Sample formation and description of the study
| Panel A | |||
| Initial sample | 59,182 | ||
| (-) Year 2005 and earlier | 3,707 | ||
| Final sample | 55,475 | ||
| Initial sample | 59,182 | ||
| (-) Year 2005 and earlier | 3,707 | ||
| Final sample | 55,475 | ||
| Panel B | |||
| Variable | Categories | Frequency | % |
| Sectors | Basic materials | 5,702 | 10.28 |
| Consumer cyclicals | 8,029 | 14.47 | |
| Consumer noncyclicals | 3,827 | 6.90 | |
| Energy | 3,792 | 6.84 | |
| Financials | 12,556 | 22.63 | |
| Healthcare | 3,948 | 7.12 | |
| Industrials | 8,946 | 16.13 | |
| Technology | 4,889 | 8.81 | |
| Telecommunications services | 1,454 | 2.62 | |
| Utilities | 2,332 | 4.20 | |
| Total | 55,475 | 100 | |
| Year | 2006 | 1,640 | 2.96 |
| 2007 | 1,776 | 3.20 | |
| 2008 | 2,061 | 3.72 | |
| 2009 | 2,480 | 4.47 | |
| 2010 | 2,892 | 5.21 | |
| 2011 | 3,284 | 5.92 | |
| 2012 | 3,454 | 6.23 | |
| 2013 | 3,590 | 6.47 | |
| 2014 | 3,786 | 6.82 | |
| 2015 | 4,469 | 8.06 | |
| 2016 | 5,383 | 9.70 | |
| 2017 | 6,120 | 11.03 | |
| 2018 | 6,838 | 12.33 | |
| 2019 | 7,702 | 13.88 | |
| Total | 55,475 | 100.00 |
| Variable | Categories | Frequency | % |
| Sectors | Basic materials | 5,702 | 10.28 |
| Consumer cyclicals | 8,029 | 14.47 | |
| Consumer noncyclicals | 3,827 | 6.90 | |
| Energy | 3,792 | 6.84 | |
| Financials | 12,556 | 22.63 | |
| Healthcare | 3,948 | 7.12 | |
| Industrials | 8,946 | 16.13 | |
| Technology | 4,889 | 8.81 | |
| Telecommunications services | 1,454 | 2.62 | |
| Utilities | 2,332 | 4.20 | |
| Year | 2006 | 1,640 | 2.96 |
| 2007 | 1,776 | 3.20 | |
| 2008 | 2,061 | 3.72 | |
| 2009 | 2,480 | 4.47 | |
| 2010 | 2,892 | 5.21 | |
| 2011 | 3,284 | 5.92 | |
| 2012 | 3,454 | 6.23 | |
| 2013 | 3,590 | 6.47 | |
| 2014 | 3,786 | 6.82 | |
| 2015 | 4,469 | 8.06 | |
| 2016 | 5,383 | 9.70 | |
| 2017 | 6,120 | 11.03 | |
| 2018 | 6,838 | 12.33 | |
| 2019 | 7,702 | 13.88 | |
Source(s): Authors’ own work
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