Unlocking the Power of Reporting: Exploring the Link between Voluntary Sustainability Reporting, Customer Behavior, and Firm Value
Abstract
:1. Introduction
2. Conceptual Background and Hypotheses Development
2.1. Sustainability Reporting and Firm Value
2.2. Sustainability Reporting and Customer Behavior
3. Research Method
3.1. Sampling and Data Collection
3.2. Measures Operationalization
3.2.1. Dependent Variables
3.2.2. Independent Variable
3.2.3. Control Variables
3.3. Other Factors
4. Analysis and Results
4.1. Descriptive Statistics and Correlation Matrix
4.2. Hypotheses Testing
5. Discussion and Conclusions
5.1. Key Findings
5.2. Theoretical Implications
5.3. Managerial Implications
6. Limitations and Directions for Future Studies
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Variable | Operationalization | Data Source |
---|---|---|
Tobin’s q | Ratio of the sum of the market value of equity, preferred stock, and debt to the book value of total assets. | Compustat |
Sustainability Report | Coded 1 if the firm issued a sustainability report, 0 otherwise. | “GRI” |
Customer Behavior | “Behavior observed from customer i at time t, in this case average revenue per cross-buy. | Compustat |
Firm Size | Measured as the logarithm of the number of employees at t. | Compustat |
Financial Leverage | Ratio of total liabilities to total assets | Compustat |
Liquidity | Ratio of current assets to current liabilities. | Compustat |
R&D Intensity | Ratio of research and development expense to total assets. | Compustat |
Sales Growth | Percentage year-to-year change in sales revenue. | Compustat |
Variable | Mean | SD |
---|---|---|
Tobin’s q | 1.605 | 1.273 |
Customer Behavior | 16.269 | 18.164 |
Sustainability Report | 0.138 | 0.369 |
Firm Size | 12.386 | 19.327 |
Financial Leverage | 0.413 | 0.382 |
Liquidity | 3.270 | 3.401 |
R&D Intensity | 0.057 | 0.060 |
Sales Growth | 0.105 | 0.199 |
1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | |
---|---|---|---|---|---|---|---|---|
1. Tobin’s q | 1 | |||||||
2. Sustainability Report | −0.03 * | 1 | ||||||
3. Customer Behavior | 0.19 * | −0.12 * | 1 | |||||
4. Size | 0.08 | 0.09 | 0.07 | 1 | ||||
5. Financial Leverage | 0.02 * | 0.08 | 0.02 * | 0.01 * | 1 | |||
6. Liquidity | 0.08 * | 0.01 * | 0.06 * | 0.04 * | 0.02 * | 1 | ||
7. R&D Intensity | 0.05 * | 0.06 * | 0.15 * | 0.02 * | 0.15 * | 0.24 * | 1 | |
8. Sales Growth | 0.10 * | 0.14 * | 0.23 * | 0.01 * | 0.04 * | 0.11 * | 0.26 * | 1 |
Variable | Tobin’s q (1) | Tobin’s q (2) | Tobin’s q (3) | Tobin’s q (4) | Tobin’s q (5) | |||||
---|---|---|---|---|---|---|---|---|---|---|
Estimate | S.E | Estimate | S.E | Estimate | S.E | Estimate | S.E | Estimate | S.E | |
Sustainability Report | - | - | −0.159 ** | 0.047 | 0.138 ** | 0.060 | 0.138 ** | 0.054 | 0.140 ** | 0.093 |
Temporal Effect | - | - | - | - | 0.049 * | 0.023 | 0.063 * | 0.060 | 0.034 * | 0.030 |
Sustainability Report ∗ Temporal Effect | - | - | - | - | - | - | 0.077 * | 0.041 | 0.070 * | 0.042 |
Firm Size | 0.029 * | 0.053 | 0.094 * | 0.031 | 0.018 * | 0.049 | 0.039 * | 0.043 | 0.029 * | 0.063 |
Financial Leverage | −0.024 * | 0.027 | −0.372 * | 0.039 | −0.014 * | 0.030 | −0.044 * | 0.029 | −0.022 * | 0.090 |
Liquidity | −0.044 * | 0.024 | −0.048 * | 0.014 | −0.182 ** | 0.015 | −0.020 * | 0.054 | −0.015 * | 0.045 |
R&D Intensity | 7.029 ** | 4.020 | 6.129 ** | 3.390 | 6.032 ** | 2.531 | 5.327 ** | 3.559 | 5.048 ** | 4.039 |
Sales Growth | 0.163 ** | 0.042 | 0.136 ** | 0.026 | 0.357 ** | 0.025 | 0.309 ** | 0.046 | 0.254 ** | 0.051 |
Log-Likelihood | 7035.394 | 5639.230 | 5329.237 | 5632.309 | 5278.234 | 5612.430 | 6027.349 | 5679.308 | 6023.327 | 5693.637 |
AIC | 26,039.627 | 23,360.128 | 23,829.102 | 23,338.162 | 22,323.199 | 23,328.127 | 23,331.897 | 23,329.143 | 22,738.910 | 22,326.728 |
BIC | 28,327.120 | 28,229.602 | 28,240.639 | 28,234.627 | 26,239.624 | 28,239.129 | 27,830.636 | 26,803.637 | 26,829.936 | 26,830.917 |
Mp | 0.027 * | 0.004 | 0.041 * | 0.003 | 0.062 * | 0.005 | 0.049 * | 0.002 | 0.037 * | 0.003 |
Epu | 0.059 * | 0.002 | 0.106 * | 0.001 | 0.080 * | 0.002 | 0.056 * | 0.008 | 0.061 * | 0.001 |
Year Effect | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
Residual | - | - | - | - | - | - | - | - | −0.032 | 0.08 |
Observations | 12,308 | 12,308 | 12,308 | 12,308 | 12,308 | |||||
R2 | 0.837 | 0.828 | - | −0.821 | 0.840 | 0.8840 |
Variable | Customer behavior (1) | Customer behavior (2) | Customer behavior (3) | Customer behavior (4) | Customer behavior (5) | |||||
---|---|---|---|---|---|---|---|---|---|---|
Estimate | S.E | Estimate | S.E | Estimate | S.E | Estimate | S.E | Estimate | S.E | |
Sustainability report | - | - | −0.116 ** | 0.041 | 0.109 ** | 0.054 | 0.217 ** | 0.043 | 0.318 ** | 0.061 |
Temporal Effect | - | - | - | - | 0.058 * | 0.039 | 0.053 * | 0.059 | 0.064 * | 0.086 |
Sustainability Report ∗ Temporal Effect | - | - | - | - | - | - | 0.061 * | 0.043 | 0.090 * | 0.034 |
Firm size | 0.132 | 0.080 | 0.165 | 0.039 | 0.019 | 0.065 | 0.094 | 0.080 | 0.043 | 0.028 |
Financial Leverage | −0.058 * | 0.064 | −0.179 * | 0.046 | −0.053 * | 0.028 | −0.051 * | 0.068 | −0.064 * | 0.042 |
Liquidity | −0.056 * | 0.049 | −0.084 * | 0.060 | −0.158 * | 0.050 | −0.065 * | 0.041 | −0.039 | 0.089 |
R&D Intensity | 4.307 ** | 1.054 | 3.439 ** | 1.547 | 4.430 ** | 1.125 | 4.840 ** | 1.438 | 4.328 ** | 2.477 |
Sales Growth | 0.130 * | 0.048 | 0.167 ** | 0.019 | 0.241 ** | 0.044 | 0.159 ** | 0.069 | 0.290 ** | 0.052 |
Log Likelihood | 6892.209 | 4397.231 | 4397.372 | 4397.893 | 4399.309 | 4397.629 | 4397.831 | 4397.835 | 4397.828 | 4397.381 |
AIC | 20,391.412 | 20,210.365 | 20,212.982 | 20,392.209 | 20,391.230 | 20,391.256 | 20,391.282 | 20,391.937 | 20,391.261 | 20,391.345 |
BIC | 21,840.639 | 21,830.272 | 218,321.29 | 21,830.827 | 21,830.920 | 21,830.920 | 21,830.028 | 21,830.630 | 21,830.653 | 21,830.647 |
Mp | 0.038 * | 0.006 | 0.056 * | 0.004 | 0.073 * | 0.008 | 0.059 * | 0.003 | 0.047 * | 0.009 |
Epu | 0.042 * | 0.003 | 0.135 * | 0.002 | 0.044 * | 0.003 | 0.047 * | 0.007 | 0.052 * | 0.004 |
Year effect | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
Residual | - | - | - | - | - | - | - | - | −0.017 | 0.06 |
Observations | 12,308 | 12,308 | 12,308 | 12,308 | 12,308 | |||||
R2 | 0.794 | 0.792 | 0.746 | 0.790 | 0.790 |
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Alghamdi, O.A.; Agag, G. Unlocking the Power of Reporting: Exploring the Link between Voluntary Sustainability Reporting, Customer Behavior, and Firm Value. Sustainability 2023, 15, 15584. https://doi.org/10.3390/su152115584
Alghamdi OA, Agag G. Unlocking the Power of Reporting: Exploring the Link between Voluntary Sustainability Reporting, Customer Behavior, and Firm Value. Sustainability. 2023; 15(21):15584. https://doi.org/10.3390/su152115584
Chicago/Turabian StyleAlghamdi, Omar. A., and Gomaa Agag. 2023. "Unlocking the Power of Reporting: Exploring the Link between Voluntary Sustainability Reporting, Customer Behavior, and Firm Value" Sustainability 15, no. 21: 15584. https://doi.org/10.3390/su152115584
APA StyleAlghamdi, O. A., & Agag, G. (2023). Unlocking the Power of Reporting: Exploring the Link between Voluntary Sustainability Reporting, Customer Behavior, and Firm Value. Sustainability, 15(21), 15584. https://doi.org/10.3390/su152115584