Does Alignment with the IIRF Influence Capital Markets? Evidence from South Africa and the UK
Abstract
1. Introduction
2. Literature Review
2.1. Integrated Reporting
2.2. Usefulness of IR
2.3. Integrated Reporting Alignment with IIRF and Firm Value
2.4. Theory and Hypothesis Development
3. Research Methods
3.1. Research Philosophy and Method
3.2. Sample and Data Sources
3.3. Measurement of Integrated Reporting Alignment (IRSCORE)
3.4. Empirical Specification, Variables and Proxies
- Model I—Impact of IR alignment on market value of equity
- Model II—Impact of IR alignment on Tobin’s Q
- Firm profitability, measured by return on equity (ROE), and return on assets (ROA) was included in the study in each model. More profitable firms are typically better positioned to invest in high-quality reporting and have stronger incentives to do so. In addition, profitability enhances investor appeal (Sobhan & Mia, 2024; Salvi et al., 2022). Based on this, a positive relationship is expected between profitability and firm value.
- In contrast, firms that report losses may lack both the financial capacity and motivation to produce high-quality integrated reports. These firms may also have limited incentives to signal value to the market (Muttakin et al., 2020). Loss (LOSS) is defined as a binary variable equal to one if a firm reported a loss in a given year. A negative association is expected between reporting a loss and firm value.
- Leverage (LEV), captured by the debt ratio, was also considered. Highly leveraged firms are more closely monitored by creditors and are often expected to disclose more to reduce agency conflicts. This increased demand for transparency creates an incentive for enhanced disclosure (Bansal, 2025). As a result, leverage is expected to have a positive association with firm value.
- Industry sensitivity (INDSENS) is measured using a binary variable equal to one for firms in environmentally sensitive industries such as mining, oil, or tobacco. These firms typically face greater reputational risk and external scrutiny, which drives them to engage in more voluntary disclosure (Appiagyei & Donkor, 2024). Therefore, industry sensitivity is expected to be positively associated with firm value, reflecting the role of disclosure in building legitimacy and managing stakeholder expectations.
- Sales Growth (SALESG) captured by sales growth ratio was also considered as stronger growth in sales reflects improved firm financial performance. This can send a favourable message to capital markets, potentially impacting the firm’s overall value (Salvi et al., 2022).
- Capital expenditure (CAPEXR) was also considered. Firms with greater opportunities for capital growth may provide more information through integrated reports to attract investors thereby lowering agency costs (Obeng et al., 2021). Therefore, a positive association is expected between capital expenditure and firm value.
- Dividends (DIV) was also considered. A dividend declaration or payment is an indication of a firm’s growth, which ultimately reduces agency costs (Asadi et al., 2024). Therefore a positive association is expected between a dividend declaration or payment expenditure and firm value.
- The HighIRSCORE group included firms with IRSCOREs equal to or above the median.
- The LowIRSCORE group included firms with scores below the median.This classification follows prior literature, where a higher IRSCORE reflects stronger alignment with the IIRF and better disclosure quality (Oktorina et al., 2022; Zhou et al., 2017).
3.5. Estimation and Diagnostic Tests
4. Results
4.1. Descriptive Statistics
4.2. Multicollinearity Test
4.3. Regression Results
4.3.1. Regression Results—South Africa
- Model I: Market value of equity as a proxy for firm value
- Model II: Tobin’s Q as a proxy for firm value
4.3.2. Regression Results—United Kingdom
- Model I: Market value of equity as a proxy for firm value
- Model II: Tobin’s Q as a proxy for firm value
4.4. Synthesis Across Countries
5. Discussion
5.1. South Africa
5.2. United Kingdom
5.3. Cross-Country Synthesis
5.4. Implications for Policymakers and Practitioners
6. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Appendix A. Integrated Reporting Scoring Index Disclosure Checklist (Adopted from Khatlisi & Mashamba, 2025)
- Guiding principles.
| Strategic Focus & Focus Orientation | Does the integrated report include a measure of performance? |
| Does the integrated report disclose a firm’s innovative practices? | |
| Does the integrated report disclose how value is created for the employees? This could be disclosure related to staff or employee development initiatives. | |
| Does the integrated report disclose how value is created for its customers or clients? Customer or client satisfaction. | |
| Connectivity of information | Does the integrated report disclose an analysis of past, present and future performance? |
| Does the integrated report describe how the six capitals (human, intellectual, financial, manufactured, natural, social and relationship) are utilised to create value and connected to one another? | |
| Does the integrated report disclose financial (quantitative) and non-financial (qualitative) information? | |
| Does the integrated report disclose board and other related management information, for example, governance structures, management remuneration information and other management information? | |
| Stakeholder relationships | Does the integrated report describe the stakeholder engagement process and how value is created for providers of financial capital? |
| Materiality | Does the integrated report disclose a materiality determination process or material issues process? |
| Is the material issues identification and approval process described? | |
| Are those charged with governance of the firm actively involved in the materiality determination process? | |
| Conciseness | Is the integrated report 157 pages or shorter as per the Ernst & Young IR Awards? |
| Does the integrated report include graphics or tables or infographics to describe the firm’s operations? | |
| Reliability and Completeness | Has the integrated report been audited by an auditor? |
| Has the integrated report been signed off by the board or does the integrated report provide a discussion of the approval process? | |
| Does the integrated report consider what other firms in the same industry are reporting? | |
| Consistency and Comparability | Has the reporting policies of the firm and KPIs reported been consistently presented from one period to the next? |
| Does the integrated report make use of ratios to report information? | |
| Does the integrated report provide segment or regional reporting? | |
| CONTENT ELEMENTS | |
| Organisational overview and external environment | Is the description of the scope and boundary of the firm described in the integrated report? |
| Does the integrated report provide the firm’s mission and vision statement or a disclosure of its culture, ethics and values? | |
| Governance structure | Does the board consist of nine or more members? |
| Is the average board age equal to or greater than the mean of the average board age? | |
| Does the board consist of three or more women? | |
| Business model | Is the firm’s business model described in the integrated report? |
| Strategy and resource allocation | Are short-, medium- and long-term strategies of the firm disclosed in the integrated report? |
| Does the integrated report include a disclosure of the firm’s competitive advantage? | |
| Is the resource allocation plan described and disclosed? | |
| Risks and opportunities | Are risks or challenges and opportunities or strengths disclosed in the integrated report or is risk management disclosed? |
| Performance | Are financial KPI’s disclosed in the integrated report? |
| Are non-financial KPI’s disclosed in the integrated report? | |
| Outlook | Is the firm’s strategy to address future uncertainties outlined or disclosed in the integrated report? |
| Basis of presentation | Is reporting boundary disclosed in the integrated report? |
| Does the integrated report include a summary of frameworks or methods used to evaluate material matters? |
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| Variable | Proxy/Description | Type | Variable |
|---|---|---|---|
| Firm Value | Tobin’s Q calculated as the total assets minus book value of equity plus market value of equity, all divided by total assets | Dependent | Tobin’s Q |
| Firm Value | Market Value of Equity at reporting date scaled by the number of shares at the end of the year | Dependent | MVE |
| High Integrated reporting scoring index | IRSCOREs equal to or above the median | Independent | HighIRSCORE |
| Low Integrated reporting scoring index | IRSCOREs below the median | Independent | LowIRSCORE |
| Book value of equity | Book value of equity at reporting date scaled by the number of shares at the end of the year | Independent | BVE |
| Earnings | Net profit for the year scaled by the number of shares at the end of the year | Independent | EARN |
| Size of the firm | Logarithm of Total Assets | Control | LNASSETS |
| Profitability | Return on assets calculated as net profit for the year divided by total book value of assets | Control | ROA |
| Profitability | Return on equity calculated as net profit for the year divided by book value of equity | Control | ROE |
| Leverage | Debt Ratio | Control | LEV |
| Loss | Binary: 1 = loss-making firm; 0 otherwise | Control | LOSS |
| Industry Sensitivity | Binary: 1 = sensitive industries, 0 otherwise | Control | INDSENS |
| Sales Growth | Total sales of the current year minus total sales of the previous year, divided by sales of the previous year | Control | SALESG |
| Capital expenditure ratio | Total capital expenditure divided by total book value of assets | Control | CAPEXR |
| Dividend | Binary variable equal to 1, if firm declared or paid a dividend during the year; 0 otherwise. | Control | DIV |
| N | Mean | Median | Std. Deviation | Minimum | Maximum | |
|---|---|---|---|---|---|---|
| MVE | 521 | 107,355 | 35,612 | 263,995 | 6924 | 2,466,698 |
| BVE | 521 | 54,845 | 16,371 | 140,328 | −1020 | 1,118,475 |
| EARN | 521 | 7822 | 2131 | 34,954 | −90,433 | 638,942 |
| SALESG | 521 | 0.148 | 0.092 | 0.793 | −1.677 | 17.319 |
| ROE | 521 | 0.195 | 0.152 | 0.494 | −1.911 | 9.523 |
| LEV | 521 | 2.978 | 1.123 | 5.527 | −44.355 | 36.731 |
| ROA | 521 | 0.073 | 0.060 | 0.101 | −0.332 | 1.125 |
| CAPEXR | 521 | 0.071 | −0.049 | 3.060 | −2.380 | 69.656 |
| TOBIN’SQ | 521 | 2.100 | 1.399 | 2.411 | −0.225 | 40.151 |
| LNASSETS | 521 | 7.693 | 7.600 | 0.677 | 5.880 | 9.550 |
| LOSS | 521 | 0.083 | 0.000 | 0.275 | 0.000 | 1.000 |
| INDSENS | 521 | 0.253 | 0.000 | 0.435 | 0.000 | 1.000 |
| DIV | 521 | 0.987 | 1.000 | 0.115 | 0.000 | 1.000 |
| HighIRSCORE | 521 | 0.503 | 1.000 | 0.500 | 0.000 | 1.000 |
| LowIRSCORE | 521 | 0.497 | 0.000 | 0.500 | 0.000 | 1.000 |
| IRSCORE | 521 | 0.803 | 0.830 | 0.126 | 0.359 | 0.982 |
| N | Mean | Median | Std. Deviation | Minimum | Maximum | |
|---|---|---|---|---|---|---|
| MVE | 525 | 229,976 | 118,483 | 267,037 | 25,985 | 1,673,516 |
| BVE | 525 | 155,974 | 53,226 | 343,411 | −19,248 | 2,909,137 |
| EARN | 525 | 17,544 | 7213 | 51,018 | −131,666 | 828,767 |
| SALESG | 525 | 0.084 | 0.038 | 0.522 | −0.901 | 10.758 |
| ROE | 525 | 0.223 | 0.168 | 0.553 | −7.706 | 3.626 |
| LEV | 525 | 5.148 | 1.131 | 19.927 | −95.756 | 226.919 |
| ROA | 525 | 0.073 | 0.060 | 0.082 | −0.232 | 0.814 |
| CAPEXR | 525 | −0.109 | −0.043 | 0.697 | −11.484 | 0.590 |
| TOBINQ | 525 | 1.831 | 1.454 | 1.432 | −2.687 | 13.934 |
| LNASSETS | 525 | 8.316 | 8.160 | 0.710 | 6.634 | 10.408 |
| LOSS | 525 | 0.05 | 0.00 | 0.221 | 0 | 1 |
| INDSENS | 525 | 0.19 | 0.00 | 0.392 | 0 | 1 |
| DIV | 525 | 0.99 | 1.00 | 0.115 | 0 | 1 |
| HighIRSCORE | 525 | 0.50 | 1.00 | 0.500 | 0 | 1 |
| LowIRSCORE | 525 | 0.50 | 0.00 | 0.500 | 0 | 1 |
| IRSCORE | 525 | 0.802 | 0.805 | 0.085 | 0.021 | 0.961 |
| (a): Correlation Coefficients: South African Sample (Model I) | ||||||||||||
| MVE | BVE | EARN | IRSCORE | HighIRSCORE | LowIRSCORE | ROE | LEV | LNASSETS | INDSENS | LOSS | ||
| MVE | 1 | 0.686 ** | 0.570 ** | −0.104 | −0.037 | 0.037 | 0.121 ** | −0.009 | 0.478 ** | 0.074 | −0.064 | |
| BVE | 0.686 ** | 1 | 0.402 ** | −0.156 ** | −0.109 * | 0.109 * | −0.041 | −0.021 | 0.569 ** | 0.156 ** | 0.031 | |
| EARN | 0.570 ** | 0.402 ** | 1 | −0.027 | 0.000 | 0.000 | 0.356 ** | 0.016 | 0.315 ** | 0.117 ** | −0.149 ** | |
| IRSCORE | −0.104 | −0.156 ** | −0.027 | 1 | 0.756 ** | −0.756 ** | 0.065 | 0.033 | 0.028 | 0.050 | −0.025 | |
| HighIRSCORE | −0.037 | −0.109 * | 0.000 | 0.756 ** | 1 | −1.000 ** | 0.064 | 0.055 | 0.079 | 0.041 | −0.023 | |
| LowIRSCORE | 0.037 | 0.109 * | 0.000 | −0.756 ** | −1.000 ** | 1 | −0.064 | −0.055 | −0.079 | −0.041 | 0.023 | |
| ROE | 0.121 ** | −0.041 | 0.356 ** | 0.065 | 0.064 | −0.064 | 1 | −0.240 ** | −0.039 | −0.067 | −0.097 * | |
| LEV | −0.009 | −0.021 | 0.016 | 0.033 | 0.055 | −0.055 | −0.240 ** | 1 | 0.379 ** | −0.0169 ** | −0.083 | |
| LNASSETS | 0.478 ** | 0.569 ** | 0.315 ** | 0.028 | 0.079 | −0.079 | −0.039 | 0.379 ** | 1 | 0.022 | 0.037 | |
| INDSENS | 0.074 | 0.156 ** | 0.117 ** | 0.050 | 0.041 | −0.041 | −0.067 | −0.169 ** | 0.022 | 1 | 0.210 ** | |
| LOSS | −0.064 | 0.031 | −0.149 ** | −0.025 | −0.023 | 0.023 | −0.097 * | −0.083 | 0.037 | 0.210 ** | 1 | |
| (b) Correlation Coefficients: South African Sample (Model II) | ||||||||||||
| TOBIN’SQ | IRSCORE | High IRSCORE | Low IRSCORE | LEV | ROA | CAPEXR | LNASSETS | SALESG | DIV | INDSENS | LOSS | |
| TOBIN’SQ | 1 | 0.100 * | 0.066 | −0.066 | −0.133 ** | 0.265 ** | −0.049 | −0.393 ** | −0.004 | 0.061 | −0.098 * | −0.052 |
| IRSCORE | 0.100 * | 1 | 0.756 ** | −0.756 ** | 0.033 | −0.034 | −0.041 | 0.028 | −0.039 | 0.175 ** | 0.050 | −0.025 |
| LowIRSCORE | −0.066 | −0.756 ** | −1.000 ** | 1 | −0.055 | 0.038 | 0.045 | −0.079 | 0.055 | −0.017 | −0.041 | 0.023 |
| LEV | −0.133 ** | 0.033 | 0.055 | −0.055 | 1 | −0.165 ** | −0.012 | 0.379 ** | −0.006 | 0.044 | −0.169 ** | −0.083 |
| ROA | 0.265 ** | −0.034 | −0.038 | 0.038 | −0.165 ** | 1 | −0.001 | −0.269 ** | 0.021 | 0.075 | −0.083 | −0.441 ** |
| CAPEXR | −0.049 | −0.041 | −0.045 | 0.045 | −0.012 | −0.001 | 1 | −0.020 | −0.006 | 0.004 | −0.027 | −0.012 |
| LNASSETS | −0.393 ** | 0.028 | 0.079 | −0.079 | 0.379 ** | −0.269 ** | −0.020 | 1 | −0.070 | −0.050 | 0.022 | 0.037 |
| SALESG | −0.004 | −0.039 | −0.055 | 0.055 | −0.006 | 0.021 | −0.006 | −0.070 | 1 | 0.040 | −0.044 | −0.049 |
| DIVIDEND | 0.061 | 0.175 ** | 0.017 | −0.017 | 0.044 | 0.075 | 0.004 | −0.050 | 0.040 | 1 | −0.047 | −0.147 ** |
| INDUSTRY | −0.098 * | 0.050 | 0.041 | −0.041 | −0.169 ** | −0.083 | −0.027 | 0.022 | −0.044 | −0.047 | 1 | 0.210 ** |
| LOSS | −0.052 | −0.025 | −0.023 | 0.023 | −0.083 | −0.441 ** | −0.012 | 0.037 | −0.049 | −0.147 ** | 0.210 ** | 1 |
| (a): Correlation Analysis: United Kingdom Sample (Model I) | ||||||||||||
| MVE | BVE | EARN | IRSCORE | HighIRSCORE | LowIRSCORE | ROE | LEV | LNASSETS | INDSENS | LOSS | ||
| MVE | 1 | 0.673 ** | 0.472 ** | −0.048 | 0.024 | −0.024 | −0.019 | 0.036 | 0.621 ** | 0.061 | 0.048 | |
| BVE | 0.673 ** | 1 | 0.480 ** | −0.139 ** | −0.107 * | 0.107 * | −0.091 * | 0.016 | 0.606 ** | 0.181 ** | 0.134 ** | |
| EARN | 0.472 ** | 0.480 ** | 1 | −0.120 ** | −0.085 | 0.085 | 0.094 * | −0.022 | 0.271 ** | 0.126 ** | −0.117 ** | |
| IRSCORE | −0.048 | −0.139 ** | −0.120 ** | 1 | 0.705 ** | −0.705 ** | −0.104 * | −0.077 | 0.023 | 0.022 | 0.031 | |
| HighIRSCORE | 0.024 | −0.107 * | −0.085 | 0.705 ** | 1 | −1.000 ** | −0.058 | −0.130 ** | 0.013 | 0.059 | −0.011 | |
| LowIRSCORE | −0.024 | 0.107 * | 0.085 | −0.705 ** | −1.000 ** | 1 | 0.058 | 0.130 ** | −0.013 | −0.059 | 0.011 | |
| ROE | −0.019 | −0.091 * | 0.094 * | −0.104 * | −0.058 | 0.058 | 1 | 0.168 ** | −0.160 ** | −0.040 | −0.124 ** | |
| LEV | 0.036 | 0.016 | −0.022 | −0.077 | −0.130 ** | 0.130 ** | 0.168 ** | 1 | 0.397 ** | −0.088 * | 0.017 | |
| LNASSETS | 0.621 ** | 0.606 ** | 0.271 ** | 0.023 | 0.013 | −0.013 | −0.160 ** | 0.397 ** | 1 | 0.043 | 0.189 ** | |
| INDSENS | 0.061 | 0.181 ** | 0.126 ** | 0.022 | 0.059 | −0.059 | −0.040 | −0.088 * | 0.043 | 1 | 0.020 | |
| LOSS | 0.048 | 0.134 ** | −0.117 ** | 0.031 | −0.011 | 0.011 | −0.124 ** | 0.017 | 0.189 ** | 0.020 | 1 | |
| (b): Correlation Analysis: United Kingdom Sample (Model II) | ||||||||||||
| TOBINQ | IRSCORE | HighIRSCORE | LowIRSCORE | LEV | ROA | CAPEXR | LNASSETS | SALESG | DIV | INDSENS | LOSS | |
| TOBINQ | 1 | −0.069 | −0.044 | 0.044 | −0.092 * | 0.476 ** | −0.533 ** | −0.492 ** | 0.001 | 0.059 | −0.138 ** | −0.115 ** |
| IRSCORE | −0.069 | 1 | 0.705 ** | −0.705 ** | −0.077 | −0.093 * | 0.042 | 0.023 | 0.007 | −0.028 | 0.022 | 0.031 |
| HighIRSCORE | −0.044 | 0.705 ** | 1 | −1.000 ** | −0.130 ** | −0.057 | 0.068 | 0.013 | 0.027 | 0.018 | 0.059 | −0.011 |
| LowIRSCORE | 0.044 | −0.705 ** | −1.000 ** | 1 | 0.130 ** | 0.057 | −0.068 | −0.013 | −0.027 | −0.018 | −0.059 | 0.011 |
| LEV | −0.092 * | −0.077 | −0.130 ** | 0.130 ** | 1 | −0.149 ** | 0.029 | 0.397 ** | 0.008 | −0.006 | −0.088 * | 0.017 |
| ROA | 0.476 ** | −0.093 * | −0.057 | 0.057 | −0.149 ** | 1 | −0.223 ** | −0.463 ** | 0.027 | 0.017 | −0.032 | −0.256 ** |
| CAPEXR | −0.533 ** | 0.042 | 0.068 | −0.068 | 0.029 | −0.223 ** | 1 | 0.186 ** | 0.011 | −0.014 | 0.027 | 0.019 |
| LNASSETS | −0.492 ** | 0.023 | 0.013 | −0.013 | 0.397 ** | −0.463 ** | 0.186 ** | 1 | −0.079 | −0.027 | 0.043 | 0.189 ** |
| SALESG | 0.001 | 0.007 | 0.027 | −0.027 | 0.008 | 0.027 | 0.011 | −0.079 | 1 | 0.010 | −0.008 | −0.002 |
| DIV | 0.059 | −0.028 | 0.018 | −0.018 | −0.006 | 0.017 | −0.014 | −0.027 | 0.010 | 1 | 0.014 | −0.048 |
| INDSENS | −0.138 ** | 0.022 | 0.059 | −0.059 | −0.088 * | −0.032 | 0.027 | 0.043 | −0.008 | 0.014 | 1 | 0.020 |
| LOSS | −0.115 ** | 0.031 | −0.011 | 0.011 | 0.017 | −0.256 ** | 0.019 | 0.189 ** | −0.002 | −0.048 | 0.020 | 1 |
| Equation (1): MVEit = β0 + β1BVEit + β2EARNit + β3HighIRSCOREit + β4LNASSETSit + β5ROEit + β6LEVit + β7INDSENSit + β8LOSSit + YRit + INDit + Ɛit | |||||
|---|---|---|---|---|---|
| Variable | Unstandardised Coefficient | Robust Standard Error | T-Statistic | p-Value | |
| BVE | 0.2500 | 0.1707 | 1.4647 | 0.1443 | |
| EARN | 7.0762 *** | 0.9950 | 7.1116 | 0.0000 | |
| HighIRSCORE | −60.9524 | 68.1741 | −0.8940 | 0.3722 | |
| LNASSETS | 22.7218 * | 11.9550 | 1.9006 | 0.0585 | |
| ROE | 41.9395 | 33.5406 | 1.2504 | 0.2123 | |
| LEV | −3.7050 ** | 1.6754 | −2.2113 | 0.0279 | |
| INDSENS | −3.1098 | 11.7042 | −0.2657 | 0.7907 | |
| LOSS | 35.6196 *** | 10.4708 | 3.4017 | 0.0008 | |
| N | 262 | ||||
| Durbin-Watson statistic | 1.3910 | ||||
| R-squared | 0.6558 | ||||
| Adjusted R-squared | 0.6348 | ||||
| F-statistic | 31.2565 *** | ||||
| Prob (F-statistic) | 0.0000 | ||||
| Equation (3): MVEit = β0 + β1BVEit + β2EARNit + β3LowIRSCOREit + β4LNASSETSit + β5ROEit + β6LEVit + β7INDSENSit + β8LOSSit + YRit + INDit + Ɛit | |||||
|---|---|---|---|---|---|
| Variable | Unstandardised Coefficient | Robust Standard Error | T-Statistic | p-Value | |
| BVE | 0.4352 *** | 0.1661 | 2.6199 | 0.0093 | |
| EARN | 3.6876 *** | 1.1606 | 3.1772 | 0.0017 | |
| LowIRSCORE | −15.0179 | 37.2228 | −0.4034 | 0.6870 | |
| LNASSET | 24.1801 ** | 12.0582 | 2.0052 | 0.0460 | |
| ROE | 125.5725 ** | 50.7749 | 2.4731 | 0.0141 | |
| LEV | −0.9834 | 2.3155 | −0.4247 | 0.6714 | |
| INDSENS | 2.1848 | 23.6005 | 0.0925 | 0.9263 | |
| LOSS | 32.3186 * | 19.0788 | 1.6939 | 0.0916 | |
| N | 259 | ||||
| Durbin-Watson statistic | 1.1888 | ||||
| R-squared | 0.5755 | ||||
| Adjusted R-squared | 0.5493 | ||||
| F-statistic | 21.9651 *** | ||||
| Prob (F-statistic) | 0.0000 | ||||
| Equation (3): TOBINQit = β0 + β1HighIRSCOREeit + β2LEVit + β3ROAit + β4CAPEXRit + β5LNASSETSit + β6SALESGit + β7DIVit + β8INDSENSit + β9LOSSit + YRit + INDit + Ɛit | |||||
|---|---|---|---|---|---|
| Variable | Unstandardised Coefficient | Robust Standard Error | T-Statistic | p-Value | |
| HighIRSCORE | 1.3013 | 0.9463 | 1.3750 | 0.1704 | |
| LEV | 0.0930 *** | 0.0213 | 4.3597 | 0.0000 | |
| ROA | 12.7197 *** | 1.2078 | 10.5305 | 0.0000 | |
| CAPEXR | −0.6027 | 0.8070 | −0.7469 | 0.4558 | |
| LNASSETS | −0.5553 *** | 0.1742 | −3.1869 | 0.0016 | |
| SALESG | −0.3026 | 0.2657 | −1.1390 | 0.2558 | |
| DIV | 0.4829 * | 0.2780 | 1.7371 | 0.0836 | |
| INDSENS | −0.0069 | 0.1884 | −0.0367 | 0.9707 | |
| LOSS | 1.0919 *** | 0.1938 | 5.6325 | 0.0000 | |
| N | 262 | ||||
| Durbin-Watson statistic | 1.2830 | ||||
| R-squared | 0.7439 | ||||
| Adjusted R-squared | 0.7272 | ||||
| F-statistic | 44.4849 *** | ||||
| Prob (F-statistic) | 0.0000 | ||||
| Equation (4): TOBINQit = β0 + β1LowIRSCOREit + β2LEVit + β3ROAit + β4CAPEXRit + β5LNASSETSit + β6SALESGit + β7DIVit + β8INDSENSit + β9LOSSit + YRit + INDit + Ɛit | |||||
|---|---|---|---|---|---|
| Variable | Unstandardised Coefficient | Robust Standard Error | T-Statistic | p-Value | |
| LowIRSCORE | 0.2106 | 0.5504 | −0.0447 | 0.7198 | |
| LEV | 0.0596 *** | 0.0191 | 3.1182 | 0.0020 | |
| ROA | 7.4504 *** | 1.1132 | 6.6927 | 0.0000 | |
| CAPEXR | 0.6325 | 1.0583 | 0.5976 | 0.5507 | |
| LNASSETS | −0.5728 *** | 0.0992 | −5.7741 | 0.0000 | |
| SALESG | −0.1270 | 0.3371 | −0.3767 | 0.7067 | |
| DIV | 0.6008 | 0.4620 | 1.3003 | 0.1947 | |
| INDSENS | −0.2123 | 0.2828 | −0.7509 | 0.4534 | |
| LOSS | 0.6228 *** | 0.2171 | 2.8680 | 0.0045 | |
| N | 259 | ||||
| Durbin-Watson statistic | 1.2030 | ||||
| R-squared | 0.5870 | ||||
| Adjusted R-squared | 0.5597 | ||||
| F-statistic | 21.5008 *** | ||||
| Prob (F-statistic) | 0.0000 | ||||
| Equation (1): MVEit = β0 + β1BVEit + β2EARNit + β3HighIRSCOREit + β4LNASSETSit + β5ROEit + β6LEVit + β7INDSENSit + β8LOSSit + YRit + INDit + Ɛit | |||||
|---|---|---|---|---|---|
| Variable | Unstandardised Coefficient | Robust Standard Error | T-Statistic | p-Value | |
| BVE | 1.2070 *** | 0.1714 | 7.0406 | 0.0000 | |
| EARN | 2.9472 *** | 0.6312 | 4.6691 | 0.0000 | |
| HighIRSCORE | 19.3290 | 138.8797 | 0.1391 | 0.8894 | |
| LEV | 4.6521 ** | 2.0421 | 2.2781 | 0.0236 | |
| ROE | 12.4245 | 31.6936 | 0.3920 | 0.6954 | |
| INDSENS | 92.8958 *** | 29.6124 | 3.1370 | 0.0019 | |
| LOSS | −14.1225 | 11.5643 | −1.2212 | 0.2232 | |
| LNASSETS | −55.7545 *** | 15.1299 | −3.6850 | 0.0003 | |
| N | 265 | ||||
| Durbin-Watson statistic | 1.2085 | ||||
| R-squared | 0.4859 | ||||
| Adjusted R-squared | 0.4528 | ||||
| F-statistic | 14.6535 *** | ||||
| Prob (F-statistic) | 0.0000 | ||||
| Equation (2): MVEit = β0 + β1BVEit + β2EARNit + β3LowIRSCOREit + β4LNASSETSit + β5ROEit + β6LEVit +β7INDSENSit + β8LOSSit + YRit + INDit + Ɛit | |||||
|---|---|---|---|---|---|
| Variable | Unstandardised Coefficient | Robust Standard Error | T-Statistic | p-Value | |
| BVE | 1.5848 *** | 0.143041 | 11.07995 | 0.0000 | |
| EARN | 2.5330 *** | 0.742028 | 3.413663 | 0.0008 | |
| LowIRSCORE | −79.3413 | 52.92886 | −1.499018 | 0.1352 | |
| LNASSETS | −77.2075 *** | 16.85019 | −4.581996 | 0.0000 | |
| LEV | 11.8488 *** | 2.796181 | 4.237505 | 0.0000 | |
| ROE | 258.5635 *** | 52.02163 | 4.970307 | 0.0000 | |
| INDSENS | 108.9763 *** | 41.76518 | 2.609262 | 0.0096 | |
| LOSS | −2.0724 | 29.10986 | −0.071194 | 0.9433 | |
| N | 260 | ||||
| Durbin-Watson statistic | 1.3395 | ||||
| R-squared | 0.5524 | ||||
| Adjusted R-squared | 0.5230 | ||||
| F-statistic | 18.7496 *** | ||||
| Prob (F-statistic) | 0.0000 | ||||
| Equation (3): TOBINQit = β0 + β1HighIRScoreit + β2LEVit + β3ROAit + β4CAPEXRit + β5LNASSETSit + β6SALESGit + β7DIVit + β8INDSENSit+ β9LOSSit + YRit + INDit + Ɛit | |||||
|---|---|---|---|---|---|
| Variable | Unstandardised Coefficient | Robust Standard Error | T-Statistic | p-Value | |
| HighIRSCORE | 0.1919 | 0.7518 | 0.2553 | 0.7987 | |
| LEV | 0.0309 *** | 0.0086 | 3.5624 | 0.0004 | |
| ROA | 4.6942 *** | 0.6685 | 7.0215 | 0.0000 | |
| CAPEXR | −2.7507 *** | 0.5910 | −4.6537 | 0.0000 | |
| LNASSETS | −0.4490 *** | 0.0837 | −5.3632 | 0.0000 | |
| SALESG | 0.0312 | 0.0248 | 1.2550 | 0.2107 | |
| DIV | 0.4149 ** | 0.1668 | 2.4867 | 0.0136 | |
| INDSENS | 0.1709 * | 0.0959 | 1.7809 | 0.0762 | |
| LOSS | 0.0012 | 0.0804 | 0.0156 | 0.9875 | |
| N | 265 | ||||
| Durbin-Watson statistic | 1.4359 | ||||
| R-squared | 0.5737 | ||||
| Adjusted R-squared | 0.5425 | ||||
| F-statistic | 18.3972 | ||||
| Prob (F-statistic) | 0.0000 | ||||
| Equation (4): TOBINQit = β0 + β1LowIRScoreit + β2LEVit + β3ROAit + β4CAPEXRit + β5LNASSETSit + β6SALESGit + β7DIVit + β8INDSENSit + β9LOSSit + YRit + INDit + Ɛit | |||||
|---|---|---|---|---|---|
| Variable | Unstandardised Coefficient | Robust Standard Error | T-Statistic | p-Value | |
| LowIRSCORE | −0.6175 * | 0.3471 | −1.7789 | 0.0765 | |
| LEV | 0.0543 *** | 0.0089 | 6.0773 | 0.0000 | |
| ROA | 4.3574 *** | 0.9062 | 4.8082 | 0.0000 | |
| CAPEXR | −2.8897 *** | 0.6712 | −4.3047 | 0.0000 | |
| LNASSETS | −0.6173 *** | 0.0842 | −7.3272 | 0.0000 | |
| SALESG | −0.2069 ** | 0.0966 | −2.1413 | 0.0332 | |
| DIV | 0.1284 | 0.1338 | 0.9593 | 0.3383 | |
| INDSENS | 0.3534 ** | 0.1429 | 2.4728 | 0.0141 | |
| LOSS | 0.0413 | 0.1000 | 0.4137 | 0.6794 | |
| N | 260 | ||||
| Durbin-Watson statistic | 1.5430 | ||||
| R-squared | 0.5926 | ||||
| Adjusted R-squared | 0.5622 | ||||
| F-statistic | 19.4801 *** | ||||
| Prob (F-statistic) | 0.0000 | ||||
| Country | Proxy | High IRSCORE | Low IRSCORE | Z-Test Result | Hypothesis Outcome |
|---|---|---|---|---|---|
| South Africa | MVE | Insignificant | Insignificant | Not significant | H1 rejected |
| South Africa | Tobin’s Q | Insignificant | Insignificant | Not significant | H1 rejected |
| UK | MVE | Insignificant | Insignificant | Not significant | H2 rejected |
| UK | Tobin’s Q | Insignificant | Negative and significant | Significant difference | H2 supported |
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Khatlisi, M.; Mashamba, T. Does Alignment with the IIRF Influence Capital Markets? Evidence from South Africa and the UK. J. Risk Financial Manag. 2025, 18, 699. https://doi.org/10.3390/jrfm18120699
Khatlisi M, Mashamba T. Does Alignment with the IIRF Influence Capital Markets? Evidence from South Africa and the UK. Journal of Risk and Financial Management. 2025; 18(12):699. https://doi.org/10.3390/jrfm18120699
Chicago/Turabian StyleKhatlisi, Mbalenhle, and Tafirei Mashamba. 2025. "Does Alignment with the IIRF Influence Capital Markets? Evidence from South Africa and the UK" Journal of Risk and Financial Management 18, no. 12: 699. https://doi.org/10.3390/jrfm18120699
APA StyleKhatlisi, M., & Mashamba, T. (2025). Does Alignment with the IIRF Influence Capital Markets? Evidence from South Africa and the UK. Journal of Risk and Financial Management, 18(12), 699. https://doi.org/10.3390/jrfm18120699

