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Special Issue: Human-centric production and logistics system design and management: Transitioning from Industry 4.0 to Industry 5.0
Guest Editors: Eric H. Grosse, Fabio Sgarbossa, Cecilia Berlin and W. Patrick Neumann

Manual assembly learning, disability, and instructions: an industrial experiment

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Pages 7903-7921 | Received 26 Jan 2022, Accepted 16 Mar 2023, Published online: 11 Apr 2023

References

  • Bai, Chunguang, Hua Zhou, and Joseph Sarkis. 2023. “Evaluating Industry 4.0 Technology and Sustainable Development Goals – A Social Perspective.” International Journal of Production Research, 1–21. doi:10.1080/00207543.2022.2164375.
  • Bosch, Tim, Gu van Rhijn, Frank Krause, Reinier Könemann, Ellen S. Wilschut, and Michiel de Looze. 2020. “Spatial Augmented Reality.” In Proceedings of the 13th ACM International Conference on Pervasive Technologies Related to Assistive Environments, 1–7. New York: ACM. doi:10.1145/3389189.3397975.
  • Clark, Ruth C, Frank Nguyen, and John Sweller. 2011. Efficiency in Learning: Evidence-Based Guidelines to Manage Cognitive Load. Hoboken, NJ: John Wiley & Sons.
  • European Commission. 2021. Union of Equality: Strategy for the Rights of Persons with Disabilities 2021-2030 - Employment, Social Affairs & Inclusion - European Commission. European Union. doi:10.2767/31633.
  • Fässberg, Tommy, Åsa Fasth, and Johan Stahre. 2012. “A Classification of Carrier and Content of Information.” Proceedings of the 4th CIRP Conference on Assembly Technologies and Systems, 1–4. http://cirp.me.engin.umich.edu/CIRP_CATS_2012_Proceedings_small.pdf.
  • Funk, Markus, Andreas Bächler, Liane Bächler, Oliver Korn, Christoph Krieger, Thomas Heidenreich, and Albrecht Schmidt. 2015. “Comparing Projected In-Situ Feedback at the Manual Assembly Workplace with Impaired Workers.” In Proceedings of the 8th ACM International Conference on Pervasive Technologies Related to Assistive Environments, 1–8. New York: ACM. doi:10.1145/2769493.2769496.
  • Funk, Markus, Sven Mayer, and Albrecht Schmidt. 2015. “Using In-Situ Projection to Support Cognitively Impaired Workers at the Workplace.” In Proceedings of the 17th International ACM SIGACCESS Conference on Computers & Accessibility - ASSETS ‘15, 185–192. New York: ACM. doi:10.1145/2700648.2809853.
  • Furniss, Fred, Alison Ward, Giulio Lancioni, Nelson Rocha, Bernardo Cunha, Philip Seedhouse, Pedro Morato, and Neil Waddell. 1999. “A Palmtop-Based Job Aid for Workers with Severe Intellectual Disabilities.” Technology and Disability 10 (1): 53–67. doi:10.3233/TAD-1999-10106.
  • Glock, Christoph H., Eric H. Grosse, Mohamad Y. Jaber, and Timothy L. Smunt. 2019. “Applications of Learning Curves in Production and Operations Management: A Systematic Literature Review.” Computers & Industrial Engineering 131: 422–441. doi:10.1016/j.cie.2018.10.030.
  • Grund, Jonas, Moritz Umfahrer, Lea Buchweitz, James Gay, Arthur Theil, and Oliver Korn. 2020. “A Gamified and Adaptive Learning System for Neurodivergent Workers in Electronic Assembling Tasks.” In Mensch und Computer 2020 (MuC’20), 491–494. New York: ACM. doi:10.1145/3404983.3410420.
  • Heinz, Mario, Sebastian Büttner, Sascha Jenderny, and Carsten Röcker. 2021. “Dynamic Task Allocation Based on Individual Abilities - Experiences from Developing and Operating an Inclusive Assembly Line for Workers with and without Disabilities.” Proceedings of the ACM on Human-Computer Interaction 5: 1–19. doi:10.1145/3461728.
  • Hoedt, Steven, Arno Claeys, Hendrik van Landeghem, and Johannes Cottyn. 2017. “The Evaluation of an Elementary Virtual Training System for Manual Assembly.” International Journal of Production Research 55 (24): 7496–7508. doi:10.1080/00207543.2017.1374572.
  • Ivanov, Dmitry. 2023. “The Industry 5.0 Framework: Viability-Based Integration of the Resilience, Sustainability, and Human-Centricity Perspectives.” International Journal of Production Research 61: 1683–1695. doi:10.1080/00207543.2022.2118892.
  • Jaber, Mohamad, Y. Jaakko Peltokorpi, Christoph H. Glock, Eric H. Grosse, and Martin Pusic. 2021. “Adjustment for Cognitive Interference Enhances the Predictability of the Power Learning Curve.” International Journal of Production Economics 234: 108045. doi:10.1016/j.ijpe.2021.108045.
  • Kelleher, Caitlin, and Wint Hnin. 2019. “Predicting Cognitive Load in Future Code Puzzles.” In Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 1–12. New York: ACM. doi:10.1145/3290605.3300487.
  • Kirschner, Paul A. 2002. “Cognitive Load Theory: Implications of Cognitive Load Theory on the Design of Learning.” Learning and Instruction 12 (1): 1–10. doi:10.1016/S0959-4752(01)00014-7.
  • Korn, Oliver, Markus Funk, and Albrecht Schmidt. 2015. “Towards a Gamification of Industrial Production.” In Proceedings of the 7th ACM SIGCHI Symposium on Engineering Interactive Computing Systems, 84–93. New York: ACM. doi:10.1145/2774225.2774834.
  • Korn, Oliver, Johannes Lang, Andreas Korge, Haris Causegic, and Albrecht Schmidt. 2016. “Gamification of a Workday: A Study on the Effects in Sheltered Employment.” In CHI '16 Extended Abstracts on Human Factors in Computing Systems, 3114–3121. San Jose, CA: ACM. doi:10.1145/2851581.2892283.
  • Korn, Oliver, Albrecht Schmidt, and Thomas Hörz. 2013. “The Potentials of In-Situ-Projection for Augmented Workplaces in Production.” In CHI ‘13 Extended Abstracts on Human Factors in Computing Systems, 979–984. New York: ACM. doi:10.1145/2468356.2468531.
  • Kosch, Thomas, Markus Funk, Albrecht Schmidt, and Lewis L. Chuang. 2018. “Identifying Cognitive Assistance with Mobile Electroencephalography.” Proceedings of the ACM on Human-Computer Interaction 2 (EICS): 1–20. doi:10.1145/3229093.
  • Lancioni, Giulio E., Nirbhay N. Singh, Mark F. O’Reilly, Vanessa A. Green, Doretta Oliva, and Francesca Campodonico. 2013. “Two Men with Multiple Disabilities Carry out an Assembly Work Activity with the Support of a Technology System.” Developmental Neurorehabilitation 16 (5): 332–339. doi:10.3109/17518423.2012.736419.
  • Lancioni, Giulio E., Nirbhay N. Singh, Mark F. O’Reilly, Jeff Sigafoos, Gloria Alberti, Viviana Perilli, Dominga Laporta, Francesca Campodonico, Doretta Oliva, and Jop Groeneweg. 2014. “People with Multiple Disabilities Learn to Engage in Occupation and Work Activities with the Support of Technology-Aided Programs.” Research in Developmental Disabilities 35 (6): 1264–1271. doi:10.1016/j.ridd.2014.03.026.
  • Li, Dan, Sandra Mattsson, Omkar Salunkhe, Åsa Fast-Berglund, Anders Skoogh, and Jesper Broberg. 2018. “Effects of Information Content in Work Instructions for Operator Performance.” Procedia Manufacturing 25: 628–635. doi:10.1016/j.promfg.2018.06.092.
  • Lindsay, Sally, Elaine Cagliostro, Mikhaela Albarico, Neda Mortaji, and Leora Karon. 2018. “A Systematic Review of the Benefits of Hiring People with Disabilities.” Journal of Occupational Rehabilitation 28 (4): 634–655. doi:10.1007/s10926-018-9756-z.
  • Longo, Francesco, Antonio Padovano, and Steven Umbrello. 2020. “Value-Oriented and Ethical Technology Engineering in Industry 5.0: A Human-Centric Perspective for the Design of the Factory of the Future.” Applied Sciences 10 (12): 4182. doi:10.3390/app10124182.
  • Mark, Benedikt G., Sarah Hofmayer, Erwin Rauch, and Dominik T. Matt. 2019. “Inclusion of Workers with Disabilities in Production 4.0: Legal Foundations in Europe and Potentials through Worker Assistance Systems.” Sustainability 11 (21): 5978. doi:10.3390/su11215978.
  • Mark, Benedikt G., Erwin Rauch, and Dominik T. Matt. 2022. “Systematic Selection Methodology for Worker Assistance Systems in Manufacturing.” Computers & Industrial Engineering 166: 107982. doi:10.1016/j.cie.2022.107982.
  • Mayer, Richard E. 2011. “Multimedia Learning and Games.” In Computer Games and Instruction, edited by Sigmund Tobias, and J. D. Fletcher, 281–305. Charlotte, NC: IAP Information Age Publishing.
  • Moghaddam, Fatemeh Besharati, Angel J. Lopez, Stijn de Vuyst, and Sidharta Gautama. 2021. “Operator’s Experience-Level Classification Based on Micro-Assembly Steps for Smart Factories.” 2021 IEEE 8th International Conference on Industrial Engineering and Applications (ICIEA): 142–148. doi:10.1109/ICIEA52957.2021.9436710.
  • Peltokorpi, Jaakko, and Mohamad Y. Jaber. 2022. “An Interference-Adjusted Power Learning Curve for Tasks with Cognitive and Motor Elements.” Applied Mathematical Modelling 101: 157–170. doi:10.1016/j.apm.2021.08.016.
  • Peltokorpi, Jaakko, and Esko Niemi. 2019. “Effects of Group Size and Learning on Manual Assembly Performance: An Experimental Study.” International Journal of Production Research 57 (2): 452–469. doi:10.1080/00207543.2018.1444810.
  • Petzoldt, Christoph, Dennis Keiser, Thies Beinke, and Michael Freitag. 2020. “Functionalities and Implementation of Future Informational Assistance Systems for Manual Assembly.” International Conference on Subject-Oriented Business Process Management 1278: 88–109. doi:10.1007/978-3-030-64351-5_7.
  • Sauer, Angela L., Andra Parks, and Patricia C. Heyn. 2010. “Assistive Technology Effects on the Employment Outcomes for People with Cognitive Disabilities: A Systematic Review.” Disability and Rehabilitation: Assistive Technology 5 (6): 377–391. doi:10.3109/17483101003746360.
  • Schein, Katrin, and Philipp Rauschnabel. 2022. “Augmented Reality in Manufacturing: Exploring Workers’ Perceptions of Barriers.” IEEE Transactions on Engineering Management, 1–14. doi:10.1109/TEM.2021.3093833.
  • Seok, Soonhwa, Edward L. Meyen, and Boaventura DaCosta. 2010. Handbook of Research on Human Cognition and Assistive Technology: Design, Accessibility and Transdisciplinary Perspectives: Design, Accessibility and Transdisciplinary Perspectives. New York: IGI Global.
  • Statista. 2020. “Number of Employees in the European Union (EU27) and United Kingdom as of 3rd Quarter 2020 (in 1,000s), by Sector.” https://www.statista.com/statistics/1195197/employment-by-sector-in-europe/.
  • Swanson, H. Lee, and Linda Siegel. 2001. “Learning Disabilities as a Working Memory Deficit.” Issues in Education: Contributions from Educational Psychology 7 (1): 1–48.
  • Sweller, John. 1988. “Cognitive Load during Problem Solving: Effects on Learning.” Cognitive Science 12 (2): 257–285. doi:10.1016/0364-0213(88)90023-7.
  • Sweller, John. 2011. “Cognitive Load Theory.” In Psychology of Learning and Motivation, edited by Jose P. Mestre, and Brian H. Ross, Vol. 55, 37–76. Academic Press. doi:10.1016/B978-0-12-387691-1.00002-8.
  • Tsutsumi, Daisuke, Dávid Gyulai, Emma Takács, Júlia Bergmann, Youichi Nonaka, and Kikuo Fujita. 2020. “Personalized Work Instruction System for Revitalizing Human-Machine Interaction.” Procedia CIRP 93: 1145–1150. doi:10.1016/j.procir.2020.04.062.
  • Vanneste, Pieter, Yi Huang, Jung Yeon Park, Frederik Cornillie, Bart Decloedt, and Wim van den Noortgate. 2020. “Cognitive Support for Assembly Operations by Means of Augmented Reality: An Exploratory Study.” International Journal of Human-Computer Studies 143: 102480. doi:10.1016/j.ijhcs.2020.102480.
  • Wright, Theodore P. 1936. “Factors Affecting the Cost of Airplanes.” Journal of the Aeronautical Sciences 3 (4): 122–128. doi:10.2514/8.155.