Ageing and human-system errors in manufacturing: a scoping review

International Journal of Production Research

Volumn 58, Issue 15, 2020, Pages 4716-4740

  Di Pasquale, Valentina ^a   Miranda, Salvatore ^a   Neumann, W Patrick ^b  

^a UNIVERSITY OF SALERNO   (Italy)

^b RYERSON UNIVERSITY   (Canada)

Author keywords

age; ergonomics; Human error; human reliability; older worker

Indexed keywords

ERRORS;

HUMAN CAPABILITY; LITERATURE REVIEWS; MANUFACTURING WORKFORCE; POPULATION AGEING; PRODUCTION ENVIRONMENTS; SCOPING REVIEW; SYSTEM DESIGN AND MANAGEMENTS; THEORETICAL FRAMEWORK;

MANUFACTURE;

EID: 85087002806     PISSN: 00207543     EISSN: 1366588X     Source Type: Journal    
DOI: 10.1080/00207543.2020.1773561     Document Type: Review

References (114)

1. Abdul Rani, M. R., M. A., Sinclair, and K., Case. 2000. “ Human Mismatches and Preferences for Automation.” International Journal of Product Research 38 (17 SPEC.): 4033–4039. doi: 10.1080/00207540050204894.
2. Agrawal, Y., E., Platz, and J. K., Niparko. 2008. “ Prevalence of Hearing Loss and Differences by Demographic Characteristics Among US Adults.” Archives of Internal Medicine 168 (14): 1522–1530. doi: 10.1001/archinte.168.14.1522.
3. Badri, A., B., Boudreau-trudel, and A., Saâdeddine. 2018. “ Occupational Health and Safety in the Industry 4.0 Era: A Cause for Major Concern? ” Safety Science 109 (July): 403–411. doi: 10.1016/j.ssci.2018.06.012.
4. Balmain, B. N., S., Sabapathy, M., Louis, and N. R., Morris. 2018. “ Aging and Thermoregulatory Control: the Clinical Implications of Exercising Under Heat Stress in Older Individuals.” BioMed Research International 2018: 1–12.
5. Bherer, L., K. I., Erickson, and T., Liu-Ambrose. 2013. “ A Review of the Effects of Physical Activity and Exercise on Cognitive and Brain Functions in Older Adults.” Journal of Aging Research 2013: 1–8.
6. Birdi, K., J., Pennington, and D., Zapf. 1997. “ Ageing and Errors in Computer-Based Work: An Observational Field Study.” Journal of Occupational and Organizational Psychology 70 (1): 35–47.
7. Blatteis, C. M., 2012. “ Age-Dependent Changes in Temperature Regulation - A Mini Review.” Gerontology 58 (4): 289–295. doi: 10.1159/000333148.
8. Borella, E., B., Carretti, and R., De Beni. 2008. “ Working Memory and Inhibition Across the Adult Life-Span.” Acta Psychologica 128 (1): 33–44. doi: 10.1016/j.actpsy.2007.09.008.
9. Boring, R. L., S. M. L., Hendrickson, J. A., Forester, T. Q., Tran, and E., Lois. 2010. “ Issues in Benchmarking Human Reliability Analysis Methods: A Literature Review.” Reliability Engineering and System Safety 95 (6): 591–605. doi: 10.1016/j.ress.2010.02.002.
10. Börsch-Supan, A., and M., Weiss. 2016. “ Productivity and Age: Evidence From Work Teams at the Assembly Line.” Journal of the Economics of Ageing 7: 30–42. doi: 10.1016/j.jeoa.2015.12.001.
11. Brache, K., C., Scialfa, and C., Hudson. 2010. “ Aging and Vigilance: Who Has the Inhibition Deficit? ” Experimental Aging Research 36 (2): 140–152. doi: 10.1080/03610731003613425.
12. Braver, T. S., D. M., Barch, B. A., Keys, C. S., Carter, J. D., Cohen, J. A., Kaye, J. S., Janowsky, et al. 2001. “ Context Processing in Older Adults: Evidence for a Theory Relating Cognitive Control to Neurobiology in Healthy Aging.” Journal of Experimental Psychology: General 130 (4): 746–763. doi: 10.1037/0096-3445.130.4.746.
13. Briggs, J., 2015. “Methodology for JBI Scoping Reviews.” www.joannabriggs.org.
14. Burch, R. F. V., L., Strawderman, and D., Carruth. 2016. “ Ruggedized Handheld Device Input Effectiveness by Generation: A Time and Error Study.” International Journal of Industrial Ergonomics 54: 146–153.
15. Calzavara, M., D., Battini, D., Bogataj, F., Sgarbossa, and I., Zennaro. 2019. “ Ageing Workforce Management in Manufacturing Systems: State of the Art and Future Research Agenda.” International Journal of Production Research 58 (3): 1–19.
16. Cannon, A. B., L., Strawderman, and R., Burch. 2015. “ Evaluating Change in User Error When Using Ruggedized Handheld Devices.” Applied Ergonomics 51: 273–280.
17. Cappelletti, M., D., Didino, I., Stoianov, and M., Zorzi. 2014. “ Number Skills are Maintained in Healthy Ageing.” Cognitive Psychology 69: 25–45.
18. Carvalho, D., M., Bessa, and L., Magalhães. 2014. “Different Interaction Paradigms for Different User Groups: An Evaluation Regarding Content Selection.” Proceedings of the XV international conference on human computer interaction, 1–6. Puerto de la Cruz, Tenerife, Spain.
19. Carvalho, D., M., Bessa, L., Magalhães, and E., Carrapatoso. 2015. “Performance Evaluation of Gesture-Based Interaction Between Different Age Groups Using Fitts’ Law.” Proceedings of the XVI international conference on human computer interaction, 1–7. Vilanova i la Geltrù, Spain.
20. Carvalho, D., M., Bessa, L., Magalhães, and E., Carrapatoso. 2016. “Age Group Differences in Performance Using Diverse Input Modalities: Insertion Task Evaluation.” Proceedings of the XVII international conference on human computer interaction, 1–8. Salamanca, Spain.
21. Carvalho, D., M., Bessa, L., Magalhães, and E., Carrapatoso. 2018. “ Performance Evaluation of Different age Groups for Gestural Interaction: a Case Study with Microsoft Kinect and Leap Motion.” Universal Access in the Information Society 17 (1): 37–50.
22. Case, K., A., Hussain, R., Marshall, S., Summerskill, and D., Gyi. 2015. “ Digital Human Modelling and the Ageing Workforce.” Procedia Manufacturing 3: 3694–3701.
23. Case, K., M. A., Sinclair, and M. R., Abdul Rani. 1999. “ An Experimental Investigation of Human Mismatches in Machining.” Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture 213 (2): 197–201.
24. Chan, G., V., Tan, and D., Koh. 2000. “ Ageing and Fitness to Work.” Occupational Medicine 50 (7): 483–491. doi: 10.1093/occmed/50.7.483.
25. Charness, N., 2008. “ Aging and Human Performance.” Human Factors 50 (3): 548–555. doi: 10.1518/001872008X312161.
26. Chaudhuri, A., and J., Jayaram. 2019. “ A Socio-Technical View of Performance Impact of Integrated Quality and Sustainability Strategies.” International Journal of Production Research 57 (5): 1478–1496.
27. Chen, J., and C., Or. 2017. “ Assessing the Use of Immersive Virtual Reality, Mouse and Touchscreen in Pointing and Dragging-and-Dropping Tasks among Young, Middle-Aged and Older Adults.” Applied Ergonomics 65: 437–448.
28. Chung, M. K., D., Kim, S., Na, and D., Lee. 2010. “ Usability Evaluation of Numeric Entry Tasks on Keypad Type and age.” International Journal of Industrial Ergonomics 40 (1): 97–105.
29. Cohen, J., 2013. Statistical Power Analysis for the Behavioral Sciences. New York: Routledge.
30. Crawford, J. O., R. A., Graveling, H. A., Cowie, and K., Dixon. 2010. “ The Health Safety and Health Promotion Needs of Older Workers.” Occupational Medicine 60 (3): 184–192. doi: 10.1093/occmed/kqq028.
31. Czaja, S. J., J., Sharit, S., Nair, and M., Rubert. 1998. “ Understanding Sources of User Variability in Computer-Based Data Entry Performance.” Behaviour & Information Technology 17 (5): 282–293.
32. Deary, I., and G., Der. 2005. “ “Reaction Time, Age and Cognitive Ability: Logitudinal Findings From Age 16 to 63 Years in Representative Population Samples.” Aging, Neuropsychology, and Cognition 12 (2): 187–215. doi: 10.1080/13825580590969235.
33. De Zwart, B. C., M. H., Frings-Dresen, and F. J., van Dijk. 1996. “ Physical Workload and the Aging Worker: A Review of the Literature.” International Archives of Occupational and Environmental Health 68 (1): 1–12.
34. Di Pasquale, V., C., Franciosi, A., Lambiase, and S., Miranda. 2016. “Methodology for the Analysis and Quantification of Human Error Probability in Manufacturing Systems.” 2016 IEEE Student Conference on research and development (SCOReD), IEEE, 2016. Kuala Lumpur, Malaysia
35. Di Pasquale, V., F., Fruggiero, R., Iannone, and S., Miranda. 2017. “ A Model for Break Scheduling Assessment in Manufacturing Systems.” Computers and Industrial Engineering 111: 563–580. doi: 10.1016/j.cie.2017.05.017.
36. Di Pasquale, V., S., Miranda, R., Iannone, and S., Riemma. 2015a. “ A Simulator for Human Error Probability Analysis (SHERPA).” Reliability Engineering & System Safety 139: 17–32.
37. Di Pasquale, V., S., Miranda, R., Iannone, and S., Riemma. 2015b. “Simulative Analysis of Performance Shaping Factors Impact on Human Reliability in Manufacturing Activities.” 27th European modeling and simulation symposium, EMSS 2015, 93. Bergeggi, Italy.
38. Dode, P., M., Greig, S., Zolfaghari, and W. P., Neumann. 2016. “ Integrating Human Factors Into Discrete Event Simulation: A Proactive Approach to Simultaneously Design for System Performance and Employees’ Well Being.” International Journal of Production Research 54 (10): 3105. doi: 10.1080/00207543.2016.1166287.
39. Ellis, R. D., E., Pines, and J. C., Allaire. 1999. “ Performance Implications of Older Workers in Technological Manufacturing Environments: A Task-Analysis/Human Reliability Perspective.” International Journal of Computer Integrated Manufacturing 12 (2): 104–112. doi: 10.1080/095119299130353.
40. EU-OSHA. 2017. “Joint Report on Towards Age-friendly Work in Europe: A Life-course Perspective on Work and Ageing from EU Agencies.” Publications Office of the European Union, Luxembourg.
41. EU-OSHA. 2019. Third European Survey of Enterprises on New. Publications Office of the European Union, Luxembourg
42. Eurofound. 2016. “Sixth European Working Conditions Survey–Overview Report.” Luxembourg.
43. Farrow, A., and F., Reynolds. 2012. “ Health and Safety of the Older Worker.” Occupational Medicine 62 (1): 4–11. doi: 10.1093/occmed/kqr148.
44. Findlater, L., J. E., Froehlich, K., Fattal, J. O., Wobbrock, and T., Dastyar. 2013. “Age-related Differences in Performance with Touchscreens Compared to Traditional Mouse Input.” Proceedings of the SIGCHI conference on human factors in computing systems, 343–346. Paris, France
45. Franciosi, C., B., Iung, S., Miranda, and S., Riemma. 2018. “ Maintenance for Sustainability in the Industry 4.0 Context: A Scoping Literature Review.” IFAC-PapersOnLine 51 (11): 903–908.
46. Fritzsche, L., J., Wegge, M., Schmauder, M., Kliegel, and K. H., Schmidt. 2014. “ Good Ergonomics and Team Diversity Reduce Absenteeism and Errors in Car Manufacturing.” Ergonomics 57 (2): 148–161. doi: 10.1080/00140139.2013.875597.
47. Gajewski, P. D., N., Wild-Wall, S. A. A., Schapkin, U., Erdmann, G., Freude, and M., Falkenstein. 2010. “ Effects of Aging and Job Demands on Cognitive Flexibility Assessed by Task Switching.” Biological Psychology 85 (2): 187–199. doi: 10.1016/j.biopsycho.2010.06.009.
48. Glock, C. H., and E. H., Grosse. 2015. “ Decision Support Models for Production Ramp-up: A Systematic Literature Review.” International Journal of Production Research 7543), doi: 10.1080/00207543.2015.1064185.
49. Golan, M., Y., Cohen, and G., Singer. 2020. “ A Framework for Operator–Workstation Interaction in Industry 4.0.” International Journal of Production Research 58 (8): 2421–2432.
50. Griffith, C. D., and S., Mahadevan. 2011. “ Inclusion of Fatigue Effects in Human Reliability Analysis.” Reliability Engineering and System Safety 96 (11): 1437–1447. doi: 10.1016/j.ress.2011.06.005.
51. Grosse, E. H., C. H., Glock, M. Y., Jaber, and W. P., Neumann. 2015. “ Incorporating Human Factors in Order Picking Planning Models: Framework and Research Opportunities.” International Journal of Production Research 53 (3): 695–717. doi: 10.1287/inte.1040.0083.
52. Grosse, E. H., C. H., Glock, and W. P., Neumann. 2016. “ Human Factors in Order Picking: A Content Analysis of the Literature.” International Journal of Production Research, 1–17. doi: 10.1080/00207543.2016.1186296.
53. Haight, J. M., 2003. “ Human Error & the Challenges of an Aging Workforce.” Professional Safety 48 (12): 18–24.
54. Hawkins, S. A., and R. A., Wiswell. 2003. “ Rate and Mechanism of Maximal Oxygen Consumption Decline with Aging: Implications for Exercise Training.” Sports Medicine 33 (12): 877–888. doi: 10.2165/00007256-200333120-00002.
55. Hertzum, M., and K., Hornbæk. 2010. “ How age Affects Pointing with Mouse and Touchpad: A Comparison of Young, Adult, and Elderly Users.” International Journal of Human–Computer Interaction 26 (7): 703–734.
56. Hosseini, Haji, A. R. M, J., Jafari, Y., Mehrabi, G. H., Halwani, and A., Ahmadi. 2012. “ Factors Influencing Human Errors During Work Permit Issuance by the Electric Power Transmission Network Operators.” Indian Journal of Science and Technology 5 (8): 3169–3173.
57. Ilmarinen, J., 2001. “ Aging Workers.” Occupational and Environmental Medicine 58 (8): 546–552. doi: 10.1136/oem.58.8.546.
58. Irwin, J., 2000. “ What Are the Causes, Prevention and Treatment of Hearing Loss in the Ageing Worker? ” Occupational Medicine 50 (7): 492–495.
59. Jochems, N., S., Vetter, and C., Schlick. 2013. “ A Comparative Study of Information Input Devices for Aging Computer Users.” Behaviour & Information Technology 32 (9): 902–919.
60. Kano, A., and J. C., Read. 2009. “Text input error categorisation: solving character level insertion ambiguities using Zero Time analysis.” In Proceedings of the 23rd British HCI Group Annual Conference on People and Computers: Celebrating People and Technology (pp. 293-302). British Computer Society.
61. Kenny, G. P., H., Groeller, R., McGinn, and A. D., Flouris. 2016. “ Age, Human Performance, and Physical Employment Standards.” Applied Physiology Nutrition and Metabolism 41 (6, 2): S92–S107. doi: 10.1139/apnm-2015-0483.
62. Kenny, G. P., ÃJE, Yardley, L., Martineau, and O., Jay. 2008. “ Physical Work Capacity in Older Adults: Implications for the Aging Worker.” Work 625 (May): 610–625. doi: 10.1002/ajim.20600.
63. Kliegel, M., M., Martin, M. A., McDaniel, and L. H., Phillips. 2007. “ Adult Age Differences in Errand Planning: The Role of Task Familiarity and Cognitive Resources.” Experimental Aging Research 33: 145–161.
64. Kolus, A., R., Wells, and W. P., Neumann. 2018. “ Production Quality and Human Factors Engineering: A Systematic Review and Theoretical Framework.” Applied Ergonomics 73: 55–89. doi: 10.1016/j.apergo.2018.05.010.
65. Kotter-Grühn, D., A. E., Kornadt, and Y., Stephan. 2015. “ Looking Beyond Chronological age: Current Knowledge and Future Directions in the Study of Subjective age.” Gerontology 62 (1): 86–93.
66. Kowalski-Trakofler, K. M., L. J., Steiner, and D. J., Schwerha. 2005. “ Safety Considerations for the Aging Workforce.” Safety Science 43 (10): 779–793. doi: 10.1016/j.ssci.2005.08.014.
67. Liao, Yongxin, Fernando, Deschamps, Eduardo, de Freitas Rocha Loures, and Luiz Felipe Pierin, Ramos. 2017. “ Past, Present and Future of Industry 4.0 - a Systematic Literature Review and Research Agenda Proposal.” International Journal of Production Research 55 (12): 3609–3629. doi: 10.1080/00207543.2017.1308576.
68. Mehta, R. K., and M. J., Agnew. 2010. “ Analysis of Individual and Occupational Risk Factors on Task Performance and Biomechanical Demands for a Simulated Drilling Task.” International Journal of Industrial Ergonomics 40 (5): 584–591. doi: 10.1016/j.ergon.2010.06.003.
69. Mohren, D. C. L., N. W. H., Jansen, and I. J., Kant. 2010. “ Need for Recovery From Work in Relation to age: a Prospective Cohort Study.” International Archives of Occupational and Environmental Health 83 (5): 553–561.
70. Morrell, R. W., and D. C., Park. 1993. “ The Effects of Age, Illustrations, and Task Variables on the Performance of Procedural Assembly Tasks.” Psychology and Aging 8 (3): 389–399. doi: 8216959.
71. Neumann, W. P., and J., Dul. 2010. “ Human Factors: Spanning the gap Between OM and HRM.” International Journal of Operations & Production Management 30: 923–950.
72. Neumann, W. P., S., Kihlberg, P., Medbo, S. E., Mathiassen, and J., Winkel. 2002. “ A Case Study Evaluating the Ergonomic and Productivity Impacts of Partial Automation Strategies in the Electronics Industry.” International Journal of Production Research 40 (16): 4059–4075. doi: 10.1080/00207540210148862.
73. Neumann, W. P., and J., Village. 2012. “ Ergonomics Action Research Ii: A Framework for Integrating Hf Into Work System Design.” Ergonomics 55: 1140–1156.
74. Neumann, W. P., J., Winkel, L., Medbo, R., Magneberg, and S. E., Mathiassen. 2006. “ Production System Design Elements Influencing Productivity and Ergonomics - A Case Study of Parallel and Serial Flow Strategies.” International Journal of Operations & Production Management 26 (8): 904–923. doi: 10.1108/01443570610678666.
75. Owsley, C., 2011. “ Aging and Vision.” Vision Research 51 (13): 1610–1622. doi: 10.1016/j.visres.2010.10.020.
76. Pan, X., Y., Lin, and C., He. 2017. “ A Review of Cognitive Models in Human Reliability Analysis.” Quality and Reliability Engineering International 33 (7): 1299–1316.
77. Park, S. H., D. J., Yang, J. I., Shin, S. J., Park, H. W., Oh, E. M., Choi, Y. H., Park, B. R., Park, M. S., Park, and Y. A., Yang. 2012. “ Workplace Accident Prevention and Improvement of Work Ability in an Aging Society.” Journal of Physical Therapy Science 24 (1): 143–148. doi: 10.1589/jpts.24.143.
78. Pelletier, A., and J., Coffin. 2007. “ Vision Loss in Older Adults.” Nursing Assessment and Care Management 2016), doi: 10.1017/CBO9781107415324.004.
79. Peng, L., and A. H., Chan. 2019. “ A Meta-Analysis of the Relationship Between Ageing and Occupational Safety and Health.” Safety Science 112: 162–172.
80. Peng, Liu, Qiu, Yongping, Hu, Juntao, Tong, Jiejuan, Zhao, Jun, and Li, Zhizhong. 2019. “ Expert Judgments for Performance Shaping Factors’ Multiplier Design in Human Reliability Analysis.” Reliability Engineering and System Safety, doi: 10.1016/j.ress.2018.12.022.
81. Pennathur, A., L. R., Contreras, K., Arcaute, and W., Dowling. 2003. “ Manual Dexterity of Older Mexican American Adults: A Cross-Sectional Pilot Experimental Investigation.” International Journal of Industrial Ergonomics 32 (6): 419–431. doi: 10.1016/j.ergon.2003.07.001.
82. Peruzzini, M., and M., Pellicciari. 2017. “ A Framework to Design a Human-Centred Adaptive Manufacturing System for Aging Workers.” Advanced Engineering Informatics 33: 330–349.
83. Peters, M., C., Godfrey, H., Khalil, P., McInerney, D., Parker, and C., Baldini Soares. 2015. “ Guidance for Conducting Systematic Scoping Reviews.” International Journal of Evidence-Based Healthcare 13 (3): 141–146. doi: 10.1097/XEB.0000000000000050.
84. Rasmussen, J., O. M., Pedersen, G., Mancini, A., Carnino, M. J., Griffon, and P., Gagnolet. 1981. Classification System for Reporting Events Involving Human Malfunctions. Risø National Laboratory. Risø-M, No. 2240
85. Reason, J., 1990. Human Error. University Press: Cambridge.
86. Remesal, A. F., C. C., Moreno, A. P., Cuesta, R. P., Puente, S. S., Arnau, C. L., Sánchez, and M. S., Almenara. 2019. “Ergo+ 50: Ergonomic Assessment Methodology Aimed at Older Workers.” International conference on applied human factors and ergonomics, 27–36, Springer, Cham.
87. Romero, D., J., Stahre, T., Wuest, O., Noran, P., Bernus, Å, Fast-Berglund, and D., Gorecky. 2016. “Towards an Operator 4.0 Typology: A Human-centric Perspective on the Fourth Industrial Revolution Technologies.” Proceedings of the international conference on computers and industrial engineering (CIE46), Tianjin, China, 29–31.
88. Salminen, S., and T., Tallberg. 1996. “ Human Errors in Fatal and Serious Occupational Accidents in Finland.” Ergonomics 39 (7): 980–988. doi: 10.1080/00140139608964518.
89. Salmon, P. M., G. H., Walker, and N. A., Stanton. 2016. “ Pilot Error Versus Sociotechnical Systems Failure: A Distributed Situation Awareness Analysis of Air France 447.” Theoretical Issues in Ergonomics Science 17 (1): 64–79.
90. Salthouse, T., 2000. “ Aging and Measures of Processing Speed.” Biological Psychology 54 (1–3): 35–54. doi: 10.1016/S0301-0511(00)00052-1.
91. Salthouse, T., 2010. “ Selective Review of Cognitive Aging.” Journal of International Neuropsychology 16 (5): 754–760. doi: 10.1017/S1355617710000706.
92. Salthouse, T., 2012. “ Consequences of Age-Related Cognitive Declines.” Annual Review of Psychology 63: 201–226. doi: 10.1146/annurev-psych-120710-100328.
93. Sawilowsky, Shlomo S., 2009. New Effect Size Rules of Thumb 8: 597–599.
94. Schibye, B., A. F., Hansen, K., Søgaard, and H., Christensen. 2001. “ Aerobic Power and Muscle Strength among Young and Elderly Workers with and Without Physically Demanding Work Tasks.” Applied Ergonomics 32 (5): 425–431. doi: 10.1016/S0003-6870(01)00034-5.
95. Sharit, J., 2012. “ Human error and human reliabilty analysis.” In Handbook of Human Factors and Ergonomics. 4th edition, 734–800. John Wiley and Sons.
96. Shephard, R. J., 1999. “ Age and Physical Work Capacity.” Experimental Aging Research 25 (4): 331–343. doi: 10.1080/036107399243788.
97. Shibasaki, M., K., Okazaki, and Y., Inoue. 2013. “ Aging and Thermoregulation.” The Journal of Physical Fitness and Sports Medicine 2 (1): 37–47.
98. Silverstein, M., 2008. “ Meeting the Challenges of an Aging Workforce.” Americal Journal of Industrial Medicine 51 (10): 269–280. doi: 10.1002/ajim.20569.
99. Skyttner, L., 2001. General Systems Theory - Ideas and Applications. London: World Scientific.
100. Smith, M. W., J., Sharit, and S. J., Czaja. 1999. “ Aging, Motor Control, and the Performance of Computer Mouse Tasks.” Human Factors 41 (3): 389–396.
101. Streb, C. K., S. C., Voelpel, and M., Leibold. 2008. “ Managing the Aging Workforce: Status Quo and Implications for the Advancement of Theory and Practice.” European Management Journal 26 (1): 1–10. doi: 10.1016/j.emj.2007.08.004.
102. Strozzi, F., C., Colicchia, A., Creazza, F., Strozzi, C., Colicchia, A., Creazza, and C., Noè. 2017. “ Literature Review on the ‘Smart Factory’ Concept Using Bibliometric Tools.” International Journal of Production Research 7543 (May): 1–20. doi: 10.1080/00207543.2017.1326643.
103. Sun, X., R., Houssin, J., Renaud, and M., Gardoni. 2018. “ A Review of Methodologies for Integrating Human Factors and Ergonomics in Engineering Design.” International Journal of Production Research, 1–16. doi: 10.1080/00207543.2018.1492161.
104. Sutcliffe, A. G., and S., Minocha. 1999. “Linking Business Modelling to Socio-technical System Design.” International conference on advanced information systems engineering, 73–87, Springer, Berlin, Heidelberg.
105. Swain, A. D., and H. E., Guttmann. 1983. Handbook of Human-reliability Analysis with Emphasis on Nuclear Power Plant Applications. Final report. No. NUREG/CR–1278. Sandia National Labs.
106. Techentin, C., D., Voyer, and S. D., Voyer. 2014. “ Spatial Abilities and Aging: A Meta-Analysis.” Experimental Aging Research 40 (4): 395–425. doi: 10.1080/0361073X.2014.926773.
107. Toomingas, A., and A., Kilbom. 2007. “Good Practice in Integrating Aging Workers–examples from Some European Countries.” http://nile.lub.lu.se/arbarch/arb/2007/arb2007_05.pdf.
108. Varianou-Mikellidou, C., G., Boustras, C., Dimopoulos, J. L., Wybo, F. W., Guldenmund, O., Nicolaidou, and I., Anyfantis. 2019. “ Occupational Health and Safety Management in the Context of an Ageing Workforce.” Safety Science 116: 231–244.
109. Verhaeghen, P., and T., Salthouse. 1997. “ Meta-Analyses of Age–Cognition Relations in Adulthood: Estimates of Linear and Nonlinear Age Effects and Structural Models.” Psychological Bulletin 122 (3): 231–249. doi: 10.1037/0033-2909.122.3.231.
110. Verneau, M., J., van der Kamp, G. J. P., Savelsbergh, and M. P., de Looze. 2014. “ Age and Time Effects on Implicit and Explicit Learning.” Experimental Aging Research 40 (4): 477–511. doi: 10.1080/0361073X.2014.926778.
111. Village, J., C., Searcy, F., Salustri, and W. P., Neumann. 2015. “ Design for Human Factors (Dfhf): A Grounded Theory for Integrating Human Factors Into Production Design Processes.” Ergonomics 58: 1529–1546.
112. Williams, J. C., J. L., Bell, N. D., Warren, and C., Daniels. 2006. “ The Impact of an Aging Workforce on Systems Safety and Reliability and Additional Error-Producing Conditions as Applied to an Existing Human Reliability Assessment Method.” Institution of Chemical Engineers Symposium Series 151: 458–468.
113. Xu, Li Da, Eric L., Xu, and Ling, Li. 2018. “ Industry 4.0: State of the Art and Future Trends.” International Journal of Production Research 56 (8): 2941–2962. doi: 10.1080/00207543.2018.1444806.
114. Yung, M., A., Kolus, R., Wells, and W. P., Neumann. 2020. “ Examining the Fatigue-Quality Relationship in Manufacturing.” Applied Ergonomics 82: 1–11.