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Article

Handling Preliminary Engineering Information: An Interview Study and Practical Approach for Clarifying Information Maturity

1
Department of Mechanical and Mechatronics Engineering, University of Auckland (Alumnus), Auckland 1010, New Zealand
2
Department of Integrated Design, Interdisciplinary Research Center for Smart Mobility and Logistics, King Fahd University of Petroleum and Minerals, Dhahran 31261, Saudi Arabia
*
Author to whom correspondence should be addressed.
Systems 2025, 13(8), 674; https://doi.org/10.3390/systems13080674
Submission received: 15 June 2025 / Revised: 17 July 2025 / Accepted: 6 August 2025 / Published: 8 August 2025
(This article belongs to the Section Systems Engineering)

Abstract

Handling preliminary information appropriately is a critical challenge for many aspects of systems engineering design. The topic is gaining renewed visibility due to the expanding possibilities to apply AI to preliminary information to support systems design, engineering, and management. However, there are few empirical studies of the practicalities of handling immature information and there is a lack of concretely developed, empirically evaluated, and practical approaches for clarifying information maturity levels, needed to ensure such information is appropriately used. This article addresses the gap, contributing new insight into how immature information is handled in industrial practice that is derived from interviews with 15 engineering and product development professionals from 5 companies. Thematic analysis reveals how practitioners work with preliminary information and where they require support. A solution was developed to address the empirically identified needs. In 5 follow-up interviews, practitioner feedback on this concept demonstrator was supportive. The main result of this research, in addition to the insights into practice, is a practical maturity grid-based assessment system that can help the providers of preliminary information self-assess and communicate information maturity levels. The assessments may be stored alongside the information and may be aggregated and visualised in CAD, augmented reality, or a range of charts to make information maturity visible and hence allow it to be more deliberately considered and managed. Implications of this research include that managers should promote greater awareness and discussion of preliminary information’s maturity and should introduce structured processes to track and manage the maturity of key information as it is progressively developed. The detailed maturity grids presented in this article may provide a foundation for such processes and can be adapted for particular situations.
Keywords: preliminary information; design and development; systems engineering design; concurrent engineering; information maturity; practitioner interviews; thematic analysis; maturity grid; augmented reality preliminary information; design and development; systems engineering design; concurrent engineering; information maturity; practitioner interviews; thematic analysis; maturity grid; augmented reality

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MDPI and ACS Style

Brinkmann, J.T.; Wynn, D.C. Handling Preliminary Engineering Information: An Interview Study and Practical Approach for Clarifying Information Maturity. Systems 2025, 13, 674. https://doi.org/10.3390/systems13080674

AMA Style

Brinkmann JT, Wynn DC. Handling Preliminary Engineering Information: An Interview Study and Practical Approach for Clarifying Information Maturity. Systems. 2025; 13(8):674. https://doi.org/10.3390/systems13080674

Chicago/Turabian Style

Brinkmann, Jens T., and David C. Wynn. 2025. "Handling Preliminary Engineering Information: An Interview Study and Practical Approach for Clarifying Information Maturity" Systems 13, no. 8: 674. https://doi.org/10.3390/systems13080674

APA Style

Brinkmann, J. T., & Wynn, D. C. (2025). Handling Preliminary Engineering Information: An Interview Study and Practical Approach for Clarifying Information Maturity. Systems, 13(8), 674. https://doi.org/10.3390/systems13080674

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