Sample selection, description and distribution
| Descriptions | N | ||
|---|---|---|---|
| Panel A: Sample selection by country | |||
| Worldwide countries in Nationsline | 195 | ||
| Less: countries not in WorldScope and Compustat Global databases | (33) | ||
| Less: countries without information on net zero emission target commitment in Energy & Climate Intelligence Unit | (35) | ||
| Less: USA | (1) | ||
| Total countries with information on net zero | 126 | ||
| Total number of countries in the main sample | 71 | ||
| Panel B: Sample selection by firm for real earnings management model | |||
| Firms covered in WorldScope and Compustat Global database from 2011 to 2021 | 650,748 | ||
| Less: firms with missing observations on data for real earnings management measures and related control variables | 368,575 | ||
| Less: firms in the financial sector | 32,462 | ||
| Final sample for real earnings management model | 249,711 | ||
| Descriptions | |||
|---|---|---|---|
| Worldwide countries in Nationsline | 195 | ||
| Less: countries not in WorldScope and Compustat Global databases | (33) | ||
| Less: countries without information on net zero emission target commitment in Energy & Climate Intelligence Unit | (35) | ||
| Less: | (1) | ||
| Firms covered in WorldScope and Compustat Global database from 2011 to 2021 | 650,748 | ||
| Less: firms with missing observations on data for real earnings management measures and related control variables | 368,575 | ||
| Less: firms in the financial sector | 32,462 | ||
| Panel C: Sample distribution by industry, country and year | |||
| Industry distribution | |||
| No. | Industry name | Industry sample | Industry % of total |
| 1 | Business services | 27,925 | 11.18 |
| 2 | Machinery | 12,558 | 5.03 |
| 3 | Chemicals | 12,456 | 4.99 |
| 4 | Food products | 11,821 | 4.73 |
| 5 | Wholesale | 11,353 | 4.55 |
| 6 | Electronic equipment | 10,646 | 4.26 |
| 7 | Pharmaceutical products | 10,584 | 4.24 |
| 8 | Construction materials | 9,924 | 3.97 |
| 9 | Steel works | 9,372 | 3.75 |
| 10 | Retail | 9,179 | 3.68 |
| All others | 123,893 | 49.61 | |
| Total | 249,711 | 100 | |
| No. | Industry name | Industry sample | Industry % of total |
| 1 | Business services | 27,925 | 11.18 |
| 2 | Machinery | 12,558 | 5.03 |
| 3 | Chemicals | 12,456 | 4.99 |
| 4 | Food products | 11,821 | 4.73 |
| 5 | Wholesale | 11,353 | 4.55 |
| 6 | Electronic equipment | 10,646 | 4.26 |
| 7 | Pharmaceutical products | 10,584 | 4.24 |
| 8 | Construction materials | 9,924 | 3.97 |
| 9 | Steel works | 9,372 | 3.75 |
| 10 | Retail | 9,179 | 3.68 |
| All others | 123,893 | 49.61 | |
| Country distribution | |||
|---|---|---|---|
| No. | Country name | Country sample | Country % |
| 1 | China | 41,168 | 16.49 |
| 2 | India | 35,065 | 14.04 |
| 3 | Japan | 33,113 | 13.26 |
| 4 | Australia | 13,936 | 5.58 |
| 5 | South Korea | 13,882 | 5.56 |
| 6 | UK | 11,878 | 4.76 |
| 7 | Malaysia | 9,431 | 3.78 |
| 8 | Sweden | 6,345 | 2.54 |
| 9 | Thailand | 6,313 | 2.53 |
| 10 | Singapore | 6,101 | 2.44 |
| All others | 72,479 | 29.03 | |
| Total | 249,711 | 100 |
| No. | Country name | Country sample | Country % |
|---|---|---|---|
| 1 | China | 41,168 | 16.49 |
| 2 | India | 35,065 | 14.04 |
| 3 | Japan | 33,113 | 13.26 |
| 4 | Australia | 13,936 | 5.58 |
| 5 | South Korea | 13,882 | 5.56 |
| 6 | 11,878 | 4.76 | |
| 7 | Malaysia | 9,431 | 3.78 |
| 8 | Sweden | 6,345 | 2.54 |
| 9 | Thailand | 6,313 | 2.53 |
| 10 | Singapore | 6,101 | 2.44 |
| All others | 72,479 | 29.03 | |
| Year distribution | |||
|---|---|---|---|
| No. | Year | Year sample | Year % of total |
| 1 | 2011 | 19,940 | 7.99 |
| 2 | 2012 | 20,319 | 8.14 |
| 3 | 2013 | 21,760 | 8.71 |
| 4 | 2014 | 22,184 | 8.88 |
| 5 | 2015 | 22,594 | 9.05 |
| 6 | 2016 | 23,021 | 9.22 |
| 7 | 2017 | 22,914 | 9.18 |
| 8 | 2018 | 23,823 | 9.54 |
| 9 | 2019 | 24,391 | 9.77 |
| 10 | 2020 | 24,506 | 9.81 |
| 11 | 2021 | 24,259 | 9.71 |
| Total | 249,711 | 100 |
| No. | Year | Year sample | Year % of total |
|---|---|---|---|
| 1 | 2011 | 19,940 | 7.99 |
| 2 | 2012 | 20,319 | 8.14 |
| 3 | 2013 | 21,760 | 8.71 |
| 4 | 2014 | 22,184 | 8.88 |
| 5 | 2015 | 22,594 | 9.05 |
| 6 | 2016 | 23,021 | 9.22 |
| 7 | 2017 | 22,914 | 9.18 |
| 8 | 2018 | 23,823 | 9.54 |
| 9 | 2019 | 24,391 | 9.77 |
| 10 | 2020 | 24,506 | 9.81 |
| 11 | 2021 | 24,259 | 9.71 |
The table presents the sample selection by country and firm, and firm-year observations by industry, country and year. Panel A and Panel B report the sample selection of country level and firm level. Panel C reports the SIC 4-digit industry distribution, country distribution and yearly distribution of observations. The table presents the sample selection by country and firm, and firm-year observations by industry, country and year. Panel A and Panel B report the sample selection of country level and firm level. Panel C reports the SIC 4-digit industry distribution, country distribution and yearly distribution of observations
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