,894,918 |
| 2017 | 110 | 5877 | 71,268,207 | 309,245,094 |
| 2018 | 42 | 5501 | 17,516,849 | 18,169,810 |
| Total | 878 | 323,731 | 929,213,818 | 1,165,818,572 |
| Panel E: Natural Disaster Sample - Number of Events by Type and Geographical Areas | ||||
| Total deaths | Total affected | Total damage (USD th) | ||
|---|---|---|---|---|
| Africa | ||||
| Flood | 1839 | 12,920,684 | 3,595,715 | |
| Landslide | 1132 | 11,932 | 58,036 | |
| Storm | 565 | 2,045,927 | 1,186,500 | |
| Wildfire | 9 | 5500 | 420,000 | |
| Asia | ||||
| Extreme temperature | 2 | 4,033,472 | 281,000 | |
| Flood | 25,349 | 563,718,762 | 224,589,993 | |
| Landslide | 2473 | 407,394 | 1,687,378 | |
| Mass movement (dry) | 46 | 2 | 8000 | |
| Storm | 17,691 | 198,500,930 | 106,418,416 | |
| Volcanic activity | 39 | 115,160 | 186,000 | |
| Wildfire | 233 | 32,259 | 2,271,000 | |
| Europe | ||||
| Flood | 641 | 2,879,505 | 34,515,728 | |
| Storm | 148 | 543,789 | 10,103,875 | |
| Wildfire | 142 | 10,613 | 1,025,820 | |
| North America | ||||
| Flood | 158 | 376,518 | 30,417,000 | |
| Landslide | 64 | 1516 | 870,000 | |
| Storm | 1257 | 86,531,196 | 243,976,000 | |
| Wildfire | 94 | 51,116 | 22,497,000 | |
| South America | ||||
| Extreme temperature | 3 | 120,000 | 500,000 | |
| Flood | 2827 | 8,995,016 | 12,190,716 | |
| Landslide | 904 | 130,080 | 967,000 | |
| Storm | 1744 | 15,593,221 | 107,063,252 | |
| Wildfire | 24 | 19,705 | 784,000 | |
| Total | 323,731 | 929,213,818 | 1,165,818,572 | |
| Total deaths | Total affected | Total damage (USD th) | ||
|---|---|---|---|---|
| Flood | 1839 | 12,920,684 | 3,595,715 | |
| Landslide | 1132 | 11,932 | 58,036 | |
| Storm | 565 | 2,045,927 | 1,186,500 | |
| Wildfire | 9 | 5500 | 420,000 | |
| Extreme temperature | 2 | 4,033,472 | 281,000 | |
| Flood | 25,349 | 563,718,762 | 224,589,993 | |
| Landslide | 2473 | 407,394 | 1,687,378 | |
| Mass movement (dry) | 46 | 2 | 8000 | |
| Storm | 17,691 | 198,500,930 | 106,418,416 | |
| Volcanic activity | 39 | 115,160 | 186,000 | |
| Wildfire | 233 | 32,259 | 2,271,000 | |
| Flood | 641 | 2,879,505 | 34,515,728 | |
| Storm | 148 | 543,789 | 10,103,875 | |
| Wildfire | 142 | 10,613 | 1,025,820 | |
| Flood | 158 | 376,518 | 30,417,000 | |
| Landslide | 64 | 1516 | 870,000 | |
| Storm | 1257 | 86,531,196 | 243,976,000 | |
| Wildfire | 94 | 51,116 | 22,497,000 | |
| Extreme temperature | 3 | 120,000 | 500,000 | |
| Flood | 2827 | 8,995,016 | 12,190,716 | |
| Landslide | 904 | 130,080 | 967,000 | |
| Storm | 1744 | 15,593,221 | 107,063,252 | |
| Wildfire | 24 | 19,705 | 784,000 | |
| 323,731 | 929,213,818 | 1,165,818,572 | ||
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