Socially Responsible Artificial Intelligence Empowered People Analytics: A Novel Framework Towards Sustainability

被引:22
作者
Chang, Yu-Ling [1 ,3 ]
Ke, Jie [2 ]
机构
[1] Penn State Univ, Bellefonte, PA USA
[2] Jackson State Univ, Jackson, MS USA
[3] Penn State Univ, Dept Learning & Performance Syst, 301 Keller Bldg, University Pk, PA 16802 USA
关键词
socially responsible AI; people analytics; artificial intelligence; sustainability; AI; MANAGEMENT; MODELS; ETHICS; BIAS; AGE;
D O I
10.1177/15344843231200930
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
Series of reports on AI misconduct from multiple renowned organizations have triggered a surge of public awareness, calling for more responsible and sustainable use of AI. Noting socially responsible AI (SRAI) as a new concept in the field of PA and HRD, we delved into the subject through an integrative literature review of 75 articles and incorporated three sustainability concepts into AI-enabled PA: corporate social responsibility (CSR), environment, social, and governance (ESG), and UN sustainable development goals (SDGs). Through a stakeholder view, we identified major SRAI stakeholders (subjects) and analyzed their essential considerations (objectives), the impediments of AI technology (causes), and the solutions (means). The analysis illuminated key requirements and considerations for enhancing AI-enabled PA to SRAI-empowered PA towards sustainability. Moreover, we proposed a holistic framework to thoroughly understand SRAI in theory and provided practical implications, recommendations, and future research directions for HRD scholars and professionals.
引用
收藏
页码:88 / 120
页数:33
相关论文
共 50 条
[21]   CREATING SHARED VALUE AS A FRAMEWORK FOR RESPONSIBLE APPLICATION OF ARTIFICIAL INTELLIGENCE IN SERBIA [J].
Bulatovic, Gordana .
SERBIAN JOURNAL OF MANAGEMENT, 2024, 19 (02) :413-427
[22]   Artificial Intelligence Solutions Towards to BIM6D: Sustainability and Energy Efficiency [J].
Kardoka, Justas ;
Paulauskaite-Taraseviciene, Agne ;
Pupeikis, Darius .
INFORMATION AND SOFTWARE TECHNOLOGIES, ICIST 2022, 2022, 1665 :117-135
[23]   Towards a quantitative evaluation of the relationship between performance and environmental sustainability of Artificial Intelligence algorithms [J].
Duraccio, Luigi ;
Angrisani, Leopoldo ;
D'Arco, Mauro ;
De Benedetto, Egidio ;
Imbo, Monica ;
Tedesco, Annarita .
2024 IEEE INTERNATIONAL INSTRUMENTATION AND MEASUREMENT TECHNOLOGY CONFERENCE, I2MTC 2024, 2024,
[24]   Artificial Intelligence in Digital Marketing: Towards an Analytical Framework for Revealing and Mitigating Bias [J].
Reed, Catherine ;
Wynn, Martin ;
Bown, Robin .
BIG DATA AND COGNITIVE COMPUTING, 2025, 9 (02)
[25]   AI Design: A Responsible Artificial Intelligence Framework for Prefilling Impact Assessment Reports [J].
Bogucka, Edyta ;
Constantinides, Marios ;
Scepanovic, Sanja ;
Quercia, Daniele .
IEEE INTERNET COMPUTING, 2024, 28 (05) :37-45
[26]   A Path Towards an Internet of Things and Artificial Intelligence Regulatory Framework [J].
Hadzovic, Suada ;
Mrdovic, Sasa ;
Radonjic, Milutin .
IEEE COMMUNICATIONS MAGAZINE, 2023, 61 (07) :90-96
[27]   Towards Artificial Intelligence Driven Emotion Aware Fall Monitoring Framework Suitable for Elderly People with Neurological Disorder [J].
Al Nahian, M. Jaber ;
Ghosh, Tapotosh ;
Uddin, Mohammed Nasir ;
Islam, Md Maynul ;
Mahmud, Mufti ;
Kaiser, M. Shamim .
BRAIN INFORMATICS, BI 2020, 2020, 12241 :275-286
[28]   XRAI-Ethics: Towards a Robust Ethical Analysis Framework for Extended Artificial Intelligence [J].
Stacchio, Lorenzo ;
Pierdicca, Roberto ;
Paolanti, Marina ;
Zingaretti, Primo ;
Frontoni, Emanuele ;
Giovanola, Benedetta ;
Tiribelli, Simona .
2024 IEEE INTERNATIONAL SYMPOSIUM ON MIXED AND AUGMENTED REALITY ADJUNCT, ISMAR-ADJUNCT 2024, 2024, :214-219
[29]   Towards Managing Covid-19 Using Artificial Intelligence and Big Data Analytics [J].
Aziz, Azwa Abdul ;
Madi, Elissa Nadia ;
Pa, Nik Nurul Nadia Nik ;
Makhtar, Mokhairi .
IMPACT OF ARTIFICIAL INTELLIGENCE, AND THE FOURTH INDUSTRIAL REVOLUTION ON BUSINESS SUCCESS, 2023, 485 :147-164
[30]   Towards responsible artificial intelligence in education: a systematic review on identifying and mitigating ethical risks [J].
Zhu, Haotian ;
Sun, Yao ;
Yang, Junfeng .
HUMANITIES & SOCIAL SCIENCES COMMUNICATIONS, 2025, 12 (01)