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Search term: Valuation

YearTitle / CitationDocument typeLinks / Downloads
2026

2026:  

GenAI Role in Redefining Learning and Skilling in Companies

Citation:  

Hamburg, I. (2026): GenAI Role in Redefining Learning and Skilling in Companies. European Journal of Applied Sciences, 14 (01), 230-235. https://doi.org/10.14738/aivp.1401.19836

Document type:  

Journal article

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2025

2025:  

AI for promoting diversity and inclusion within the workplace and learning

Citation:  

Hamburg, I. (2025): AI for promoting diversity and inclusion within the workplace and learning. In EDULEARN25 Proceedings. 17th International Conference on Education and New Learning Technologies (4383-4388). Palma, Spain. https://doi.org/edulearn.2025.1131

Abstract

Artificial intelligence (AI) has significant potential to enhance work and learning in companies, such as developing suitable technologies, analyzing employees' progress and preferences, and creating a tailored working and learning environment. This helps learners focus on the areas where they need the most improvement. AI also has the potential to support diversity and inclusion (DI) in the workplace and in learning. So, working and learning approaches using AI should be developed to be accessible, usable, and beneficial to all employees. Companies that support the use of AI to enhance diversity and inclusion practices within the workplace and the learning environment are more successful. Inclusive workplaces enhance employee engagement, and employees are more likely to maximize their potential and achieve satisfaction. AI has the potential to provide immediate, detailed feedback, enable personalized learning experiences, and promote digital literacy among employees. AI can also facilitate accessibility, fostering an inclusive culture. However, the development and use of AI in companies' DI approach initiatives also have many critical challenges, and this process should be carefully done. There is a need for ethical design and continuous monitoring of AI systems used in work and learning to ensure that they support DI goals. AI should complement human-led initiatives and efforts. It is necessary to address the potentially adverse consequences of AI, i.e., by supporting DI. education. Due to their profile, the author focused first on an optimistic DI view in education, but a critical view should address potentially adverse consequences of AI, i.e., by supporting DI also in the workplace.

This paper presents the benefits and challenges of AI use in work and learning, promoting inclusive working technologies, effective communication, equitable outcomes in the workplace, company success, and employee satisfaction. These are also the results of a, a systematic review and analysis of the existing literature on the potential impacts of AI to support DI in the workplace and have been validated through survey research, i.e., by using an online survey questionnaire sent to five European companies that were partners within different projects, discussions with employees, managers, and trainers from these companies

This should contribute to using the power of AI to develop DI initiatives. Examples of how AI can contribute to creating inclusive learning environments, such as Personalized Learning, Language Translation and Accessibility, Assistive Technologies, Early Intervention, and Reducing Bias, are provided, along with AI tools for inclusive learning. Inclusive learning environments can be created by selecting the right tools and implementing them effectively. Big companies have the resources to invest in research for developing such approaches, but ethical concerns, such as risks of AI use, i.e., in amplifying existing bias, should be further monitored; a critical evaluation of various AI applications to contribute positively to DI efforts is necessary.

The author works solutions particularly in cooperation with small and medium-sized companies (SMEs), which have limited resources to evaluate the long-term impact of AI on DI in the workplace and lifelong learning, including its effects on organizational culture, employee well-being, and societal implications; The author helps SMEs to develop and use approaches that combine AI with human-centered work and learning strategies. These include supporting AI literacy, fostering a culture of continuous lifelong learning and adaptation, and creating an inclusive future for all employees. Based on her own experience, she collaborates with policymakers and trainers in developing Competence Frameworks to guide SMEs through this process, supporting both employees and employers in understanding the potential as well as the risks of AI, while engaging them in a safe, ethical, and responsible manner in work and learning. This would include the intersection of AI and other emerging working technologies, which is a significant step forward and a company’s duty to create more equitable and inclusive workplaces and learning approaches.

Document type:  

Article in

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2025

2025:  

Beyond start-up formation: Effects of entrepreneurial ecosystem support activities for developing lagging regions

Citation:  

Flögel, F., Letonja, M., Meyer, K., Rabadjieva, M., Vilman, Z., Zhekova, R., Zlateva, M. & Butzin, A. (2025): Beyond start-up formation: Effects of entrepreneurial ecosystem support activities for developing lagging regions. Local Economy: The Journal of the Local Economy Policy Unit, 2025, 1-20. https://doi.org/10.1177/02690942241311805

Document type:  

Journal article

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2025

2025:  

From Waste to Value? Valuation and Materiality in Geographies of Industrial By-product Use

Citation:  

Angstmann, M. (2025): From Waste to Value? Valuation and Materiality in Geographies of Industrial By-product Use. Progress in Economic Geography, 3 (1), 100034. https://doi.org/10.1016/j.peg.2024.100034

Document type:  

Journal article

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2025

2025:  

Revaluation of Essential Work: The Example of Elderly Care in Germany

Citation:  

Bosch, G. & Evans-Borchers, M. (2025): Revaluation of Essential Work: The Example of Elderly Care in Germany. Industrial Relations Journal, 1–12. https://doi.org/10.1111/irj.70013

Document type:  

Journal article

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2022

2022:  

Pinning it down? Measuring innovation for sustainability transitions

Citation:  

Krlev, G. & Terstriep, J. (2022): Pinning it down? Measuring innovation for sustainability transitions. Environmental Innovation and Societal Transitions, 45, 270-288. https://doi.org/10.1016/j.eist.2022.11.005

Document type:  

Journal article

Links / Downloads:  


2020

2020:  

Cross-cultural adaption and validation of the German version of the Mini-BESTest in individuals after stroke: An observational study

Citation:  

Cramer, E., Weber, F., Faro, G., Klein, M., Willeke, D., Hering, T. & Zietz, D. (2020): Cross-cultural adaption and validation of the German version of the Mini-BESTest in individuals after stroke: An observational study. Neurological Research and Practice, 2 (1), 1-9. https://doi.org/10.1186/s42466-020-00078-w

Document type:  

Journal article

Links / Downloads:  

2009

2009:  

Performance and execution time evaluation for multicast routing algorithms

Citation:  

Enescu, N., Grosu, E., Hamburg, I. & Mancas, D. (2009): Performance and execution time evaluation for multicast routing algorithms. Annals of the University of Craiova, 6 (33) (2), 24-29.

Document type:  

Journal article

Links / Downloads:  

2007

2007:  

Improving participation and collaboration in business-oriented e-learning for SME’s

Citation:  

Engert, S., Hamburg, I. & ten Thij, H. (2007): Improving participation and collaboration in business-oriented e-learning for SME’s ([CD-ROM]). In International Federation of Automatic Control: 10th IFAC / IFIP / IFORS / IEA Symposium on Analysis, Design, and Evaluation of Human-Machine Systems, 4 - 6 September, 2007, Sheraton Grande Walkerhill, Seoul, Korea: pre-proceedings. Seoul: IFAC.

Document type:  

Article in

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2006

2006:  

The evaluation and validation of the ARIEL scenarios: a synthesis report

Citation:  

Beer, D., Busse, T. & Paul, H. (2006): The evaluation and validation of the ARIEL scenarios: a synthesis report. In Beer, D., Busse, T., Hamburg, I., Mill, U. & Paul, H. (eds.), E-learning in European SMEs: observations, analyses, & forecasting; proceedings of the ARIEL final conference, 08.11.2005 in Brussels (73-83). Münster: Waxmann.

Document type:  

Article in

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2003

2003:  

Halbzeitbewertung des Ziel 2-Programms 2000-2006 des Landes Nordrhein-Westfalen: Zusammenfassung = Mid-term evaluation of the North Rhine-Westfalia objective 2 programme 2000-2006

Citation:  

Bachtler, J., Downes, R., Müller, A., Muth, J., Potratz, W., Rehfeld, D., Schausberger, B., Taylor, S., Tödtling, F., Tödtling-Schönhofer, H. & Tsagaris, M. (2003): Halbzeitbewertung des Ziel 2-Programms 2000-2006 des Landes Nordrhein-Westfalen: Zusammenfassung = Mid-term evaluation of the North Rhine-Westfalia objective 2 programme 2000-2006 (summary). Gelsenkirchen: Institut Arbeit und Technik.

Document type:  

Report

Links / Downloads:  


2002

2002:  

E-learning and disabled: evaluation aspects

Citation:  

Hamburg, I., Marin, L. & Potorac, A. D. (2002): E-learning and disabled: evaluation aspects. In Flückiger, F., Jutz, C., Schulz, P. & Cantoni, L. (eds.), 4th International Conference on New Educational Environment, Lugano, Switzerland - May 8-11, 2002 (4.2/15-4.2/18). Bern: net4net.

Document type:  

Article in

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2002

2002:  

Evaluation methods and models for distance education

Citation:  

Hamburg, I. & Ionescu, B. B. (2002): Evaluation methods and models for distance education. Optimum Q, 12 (3 - 4), 50-52.

Document type:  

Journal article

Links / Downloads:  


2002

2002:  

Rehabilitation engineering training - evaluation levels and examples.

Citation:  

Hamburg, I. & Ionescu, B. B. (2002): Rehabilitation engineering training - evaluation levels and examples. . In Conference and Workshop on Assistive Technologies for Vision and Hearing Impairment - CVHI'2002, EURO-ASSIST-VHI-2: Accessibility, Mobility and Social Integration, 6th-9th august, 2002, Granada, Spain: conference preprints (6). Glasgow: Univ.

Document type:  

Article in

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2001

2001:  

Improving cooperation in e-commerce by integrated data mining methods in web-environments

Citation:  

Balanica, S., Hamburg, I. & Pentiuc, S.-G. (2001): Improving cooperation in e-commerce by integrated data mining methods in web-environments. In Johannsen, G. (ed.), Preprints of the 8th IFAC/IFIP/IFORS/IEA symposium on Analysis, Design, and Evaluation of Human-Machine Systems, Kassel, Germany, september 18-20, 2001 (165-169). Düsseldorf: VDI/VDE-Gesellschaft Mess- und Automatisierungstechnik (GMA).

Document type:  

Article in

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1997

1997:  

A scheduling problem with multicriteria evaluation

Citation:  

Hamburg, I. & Marin, L. (1997): A scheduling problem with multicriteria evaluation. In Reusch, B. (ed.), Computational intelligence: theory and applications; international conference, 5th Fuzzy Days, Dortmund, Germany, april 28-30, 1997: proceedings (558-559). Berlin: Springer.

Document type:  

Article in

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