The adoption of artificial intelligence in employee recruitment: The influence of contextual factors
被引:130
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作者:
Pan, Yuan
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机构:
Univ Goettingen, Fac Business & Econ, Pl Goettinger Sieben 5, D-37073 Gottingen, GermanyUniv Goettingen, Fac Business & Econ, Pl Goettinger Sieben 5, D-37073 Gottingen, Germany
Pan, Yuan
[1
]
Froese, Fabian
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机构:
Univ Goettingen, Fac Business & Econ, Pl Goettinger Sieben 5, D-37073 Gottingen, GermanyUniv Goettingen, Fac Business & Econ, Pl Goettinger Sieben 5, D-37073 Gottingen, Germany
Froese, Fabian
[1
]
Liu, Ni
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机构:
Univ Goettingen, Fac Business & Econ, Pl Goettinger Sieben 5, D-37073 Gottingen, GermanyUniv Goettingen, Fac Business & Econ, Pl Goettinger Sieben 5, D-37073 Gottingen, Germany
Liu, Ni
[1
]
Hu, Yunyang
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h-index: 0
机构:
Jinan Univ, Sch Management, Guangzhou, Guangdong, Peoples R ChinaUniv Goettingen, Fac Business & Econ, Pl Goettinger Sieben 5, D-37073 Gottingen, Germany
Hu, Yunyang
[2
]
Ye, Maolin
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机构:
Jinan Univ, Sch Management, Guangzhou, Guangdong, Peoples R ChinaUniv Goettingen, Fac Business & Econ, Pl Goettinger Sieben 5, D-37073 Gottingen, Germany
Ye, Maolin
[2
]
机构:
[1] Univ Goettingen, Fac Business & Econ, Pl Goettinger Sieben 5, D-37073 Gottingen, Germany
[2] Jinan Univ, Sch Management, Guangzhou, Guangdong, Peoples R China
HRM technology;
artificial intelligence;
recruitment;
TOE model;
transaction cost;
D O I:
10.1080/09585192.2021.1879206
中图分类号:
C93 [管理学];
学科分类号:
12 ;
1201 ;
1202 ;
120202 ;
摘要:
Artificial intelligence (AI) has been presented as a powerful tool in human resource management (HRM), but little academic research exists on the topic. The present study introduces the technology, organization, and environment (TOE) model from information systems research and integrates it with the transaction cost theory to better understand the facilitators and the constraints of companies' AI adoption behavior during employee recruitment. Survey results from 297 Chinese companies suggest that companies' perceived complexity toward AI constrains AI adoption, while technology competence and regulatory support encourage AI adoption. Relative advantages of AI technology, company size, and industry have no significant impact on AI usage. The findings also demonstrate the moderating effects of transaction costs on the influential power of technological complexity and organizations' technology competence.
机构:
Univ Johannesburg, Dept Construction Management & Quant Surveying, Johannesburg, South AfricaUniv Johannesburg, Dept Construction Management & Quant Surveying, Johannesburg, South Africa
Tjebane, Motheo Meta
Musonda, Innocent
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机构:
Univ Johannesburg, Dept Construction Management & Quant Surveying, Johannesburg, South AfricaUniv Johannesburg, Dept Construction Management & Quant Surveying, Johannesburg, South Africa
Musonda, Innocent
Okoro, Chioma
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h-index: 0
机构:
Univ Johannesburg, Coll Business & Econ, Dept Finance & Investment Management, Johannesburg, South AfricaUniv Johannesburg, Dept Construction Management & Quant Surveying, Johannesburg, South Africa
机构:
Beijing Foreign Studies Univ, Int Business Sch, Beijing, Peoples R ChinaBeijing Foreign Studies Univ, Int Business Sch, Beijing, Peoples R China
Xu, Guoquan
Li, Xin
论文数: 0引用数: 0
h-index: 0
机构:
Southwest Univ Finance & Econ, Sch Accounting, Chengdu, Peoples R ChinaBeijing Foreign Studies Univ, Int Business Sch, Beijing, Peoples R China
Li, Xin
Li, Siyuan
论文数: 0引用数: 0
h-index: 0
机构:
Peking Univ, HSBC Business Sch, Shenzhen, Peoples R ChinaBeijing Foreign Studies Univ, Int Business Sch, Beijing, Peoples R China
Li, Siyuan
Tong, Yan
论文数: 0引用数: 0
h-index: 0
机构:
Beijing Inst Technol, Sch Management, 5 South Zhongguancun St, Beijing 100081, Peoples R ChinaBeijing Foreign Studies Univ, Int Business Sch, Beijing, Peoples R China
机构:
Brunel Univ, Brunel Business Sch, Reader Operat & Supply Chain Management, Uxbridge, Middx, EnglandBrunel Univ, Brunel Business Sch, Reader Operat & Supply Chain Management, Uxbridge, Middx, England
Dora, Manoj
Kumar, Ashwani
论文数: 0引用数: 0
h-index: 0
机构:
Indian Inst Management, Rohtak, Haryana, IndiaBrunel Univ, Brunel Business Sch, Reader Operat & Supply Chain Management, Uxbridge, Middx, England
Kumar, Ashwani
Mangla, Sachin Kumar
论文数: 0引用数: 0
h-index: 0
机构:
OP Jindal Univ, Jindal Global Business Sch, Sonipat, Haryana, IndiaBrunel Univ, Brunel Business Sch, Reader Operat & Supply Chain Management, Uxbridge, Middx, England
Mangla, Sachin Kumar
Pant, Abhay
论文数: 0引用数: 0
h-index: 0
机构:
Indian Inst Management, Rohtak, Haryana, IndiaBrunel Univ, Brunel Business Sch, Reader Operat & Supply Chain Management, Uxbridge, Middx, England
Pant, Abhay
Kamal, Muhammad Mustafa
论文数: 0引用数: 0
h-index: 0
机构:
Coventry Univ, Coventry Business Sch, Sch Strategy & Leadership, Supply Chain Management, Coventry, W Midlands, EnglandBrunel Univ, Brunel Business Sch, Reader Operat & Supply Chain Management, Uxbridge, Middx, England