Autor: Steffen Kinkel

Ethical AI in the Workplace Through Value-Based Labels?

Ethical AI in the Workplace Through Value-Based Labels?

Lessons learned from applying the VCIO framework to an AI-based assistant
Natalie Martin ORCID Icon, Tobias Kopp ORCID Icon, Natalie Beyer, Jochen Wendel ORCID Icon, Steffen Kinkel ORCID Icon
The AI Ethics Label represents a promising approach to promoting ethical AI and appropriate trust in AI systems. However, its practical application reveals some challenges due to its conservative assessment approach, limited context sensitivity, lack of benchmarks, and interpretation aids. Improvements are needed to unlock its full potential.
Industry 4.0 Science | Volume 42 | Edition 1 | Pages 30-38 | DOI 10.30844/I4SE.26.1.30
Can Artificial Intelligence (AI) Act as an Enabler for Industry 4.0 (4IR)?

Can Artificial Intelligence (AI) Act as an Enabler for Industry 4.0 (4IR)?

Impacts on the maturity level of Industry 4.0 technologies
Dennis Richter, Mildred Doe, Steffen Kinkel ORCID Icon
Artificial intelligence is often mentioned often mentioned in the same context as Industry 4.0, but the exact role of AI is unclear. Is AI just another 4IR technology or an essential "enabler" for other 4IR technologies? Six experts assess the impact of AI on 41 4IR technologies. AI could indeed be a decisive factor in unleashing the full potential of Industry 4.0.
Industry 4.0 Science | Volume 40 | 2024 | Edition 6 | Pages 80-87 | DOI 10.30844/I4SE.24.6.80
Strategic Options for Resilient Value Chains

Strategic Options for Resilient Value Chains

Ein Vergleich lokal integrierter und global diversifizierter Alternativen
Steffen Kinkel ORCID Icon, Dennis Richter
Global supply and value chains have become increasingly complex and interconnected, exposing companies to a range of risks caused by natural disasters, political instability, or global pandemics. The paper outlines some strategic options for companies to improve the resilience of their value chains, namely expansion of local or global supply chains, regional concentration or global diversification of production capacities, and insourcing or outsourcing activities. Data of 314 German manufacturing firms is used to investigate the influence of different digital technologies and adaptable production systems.
Industrie 4.0 Management | Volume 39 | 2023 | Edition 4 | Pages 31-35 | DOI 10.30844/IM_23-4_31-35
Digitally Networked Business Models

Digitally Networked Business Models

Structured Benefit and Effort Estimation for Digital and Hybrid Business Model Innovation
Sebastian Beiner, Steffen Kinkel ORCID Icon, Dennis Richter
An essential component of digital value creation is the innovation of digitally networked business models. By networking different actors and service bundles, new customer value can be created. However, this networking leads to increased complexity, which makes it difficult for tradition- al industrial companies in particular to exploit these opportunities in a meaningful way. For this reason, a system is presented that reduces com- plexity through modelling and makes it possible to compare the effort and benefits of business model ideas at an early stage.
Industrie 4.0 Management | Volume 38 | 2022 | Edition 4 | Pages 28-32
Collaborative Robots: Hype or Technology of the Future? Findings from an Empirical Market Analysis

Collaborative Robots: Hype or Technology of the Future? Findings from an Empirical Market Analysis

Ergebnisse einer empirischen Marktanalyse
Tobias Kopp ORCID Icon, Isabel Hendig, Steffen Kinkel ORCID Icon
Collaborative robots (so-called cobots) enable human-robot collaboration without security fences and are regarded as a promising future technology for manufacturing companies. However, actual market penetration has fallen behind estimations in recent years. A lack of market transparency makes it difficult to identify current barriers, development trends and the potential of cobots in practice. Will this technology become a game-changer or turn out to be a mere hype topic without significant impact on production practice? In this article, we present findings from an empirical market analysis based on secondary data and qualitative interviews with German market experts from business and academia.
Industrie 4.0 Management | Volume 37 | 2021 | Edition 3 | Pages 53-57
What Role Does Real Human-Robot-Collaboration Truly Play in Manufacturing Companies?

What Role Does Real Human-Robot-Collaboration Truly Play in Manufacturing Companies?

Welche Rolle spielt die Mensch-Roboter-Kollaboration in der Praxis?
Tobias Kopp ORCID Icon, Arndt Schäfer, Steffen Kinkel ORCID Icon
Collaborative robots (so-called cobots) that enable secure hand-in-hand collaboration with construction workers without physical separation are regarded as a promising future technology for manufacturing companies. In practice, there are some cases in which people interact with cobots, but very few in which collaboration in a narrower sense takes place. What are the reasons for this lack of collaborative applications? What role does the cobots’ ability to enable collaboration play in practice? The study is based on qualitative evidence gathered in four German small and medium-sized enterprises (SMEs).
Industrie 4.0 Management | Volume 36 | 2020 | Edition 2 | Pages 19-23 | DOI 10.30844/I40M_20-2_S19-23
Industry 4.0 and Backshoring of Production Activities

Industry 4.0 and Backshoring of Production Activities

Bringt die Industrie 4.0 die Produktion zurück nach Deutschland?
Steffen Kinkel ORCID Icon, Angela Jäger
In the German manufacturing industry, there is actually one backshoring company on every three offshoring companies. The most important reasons for backshoring are losses in flexibility and delivery capability as well as quality problems. Results of a large firm-level survey in the German manufacturing industry show a clear, positive correlation between the use of technologies for the digital integration of production processes (Industry 4.0) and the backshoring propensity of German companies. This paves the way for local value chains in close proximity to important customers.
Industrie 4.0 Management | Volume 35 | 2019 | Edition 6 | Pages 55-58
Adaptability Through Organisation

Adaptability Through Organisation

Utilisation and Effects of Flexibility-Oriented Organisational Concepts
Steffen Kinkel ORCID Icon, Gunter Lay, Angela Jäger
More than a fourth of German companies regard flexibility as their main competitive edge. Companies set great store by delivering customized solutions to the customer or to be able to deliver swiftly and on time. Thus the diffusion of organisational concepts which are suited to support adaptability of companies and to realise flexibility advan-tages is increasingly getting into the focus of attention. However, German industry has not yet fully exploited the potential these enablers might have on companies’ flexibility. The development of customized organisational concepts for improving the flexibility might help to further increase companies’ competitive edge.
Industrie Management | Volume 24 | 2008 | Edition 2 | Pages 78-82
Offshoring and Backsourcing of Poduction in an European Perspective

Offshoring and Backsourcing of Poduction in an European Perspective

Steffen Kinkel ORCID Icon, Bernhard Dachs, Bernd Ebersberger
One quarter to half of the manufacturing companies in different Western European countries performed offshoring of production activities in 2002 or 2003 - with Germany not ranking in the top positions. In Eastern Europe production offshoring is rather uncommon. Attempts to reduce the costs of production factors are still the dominating motive, but factors such as market opening, vicinity to key customers or securing the ability to supply locally are important, too. However, production offshoring is not necessarily an irreversible one-way process. Varying from country to country, every second to sixth offshoring company is countered by a backsourcing company.
Industrie Management | Volume 23 | 2007 | Edition 1 | Pages 47-51
Innovation: More than Research and Development

Innovation: More than Research and Development

Steffen Kinkel ORCID Icon, Gunter Lay, Jürgen Wengel
Today, innovations are perceived as the crucial factor for economic growth and employment. Companies investing heavily into research and development for technologically innovative products seem to have a competitive edge. This finding is empirically proved. However, further promising innovation strategies do exist. Based on a survey of 1450 companies of the manufacturing sector this article shows that also companies focussing on intelligent product service combinations or innovative techno-organisational processes outperform their competitors as regards employment growth.
Industrie Management | Volume 21 | 2005 | Edition 3 | Pages 54-58