Human capital and AI in industry 4.0. Convergence and divergence in social entrepreneurship in Russia

Author:

Popkova Elena G.,Sergi Bruno S.

Abstract

PurposeThe purpose of this article is to determine the future proportion and variants of usage of human intellect and artificial intelligence (AI) in entrepreneurship of industry 4.0 that fits social entrepreneurship the most. It could be convergence (simultaneous utilization during the same entrepreneurial processes with the emphasis on unique features by the terms of the competition) or divergence (usage during different business processes by the terms of labor division).Design/methodology/approachThe authors determine the influence of usage of human capital and AI on the efficiency of social entrepreneurship. The authors identify the perspective directions of usage of AI in social entrepreneurship and evaluate the readiness and interest in the implementation of these directions of concerned parties. The authors also model the optimal proportions and the variant of usage of human intellect and AI in social entrepreneurship in the conditions of Industry 4.0 in the future (until 2030).FindingsIt is found that social entrepreneurship will use the opportunities of Industry 4.0 for optimization of its activities until 2030, but will refuse from full automatization, using human intellect and AI at the same time.Originality/valueThe most perspective directions of application of AI at social companies are a collection of social goods and services, marketing studies and promotion of social goods and services. Neither convergence nor divergence of human and artificial intellectual capital does not fully conform to the interests of concerned parties. The most preferable (optimal) variant of usage of human intellect and AI in social entrepreneurship in the Industry 4.0 is human intelligent decision support.

Publisher

Emerald

Subject

General Business, Management and Accounting,Education

Reference51 articles.

1. Impact investing strategy: managing conflicts between impact investor and investee social enterprise;Sustainability (Switzerland),2019

2. Human capital flows in failing organizations: an integrated conceptual framework;Journal of Intellectual Capital,2018

3. Orchestrating corporate social responsibility in the multinational enterprise;Strategic Management Journal,2019

4. Digital manufacturing and virtual commissioning of intelligent factories and industry 4.0 systems using graph-based design languages;Advances in Transdisciplinary Engineering,2018

5. Artificial intelligence brings out the worst and the best in us;MIT Sloan Management Review,2019

Cited by 201 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Environmental Sustainability in Entrepreneurship Ecosystems;Advances in Business Strategy and Competitive Advantage;2024-08-30

2. A Bibliometric Analysis of Artificial Intelligence in Service Marketing;Advances in Marketing, Customer Relationship Management, and E-Services;2024-07-26

3. Environmental and Institutional Sustainability in Entrepreneurship Ecosystems;Practice, Progress, and Proficiency in Sustainability;2024-06-28

4. Proposing an artificial intelligence maturity model to illustrate a road map for cleaner animal farming management;Operations Management Research;2024-06-22

5. Whether ChatGPT adoption inspires higher education students’ digital entrepreneurial intention? An integrated model of the SCCT and the TPB;International Journal of Innovation Science;2024-06-12

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3