Sample distribution
| Panel A: Sample selection | ||||
| All listed firms in A-share market from 2003 to 2020 | 45,406 | |||
| Observations in the financial industry | 1,111 | |||
| ST, ST* and PT observations | 3,217 | |||
| Observations with missing value in control variables | 4,823 | |||
| Missing value in computing the principal component of corporate governance index | 2,209 | |||
| Final observations | 34,046 | |||
| Panel B: Sample distribution by year | ||||
| Year | Number of companies | Number of companies using a Big10 auditor | % | |
| 2003 | 941 | 173 | 0.184 | |
| 2004 | 987 | 195 | 0.198 | |
| 2005 | 998 | 218 | 0.218 | |
| 2006 | 929 | 138 | 0.149 | |
| 2007 | 951 | 164 | 0.172 | |
| 2008 | 884 | 298 | 0.337 | |
| 2009 | 914 | 319 | 0.349 | |
| 2010 | 1,567 | 583 | 0.372 | |
| 2011 | 1,846 | 790 | 0.428 | |
| 2012 | 1,961 | 1,082 | 0.552 | |
| 2013 | 2,130 | 1,311 | 0.615 | |
| 2014 | 2,169 | 1,340 | 0.618 | |
| 2015 | 2,349 | 1,404 | 0.598 | |
| 2016 | 2,653 | 1,609 | 0.606 | |
| 2017 | 2,973 | 1,821 | 0.613 | |
| 2018 | 3,020 | 1,758 | 0.582 | |
| 2019 | 3,194 | 1,927 | 0.603 | |
| 2020 | 3,580 | 2,209 | 0.617 | |
| Total | 34,046 | 17,339 | 0.509 | |
| Panel C: Sample distribution by industry | ||||
| Industry | Number of companies | Number using a Big 10 auditor | % | |
| Agriculture, forestry and fishing | 470 | 157 | 0.334 | |
| Mining | 709 | 391 | 0.551 | |
| Manufacturing | 22,268 | 11,455 | 0.514 | |
| Utility | 1,129 | 567 | 0.502 | |
| Construction | 842 | 401 | 0.476 | |
| Wholesale and retail | 1,809 | 773 | 0.427 | |
| Transportation and warehousing | 1,064 | 615 | 0.578 | |
| Hospitality | 121 | 62 | 0.512 | |
| Information technology | 2,038 | 1,118 | 0.549 | |
| Real estate | 1,491 | 763 | 0.512 | |
| Leasing and business services | 435 | 243 | 0.559 | |
| Scientific research and technology services | 293 | 170 | 0.580 | |
| Water, environment, and public facilities | 383 | 207 | 0.540 | |
| Residential services, repairs and other services | 61 | 10 | 0.164 | |
| Education | 21 | 16 | 0.762 | |
| Health and social work | 59 | 38 | 0.644 | |
| Culture, sports and entertainment | 339 | 184 | 0.543 | |
| Public administration and social work | 514 | 169 | 0.329 | |
| Total | 34,046 | 17,339 | 0.509 | |
| All listed firms in A-share market from 2003 to 2020 | 45,406 | |||
| Observations in the financial industry | 1,111 | |||
| ST, ST* and PT observations | 3,217 | |||
| Observations with missing value in control variables | 4,823 | |||
| Missing value in computing the principal component of corporate governance index | 2,209 | |||
| Final observations | 34,046 | |||
| Year | Number of companies | Number of companies using a Big10 auditor | % | |
| 2003 | 941 | 173 | 0.184 | |
| 2004 | 987 | 195 | 0.198 | |
| 2005 | 998 | 218 | 0.218 | |
| 2006 | 929 | 138 | 0.149 | |
| 2007 | 951 | 164 | 0.172 | |
| 2008 | 884 | 298 | 0.337 | |
| 2009 | 914 | 319 | 0.349 | |
| 2010 | 1,567 | 583 | 0.372 | |
| 2011 | 1,846 | 790 | 0.428 | |
| 2012 | 1,961 | 1,082 | 0.552 | |
| 2013 | 2,130 | 1,311 | 0.615 | |
| 2014 | 2,169 | 1,340 | 0.618 | |
| 2015 | 2,349 | 1,404 | 0.598 | |
| 2016 | 2,653 | 1,609 | 0.606 | |
| 2017 | 2,973 | 1,821 | 0.613 | |
| 2018 | 3,020 | 1,758 | 0.582 | |
| 2019 | 3,194 | 1,927 | 0.603 | |
| 2020 | 3,580 | 2,209 | 0.617 | |
| Total | 34,046 | 17,339 | 0.509 | |
| Industry | Number of companies | Number using a Big 10 auditor | % | |
| Agriculture, forestry and fishing | 470 | 157 | 0.334 | |
| Mining | 709 | 391 | 0.551 | |
| Manufacturing | 22,268 | 11,455 | 0.514 | |
| Utility | 1,129 | 567 | 0.502 | |
| Construction | 842 | 401 | 0.476 | |
| Wholesale and retail | 1,809 | 773 | 0.427 | |
| Transportation and warehousing | 1,064 | 615 | 0.578 | |
| Hospitality | 121 | 62 | 0.512 | |
| Information technology | 2,038 | 1,118 | 0.549 | |
| Real estate | 1,491 | 763 | 0.512 | |
| Leasing and business services | 435 | 243 | 0.559 | |
| Scientific research and technology services | 293 | 170 | 0.580 | |
| Water, environment, and public facilities | 383 | 207 | 0.540 | |
| Residential services, repairs and other services | 61 | 10 | 0.164 | |
| Education | 21 | 16 | 0.762 | |
| Health and social work | 59 | 38 | 0.644 | |
| Culture, sports and entertainment | 339 | 184 | 0.543 | |
| Public administration and social work | 514 | 169 | 0.329 | |
| Total | 34,046 | 17,339 | 0.509 | |
Source(s): Authors’ own work
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