Responsible Artificial Intelligence (AI) for Value Formation and Market Performance in Healthcare: the Mediating Role of Patient's Cognitive Engagement

被引:0
作者
Kumar, Pradeep [1 ,2 ]
Dwivedi, Yogesh K. [2 ]
Anand, Ambuj [1 ]
机构
[1] Indian Inst Management Ranchi, Ranchi, Bihar, India
[2] Swansea Univ, Emerging Markets Res Ctr EMaRC, Sch Management, Bay Campus, Swansea SA1 8EN, W Glam, Wales
基金
英国科研创新办公室;
关键词
Artificial intelligence; Cognitive engagement; Healthcare; Market performance; Responsible AI; Value formation; VALUE CREATION; DECISION-MAKING; BIG DATA; PROPOSITIONS; RESOURCES; NETWORKS; SERVICES; ADOPTION; MODELS;
D O I
10.1007/s10796-021-10136-6
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The Healthcare sector has been at the forefront of the adoption of artificial intelligence (AI) technologies. Owing to the nature of the services and the vulnerability of a large section of end-users, the topic of responsible AI has become the subject of widespread study and discussion. We conduct a mixed-method study to identify the constituents of responsible AI in the healthcare sector and investigate its role in value formation and market performance. The study context is India, where AI technologies are in the developing phase. The results from 12 in-depth interviews enrich the more nuanced understanding of how different facets of responsible AI guide healthcare firms in evidence-based medicine and improved patient centered care. PLS-SEM analysis of 290 survey responses validates the theoretical framework and establishes responsible AI as a third-order factor. The 174 dyadic data findings also confirm the mediation mechanism of the patient's cognitive engagement with responsible AI-solutions and perceived value, which leads to market performance.
引用
收藏
页码:2197 / 2220
页数:24
相关论文
共 141 条
[1]  
Abosaq NH, 2019, INT J ADV COMPUT SC, V10, P177
[2]   If We Offer it, Will They Accept? Factors Affecting Patient Use Intentions of Personal Health Records and Secure Messaging [J].
Agarwal, Ritu ;
Anderson, Catherine ;
Zarate, Jesus ;
Ward, Claudine .
JOURNAL OF MEDICAL INTERNET RESEARCH, 2013, 15 (02)
[3]  
AHHM, 2017, INDIA DIGITAL HLTH R
[4]  
Ahmad MA, 2018, IEEE INT CONF HEALT, P447, DOI [10.1145/3233547.3233667, 10.1109/ICHI.2018.00095]
[5]   Optimization Method for Forecasting Confirmed Cases of COVID-19 in China [J].
Al-qaness, Mohammed A. A. ;
Ewees, Ahmed A. ;
Fan, Hong ;
Abd El Aziz, Mohamed .
JOURNAL OF CLINICAL MEDICINE, 2020, 9 (03)
[6]  
Almquist E, 2016, HARVARD BUS REV, V94, P47
[7]   Value creation in e-business [J].
Amit, R ;
Zott, C .
STRATEGIC MANAGEMENT JOURNAL, 2001, 22 (6-7) :493-520
[8]   Securing with algorithms: Knowledge, decision, sovereignty [J].
Amoore, Louise ;
Raley, Rita .
SECURITY DIALOGUE, 2017, 48 (01) :3-10
[9]  
[Anonymous], 2013, Artificial intelligence: the basics, DOI DOI 10.4324/9780203802878
[10]   Role of institutional pressures and resources in the adoption of big data analytics powered artificial intelligence, sustainable manufacturing practices and circular economy capabilities [J].
Bag, Surajit ;
Pretorius, Jan Ham Christiaan ;
Gupta, Shivam ;
Dwivedi, Yogesh K. .
TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE, 2021, 163