This study examines how a firm's advertising and R&D affects the firm's beta-risk and idiosyncratic risk, which are metrics of interest to both finance executives and senior management. Due to the existence of a non-normal and heteroscedasticity dataset, we use quantile regression to analyze the sample to understand the full behavior of our non-normally distributed datapoints. The evidence of this study shows that: (1) Advertising is significantly associated with lower beta-risk for firms with lower, median and higher beta-risk. (2) R&D significantly increases beta-risk for firms with median and higher beta-risk firms. (3) Advertising is significantly associated with lower idiosyncratic risk for firms with higher idiosyncratic risk. (4) R&D is significantly associated with higher idiosyncratic risk for firms with median and higher idiosyncratic risk. In summary, our evidence shows that both advertising and R&D have a stronger effect on firms with higher beta- and idiosyncratic risk than on those with lower beta- and idiosyncratic risk, respectively. Our findings are useful to help both management executives and investors. Firm managers can allocate limited resources more efficiently to reduce their firm risk; investors could exert their influence on firm's senior executives to make decisions that are beneficial to stock returns.
机构:
Sunway Univ, Sunway Business Sch, Dept Econ & Finance, Bandar Sunway, MalaysiaSunway Univ, Sunway Business Sch, Dept Econ & Finance, Bandar Sunway, Malaysia
Anwer, Zaheer
Khan, Ashraf
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机构:
CaFoscari Univ Venice, Dept Management, Venice, ItalySunway Univ, Sunway Business Sch, Dept Econ & Finance, Bandar Sunway, Malaysia
Khan, Ashraf
Castellani, Davide
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h-index: 0
机构:
Univ Bergamo, Dept Management, Bergamo, ItalySunway Univ, Sunway Business Sch, Dept Econ & Finance, Bandar Sunway, Malaysia
Castellani, Davide
Goodell, John W.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Akron, Coll Business, Akron, OH 44325 USASunway Univ, Sunway Business Sch, Dept Econ & Finance, Bandar Sunway, Malaysia
Goodell, John W.
Paltrinieri, Andrea
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h-index: 0
机构:
Univ Cattolica Sacro Cuore, Dept Econ & Business Adm, Milan, ItalySunway Univ, Sunway Business Sch, Dept Econ & Finance, Bandar Sunway, Malaysia
机构:
Kolej Univ Islam Perlis, Fac Business & Management Sci, Kuala Perlis, MalaysiaKolej Univ Islam Perlis, Fac Business & Management Sci, Kuala Perlis, Malaysia
Ahmad, Hanis Hazwani
Azhari, Adilah
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h-index: 0
机构:
Univ Utara Malaysia, Finance & Banking, Sch Econ, Changlun, MalaysiaKolej Univ Islam Perlis, Fac Business & Management Sci, Kuala Perlis, Malaysia
机构:
Univ Nottingham Ningbo China, Business Sch China, Nottingham Univ, 199 Taikang East Rd, Ningbo 315100, Peoples R ChinaUniv Nottingham Ningbo China, Business Sch China, Nottingham Univ, 199 Taikang East Rd, Ningbo 315100, Peoples R China
Cao, Zhangfan
Chen, Steven Xianglong
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h-index: 0
机构:
Univ Liverpool, Management Sch, Liverpool L69 7ZH, EnglandUniv Nottingham Ningbo China, Business Sch China, Nottingham Univ, 199 Taikang East Rd, Ningbo 315100, Peoples R China
Chen, Steven Xianglong
Lee, Edward
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h-index: 0
机构:
Univ Manchester, Alliance Manchester Business Sch, Booth St West, Manchester M15 6PB, EnglandUniv Nottingham Ningbo China, Business Sch China, Nottingham Univ, 199 Taikang East Rd, Ningbo 315100, Peoples R China
Lee, Edward
Xie, Sujuan
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h-index: 0
机构:
Ocean Univ China, Management Coll, China Business Working Capital Management Res Ctr, 238 Songling Rd, Qingdao 266100, Peoples R ChinaUniv Nottingham Ningbo China, Business Sch China, Nottingham Univ, 199 Taikang East Rd, Ningbo 315100, Peoples R China
机构:
Guangxi Minzu Normal Univ, Econ & Management Dept, Chongzuo, Peoples R ChinaGuangxi Minzu Normal Univ, Econ & Management Dept, Chongzuo, Peoples R China
Tang, Chia-Hsien
Liu, Hung-Chun
论文数: 0引用数: 0
h-index: 0
机构:
Chung Yuan Christian Univ, Dept Finance, Taipei, TaiwanGuangxi Minzu Normal Univ, Econ & Management Dept, Chongzuo, Peoples R China
Liu, Hung-Chun
Lee, Yen-Hsien
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h-index: 0
机构:
Chung Yuan Christian Univ, Dept Finance, Taipei, TaiwanGuangxi Minzu Normal Univ, Econ & Management Dept, Chongzuo, Peoples R China
Lee, Yen-Hsien
Hsu, Yuan-Teng
论文数: 0引用数: 0
h-index: 0
机构:
Shanghai Jiao Tong Univ, Antai Coll Econ & Management, 1954 Huashan Rd, Shanghai 200030, Peoples R China
Shanghai Business Sch, Res Ctr Finance, Shanghai, Peoples R China
Natl Yang Ming Chiao Tung Univ, Dept Informat Management & Finance, Taiwan, Peoples R ChinaGuangxi Minzu Normal Univ, Econ & Management Dept, Chongzuo, Peoples R China
机构:
Sunway Univ, Sunway Business Sch, Dept Econ & Finance, Bandar Sunway, MalaysiaSunway Univ, Sunway Business Sch, Dept Econ & Finance, Bandar Sunway, Malaysia
Anwer, Zaheer
Khan, Ashraf
论文数: 0引用数: 0
h-index: 0
机构:
CaFoscari Univ Venice, Dept Management, Venice, ItalySunway Univ, Sunway Business Sch, Dept Econ & Finance, Bandar Sunway, Malaysia
Khan, Ashraf
Castellani, Davide
论文数: 0引用数: 0
h-index: 0
机构:
Univ Bergamo, Dept Management, Bergamo, ItalySunway Univ, Sunway Business Sch, Dept Econ & Finance, Bandar Sunway, Malaysia
Castellani, Davide
Goodell, John W.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Akron, Coll Business, Akron, OH 44325 USASunway Univ, Sunway Business Sch, Dept Econ & Finance, Bandar Sunway, Malaysia
Goodell, John W.
Paltrinieri, Andrea
论文数: 0引用数: 0
h-index: 0
机构:
Univ Cattolica Sacro Cuore, Dept Econ & Business Adm, Milan, ItalySunway Univ, Sunway Business Sch, Dept Econ & Finance, Bandar Sunway, Malaysia
机构:
Kolej Univ Islam Perlis, Fac Business & Management Sci, Kuala Perlis, MalaysiaKolej Univ Islam Perlis, Fac Business & Management Sci, Kuala Perlis, Malaysia
Ahmad, Hanis Hazwani
Azhari, Adilah
论文数: 0引用数: 0
h-index: 0
机构:
Univ Utara Malaysia, Finance & Banking, Sch Econ, Changlun, MalaysiaKolej Univ Islam Perlis, Fac Business & Management Sci, Kuala Perlis, Malaysia
机构:
Univ Nottingham Ningbo China, Business Sch China, Nottingham Univ, 199 Taikang East Rd, Ningbo 315100, Peoples R ChinaUniv Nottingham Ningbo China, Business Sch China, Nottingham Univ, 199 Taikang East Rd, Ningbo 315100, Peoples R China
Cao, Zhangfan
Chen, Steven Xianglong
论文数: 0引用数: 0
h-index: 0
机构:
Univ Liverpool, Management Sch, Liverpool L69 7ZH, EnglandUniv Nottingham Ningbo China, Business Sch China, Nottingham Univ, 199 Taikang East Rd, Ningbo 315100, Peoples R China
Chen, Steven Xianglong
Lee, Edward
论文数: 0引用数: 0
h-index: 0
机构:
Univ Manchester, Alliance Manchester Business Sch, Booth St West, Manchester M15 6PB, EnglandUniv Nottingham Ningbo China, Business Sch China, Nottingham Univ, 199 Taikang East Rd, Ningbo 315100, Peoples R China
Lee, Edward
Xie, Sujuan
论文数: 0引用数: 0
h-index: 0
机构:
Ocean Univ China, Management Coll, China Business Working Capital Management Res Ctr, 238 Songling Rd, Qingdao 266100, Peoples R ChinaUniv Nottingham Ningbo China, Business Sch China, Nottingham Univ, 199 Taikang East Rd, Ningbo 315100, Peoples R China
机构:
Guangxi Minzu Normal Univ, Econ & Management Dept, Chongzuo, Peoples R ChinaGuangxi Minzu Normal Univ, Econ & Management Dept, Chongzuo, Peoples R China
Tang, Chia-Hsien
Liu, Hung-Chun
论文数: 0引用数: 0
h-index: 0
机构:
Chung Yuan Christian Univ, Dept Finance, Taipei, TaiwanGuangxi Minzu Normal Univ, Econ & Management Dept, Chongzuo, Peoples R China
Liu, Hung-Chun
Lee, Yen-Hsien
论文数: 0引用数: 0
h-index: 0
机构:
Chung Yuan Christian Univ, Dept Finance, Taipei, TaiwanGuangxi Minzu Normal Univ, Econ & Management Dept, Chongzuo, Peoples R China
Lee, Yen-Hsien
Hsu, Yuan-Teng
论文数: 0引用数: 0
h-index: 0
机构:
Shanghai Jiao Tong Univ, Antai Coll Econ & Management, 1954 Huashan Rd, Shanghai 200030, Peoples R China
Shanghai Business Sch, Res Ctr Finance, Shanghai, Peoples R China
Natl Yang Ming Chiao Tung Univ, Dept Informat Management & Finance, Taiwan, Peoples R ChinaGuangxi Minzu Normal Univ, Econ & Management Dept, Chongzuo, Peoples R China