Definitions and measurement of variables
| Variable | Definition | Measurement |
|---|---|---|
| Dependent Variable | ||
| LnEQUAL | Accounting Quality | Calculated via the Modified Jones model the absolute values of discretionary accruals converted to Natural Logarithm to proxy accounting quality |
| Independent Variables | ||
| MAJ_TRIBE | Majority tribal connection | “1” if the director is a Kikuyu or a Kalenjin and “0” otherwise |
| MIN_TRIBE | Minority tribal connection | “1” if the director belongs to a native tribe other than Kikuyu or Kalenjin and “0” otherwise Notes
|
| PARL | Member of Parliament (MP) and/or Ex-Member of Parliament | Number of parliamentary positions held as an MP/Ex MP, and significant parliamentary positions, such as parliamentary committee chairs, otherwise zero |
| GOVT | Government officials | Number of government positions in national government and government-affiliated agencies, otherwise zero |
| Moderator Variables | ||
| MAJ_TRIBE* PARL | Moderating variable for Parliamentary connections | [“1” if the director is a Kikuyu or a Kalenjin and “0” otherwise] * [Number of parliamentary positions held as an MP/Ex MP, and significant parliamentary positions, such as parliamentary committee chairs, otherwise zero] |
| MAJ_TRIBE* GOVT | Moderating variable for Governmental connections | [“1” if the director is a Kikuyu or a Kalenjin and “0” otherwise] * [Number of governmental positions held as an MP/Ex MP, and significant parliamentary positions, such as parliamentary committee chairs, otherwise zero] |
| Control Variables | ||
| ROA | Return on Assets | Net income divided by Total Asset |
| LEV | Debt on Assets | Computed as the Long-term debt divided by Total Assets |
| M2B | Market to Book Ratio | Market capitalisation divided by the book value of equity |
| GROW | Asset Growth | Net asset growth year-on-year (ratio) |
| AGE | Age of the company | Number of years as a listed firm on the NSE (up to the evaluation year of 2017 |
| BIG4 | Audit Firms | “1” if the firm is audited by a Big 4 Audit firm and “0” otherwise |
| AUDCOM | Independent executive directors | “1” if the director is an independent executive and a member of the audit committee and “0” otherwise |
| NOMCOM | Independent non-executive directors | “1” if the director is an independent non-executive and a member of the board nominating committee and “0” otherwise |
| FIN_EXP | Directors with financial expertise | “1” if the director has financial expertise and “0” otherwise |
| IND_EXP | Directors with industry experience | “1” if the director has prior industry experience and “0” otherwise |
| GEN_F | Female director | “1” if the director is a female and “0” otherwise |
| Earnings Quality dummy | “1” if the DA is positive and “0” otherwise | |
| Variable | Definition | Measurement |
|---|---|---|
| Accounting Quality | Calculated via the Modified Jones model the absolute values of discretionary accruals converted to Natural Logarithm to proxy accounting quality | |
| Majority tribal connection | “1” if the director is a Kikuyu or a Kalenjin and “0” otherwise | |
| Minority tribal connection | “1” if the director belongs to a native tribe other than Kikuyu or Kalenjin and “0” otherwise The third author of the study is a Kenyan. While names are one way of identifying tribal affiliations, he also used his personal knowledge and Kenyan business acquaintances to identify the tribal affiliations of each director from publicly available information sources The remainder of the directors were European, Asian, and other nationalities who received a score of zero for both | |
| Member of Parliament (MP) and/or Ex-Member of Parliament | Number of parliamentary positions held as an MP/Ex MP, and significant parliamentary positions, such as parliamentary committee chairs, otherwise zero | |
| Government officials | Number of government positions in national government and government-affiliated agencies, otherwise zero | |
| Moderating variable for Parliamentary connections | [“1” if the director is a Kikuyu or a Kalenjin and “0” otherwise] * [Number of parliamentary positions held as an MP/Ex MP, and significant parliamentary positions, such as parliamentary committee chairs, otherwise zero] | |
| Moderating variable for Governmental connections | [“1” if the director is a Kikuyu or a Kalenjin and “0” otherwise] * [Number of governmental positions held as an MP/Ex MP, and significant parliamentary positions, such as parliamentary committee chairs, otherwise zero] | |
| Return on Assets | Net income divided by Total Asset | |
| Debt on Assets | Computed as the Long-term debt divided by Total Assets | |
| Market to Book Ratio | Market capitalisation divided by the book value of equity | |
| Asset Growth | Net asset growth year-on-year (ratio) | |
| Age of the company | Number of years as a listed firm on the NSE (up to the evaluation year of 2017 | |
| Audit Firms | “1” if the firm is audited by a Big 4 Audit firm and “0” otherwise | |
| Independent executive directors | “1” if the director is an independent executive and a member of the audit committee and “0” otherwise | |
| Independent non-executive directors | “1” if the director is an independent non-executive and a member of the board nominating committee and “0” otherwise | |
| Directors with financial expertise | “1” if the director has financial expertise and “0” otherwise | |
| Directors with industry experience | “1” if the director has prior industry experience and “0” otherwise | |
| Female director | “1” if the director is a female and “0” otherwise | |
| Earnings Quality dummy | “1” if the DA is positive and “0” otherwise | |
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