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Erschienen in: International Journal of Social Robotics 2/2016

01.04.2016

The Development of a Scale to Evaluate Trust in Industrial Human-robot Collaboration

verfasst von: George Charalambous, Sarah Fletcher, Philip Webb

Erschienen in: International Journal of Social Robotics | Ausgabe 2/2016

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Abstract

Trust has been identified as a key element for the successful cooperation between humans and robots. However, little research has been directed at understanding trust development in industrial human-robot collaboration (HRC). With industrial robots becoming increasingly integrated into production lines as a means for enhancing productivity and quality, it will not be long before close proximity industrial HRC becomes a viable concept. Since trust is a multidimensional construct and heavily dependent on the context, it is vital to understand how trust develops when shop floor workers interact with industrial robots. To this end, in this study a trust measurement scale suitable for industrial HRC was developed in two phases. In phase one, an exploratory study was conducted to collect participants’ opinions qualitatively. This led to the identification of trust related themes relevant to the industrial context and a related pool of questionnaire items was generated. In the second phase, three human-robot trials were carried out in which the questionnaire items were applied to participants using three different types of industrial robots. The results were statistically analysed to identify the key factors impacting trust and from these generate a trust measurement scale for industrial HRC.

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Literatur
1.
Zurück zum Zitat Ding Z, Hon B (2013) Constraints analysis and evaluation of manual assembly. CIRP Ann Manuf Technol 62(1):1–4CrossRef Ding Z, Hon B (2013) Constraints analysis and evaluation of manual assembly. CIRP Ann Manuf Technol 62(1):1–4CrossRef
2.
Zurück zum Zitat Hägele M, Schaaf W, Helms E (2002) Robot assistants at manual workplaces: Effective co-operation and safety aspects. International symposium on robotics ISR 2002 / CD-ROM. October 7–11, Stockholm Hägele M, Schaaf W, Helms E (2002) Robot assistants at manual workplaces: Effective co-operation and safety aspects. International symposium on robotics ISR 2002 / CD-ROM. October 7–11, Stockholm
3.
Zurück zum Zitat Schraft RD, Meyer C, Parlitz C, Helms E (2005) Powermate—a safe and intuitive robot assistant for handling and assembly tasks. IEEE international conference on robotics and automation, IEEE, Barcelona, pp 4047–4079 Schraft RD, Meyer C, Parlitz C, Helms E (2005) Powermate—a safe and intuitive robot assistant for handling and assembly tasks. IEEE international conference on robotics and automation, IEEE, Barcelona, pp 4047–4079
4.
Zurück zum Zitat Santis AD, Siciliano B, Luca AD, Bicchi A (2008) Atlas of physical human-robot interaction. Mech Mach Theor 43(3):253–270CrossRefMATH Santis AD, Siciliano B, Luca AD, Bicchi A (2008) Atlas of physical human-robot interaction. Mech Mach Theor 43(3):253–270CrossRefMATH
5.
Zurück zum Zitat Unhelkar VV, Siu HC, Shah JA (2014) Comparative performance on human and mobile robotic assistants in collaborative fetch-and-deliver tasks. Human Robot interaction 2014. ACM, Bielefeld Unhelkar VV, Siu HC, Shah JA (2014) Comparative performance on human and mobile robotic assistants in collaborative fetch-and-deliver tasks. Human Robot interaction 2014. ACM, Bielefeld
6.
Zurück zum Zitat ISO (2011) Robots and robotic devices-safety requirements for industrial robots, Part 1: robots. international standards organisation, Geneva ISO (2011) Robots and robotic devices-safety requirements for industrial robots, Part 1: robots. international standards organisation, Geneva
7.
Zurück zum Zitat Bortot D, Born M, Bengler K (2013) Directly or detours? How should industrial robots approach humans?. ACM/IEEE international conference on human-robot interaction (HRI 2013), IEEE, Tokyo Bortot D, Born M, Bengler K (2013) Directly or detours? How should industrial robots approach humans?. ACM/IEEE international conference on human-robot interaction (HRI 2013), IEEE, Tokyo
8.
Zurück zum Zitat Walton M, Webb P, Poad M (2011) Applying a concept for robot-human cooperation to aerospace equipping processes, SAE International Walton M, Webb P, Poad M (2011) Applying a concept for robot-human cooperation to aerospace equipping processes, SAE International
9.
Zurück zum Zitat Parasuraman R, Riley V (1997) Humans and automation: use, misuse, disuse, abuse. Hum Fact 39(2):230–253CrossRef Parasuraman R, Riley V (1997) Humans and automation: use, misuse, disuse, abuse. Hum Fact 39(2):230–253CrossRef
10.
Zurück zum Zitat Freedy A, de Visser E, Weltman G, Coeyman N (2007) Measurement of trust in human-robot collaboration. In: Proceedings of the 2007 international conference on collaborative technologies and systems, Orland Freedy A, de Visser E, Weltman G, Coeyman N (2007) Measurement of trust in human-robot collaboration. In: Proceedings of the 2007 international conference on collaborative technologies and systems, Orland
11.
Zurück zum Zitat Chen JY, Barnes MJ (2014) Human-agent teaming for multirobot control: a review of human factors issues. IEEE Trans Hum Mach Syst 44(1):13–29 IEEECrossRef Chen JY, Barnes MJ (2014) Human-agent teaming for multirobot control: a review of human factors issues. IEEE Trans Hum Mach Syst 44(1):13–29 IEEECrossRef
12.
Zurück zum Zitat Groom V, Nass C (2007) Can robots be teammates? Benchmarks in human–robot teams. Interact Stud 8(3):483–500 Groom V, Nass C (2007) Can robots be teammates? Benchmarks in human–robot teams. Interact Stud 8(3):483–500
13.
Zurück zum Zitat Park E, Jenkins Q, Jiang X (2008) Measuring trust of human pperators in new generation rescue robots. Proceedings of the 7th JFPS international symposium on fluid power, Toyom, pp 15–18 Park E, Jenkins Q, Jiang X (2008) Measuring trust of human pperators in new generation rescue robots. Proceedings of the 7th JFPS international symposium on fluid power, Toyom, pp 15–18
14.
Zurück zum Zitat de Visser EJ, Parasuraman R, Freedy A, Freedy E, Weltman G (2006) A comprehensive methodology for assessing human-robot team Performance for use in training and simulation. Proceedings of the 50th Human factors ergonomics society, San Francisco, pp 2639–2643 de Visser EJ, Parasuraman R, Freedy A, Freedy E, Weltman G (2006) A comprehensive methodology for assessing human-robot team Performance for use in training and simulation. Proceedings of the 50th Human factors ergonomics society, San Francisco, pp 2639–2643
15.
Zurück zum Zitat Lee JD, See KA (2004) Trust in automation: designing for appropriate reliance. Hum Fact 46(1):50–80CrossRef Lee JD, See KA (2004) Trust in automation: designing for appropriate reliance. Hum Fact 46(1):50–80CrossRef
16.
Zurück zum Zitat Verberne F, Ham J, Midden C (2012) Trust in smart systems: sharing driving goals and giving information to increase trustworthiness and acceptability of smart systems in cars. Hum Fact 54(5):799–810CrossRef Verberne F, Ham J, Midden C (2012) Trust in smart systems: sharing driving goals and giving information to increase trustworthiness and acceptability of smart systems in cars. Hum Fact 54(5):799–810CrossRef
17.
Zurück zum Zitat Mazney D, Reichenbach J, Onnasch L (2012) Human performance consequences of automated decision aids: the impact of degree of automation and system experience. J Cogn Eng Decis Mak 6(1):57–87CrossRef Mazney D, Reichenbach J, Onnasch L (2012) Human performance consequences of automated decision aids: the impact of degree of automation and system experience. J Cogn Eng Decis Mak 6(1):57–87CrossRef
18.
Zurück zum Zitat Parasuraman R, Molloy R, Singh I (1993) Performance consequences of automation-induced ‘complacency’. Int J Aviat Psychol 3(1):1–23CrossRef Parasuraman R, Molloy R, Singh I (1993) Performance consequences of automation-induced ‘complacency’. Int J Aviat Psychol 3(1):1–23CrossRef
19.
Zurück zum Zitat Dzindolet MT, Pierce LG, Beck HP, Dawe LA, Anderson WB (2001b) Predicting misuse and disuse of combat identification systems. Mil Psychol 13(3):147–164CrossRef Dzindolet MT, Pierce LG, Beck HP, Dawe LA, Anderson WB (2001b) Predicting misuse and disuse of combat identification systems. Mil Psychol 13(3):147–164CrossRef
20.
Zurück zum Zitat de Visser E, Krueger F, McKnight P, Scheid S, Smith M, Chalk S et al. (2012) The world is not enough: trust in cognitive agents. In: Proceedings of the 56th annual HFES meeting, pp 263–267 de Visser E, Krueger F, McKnight P, Scheid S, Smith M, Chalk S et al. (2012) The world is not enough: trust in cognitive agents. In: Proceedings of the 56th annual HFES meeting, pp 263–267
21.
Zurück zum Zitat Chen JY, Barnes MJ (2012) Supervisory control of multiple robots: effects of imperfect automation and individual differences. Hum Fact 54(2):157–174CrossRef Chen JY, Barnes MJ (2012) Supervisory control of multiple robots: effects of imperfect automation and individual differences. Hum Fact 54(2):157–174CrossRef
22.
Zurück zum Zitat Desai M, Stubbs K, Steinfeld A, Yanco H (2009) Creating trustworthy robots: lessons and inspirations from automated systems. Paper presented at The AISB convention: new frontiers in human-robot interaction. Edinburgh Desai M, Stubbs K, Steinfeld A, Yanco H (2009) Creating trustworthy robots: lessons and inspirations from automated systems. Paper presented at The AISB convention: new frontiers in human-robot interaction. Edinburgh
23.
Zurück zum Zitat Yagoda RE, Gillan DJ (2012) You want me to trust a ROBOT? The development of a human-robot interaction trust scale. Int J Soc Robot 4(3):235–248CrossRef Yagoda RE, Gillan DJ (2012) You want me to trust a ROBOT? The development of a human-robot interaction trust scale. Int J Soc Robot 4(3):235–248CrossRef
24.
Zurück zum Zitat Hancock PA, Billings DR, Oleson KE, Chen JY, De Visser E, Parasuraman R (2011) A meta-analysis of factors influencing the development of human-robot trust. Aberdeen proving ground, MD 21005-5425: US Army Research Laboratory Hancock PA, Billings DR, Oleson KE, Chen JY, De Visser E, Parasuraman R (2011) A meta-analysis of factors influencing the development of human-robot trust. Aberdeen proving ground, MD 21005-5425: US Army Research Laboratory
25.
Zurück zum Zitat Singh IL, Molloy R, Parasuraman R (1993) Automation-induced “complacency”: development of a complacency-potential rating scale. Int J Aviat Psychol 3(2):111–122CrossRef Singh IL, Molloy R, Parasuraman R (1993) Automation-induced “complacency”: development of a complacency-potential rating scale. Int J Aviat Psychol 3(2):111–122CrossRef
26.
Zurück zum Zitat Muir BM, Moray N (1996) Trust in automation. Part 1. Experimental studies of trust and human intervention in a process control simulation. Ergonomics 39(3):429–460CrossRef Muir BM, Moray N (1996) Trust in automation. Part 1. Experimental studies of trust and human intervention in a process control simulation. Ergonomics 39(3):429–460CrossRef
27.
Zurück zum Zitat Jian X, Bisantz AM, Drury CG (2000) Foundations for an empirically determined scale of trust in automated systems. Int J Cognit Ergon 4(1):53–71CrossRef Jian X, Bisantz AM, Drury CG (2000) Foundations for an empirically determined scale of trust in automated systems. Int J Cognit Ergon 4(1):53–71CrossRef
28.
Zurück zum Zitat Master R, Gramopadhye AK, Melloy BJ, Bingham J, Jiang X (2000) A questionnaire for measuring trust in hybrid inspection systems. Paper presented at the industrial engineering research conference. Dallas Master R, Gramopadhye AK, Melloy BJ, Bingham J, Jiang X (2000) A questionnaire for measuring trust in hybrid inspection systems. Paper presented at the industrial engineering research conference. Dallas
29.
Zurück zum Zitat Schaefer KE (2013) The perception and measurement of human-robot trust. Doctoral dissertation, University of Central Florida Orlando, Florida Schaefer KE (2013) The perception and measurement of human-robot trust. Doctoral dissertation, University of Central Florida Orlando, Florida
30.
Zurück zum Zitat King N (1998) Template analysis. In: Gillian S, Catherine C (eds) Qualitative methods and analysis in organizational research: a practical guide. Sage Publications Ltd, Thousand Oaks, pp 118–134 King N (1998) Template analysis. In: Gillian S, Catherine C (eds) Qualitative methods and analysis in organizational research: a practical guide. Sage Publications Ltd, Thousand Oaks, pp 118–134
31.
Zurück zum Zitat Nunnally JC (1978) Psychometric theory, 2nd edn. McGraw-Hill, New York Nunnally JC (1978) Psychometric theory, 2nd edn. McGraw-Hill, New York
32.
Zurück zum Zitat Kline TJB (2005) Psychological testing: a practical approach to design and testing. Sage Publications Inc, London Kline TJB (2005) Psychological testing: a practical approach to design and testing. Sage Publications Inc, London
33.
Zurück zum Zitat Lowenthal KM (1996) An introduction to psychological tests and scales. UCL Press, London Lowenthal KM (1996) An introduction to psychological tests and scales. UCL Press, London
34.
Zurück zum Zitat Harris D, Chan-Pensley J, McGarry S (2005) The development of a multidimensional scale to evaluate motor vehicle dynamic qualities. Ergonomics 48(8):964–982CrossRef Harris D, Chan-Pensley J, McGarry S (2005) The development of a multidimensional scale to evaluate motor vehicle dynamic qualities. Ergonomics 48(8):964–982CrossRef
35.
Zurück zum Zitat Hair JF, Anderson RE, Tatham RL, Black WC (1998) Multivariate data analysis. Prentice Hall, Upper Saddle River Hair JF, Anderson RE, Tatham RL, Black WC (1998) Multivariate data analysis. Prentice Hall, Upper Saddle River
36.
37.
Zurück zum Zitat Kline P (1999) The handbook of psychological testing, 2nd edn. Routledge, London Kline P (1999) The handbook of psychological testing, 2nd edn. Routledge, London
38.
Zurück zum Zitat deVellis RF (1991) Scale development: theory and application. Sage Publishing, Newbury Park deVellis RF (1991) Scale development: theory and application. Sage Publishing, Newbury Park
39.
Zurück zum Zitat Bartneck C, Kulic D, Croft E (2009) Measuring the anthropomorphism, animacy, likeability, perceived intelligence, and perceived safety of robots. Int J Soc Robot 1:71–81CrossRef Bartneck C, Kulic D, Croft E (2009) Measuring the anthropomorphism, animacy, likeability, perceived intelligence, and perceived safety of robots. Int J Soc Robot 1:71–81CrossRef
40.
Zurück zum Zitat Inoue K, Nonaka S, Ujiie Y, Takubo T, Arai T (2005) Comparison of human psychology for real and virtual mobile manipulators. IEEE international workshop on robot and human interactive communication, ROMAN 2005, IEEE, pp 73–78 Inoue K, Nonaka S, Ujiie Y, Takubo T, Arai T (2005) Comparison of human psychology for real and virtual mobile manipulators. IEEE international workshop on robot and human interactive communication, ROMAN 2005, IEEE, pp 73–78
41.
Zurück zum Zitat Huber M, Rickert M, Knoll A, Brandt T, Glasauer S (2008) Human-robot interaction in handing-over tasks. 17th IEEE international symposium on robot and human interactive communication, pp 107–112 Huber M, Rickert M, Knoll A, Brandt T, Glasauer S (2008) Human-robot interaction in handing-over tasks. 17th IEEE international symposium on robot and human interactive communication, pp 107–112
42.
Zurück zum Zitat Mayer MP, Kuz S, Schlick CM (2013) Using anthropomorphism to improve the human-machine interaction in industrial environments (part II). In: Duffy VG (ed) Digital human modeling and applications in health, safety, ergonomics, and risk management. Human body modelling and ergonomics. Springer, Berlin, pp 93–100CrossRef Mayer MP, Kuz S, Schlick CM (2013) Using anthropomorphism to improve the human-machine interaction in industrial environments (part II). In: Duffy VG (ed) Digital human modeling and applications in health, safety, ergonomics, and risk management. Human body modelling and ergonomics. Springer, Berlin, pp 93–100CrossRef
43.
Zurück zum Zitat Broadbent E, Stafford R, MacDonald B (2009) Acceptance of healthcare robots for the older population: review and future directions. Int J Soc Robot 1(4):319–330CrossRef Broadbent E, Stafford R, MacDonald B (2009) Acceptance of healthcare robots for the older population: review and future directions. Int J Soc Robot 1(4):319–330CrossRef
44.
Zurück zum Zitat Bartneck C, Kanda T, Mubin O, Mahmud AA (2009) Does the design of a robot influence its animacy and perceived intelligence? Int J Soc Robot 1(2):195–204CrossRef Bartneck C, Kanda T, Mubin O, Mahmud AA (2009) Does the design of a robot influence its animacy and perceived intelligence? Int J Soc Robot 1(2):195–204CrossRef
45.
Zurück zum Zitat Li D, Rau PL, Li Y (2010) A cross-cultural study: effect of robot appearance and task. Int J Soc Robot 2(2):175–186CrossRef Li D, Rau PL, Li Y (2010) A cross-cultural study: effect of robot appearance and task. Int J Soc Robot 2(2):175–186CrossRef
46.
Zurück zum Zitat Shiomi M, Zanlungo F, Hayashi K, Kanda T (2014) Towards a socially acceptable collision avoidance for a mobile robot navigating among pedestrians using a pedestrian model. Int J Soc Robot 6(3):443–455CrossRef Shiomi M, Zanlungo F, Hayashi K, Kanda T (2014) Towards a socially acceptable collision avoidance for a mobile robot navigating among pedestrians using a pedestrian model. Int J Soc Robot 6(3):443–455CrossRef
47.
Zurück zum Zitat van den Brule R, Dotsch R, Bijlstra G, Wigboldus DH, Haselager P (2014) Do robot performance and behavioral style affect human trust? Int J Soc Robot 6(4):519–531CrossRef van den Brule R, Dotsch R, Bijlstra G, Wigboldus DH, Haselager P (2014) Do robot performance and behavioral style affect human trust? Int J Soc Robot 6(4):519–531CrossRef
48.
Zurück zum Zitat Rosenthal-von der Pütten AM et al, Krämer NC (2015) Individuals’ evaluations of and attitudes towards potentially uncanny robots. Int J Soc Robot 7(5):1–26 Rosenthal-von der Pütten AM et al, Krämer NC (2015) Individuals’ evaluations of and attitudes towards potentially uncanny robots. Int J Soc Robot 7(5):1–26
49.
Zurück zum Zitat Prakash A, Rogers WA (2014) Why some humanoid faces are perceived more positively than others: effects of human-likeness and task. Int J Soc Robot 7(2):309–331CrossRef Prakash A, Rogers WA (2014) Why some humanoid faces are perceived more positively than others: effects of human-likeness and task. Int J Soc Robot 7(2):309–331CrossRef
Metadaten
Titel
The Development of a Scale to Evaluate Trust in Industrial Human-robot Collaboration
verfasst von
George Charalambous
Sarah Fletcher
Philip Webb
Publikationsdatum
01.04.2016
Verlag
Springer Netherlands
Erschienen in
International Journal of Social Robotics / Ausgabe 2/2016
Print ISSN: 1875-4791
Elektronische ISSN: 1875-4805
DOI
https://doi.org/10.1007/s12369-015-0333-8

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