The Chairman’s Rural Origin and Short-Term Expenditures in China
Abstract
:1. Introduction
2. Theoretical Background
2.1. How Rural Imprinting Influences Organizational Decision-Making
2.2. Cultural Capital Theory and Short-Termism in Management
3. Hypotheses
3.1. Influence of Rural Background on Short-Term Expenditure Orientation
3.2. The Moderating Effect of Work Experience
3.3. The Moderating Effect of the Competitive Environment
4. Methodology
4.1. Sample and Data
4.2. Main Measures
4.3. Analysis Results and Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
- Jackson, G.; Petraki, A. How Does Corporate Governance Lead to Short-Termism? European Trade Union Institute: Brussels, Belgium, 2011; p. 199. [Google Scholar]
- Li, B.; Li, L.; Pi, T. Is the R&D Expenditure of Listed Companies Green? Evidence from China’s A-Share Market. Int. J. Environ. Res. Public Health 2022, 19, 11969. [Google Scholar]
- Srinivasan, R.; Ramani, N. With power comes responsibility: How powerful marketing departments can help prevent myopic management. J. Mark. 2019, 83, 108–125. [Google Scholar] [CrossRef]
- Peng, W. Managerial Myopia and Corporate Social Responsibility Activities. Front. Bus. Econ. Manag. 2022, 5, 276–280. [Google Scholar] [CrossRef]
- Aspara, J.; Pajunen, K.; Tikkanen, H.; Tainio, R. Explaining corporate short-termism: Self-reinforcing processes and biases among investors, the media and corporate managers. Socio-Econ. Rev. 2014, 12, 667–693. [Google Scholar] [CrossRef]
- Nikolov, A.N. Managerial short-termism: An integrative perspective. J. Mark. Theory Pract. 2018, 26, 260–279. [Google Scholar] [CrossRef]
- Hambrick, D.C.; Mason, P.A. Upper echelons: The organization as a reflection of its top managers. Acad. Manag. Rev. 1984, 9, 193–206. [Google Scholar] [CrossRef]
- Vagner, L.; Valaskova, K.; Durana, P.; Lazaroiu, G. Earnings management: A bibliometric analysis. Econ. Sociol. 2021, 14, 249–262. [Google Scholar] [CrossRef]
- Weckroth, M.; Kemppainen, T. Rural conservatism and the urban spirit of capitalism? On the geography of human values. Reg. Stud. 2023, 57, 1747–1768. [Google Scholar] [CrossRef]
- Bernile, G.; Bhagwat, V.; Rau, P.R. What doesn’t kill you will only make you more risk-loving: Early-life disasters and CEO behavior. J. Financ. 2017, 72, 167–206. [Google Scholar] [CrossRef]
- Hillman, A.J.; Dalziel, T. Boards of directors and firm performance: Integrating agency and resource dependence perspectives. Acad. Manag. Rev. 2003, 28, 383–396. [Google Scholar] [CrossRef]
- Hermalin, B.; Weisbach, M.S. Boards of Directors as an Endogenously Determined Institution: A Survey of the Economic Literature. 2001. Available online: https://www.nber.org/papers/w8161 (accessed on 14 September 2023).
- Shen, H.; Xiong, H.; Zheng, S.; Hou, F. Chief executive officer (CEO)’s rural origin and internal control quality. Econ. Model. 2021, 95, 441–452. [Google Scholar] [CrossRef]
- Ren, S.; Li, J.; Li, M.; Han, Y. How does Dual “Rural Imprint” of Senior Executives Affect Corporate Debt Financing? J. Beijing Inst. Technol. Soc. Sci. Ed. 2021, 23, 85–100. [Google Scholar]
- Tilcsik, A. Imprint–environment fit and performance: How organizational munificence at the time of hire affects subsequent job performance. Adm. Sci. Q. 2014, 59, 639–668. [Google Scholar] [CrossRef]
- Throsby, D. Cultural capital. J. Cult. Econ. 1999, 23, 3–12. [Google Scholar] [CrossRef]
- Ge, J.; Li, J.M.; Zhao, E.Y.; Yang, F. Rags to riches? Entrepreneurs’ social classes, resourceful time allocation, and venture performance. J. Bus. Ventur. 2022, 37, 106248. [Google Scholar] [CrossRef]
- Ren, S.; Sun, H.; Tang, Y. CEO’s Hometown Identity and Corporate Social Responsibility. J. Manag. 2022, 49, 2455–2489. [Google Scholar] [CrossRef]
- O’Sullivan, D.; Zolotoy, L.; Fan, Q. CEO early-life disaster experience and corporate social performance. Strat. Manag. J. 2021, 42, 2137–2161. [Google Scholar] [CrossRef]
- Marquis, C.; Tilcsik, A. Imprinting: Toward a multilevel theory. Acad. Manag. Ann. 2013, 7, 195–245. [Google Scholar] [CrossRef]
- Bamber, L.S.; Jiang, J.; Wang, I.Y. What’s my style? The influence of top managers on voluntary corporate financial disclosure. Account. Rev. 2010, 85, 1131–1162. [Google Scholar] [CrossRef]
- Gu, Y.; Zhang, H.; Zhou, W.; Zhong, W. Regional culture, top executive values, and corporate donation behaviors. Technol. Forecast. Soc. Change 2019, 140, 1–13. [Google Scholar] [CrossRef]
- Choi, D.; Shin, H.; Kim, K. CEO’s Childhood Experience of Natural Disaster and CSR Activities. J. Bus. Ethics 2023, 1–26. [Google Scholar] [CrossRef] [PubMed]
- Wang, D.; Du, F.; Marquis, C. Defending Mao’s dream: How politicians’ ideological imprinting affects firms’ political appointment in China. Acad. Manag. J. 2019, 62, 1111–1136. [Google Scholar] [CrossRef]
- Bianchi, E.C. Entering adulthood in a recession tempers later narcissism. Psychol. Sci. 2014, 25, 1429–1437. [Google Scholar] [CrossRef]
- Kidwell, R.E.; Eddleston, K.A.; Kellermanns, F.W. Learning bad habits across generations: How negative imprints affect human resource management in the family firm. Hum. Resour. Manag. Rev. 2018, 28, 5–17. [Google Scholar] [CrossRef]
- Zeng, X.; Chen, L.; Yan, J.; Yang, H. Research on the effect of executives’ military experiences on M&A premium: The perspective of imprint-environment fit. Foreign Econ. Manag. 2020, 42, 94–106. [Google Scholar]
- Gao, Y.; Wang, Y.; Zhang, M. Who really cares about the environment? CEOs’ military service experience and firms’ investment in environmental protection. Bus. Ethics Environ. Responsib. 2021, 30, 4–18. [Google Scholar] [CrossRef]
- Zhong, X.; Song, T.; Ren, L. The role of founder reign in explaining family firms’ R&D investment: Evidence from China. Eur. J. Innov. Manag. 2023, 26, 422–445. [Google Scholar] [CrossRef]
- Afridi, F.; Li, S.X.; Ren, Y. Social identity and inequality: The impact of China’s hukou system. J. Public Econ. 2015, 123, 17–29. [Google Scholar] [CrossRef]
- Wu, H. (Suffering) for the Family: The Mediated Structure of Feeling among the Rural Elderly in Post-Reform China. Ph.D. Thesis, London School of Economics and Political Science, London, UK, 2022. [Google Scholar]
- Gore, J.S. Standing on shaky ground and living in the now: How resource amount and stability influence time perspectives. J. Appl. Soc. Psychol. 2018, 48, 398–408. [Google Scholar] [CrossRef]
- Liu, W.M.; Ali, S.R.; Soleck, G.; Hopps, J.; Pickett, T., Jr. Using social class in counseling psychology research. J. Couns. Psychol. 2004, 51, 3. [Google Scholar] [CrossRef]
- Miller, D.; Le Breton-Miller, I. Underdog entrepreneurs: A model of challenge–based entrepreneurship. Entrep. Theory Pract. 2017, 41, 7–17. [Google Scholar] [CrossRef]
- Xu, S.; Ma, P. CEOs’ poverty experience and corporate social responsibility: Are CEOs who have experienced poverty more generous? J. Bus. Ethics 2021, 180, 747–776. [Google Scholar] [CrossRef]
- Fan, M. Managerial Short-Termism, Corporate Social Responsibility and Green Innovation: Empirical Evidence from China. 2023. Available online: https://www.researchsquare.com/article/rs-2628429/v1 (accessed on 14 September 2023).
- Grishunin, S.; Suloeva, S.; Burova, E. Development of Risk Management Mechanism and the System of Risk Metrics to Evaluate and Enhance the Long-Term Orientation of the Strategies of Non-Financial Companies. Risks 2022, 10, 182. [Google Scholar] [CrossRef]
- Lăzăroiu, G.; Ionescu, L.; Andronie, M.; Dijmărescu, I. Sustainability management and performance in the urban corporate economy: A systematic literature review. Sustainability 2020, 12, 7705. [Google Scholar] [CrossRef]
- Janicka, M.; Pieloch-Babiarz, A.; Sajnóg, A. Does short-termism influence the market value of companies? Evidence from EU countries. J. Risk Financ. Manag. 2020, 13, 272. [Google Scholar] [CrossRef]
- Kliestik, T.; Valaskova, K.; Nica, E.; Kovacova, M.; Lazaroiu, G. Advanced methods of earnings management: Monotonic trends and change-points under spotlight in the Visegrad countries. Oeconomia Copernic. 2020, 11, 371–400. [Google Scholar] [CrossRef]
- Bergstresser, D.; Philippon, T. CEO incentives and earnings management. J. Financ. Econ. 2006, 80, 511–529. [Google Scholar] [CrossRef]
- Glover, J.; Champion, D.; Daniels, K.; Boocock, G. Using capital theory to explore problem solving and innovation in small firms. J. Small Bus. Enterp. Dev. 2016, 23, 25–43. [Google Scholar] [CrossRef]
- Sun, X.; Xiong, A.; Li, H.; Westlund, H.; Li, Y. Does social capital influence small business entrepreneurship? Differences between urban and rural China. Ann. Reg. Sci. 2019, 70, 819–837. [Google Scholar] [CrossRef]
- Alhenawi, Y. Financial literacy of US households: Knowledge vs. long-term financial planning. Financ. Serv. Rev. 2013, 22, 1–43. Available online: https://ssrn.com/abstract=2532068 (accessed on 14 September 2023).
- Rohima, S.; Suman, A.; Manzilati, A.; Ashar, K. Vicious circle analysis of poverty and entrepreneurship. IOSR J. Bus. Manag. 2013, 7, 33–46. [Google Scholar] [CrossRef]
- Saxena, S. Problems faced by rural entrepreneurs and remedies to solve it. J. Bus. Manag. 2012, 3, 23–29. [Google Scholar] [CrossRef]
- Hult, G.T.M.; Ketchen, D.J.; Griffith, D.A.; Chabowski, B.R.; Hamman, M.K.; Dykes, B.J.; Pollitte, W.A.; Cavusgil, S.T. An assessment of the measurement of performance in international business research. J. Int. Bus. Stud. 2008, 39, 1064–1080. [Google Scholar] [CrossRef]
- Vătămănescu, E.-M.; Bratianu, C.; Dabija, D.-C.; Popa, S. Capitalizing online knowledge networks: From individual knowledge acquisition towards organizational achievements. J. Knowl. Manag. 2023, 27, 1366–1389. [Google Scholar] [CrossRef]
- Ya, Y.; Shuba, S.; Koen, P.; Amit, J. How CEO/CMO characteristics affect innovation and stock returns: Findings and future directions. J. Acad. Mark. Sci. 2020, 48, 1229–1253. [Google Scholar]
- Martino, P.; Rigolini, A.; D’Onza, G. The relationships between CEO characteristics and strategic risk-taking in family firms. J. Risk Res. 2020, 23, 95–116. [Google Scholar] [CrossRef]
- Kalaignanam, K.; Tuli, K.R.; Kushwaha, T.; Lee, L.; Gal, D. Marketing agility: The concept, antecedents, and a research agenda. J. Mark. 2021, 85, 35–58. [Google Scholar] [CrossRef]
- Jensen, D.; Kind, A.J.; Morrison, A.S.; Heimberg, R.G. Intolerance of uncertainty and immediate decision-making in high-risk situations. J. Exp. Psychopathol. 2014, 5, 178–190. [Google Scholar] [CrossRef]
- Kor, Y.Y. Direct and interaction effects of top management team and board compositions on R&D investment strategy. Strat. Manag. J. 2006, 27, 1081–1099. [Google Scholar]
- Zinkhan, G.M.; Verbrugge, J.A. The marketing/finance interface: Two divergent and complementary views of the firm. J. Bus. Res. 2000, 50, 143–148. [Google Scholar] [CrossRef]
- Artz, M.; Mizik, N. How Incentives Shape Strategy: The Role of CMO and CEO Compensation in Inducing Marketing Myopia. 2017. Available online: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3093033#:~:text=We%20find%20that%20CEO%20equity%20incentives%20are%20largely,the%20incidence%20and%20severity%20of%20myopic%20marketing%20management (accessed on 14 September 2023).
- Whitler, K.A.; Krause, R.; Lehmann, D.R. When and how board members with marketing experience facilitate firm growth. J. Mark. 2018, 82, 86–105. [Google Scholar] [CrossRef]
- Walter, P.T.; Juan, T.; Julio, C. The firm value and marketing intensity decision in conditions of financial constraint: A comparative study of the United States and Latin America. J. Int. Mark. 2020, 28, 21–39. [Google Scholar]
- Fedyk, T.; Khimich, N. R&D investment decisions of IPO firms and long-term future performance. Rev. Account. Financ. 2018, 17, 78–108. [Google Scholar]
- Xu, J.; Liu, F.; Chen, Y.-H. R&D, advertising and firms’ financial performance in South Korea: Does firm size matter? Sustainability 2019, 11, 3764. [Google Scholar]
- Köksal, M.H.; Özgül, E. The relationship between marketing strategies and performance in an economic crisis. Mark. Intell. Plan. 2007, 25, 326–342. [Google Scholar] [CrossRef]
- Srinivasan, R.; Lilien, G.L.; Sridhar, S. Should firms spend more on research and development and advertising during recessions? J. Mark. 2011, 75, 49–65. [Google Scholar] [CrossRef]
- Luo, X.R.; Wang, D.; Zhang, J. Whose call to answer: Institutional complexity and firms’ CSR reporting. Acad. Manag. J. 2017, 60, 321–344. [Google Scholar] [CrossRef]
- Liu, P.; Li, Z.; Luo, P. External corporate governance and assurance of corporate social responsibility reports: Evidence from China. Sustain. Account. Manag. Policy J. 2023, 14, 420–457. [Google Scholar] [CrossRef]
- Chen, S.; Xu, L.; Jebran, K. The effect of Confucian culture on corporate tax avoidance: Evidence from China. Econ. Res. -Ekon. Istraživanja 2021, 34, 1342–1365. [Google Scholar] [CrossRef]
- Wang, G.; Holmes, R.M., Jr.; Oh, I.S.; Zhu, W. Do CEOs matter to firm strategic actions and firm performance? A meta-analytic investigation based on upper echelons theory. Pers. Psychol. 2016, 69, 775–862. [Google Scholar] [CrossRef]
- McAlister, L.; Srinivasan, R.; Kim, M. Advertising, research and development, and systematic risk of the firm. J. Mark. 2007, 71, 35–48. [Google Scholar] [CrossRef]
- Zhang, Y.; Wang, P.; Kwon, J. CSR in China: Does being close to the central or local government matter? Sustainability 2021, 13, 8770. [Google Scholar] [CrossRef]
- Dospinescu, O.; Dospinescu, N. Workaholism in IT: An analysis of the influence factors. Adm. Sci. 2020, 10, 96. [Google Scholar] [CrossRef]
- Zhang, W.; Kwon, J.-W.; Choy, M. Localizing corporate social responsibility in China: The role of geographic proximity to political and financial centers. J. Clean. Prod. 2023, 421, 138430. [Google Scholar] [CrossRef]
- Shi, B.; Li, J. Does the internet promote division of labor? Evidences from Chinese manufacturing enterprises. Manag. World 2020, 36, 130–148. [Google Scholar]
- Bolton, P.; Scheinkman, J.; Xiong, W. Executive compensation and short-termist behaviour in speculative markets. Rev. Econ. Stud. 2006, 73, 577–610. [Google Scholar] [CrossRef]
- Edmans, A.; Heinle, M.S.; Huang, C. The real costs of financial efficiency when some information is soft. Rev. Financ. 2016, 20, 2151–2182. [Google Scholar] [CrossRef]
- Hu, J.; Hu, L.; Hu, M.; Dnes, A. Entrepreneurial human capital, equity concentration and firm performance: Evidence from companies listed on China’s Growth Enterprise Market. Manag. Decis. Econ. 2023, 44, 187–196. [Google Scholar] [CrossRef]
- Dai, Y.; Kong, D.; Wang, L. Information asymmetry, mutual funds and earnings management: Evidence from China. China J. Account. Res. 2013, 6, 187–209. [Google Scholar] [CrossRef]
- Xu, C.; Xu, Y. Exploring the effects of director network on open innovation: The moderating role of CEO short-sightedness. Eur. J. Innov. Manag. 2023. [Google Scholar] [CrossRef]
- Wang, Y.; Shen, T.; Chen, Y.; Carmeli, A. CEO environmentally responsible leadership and firm environmental innovation: A socio-psychological perspective. J. Bus. Res. 2021, 126, 327–340. [Google Scholar] [CrossRef]
Column A: Variable Description | ||||||
---|---|---|---|---|---|---|
Variable | Measurement Method | |||||
Main Variable | Birthrural | If the administrative level of the place of birth is located at the county level or below, it is 1, and 0 otherwise | ||||
R&D | The ratio of the R&D expenditure of the enterprise in the measurement year to the total assets of the enterprise in the year | |||||
Advertise | The ratio of the marketing expenditure of the enterprise in the measurement year to the total assets of the enterprise in the year | |||||
Moderator | Market | If the chairperson has work experience related to the marketing department, it is 1, and 0 otherwise | ||||
Financial | If the chairperson has work experience related to the financial department, it is 1, and 0 otherwise | |||||
Growth rate | Measures the growth rate of operating income for the year compared to the previous year | |||||
Control Variable | Gender | The chairperson’s gender (male 1, female 2) | ||||
Age | The chairperson’s age | |||||
Size | The natural logarithm of the year’s asset size | |||||
Experience | The age of the business by year | |||||
Director | The number of company directors in the year | |||||
InDire | The number of independent directors of the enterprise in the year | |||||
Debt | The ratio of corporate liabilities to total assets of the year | |||||
Top10 | The shareholding ratio of the top ten shareholders in the year | |||||
Intangible assets | The proportion of the enterprise’s intangible assets in total assets of the year | |||||
Column B: Descriptive Statistics | ||||||
Variable | Obs | Mean | Std. Dev. | Min | Max | |
Birthrural | 5434 | 0.509 | 0.5 | 0 | 1 | |
R&D | 5434 | 0.019 | 0.024 | 0 | 0.3 | |
Advertise | 5434 | 0.051 | 0.073 | 0 | 0.777 | |
Market | 5363 | 0.154 | 0.361 | 0 | 1 | |
Financial | 5363 | 0.056 | 0.229 | 0 | 1 | |
Growth rate | 5434 | 15.902 | 129.927 | −90.855 | 8748.366 | |
Gender | 5370 | 1.031 | 0.174 | 1 | 2 | |
Age | 5370 | 54.847 | 6.901 | 24 | 81 | |
Size | 5434 | 22.71 | 1.518 | 19.206 | 28.636 | |
Experience | 5434 | 18.768 | 5.711 | 4 | 65 | |
Director | 5434 | 8.795 | 1.85 | 4 | 18 | |
InDire | 5434 | 3.255 | 0.661 | 1 | 8 | |
Debt | 5434 | 0.093 | 0.102 | −0.093 | 1.257 | |
Top10 | 5434 | 60.304 | 15.95 | 1.32 | 100.01 | |
Intangible assets | 5434 | 0.046 | 0.052 | 0 | 0.938 | |
Column C: t-test | ||||||
Variable | Birth—rural | Birth—urban | t-test | |||
Obs | Mean | Obs | Mean | |||
R&D | 2670 | 0.021 | 2764 | 0.018 | 4.05 *** | |
Advertise | 2670 | 0.052 | 2764 | 0.049 | 1.67 ** |
VIF | Birthrural | R&D | Advertise | Market | Financial | Growth Rate | Gender | Age | Size | Experience | Director | InDire | Debt | Top 10 | Intangible Assets | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Birthrural | 1 | |||||||||||||||
R&D | 1.15 | −0.055 *** | 1 | |||||||||||||
Advertise | 1.15 | −0.023 * | 0.224 *** | 1 | ||||||||||||
Market | 1.02 | 0.014 | 0.012 | 0.047 *** | 1 | |||||||||||
Financial | 1.03 | −0.042 *** | −0.075 *** | −0.062 *** | 0.052 *** | 1 | ||||||||||
Growth Rate | 1.03 | −0.014 | 0.067 *** | −0.022 | 0.004 | −0.042 *** | 1 | |||||||||
Gender | 1.01 | −0.032 ** | −0.045 *** | 0.034 ** | −0.005 | 0.036 *** | 0.003 | 1 | ||||||||
Age | 1.07 | 0.050 *** | 0.029 ** | 0.011 | −0.060 *** | −0.061 *** | −0.078 *** | −0.002 | 1 | |||||||
Size | 1.85 | 0.026 * | −0.216 *** | −0.173 *** | 0.017 | 0.062 *** | −0.046 *** | −0.016 | 0.117 *** | 1 | ||||||
Experience | 1.16 | −0.048 *** | −0.091 *** | −0.048 *** | 0.004 | 0.047 *** | −0.063 *** | 0.040 *** | 0.153 *** | 0.112 *** | 1 | |||||
Director | 2.36 | 0.047 *** | −0.073 *** | −0.058 *** | −0.061 *** | 0.040 *** | −0.076 *** | 0.003 | 0.055 *** | 0.246 *** | 0.003 | 1 | ||||
InDire | 2.49 | 0.004 | −0.067 *** | −0.070 *** | −0.060 *** | 0.054 *** | −0.066 *** | 0.001 | −0.001 | 0.330 *** | −0.011 | 0.765 *** | 1 | |||
Debt | 1.44 | 0.016 | −0.260 *** | −0.268 *** | −0.065 *** | 0.115 *** | 0.015 | −0.017 | 0.008 | 0.466 *** | 0.076 *** | 0.208 *** | 0.206 *** | 1 | ||
Top 10 | 1.15 | 0.050 *** | −0.051 *** | 0.078 *** | 0.041 *** | 0.017 | −0.015 | 0.019 | −0.033 ** | 0.201 *** | −0.223 *** | 0.016 | 0.038 *** | 0.007 | 1 | |
Intangible Assets | 1.39 | −0.001 | −0.084 *** | −0.073 *** | 0.024 * | 0.056 *** | −0.065 *** | −0.029 ** | 0.060 *** | 0.487 *** | −0.069 *** | 0.105 *** | 0.187 *** | 0.192 *** | 0.211 *** | 1 |
Variable | Group A: R&D | Group B: Advertising | ||
---|---|---|---|---|
Model 1 | Model 2 | Model 3 | Model 4 | |
Birthrural | −0.002(−3.88) *** | −0.002(−3.55) *** | −0.004(−2.26) ** | −0.006(−2.81) *** |
Market × Birthrural | −0.002(−1.80) * | 0.01(2.81) *** | ||
Financial × Birthrural | 0.00(−0.15) | −0.01(−1.61) | ||
Growth rate × Birthrural | 0.00(2.19) ** | 0.00(1.92) * | ||
Gender | −0.007(−3.92) *** | −0.007(−3.74) *** | 0.011(1.96) ** | 0.011(1.99) ** |
Age | 0.00(4.46) *** | 0.00(4.48) *** | 0.00(2.18) ** | 0.00(2.25) ** |
Size | −0.002(−6.72) *** | −0.002(−6.64) *** | −0.004(−4.96) *** | −0.004(−5.10) *** |
Experience | 0.00(−5.86) *** | 0.00(−5.79) *** | 0.00(−0.78) | 0.00(−0.70) |
Director | 0.00 (−1.39) | 0.00(−1.42) | 0.001(0.89) | 0.001(0.97) |
InDire | 0.001(1.75) * | 0.001(1.69) * | −0.001(−0.48) | −0.001(−0.45) |
Debt | −0.047(−13.68) *** | −0.048(−13.68) *** | −0.162(−15.28) *** | −0.158(−14.87) *** |
Top10 | 0.00(−2.89) *** | 0.00(−2.86) *** | 0.00(7.34) *** | 0.00(7.32) *** |
Intangible assets | 0.00(0.42) | 0.00(0.50) | 0.00(−0.71) | 0.00(−0.70) |
Constant | 0.071(11.30) *** | 0.071(11.26) *** | 0.106(5.53) *** | 0.107(5.58) *** |
Number of obs | 5370 | 5363 | 5370 | 5363 |
R-squared | 0.094 | 0.095 | 0.088 | 0.090 |
Prob > F | 0.000 | 0.000 | 0.000 | 0.000 |
Variable | Group A: R&D | Group B: Advertise |
---|---|---|
Model 1 | Model 2 | |
Birthrural | −0.002(−3.92) *** | −0.004(−2.26) ** |
Other Variables | Controlled | Controlled |
Constant | 0.070(11.31) *** | 0.106(5.54) *** |
Number of obs | 5370 | 5370 |
LR chi2(9) | 528.09 | 495.73 |
Prob > chi2 | 0.0000 | 0.0000 |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Zhang, W.; Li, X.; Liu, S.; Kwon, J.-w. The Chairman’s Rural Origin and Short-Term Expenditures in China. Sustainability 2023, 15, 13873. https://doi.org/10.3390/su151813873
Zhang W, Li X, Liu S, Kwon J-w. The Chairman’s Rural Origin and Short-Term Expenditures in China. Sustainability. 2023; 15(18):13873. https://doi.org/10.3390/su151813873
Chicago/Turabian StyleZhang, Weiyu, Xinyue Li, Shaowei Liu, and Jong-wook Kwon. 2023. "The Chairman’s Rural Origin and Short-Term Expenditures in China" Sustainability 15, no. 18: 13873. https://doi.org/10.3390/su151813873
APA StyleZhang, W., Li, X., Liu, S., & Kwon, J.-w. (2023). The Chairman’s Rural Origin and Short-Term Expenditures in China. Sustainability, 15(18), 13873. https://doi.org/10.3390/su151813873