Examining the Interactive Effect of Advertising Investment and Corporate Social Responsibility on Financial Performance
Abstract
:1. Introduction
2. Literature Review and Hypothesis Development
2.1. The Impact of Advertising Investment on Financial Performance
2.2. The Impact of CSR on Financial Performance
2.3. The Interactive Effect of Advertising Investment and CSR on Financial Performance
3. Research Design
3.1. Research Model
+ α6 Soei,t + α7 MIi,t + α8 Indi,t + α9 Yeari,t + ui,t
+ β6 Soei,t + β7 MIi,t + β8 Indi,t + β9 Yeari,t + θi,t
+ γ6 Levi,t + γ7 Ln_Agei,t + γ8 Soei,t + γ9 MIi,t + γ10 Indi,t + γ11 Yeari,t + ωi,t
3.2. Variable Definitions
3.3. Sample
4. Results and Discussion
4.1. Descriptive Statistics
4.2. Correlation Test
4.3. Regression Analysis and Hypothesis Testing
- (1)
- Test of the relationship between advertising investment and financial performance
- (2)
- Test of the relationship between CSR and financial performance
- (3)
- The interactive effect test of advertising investment and corporate social responsibility on financial performance
4.4. Robustness Test
5. Conclusions
Author Contributions
Funding
Data Availability Statement
Conflicts of Interest
References
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Symbol | Name | Definitions | |
---|---|---|---|
Dependent variable | Tobin_Q | Financial Performance | Tobin’s Q value, (common stock value + preferred stock book value + debt book value)/total asset book value |
Independent variable | Ln_AE | Advertising Investment | The natural logarithm of “advertising promotion expenses” |
CSR | Corporate Social Responsibility | Social Responsibility Evaluation Index of listing companies on Hexun.com | |
St_CSR | Strategic CSR | Evaluation scores on the performance of the rights and interests of shareholders, employees, suppliers, customers, and consumers in the social responsibility of listed companies from Hexun.com | |
Al_CSR | Altruistic CSR | Evaluation scores of environmental and social performances in the social responsibility of listed companies from Hexun.com | |
Control variable | Ln_RD | R&D | The natural logarithm of “R&D expenditure” |
Ln_Size | Size | The natural logarithm of the total assets at the end of the year | |
Lev | Debt-to-Asset Ratio | The ratio of the total debts to total assets at the end of the year | |
Ln_Age | Listing Years | Ln (year of current year-year of listing + 1) | |
Soe | Ownership Structure | State-owned enterprises are defined as 1, and non-state-owned enterprises are defined as 0 | |
MI | Marketization Index | Marketization Index of the company’s location (Marketization Index) | |
Ind | Industry | Dummy variables. According to the 2012 industry classification of the China Securities Regulatory Commission, the manufacturing industry uses two-digit codes, and other industries use major categories. | |
Year | Year | Dummy Variables |
Selection Process | Samples | Observations |
---|---|---|
Original Sample of Listed Corporate Social Responsibility in Hexun.com | 3829 | 33,157 |
(1) Exclude the missing observations of advertising investment data | 976 | 13,827 |
(2) Exclude the observations of ST and *ST companies with unstable profitability | 144 | 3027 |
(3) Exclude financial industry observations with large industry differences | 53 | 308 |
(4) Exclude the missing observations of other variables | 225 | 3524 |
Sample Data | 2431 | 12,471 |
Variables | Mean | Med | Std | Max | Min | N |
---|---|---|---|---|---|---|
Tobin_Q | 3.029 | 2.341 | 2.157 | 12.704 | 0.917 | 12,471 |
Ln_AE | 15.482 | 15.295 | 2.351 | 21.154 | 9.859 | 12,471 |
CSR | 23.445 | 22.120 | 14.290 | 73.820 | −3.430 | 12,471 |
St_CSR | 18.032 | 17.480 | 9.724 | 50.530 | −1.830 | 12,471 |
Al_CSR | 5.418 | 4.160 | 5.830 | 26.770 | −8.560 | 12,471 |
Ln_RD | 17.759 | 17.744 | 1.385 | 21.406 | 13.779 | 12,471 |
Ln_Size | 21.997 | 21.832 | 1.181 | 25.677 | 19.952 | 12,471 |
Lev | 0.386 | 0.368 | 0.198 | 0.864 | 0.049 | 12,471 |
Ln_Age | 8.484 | 6.000 | 7.058 | 25.000 | 0.000 | 12,471 |
Soe | 0.257 | 0.000 | 0.437 | 1.000 | 0.000 | 12,471 |
MI | 8.301 | 9.054 | 1.630 | 10.000 | 3.370 | 12,471 |
Tobin_Q | Ln_AE | CSR | St_CSR | Al_CSR | Ln_RD | Ln_Size | Lev | Ln_Age | Soe | MI | |
---|---|---|---|---|---|---|---|---|---|---|---|
Tobin_Q | 1.000 | ||||||||||
Ln_AE | 0.075 *** | 1.000 | |||||||||
CSR | 0.011 | 0.212 *** | 1.000 | ||||||||
St_CSR | 0.054 *** | 0.194 *** | 0.951 *** | 1.000 | |||||||
Al_CSR | −0.062 *** | 0.196 *** | 0.860 *** | 0.662 *** | 1.000 | ||||||
Ln_RD | −0.150 *** | 0.307 *** | 0.135 *** | 0.178 *** | 0.038 *** | 1.000 | |||||
Ln_Size | −0.415 *** | 0.414 *** | 0.178 *** | 0.145 *** | 0.193 *** | 0.548 *** | 1.000 | ||||
Lev | −0.360 *** | 0.111 *** | −0.101 *** | −0.185 *** | 0.058 *** | 0.193 *** | 0.549 *** | 1.000 | |||
Ln_Age | −0.256 *** | 0.198 *** | −0.022 ** | −0.104 *** | 0.119 *** | 0.144 *** | 0.486 *** | 0.400 *** | 1.000 | ||
Soe | −0.224 *** | 0.067 *** | 0.081 *** | 0.033 *** | 0.140 *** | 0.115 *** | 0.369 *** | 0.315 *** | 0.486 *** | 1.000 | |
MI | 0.090 *** | 0.018 ** | 0.011 | 0.040 *** | −0.040 *** | 0.174 *** | −0.034 *** | −0.068 *** | −0.159 *** | −0.190 *** | 1.000 |
H1: Tobin_Q Model (1) | ||
---|---|---|
Constant | 15.595 *** (41.132) | |
Independent variable | Ln_AE | 0.098 *** (12.665) |
Control variable | Ln_RD | 0.082 *** (5.112) |
Ln_Size | −0.751 *** (−33.551) | |
Lev | −1.471 *** (−15.359) | |
Ln_Age | −0.011 *** (−3.829) | |
Soe | −0.145 *** (−3.550) | |
MI | −0.017 * (−1.750) | |
Ind | control | |
Year | control | |
N | 12,471 | |
Adjusted R2 | 0.416 | |
F | 287.086 |
H2: Tobin_Q | H2a: Tobin_Q | H2b: Tobin_Q | ||
---|---|---|---|---|
Model (2-1) | Model (2-2) | Model (2-3) | ||
Constant | 15.681 *** (40.538) | 15.932 *** (41.091) | 15.157 *** (39.621) | |
Independent variable | CSR | 0.010 *** (8.234) | ||
St_CSR | 0.018 *** (10.392) | |||
Al_CSR | 0.009 *** (3.057) | |||
Control variable | Ln_RD | 0.110 *** (6.863) | 0.101 *** (6.286) | 0.119 *** (7.451) |
Ln_Size | −0.718 *** (−32.307) | −0.731 *** (−32.837) | −0.690 *** (−31.319) | |
Lev | −1.378 *** (−13.992) | −1.259 *** (−12.578) | −1.543 *** (−16.018) | |
Ln_Age | −0.008 *** (−2.761) | −0.006** (−2.019) | −0.010 *** (−3.479) | |
Soe | −0.211 *** (−5.171) | −0.216 *** (−5.308) | −0.196 *** (−4.802) | |
MI | −0.019 * (−1.937) | −0.021 ** (−2.062) | −0.017 * (−1.646) | |
Ind | Control | Control | Control | |
Year | Control | Control | Control | |
N | 12,471 | 12,471 | 12,471 | |
Adjusted R2 | 0.411 | 0.413 | 0.409 | |
F | 282.027 | 284.223 | 278.834 |
H3: Tobin_Q | H3a: Tobin_Q | H3b: Tobin_Q | ||
---|---|---|---|---|
Model (3-1) | Model (3-2) | Model (3-3) | ||
Constant | 16.315 *** (42.248) | 16.573 *** (42.863) | 15.785 *** (41.219) | |
Independent variable | Ln_AE | 0.089 *** (11.598) | 0.088 *** (11.410) | 0.095 *** (12.303) |
CSR | 0.007 *** (5.653) | |||
St_CSR | 0.014 *** (7.730) | |||
Al_CSR | 0.004 (1.322) | |||
Interactive term | Ln_AE × CSR | 0.003 *** (8.177) | ||
Ln_AE × St_CSR | 0.006 *** (9.559) | |||
Ln_AE × Al_CSR | 0.005 *** (4.352) | |||
Control variable | Ln_RD | 0.081 *** (5.037) | 0.073 *** (4.535) | 0.085 *** (5.304) |
Ln_Size | −0.786 *** (−34.704) | −0.797 *** (−35.200) | −0.761 *** (−33.747) | |
Lev | −1.322 *** (−13.515) | −1.225 *** (−12.328) | −1.448 *** (−15.089) | |
Ln_Age | −0.010 *** (−3.571) | −0.009 *** (−3.076) | −0.011 *** (−3.896) | |
Soe | −0.164 *** (−4.038) | −0.171 *** (−4.218) | −0.148 *** (−3.638) | |
MI | −0.021 ** (−2.078) | −0.021 ** (−2.140) | −0.019 * (−1.868) | |
Ind | Control | Control | Control | |
Year | Control | Control | Control | |
N | 12,471 | 12,471 | 12,471 | |
Adjusted R2 | 0.421 | 0.424 | 0.417 | |
F | 275.717 | 278.960 | 270.817 |
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Share and Cite
Lee, J.-S.; Deng, X.-Y.; Chang, C.-H. Examining the Interactive Effect of Advertising Investment and Corporate Social Responsibility on Financial Performance. J. Risk Financial Manag. 2023, 16, 362. https://doi.org/10.3390/jrfm16080362
Lee J-S, Deng X-Y, Chang C-H. Examining the Interactive Effect of Advertising Investment and Corporate Social Responsibility on Financial Performance. Journal of Risk and Financial Management. 2023; 16(8):362. https://doi.org/10.3390/jrfm16080362
Chicago/Turabian StyleLee, Jen-Sin, Xiao-Yan Deng, and Chih-Hsiung Chang. 2023. "Examining the Interactive Effect of Advertising Investment and Corporate Social Responsibility on Financial Performance" Journal of Risk and Financial Management 16, no. 8: 362. https://doi.org/10.3390/jrfm16080362
APA StyleLee, J. -S., Deng, X. -Y., & Chang, C. -H. (2023). Examining the Interactive Effect of Advertising Investment and Corporate Social Responsibility on Financial Performance. Journal of Risk and Financial Management, 16(8), 362. https://doi.org/10.3390/jrfm16080362