Artificial intelligence as an enabler for entrepreneurs: a systematic literature review and an agenda for future research

International Journal of Entrepreneurial Behaviour & Research, Journal Year: 2022, Volume and Issue: 29(4), P. 816 - 837

Published: March 2, 2022

Purpose While the disruptive potential of artificial intelligence (AI) has been receiving growing consensus with regards to its positive influence on entrepreneurship, there is a clear lack systematization in academic literature pertaining this correlation. The current research seeks explore impact AI entrepreneurship as an enabler for entrepreneurs, taking into account crucial application within all Industry 4.0 technological paradigms, such smart factory, Internet things (IoT), augmented reality (AR) and blockchain. Design/methodology/approach A systematic review was used analyze relevant studies forging connections between entrepreneurship. cluster interpretation follows structure that we called “AI-enabled entrepreneurial process.” Findings This study proves profound implications when it comes and, particular, positively impacts entrepreneurs four ways: through opportunity, decision-making, performance, education research. Practical framework's practical value linked applications researchers, aspiring (as well those acting entrepreneurially established organizations) who want unleash power setting. Originality/value offers model which interpret systematizing disconnected topic arranging contributions paradigms managerial literature.

Language: Английский

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Digital Twins in Industry 5.0

Research, Journal Year: 2023, Volume and Issue: 6

Published: Jan. 1, 2023

This work aims to explore the impact of Digital Twins Technology on industrial manufacturing in context Industry 5.0. A computer is used search Web Science database summarize First, background and system architecture 5.0 are introduced. Then, potential applications key modeling technologies discussd. It found that equipment infrastructure scenarios, embedded intelligent upgrade for a primary condition. At same time, can provide automated real-time process analysis between connected machines data sources, speeding up error detection correction. In addition, bring obvious efficiency improvements cost reductions manufacturing. reflects its application value subsequent through prospect. hoped this relatively systematic overview technical reference development improvement entire business Industrial X.0 era.

Language: Английский

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Digital divide, skills and perceptions on digitalisation in the European Union—Towards a smart labour market

PLoS ONE, Journal Year: 2020, Volume and Issue: 15(4), P. e0232032 - e0232032

Published: April 23, 2020

The new technologies, the digitalisation of processes and automation work will change manner doing business, working living. effects on economy, society quality life imply significant challenges labour market. All participants be concerned: authorities, companies ordinary people. objective this research is to analyse perceptions EU citizens about highlight differences among specific socio-demographic groups. analysis grounded a composite methodology, comprising several statistical econometric methods that provide scientific support achieved conclusions: (with primary goal shed light citizens' their digital technology skills), TwoStep Cluster Analysis (TSCA) purpose identify 'digital vulnerable groups' then countries' in terms exposure divide) logistic regression main aim quantify impact relevant factors digitalisation). We identified group respondents evaluating themselves as having meagre skills, very afraid robots could steal jobs with low usage internet. They are elderly, level education, manual workers or not working, relatively income little Internet use. originality our approach given by fact we focused investigating if divide leads creation groups (citizens and/or countries) there patterns perception being skilled use technologies daily at understanding replace human find for market assume targeted measures should taken better match supply demand creating smart It highly needed increase people's confidence skills make most societies. results show consistent term characteristics towards digitalisation. latter have meaningful economy European Union next period. That why positive attitude essential transforming challenge into an excellent opportunity future.

Language: Английский

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New technologies, potential unemployment and ‘nescience economy’ during and after the 2020 economic crisis

Regional Science Policy & Practice, Journal Year: 2020, Volume and Issue: 12(4), P. 723 - 744

Published: April 26, 2020

Language: Английский

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Towards the Development of Digital Manufacturing Ecosystems for Sustainable Performance: Learning from the Past Two Decades of Research

Energies, Journal Year: 2021, Volume and Issue: 14(10), P. 2945 - 2945

Published: May 19, 2021

Although the Internet of Things (IoT), advanced manufacturing technologies, and cloud contribute to developing a digital ecosystem that enhances energy efficiency resource utilization, processes are vulnerable timely production delivery. The systems in Industrial Revolution 4.0 (IR 4.0) minimized human-technology interactions foster productivity material flow. However, there is scarce research gauge these technologies entire process; also, little known about collaborative efforts among countries achieve sustainable performance through digitalization process. Thus, this systematic review aimed highlight effectiveness for product development on subject. We selected 52 articles by following 2015 Preferred Reporting Items Systematic Review Meta-Analysis Protocols (PRISMA) statement. literature classifications were developed using text frequency algorithms VOSviewer (Centre Science Technology Studies, Leiden University, Netherlands) Results exposed from 2005 2020 can be categorized into four major streams: transformation, ecosystem, management, sustainability. study’s findings revealed moving towards IoT, devices, smart factories entirely dependent technologies. availability all stakeholders. study concluded improving process effectiveness. requires infrastructure primarily available countries; thus, transformation underdeveloped regions deliberate more research.

Language: Английский

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Adaptation Potential of Inclusive Growth of the Regions of the South of Russia in the Context of the COVID-19 Pandemic

Smart innovation, systems and technologies, Journal Year: 2022, Volume and Issue: unknown, P. 35 - 46

Published: Jan. 1, 2022

Language: Английский

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Towards a responsible integration of artificial intelligence technology in the construction sector

Science and Public Policy, Journal Year: 2020, Volume and Issue: 47(5), P. 689 - 704

Published: Oct. 1, 2020

Abstract The uptake of artificial intelligence (AI) innovations in the construction industry implies new physical and socio-political risks. Risk analysis is crucial to managing these risks, but challenging due inherent complexity lack applied knowledge specific activities. We forecast potential AI innovation trends related from a keyword concurrence 974 journal articles. use this identify sector-specific risks activities by forming risk map based on an ninety-four articles ethics impacts technologies. found that more often involve areas considered ‘back-end’ tasks, as opposed ‘on-site’. Thus, regulatory challenges technology sector will be legal, financial, social, involving harm users sites.

Language: Английский

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New entrepreneurship policy in Russia after the 2020 crisis

Voprosy Ekonomiki, Journal Year: 2020, Volume and Issue: 10, P. 44 - 67

Published: Oct. 7, 2020

Nowadays the unpredictability and nonlinearity of macroeconomic processes are growing, due to technological changes, increasing economic complexity, environmental risks. The development small medium‑sized enterprises (SMEs) is considered as one tools for adapting these processes. decline in entrepreneurial activity can finally lead long-term consequences. Thus, many countries introduce support policy. Our review shows that face weak public control institutions, direct financial measures new institutional traps. This forms a need alternative approaches entrepreneurship purpose paper justify describe an policy developing countries, based on concept ecosystems. goals principles ecosystem approach formulated article. They have been used identify directions evaluate existing Russian policy: local authorities business agents poorly motivated, characteristics not always taken into account, there distrust between contractors, institutions open enough, mainly provided. As result, role sector economy consistently low declining. become basis post-crisis context reducing natural resource rent.

Language: Английский

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COVID-19: Spatial Dynamics and Diffusion Factors across Russian Regions

Regional Research of Russia, Journal Year: 2020, Volume and Issue: 10(3), P. 273 - 290

Published: July 1, 2020

The observed spread of coronavirus infection across Russian regions, as a first approximation, obeys the classic laws diffusion innovations. article describes in detail theoretical approaches to analysis social diseases and discusses methodological limitations that reduce possibility predicting such phenomena affect decision-making by authorities. At same time, we believe for most including Moscow, until May 12, 2020, dynamics confirmed cases are reduced delayed reflection actual processes. Thus, introduced self-isolation regime Moscow other agglomerations affected decrease number newly two weeks after its introduction. In accordance with our model, at stage, carriers infected abroad were concentrated regions large coastal border areas high intensity internal external links. Unfortunately, could not be contained, it started growing exponentially country. By mid-April disease all regions; however, remotest least connected parts Russia countries had only isolated cases. mid-May, new began decline, which created prerequisites reducing restrictions on movement residents. However, passing peak epidemic is slower than increase beginning. These facts contradict model; thus, model applicable epidemiological forecasts based empirical data. Using econometric methods, shown different periods diffusion, various characteristics disease. Among these features note population density cities, proximity largest metropolitan areas, higher proportion active frequently traveling part (innovators, migrants), intensive ties within community, well countries. virus has faster where susceptibility diseases, confirms importance region's health capital. initial stage was dominated random factors. We conclude this paper directions further research.

Language: Английский

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Digital Divide of Resource-Based (Oil and Gas) and Service-Dominated Regions

Journal of Open Innovation Technology Market and Complexity, Journal Year: 2022, Volume and Issue: 8(4), P. 184 - 184

Published: Oct. 13, 2022

The following paper explores the development of a statistically based index evaluating digitalization processes to assess digital divide between regions Kazakhstan: resource-based (oil and gas) where service sector dominates GRP. As method for forming such an indicator, authors suggest using factor analysis, which reduces dimension factors while maintaining reasoning behind significant part data variability. This approach is preferable because formed on basis objective estimates rather than that subjective expert opinion. results analysis were interpreted as two qualitatively different subindices final Economy Society Digitalization Index, namely, regions: subindex consumption by households organizations; service-dominated organizations, labor management processes. combined values calculated allowed us conclude introduction information communication technologies into consumer environment greater activities economic entities. Open innovations are revealed create additional opportunities obtaining new knowledge tools ideas can lead bridging in Kazakhstan. descriptive statistics these draw number conclusions available be used form regional policy. First, population shows fairly homogeneous high level telecommunications services, indicates their availability. Second, majority entities throughout country have successfully passed first stage digitalization, consists use Internet technologies; although, not all them characterized trend toward business Thirdly, most human capital still remains important task. Further statistical research differentiation proposed indicator will allow deeper understanding reasons

Language: Английский

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