Dunning-Kruger effect in digitalization

 

The Dunning-Kruger effect is a psychological phenomenon that describes the tendency of people with low skill in a given field to overestimate their abilities, while people competent in that field tend to underestimate their abilities.

In digitization and I4.0 (Industry 4.0), the Dunning-Kruger effect can manifest itself in different forms. For example, a person with little experience in a specific area of digitization might be convinced that they have more in-depth knowledge than they actually do. Similarly, a person who has only a superficial understanding of I4.0 could be confident that they have a comprehensive understanding of this field.

This phenomenon can lead to errors and bad decisions, particularly when these people have the power to make important decisions within an organization. However, increased awareness of the Dunning-Kruger effect can help people avoid falling into this trap. It is important for people to recognize their own limitation and try to learn more about these topics from reliable sources and seek help and advice from more experienced peers.

In a customer versus OEM context, the Dunning-Kruger effect can arise when customers do not have comprehensive knowledge of the OEM's specific technologies and processes. This can lead to poor choices in choosing suppliers, defining technical specifications, evaluating OEM capabilities and defining contractual requirements.

To limit the Dunning-Kruger effect in a customer-OEM context, it is important to adopt clear and transparent communication between the two parties. The OEM must provide detailed technical information and clear explanations of their technology and manufacturing processes. Customers, in turn, should ask questions and seek clarification on anything that is not clear or not fully explained.

The Dunning-Kruger effect highlights four key steps when digitizing or implementing I4.0, namely Enthusiasm, Despair, Enlightenment and Sustainability.

Enthusiasm

The Dunning-Kruger effect can manifest itself when people start learning and acquiring new knowledge about I4.0 technologies and processes. People who overestimate their abilities may be overly enthusiastic and confident in their learning.

Despair

The Dunning-Kruger effect can lead people to feel overwhelmed by new knowledge and technologies. People who overestimate their abilities can become frustrated when they encounter difficulties or mistakes, while people who underestimate their abilities can become discouraged and think they are unable to master these new technologies.

Enlightenment

The Dunning-Kruger effect leads people to think that they need to achieve a full understanding of I4.0 technologies and processes. People start thinking about creating partnerships between customers and manufacturers.

Sustainability

The Dunning-Kruger effect affects people's ability to understand real needs, is an active part in creating real and useful partnerships.

To overcome this phenomenon, it is important to adopt a humble and open approach to the learning process, striving to constantly improve and acquire new skills and knowledge. Additionally, it's important to seek feedback and advice from reliable sources, so you can challenge your knowledge and skills and continue to develop a sense of humility and awareness of your limitations.