| Literature DB >> 31245646 |
Stephen A Ojeka1, Alex Adegboye1, Kofo Adegboye2, Oluwaseyi Alabi1, Mosinmileoluwa Afolabi3, Francis Iyoha1.
Abstract
This study investigates the influence of CFO roles on the implementation of ERM initiatives in a sample of Nigerian financial institutions (between 2013-2017). We develop three distinct factors representing the CFO roles namely CFO power, CFO experience and CFO knowledge using principal component factoring. Like prior work, we measure ERM components simultaneously to capture the extent of sophisticated ERM system. Our findings pose that the CFO involvement in ERM implementation remains minimal while the CRO is solely responsible for ERM implementation, which could undermine cost-benefit effectiveness. Our empirical evidence reports that the sophisticated ERM only promote the market evaluation while the accounting performance is undermined. The result then contravenes the expectation that effective ERM enhances accounting performance by mitigating risk exposure. While the sophisticated ERM is significantly positive with leverage, which reveals that ERM implementation does not necessarily reduce the firm risk. This indicates that the ERM implementation remains ineffective to mitigate risks, where the CFO involvement in the ERM initiative is limited. We then advocate that CFOs should be allowed to contribute strongly on some specific aspects of ERM initiatives namely identification and analysis of key risk indicators, the financial implication of risks and integration of ERM into traditional finance activities.Entities:
Keywords: CFO roles; CRO; Economics; Enterprise risk management; Performance
Year: 2019 PMID: 31245646 PMCID: PMC6582170 DOI: 10.1016/j.heliyon.2019.e01934
Source DB: PubMed Journal: Heliyon ISSN: 2405-8440
Description of variables.
| Variables | Measurement |
|---|---|
| RiskReport | Dummy variable equal to one if the firm has a risk management report in its annual report, and 0 otherwise |
| CROx | Dummy variable equal to 1 if the company has designated a chief risk officer or an ICR officer, and 0 otherwise [CG Report] Example of CRO = 1: |
| RCommittee | Dummy variable equal to 1 if the company has designated a specific risk committee or an ICR committee, and 0 otherwise [Corporate Governance Report] Example of RiskCommittee = 1 |
| RBoard | Dummy variable equal to 1 if the Corporate Governance body responsible for risk management, i.e., the specific risk committee or the ICR committee or, these two lackings, the IC committee, refers to the BoD at least biannually, and 0 otherwise [CG Report] Example of RCtoBoD = 1 |
| Rfrequency | Dummy variable equal to 1 if the company performs the risk assessment procedure at least biannually, and 0 otherwise [CG Report] Example of RAfrequency = 1 |
| Rlevel | Dummy variable equal to 1 if the company carries out the risk assessment procedure at a level lower than the overall company (e.g., by business unit or function), and 0 otherwise [CG Report] Examples of RAlevel = 1 |
| Rmethod | Dummy variable equal to 1 if the company adopts both qualitative and quantitative methods of risk assessment, and 0 otherwise [CG Report] Example of RAmethod = 1 |
| ERMsco | Sum of the following variables: CRO, RiskCommittee, RCtoBoD, RAfrequency, RAlevel, RAmethod. |
| ERMsopH | Dummy variable equal to 1 if ERMscore is equal to or higher than 4, and 0 otherwise |
| Expertise | Variable equal to 1 if the CFO has Recognized Accounting Professional Qualification, 0 otherwise |
| AuditExp | Variable equal to 1 if the CFO has some experience in an audit company during his/her career, 0 otherwise |
| Education | Variable equal to 1 if the CFO has an MBA, 0 otherwise |
| ConsultExp | Variable equal to 1 if the CFO has some experience in a consulting company during his/her career, 0 otherwise |
| Directorship | Variable equal to 1 if the CFO sits on the Board, 0 otherwise |
| CFO gender | Variable equal to 1 if the CFO is male, 0 otherwise |
| Retention | variable equal to 1 if the CFO is the same person in YEARt as in YEAR(t-1), 0 otherwise |
| ROA | Profit after Taxation divided by Total Asset of the firm |
| Tobin Q | The book value of total assets minus the book values of equity plus the market value of equity all divided by the book value of total assets. |
| Leverage | Total Debt/Total Common Equity |
| Firm size | The natural logarithm total assets of the firm |
| Board Magnitude | The total number of members on the board |
Descriptive statistics.
| Panel A: Statistical Summary | ||||||
|---|---|---|---|---|---|---|
| Variable | N | Mean | Median | SD | 25% | 75% |
| Expertise | 164 | 0.96 | 1.00 | 0.20 | 1.00 | 1.00 |
| AuditExp | 164 | 0.61 | 1.00 | 0.49 | 0.00 | 1.00 |
| Education | 164 | 0.46 | 0.00 | 0.50 | 0.00 | 1.00 |
| Consult | 164 | 0.32 | 0.00 | 0.47 | 0.00 | 1.00 |
| Directorship | 164 | 0.10 | 0.00 | 0.30 | 0.00 | 0.00 |
| Retention | 164 | 0.72 | 1.00 | 0.38 | 0.00 | 1.00 |
| CFO gender | 164 | 0.83 | 1.00 | 0.38 | 1.00 | 1.00 |
| Board Magnitude | 164 | 11.23 | 11.00 | 3.68 | 8.00 | 14.00 |
| TobinQ | 164 | 0.93 | 0.92 | 0.25 | 0.84 | 1.03 |
| ROA | 164 | 0.02 | 0.02 | 0.063 | 0.01 | 0.03 |
| ROE | 164 | 0.10 | 0.08 | 0.20 | 0.03 | 0.16 |
| Leverage | 164 | 0.27 | 0.22 | 0.37 | 0.22 | 0.40 |
| Size | 164 | 18.33 | 17.30 | 2.44 | 16.28 | 20.84 |
CFO roles: Principal component factoring.
| Panel A. Correlation | 1 | 2 | 3 | 4 | 5 | 6 |
| 1. Expert | 1 | |||||
| 2. AuditExp | 0.110 | 1 | ||||
| 3. Education | −0.0808 | −0.125 | 1 | |||
| 4. ConsultExp | −0.0768 | 0.112 | 0.0380 | 1 | ||
| 5. Directorship | −0.263∗∗∗ | −0.243∗∗ | 0.0251 | 0.0402 | 1 | |
| 6. Retention | −0.122 | −0.124 | −0.0744 | −0.119 | 0.159∗ | 1 |
| Panel B. Factor Analysis | ||||||
| Factor pattern | Factor pattern with varimax rotation | |||||
| Factor 1 | Factor 2 | Factor 3 | Factor 1 | Factor 2 | Factor 3 | |
| CFO Power | Experience | Knowledge | CFO Power | Experience | Knowledge | |
| Expert | −0.6030 | −0.3220 | −0.2757 | −0.2666 | −0.0678 | |
| Directorship | 0.7166 | 0.1080 | 0.2021 | 0.4600 | 0.0472 | |
| Retention | 0.4837 | −0.4830 | 0.2768 | 0.0232 | −0.3650 | |
| Consult | −0.0657 | 0.7533 | 0.3931 | 0.1232 | 0.0362 | |
| AuditExp | −0.6215 | 0.1404 | 0.4341 | −0.4434 | −0.4316 | |
| Education | 0.2102 | 0.4700 | −0.7105 | 0.0210 | 0.0316 | |
| Eigenvalue | 1.545891 | 1.15677 | 1.04128 | 1.495 | 1.152 | 1.096 |
*** p<0.01, ** p<0.05, * p<0.1.
Differences in ERM sophistication between the two subsamples.
| CFO not on Board | CFO seats on Board | Test of Difference | ||
|---|---|---|---|---|
| Dif. | t | |||
| ERMsco | 0.864 | 1 | −0.136 | −1.578 |
| ERMsopH | 4.412 | 4.938 | −0.525** | −2.274 |
*** p<0.01, ** p<0.05, * p<0.1.
Correlation matrix.
| 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 1. ERMsco | 1 | ||||||||||
| 2. ERMsopH | 0.812∗∗∗ | 1 | |||||||||
| 3. Power | 0.160∗ | 0.155 | 1 | ||||||||
| 4. Experience | 0.147 | 0.0501 | 0.0116 | 1 | |||||||
| 5. Knowledge | 0.0805 | 0.135 | 0.00325 | −0.0127 | 1 | ||||||
| 6. TobinQ | 0.201∗ | 0.174∗ | 0.0961 | 0.275∗∗∗ | 0.0274 | 1 | |||||
| 7. ROA | −0.224∗∗ | −0.115 | −0.0311 | −0.238∗∗ | −0.104 | −0.451∗∗∗ | 1 | ||||
| 8. Leverage | 0.214∗∗ | 0.172∗ | 0.0411 | 0.175∗ | 0.268∗∗∗ | 0.352∗∗∗ | −0.564∗∗∗ | 1 | |||
| 9. Bsize | 0.309∗∗∗ | 0.201∗ | 0.357∗∗∗ | 0.0679 | 0.157∗ | 0.0402 | 0.00804 | 0.133 | 1 | ||
| 10. Size | 0.356∗∗∗ | 0.290∗∗∗ | 0.281∗∗∗ | 0.233∗∗ | 0.215∗∗ | 0.121 | 0.0390 | 0.221∗∗ | 0.617∗∗∗ | 1 | |
| 11. CFO gender | −0.0391 | −0.113 | −0.0926 | 0.144 | 0.221∗∗ | −0.0234 | −0.0631 | 0.0974 | −0.0274 | 0.0410 | 1 |
∗p < 0.05, ∗∗p < 0.01, ∗∗∗p < 0.001.
Multivariate Analysis of CFO Roles on ERM score.
| 1 | 2 | 3 | 4 | 5 | |
|---|---|---|---|---|---|
| Expertise | 0.137 | ||||
| (0.343) | |||||
| AuditExp | −0.106 | ||||
| (0.134) | |||||
| Educate | 0.0892 | ||||
| (0.126) | |||||
| Consult | 0.386*** | ||||
| (0.136) | |||||
| Director | 0.430* | ||||
| (0.222) | |||||
| Retention | 0.0166 | ||||
| (0.142) | |||||
| CFO Power | 0.0128 | 0.0604 | |||
| (0.0633) | (0.0448) | ||||
| CFO Experience | 0.0172 | 0.0880* | |||
| (0.0637) | (0.0455) | ||||
| CFO Knowledge | −0.00837 | 0.0517 | |||
| (0.0631) | (0.0449) | ||||
| CRO | 1.478*** | ||||
| (0.118) | |||||
| Board Magnitude | 0.0302 | 0.0316 | 0.0313 | 0.0148 | |
| (0.0211) | (0.0206) | (0.0206) | (0.0150) | ||
| CFO gender | −0.118 | −0.127 | −0.117 | −0.156 | |
| (0.156) | (0.157) | (0.158) | (0.113) | ||
| TobinQ | 0.210 | 0.201 | 0.211 | 0.0656 | |
| (0.271) | (0.274) | (0.271) | (0.194) | ||
| ROA | −2.691** | −2.648** | −2.699** | 0.543 | |
| (1.229) | (1.243) | (1.228) | (0.911) | ||
| Leverage | 0.00207 | 0.00218 | 0.00516 | 0.153 | |
| (0.201) | (0.201) | (0.205) | (0.145) | ||
| Size | 0.0894*** | 0.0879*** | 0.0904*** | −0.00910 | |
| (0.0318) | (0.0325) | (0.0318) | (0.0244) | ||
| Constant | 2.466*** | 2.491*** | 2.431*** | 3.342*** | |
| (0.524) | (0.541) | (0.521) | (0.404) | ||
| Observations | 160 | 160 | 160 | 160 | |
| R-squared | 0.204 | 0.204 | 0.204 | 0.614 | |
| rmse | 0.738 | 0.738 | 0.738 | 0.519 | |
| F-test | 5.565 | 5.571 | 5.561 | 23.70 | |
| Prob > F | 1.01e−05 | 9.95e−06 | 1.02e−05 | 0 | |
Standard errors in parentheses ***p < 0.01, **p < 0.05, *p < 0.1.
Additional analysis.
| Risk Committee | Risk Level | ||||
|---|---|---|---|---|---|
| Logit | 1 | 2 | 1 | 2 | 3 |
| CFO Power | 0.218 | 0.447 | |||
| (0.982) | (0.307) | ||||
| CFO Experience | 2.403 | 0.210 | |||
| (1.987) | (0.245) | ||||
| CFO Knowledge | −0.114 | ||||
| (0.227) | |||||
| TobinQ | −4.370** | −7.365* | 2.573** | 2.522** | 2.526** |
| (2.225) | (3.763) | (1.121) | (1.119) | (1.121) | |
| ROA | −32.31** | −40.19** | 5.650 | 6.334 | 5.599 |
| (13.35) | (17.35) | (4.025) | (4.131) | (4.011) | |
| Leverage | −0.328 | 0.558 | 0.725 | 0.769 | 0.838 |
| (2.711) | (3.204) | (0.898) | (0.951) | (0.946) | |
| Size | 0.228 | 0.219 | 0.158 | 0.181* | 0.206** |
| (0.313) | (0.335) | (0.104) | (0.106) | (0.105) | |
| Constant | 5.428 | 9.815 | −4.029** | −4.444** | −4.944** |
| (6.071) | (7.458) | (2.005) | (2.031) | (1.974) | |
| Observations | 161 | 161 | 161 | 161 | 161 |
| Pseudo R-squared | 0.270 | 0.332 | 0.129 | 0.118 | 0.115 |
| chi-squared | 10.11 | 12.43 | 21.70 | 19.88 | 19.39 |
| Prob > chi2 | 0.0721 | 0.0294 | 0.000596 | 0.00131 | 0.00163 |
Standard errors in parentheses ***p < 0.01, **p < 0.05, *p < 0.1.
Multivariate analysis of ERM implementation (1 = ERMsco ≥4 or 0 = Otherwise) and CFO roles.
| Logit Regression | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|
| AuditExp | −0.159 | ||||
| (0.584) | |||||
| Educate | 1.222** | ||||
| (0.612) | |||||
| Consult | 1.005 | ||||
| (0.674) | |||||
| Retention | 0.579 | ||||
| (0.546) | |||||
| CFO Power | 0.492 | 1.324 | |||
| (0.490) | (0.965) | ||||
| CFO Experience | −0.453 | 0.453 | |||
| (0.412) | (0.738) | ||||
| CFO Knowledge | 0.256 | 1.079 | |||
| (0.348) | (0.745) | ||||
| CRO | 6.581*** | ||||
| (1.609) | |||||
| Bsize | 0.137 | 0.181 | 0.123 | −0.0152 | |
| (0.125) | (0.134) | (0.129) | (0.233) | ||
| sex | −1.641 | −1.676 | −1.645 | −2.847* | |
| (1.132) | (1.157) | (1.111) | (1.475) | ||
| TobinQ | 1.645 | 2.086 | 1.996 | 4.337 | |
| (1.373) | (1.419) | (1.451) | (3.018) | ||
| ROA | −3.500 | −4.359 | −3.395 | 15.44 | |
| (5.663) | (5.736) | (6.109) | (10.56) | ||
| Leverage | 0.556 | 0.466 | 0.281 | 0.350 | |
| (1.652) | (1.504) | (1.664) | (2.113) | ||
| Size | 0.384* | 0.471** | 0.390** | 0.606 | |
| (0.201) | (0.202) | (0.198) | (0.620) | ||
| Constant | 0.985 | −5.800 | −8.182* | −6.111 | −11.96 |
| (0.683) | (3.978) | (4.214) | (3.863) | (11.71) | |
| Observations | 159 | 159 | 159 | 159 | 159 |
| Pseudo R-squared | 0.0749 | 0.225 | 0.225 | 0.219 | 0.691 |
| chi-squared | 8.064 | 25.23 | 25.29 | 24.62 | 77.63 |
| Prob > chi2 | 0.0893 | 0.000690 | 0.000675 | 0.000886 | 0 |
Standard errors in parentheses ***p < 0.01, **p < 0.05, *p < 0.1.
ERM and firm performance.
| OLS | Tobin Q | ROE | ROA | Leverage |
|---|---|---|---|---|
| ERMSco | 0.0359 | −0.0337* | −0.0128** | 0.0674* |
| (0.0247) | (0.0198) | (0.00535) | (0.0373) | |
| CFO Power | 0.0242 | 0.000781 | −0.00335 | −0.00143 |
| (0.0194) | (0.0157) | (0.00424) | (0.0299) | |
| CFO Experience | 0.0497*** | 0.00648 | −0.0113*** | 0.0496* |
| (0.0189) | (0.0153) | (0.00413) | (0.0288) | |
| CFO Knowledge | −0.0136 | −0.0113 | 8.38e−05 | 0.0890*** |
| (0.0191) | (0.0155) | (0.00418) | (0.0286) | |
| Leverage | 0.209*** | 0.196*** | −0.0938*** | |
| (0.0558) | (0.0423) | (0.0114) | ||
| ROE | −0.00274 | |||
| (0.0999) | ||||
| Board Magnitude | −0.00521 | −0.00759 | −1.61e−05 | −0.00181 |
| (0.00659) | (0.00530) | (0.00143) | (0.0101) | |
| Size | −0.000691 | 0.0148* | 0.00723*** | 0.0149 |
| (0.0101) | (0.00810) | (0.00219) | (0.0154) | |
| Constant | 0.779*** | 0.00872 | −0.0347 | −0.285 |
| (0.167) | (0.135) | (0.0365) | (0.256) | |
| Observations | 161 | 161 | 161 | 161 |
| R-squared | 0.192 | 0.162 | 0.401 | 0.140 |
| rmse | 0.228 | 0.184 | 0.0498 | 0.351 |
| F-test | 4.510 | 4.227 | 14.63 | 4.178 |
| Prob > F | 6.16e−05 | 0.000273 | 0 | 0.000639 |
Standard errors in parentheses ***p < 0.01, **p < 0.05, *p < 0.1.