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A behavioral perspective on visualization in manufacturing and operations management: a review, framework, and research agenda

Author

Listed:
  • Fabian Lindner

    (Zittau/Görlitz University of Applied Sciences, Faculty of Business Administration and Engineering)

  • Gerald Reiner

    (Vienna University of Economics and Business, Department of Information Systems and Operations Management)

  • Sophia Keil

    (Zittau/Görlitz University of Applied Sciences, Faculty of Business Administration and Engineering)

Abstract

Visualizations are ubiquitous in today's manufacturing operations, whether in the form of time series, scatter plots, flow charts, or dashboards. Managers, engineers, and shop-floor workers use visualizations to understand and act on production data for monitoring, problem solving, decision making, and strategy development. How we present the information we need influences our actions and behaviors. Therefore, we systematically review and analyze the current literature in manufacturing and operations management on visualizations and their relationship to behavioral operations in terms of social, cognitive, and emotional benefits as well as resulting performance improvements of production systems. Through content analysis of 64 papers from 1997 to 2023 across eight operational contexts and types of visualizations, we find typical purposes, benefits, and pitfalls where behavioral mechanisms are prevalent. Visualizations are used to facilitate knowledge explanation and sharing for improved communication and collaboration, or to reduce cognitive load and mental cost for increased quality and resource efficiency in task execution. The results are synthesized in an integrative framework that explains the links between visualizations and operations through their common behavioral mechanisms. We propose eight directions and map concrete hypotheses for future research in this area to promote the targeted development, deployment, and evaluation of visualizations in manufacturing considering behavioral and operational performance factors. Our study contributes to the emerging literature on visualizations in operations management, provides an overview and guidance for further efforts in this area, and helps practitioners reflect on and improve their design and use of visualizations, thereby advancing their management toolbox.

Suggested Citation

  • Fabian Lindner & Gerald Reiner & Sophia Keil, 2025. "A behavioral perspective on visualization in manufacturing and operations management: a review, framework, and research agenda," Operations Management Research, Springer, vol. 18(1), pages 317-352, March.
  • Handle: RePEc:spr:opmare:v:18:y:2025:i:1:d:10.1007_s12063-024-00534-9
    DOI: 10.1007/s12063-024-00534-9
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    1. Jihwan Lee & Yoo S. Hong, 2016. "Extraction and visualization of industrial service portfolios by text mining of 10-K annual reports," Flexible Services and Manufacturing Journal, Springer, vol. 28(4), pages 551-574, December.
    2. Snyder, Hannah, 2019. "Literature review as a research methodology: An overview and guidelines," Journal of Business Research, Elsevier, vol. 104(C), pages 333-339.
    3. Martin Krajčovič & Gabriela Gabajová & Marián Matys & Beáta Furmannová & Ľuboslav Dulina, 2022. "Virtual Reality as an Immersive Teaching Aid to Enhance the Connection between Education and Practice," Sustainability, MDPI, vol. 14(15), pages 1-14, August.
    4. Stefan Kurpjuweit & Dagmar Reinerth & Christoph G. Schmidt & Stephan M. Wagner, 2019. "Implementing visual management for continuous improvement: barriers, success factors and best practices," International Journal of Production Research, Taylor & Francis Journals, vol. 57(17), pages 5574-5588, September.
    5. F R Førsund & S A C Kittelsen & V E Krivonozhko, 2009. "Farrell revisited–Visualizing properties of DEA production frontiers," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 60(11), pages 1535-1545, November.
    6. Emi Tanaka & Jessica Wai Yin Leung & Dianne Cook, 2022. "Commentary on “Visualization in Operations Management Research”: Incorporating Statistical Thinking into Visualization Practices for Decision Making in Operational Management," INFORMS Joural on Data Science, INFORMS, vol. 1(2), pages 188-191, October.
    7. Ambrogio Zanzi & Federico Andreotti & Valentina Vaglia & Sumer Alali & Francesca Orlando & Stefano Bocchi, 2021. "Forecasting Agroforestry Ecosystem Services Provision in Urban Regeneration Projects: Experiences and Perspectives from Milan," Sustainability, MDPI, vol. 13(5), pages 1-18, February.
    8. Dorota Stadnicka & R.M. Chandima Ratnayake, 2017. "A VSM and VSA methodology for performance assessment of complex product manufacturing processes: an industrial case study," International Journal of Product Development, Inderscience Enterprises Ltd, vol. 22(2), pages 104-134.
    9. Alexander P. Afanasiev & Vladimir E. Krivonozhko & Andrey V. Lychev & Oleg V. Sukhoroslov, 2020. "Multidimensional frontier visualization based on optimization methods using parallel computations," Journal of Global Optimization, Springer, vol. 76(3), pages 563-574, March.
    10. Aurea Grané & Giancarlo Manzi & Silvia Salini, 2021. "Smart Visualization of Mixed Data," Stats, MDPI, vol. 4(2), pages 1-14, June.
    11. Maurice E. Schweitzer & Gérard P. Cachon, 2000. "Decision Bias in the Newsvendor Problem with a Known Demand Distribution: Experimental Evidence," Management Science, INFORMS, vol. 46(3), pages 404-420, March.
    12. Abderahman Rejeb & John G. Keogh & G. Keong Leong & Horst Treiblmaier, 2021. "Potentials and challenges of augmented reality smart glasses in logistics and supply chain management: a systematic literature review," International Journal of Production Research, Taylor & Francis Journals, vol. 59(12), pages 3747-3776, June.
    13. John Conlisk, 1996. "Why Bounded Rationality?," Journal of Economic Literature, American Economic Association, vol. 34(2), pages 669-700, June.
    14. Yongwen Huang & Zuhua Jiang & Chengneng He & Jianfeng Liu & Bo Song & Lijun Liu, 2015. "A semantic-based visualised wiki system (SVWkS) for lesson-learned knowledge reuse situated in product design," International Journal of Production Research, Taylor & Francis Journals, vol. 53(8), pages 2524-2541, April.
    15. Christian Wankmüller & Gerald Reiner, 2020. "Coordination, cooperation and collaboration in relief supply chain management," Journal of Business Economics, Springer, vol. 90(2), pages 239-276, March.
    16. Scott Latham & Steven F. Tello, 2016. "Examining Entrepreneurs' Presentation Effectiveness in Generating Stakeholder Interest: Observations From the Medical Device Industry," Journal of Small Business Management, Taylor & Francis Journals, vol. 54(1), pages 85-101, January.
    17. David Moher & Alessandro Liberati & Jennifer Tetzlaff & Douglas G Altman & The PRISMA Group, 2009. "Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement," PLOS Medicine, Public Library of Science, vol. 6(7), pages 1-6, July.
    18. Sabrina Bresciani & Martin J. Eppler, 2015. "The Pitfalls of Visual Representations," SAGE Open, , vol. 5(4), pages 21582440156, October.
    19. Erik Lindskog & Johan Vallhagen & Björn Johansson, 2017. "Production system redesign using realistic visualisation," International Journal of Production Research, Taylor & Francis Journals, vol. 55(3), pages 858-869, February.
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