Psychometric Evaluation Supported by a Social Robot: Personality Factors and Technology Acceptance

Robotic psychological assessment is a novel field of research that explores social robots as psychometric tools for providing quick and reliable screening exams. In this study, we involved elderly participants to compare the prototype of a robotic cognitive test with a traditional paper-and-pencil psychometric tool. Moreover, we explored the influence of personality factors and technology acceptance on the testing. Results demonstrate the validity of the robotic assessment conducted under professional supervision. Additionally, results show the positive influence of Openness to experience on the interaction with robot's interfaces, and that some factors influencing technology acceptance, such as Anxiety, Trust, and Intention to use, correlate with the performance in the psychometric tests. Technical feasibility and user acceptance of the robotic platform are also discussed.

[1]  Masaaki Tanaka,et al.  Effect of a human-type communication robot on cognitive function in elderly women living alone , 2012, Medical science monitor : international medical journal of experimental and clinical research.

[2]  Zdenko Kovacic,et al.  No data?: No problem! Expert System Approach to Designing a POMDP Framework for Robot-assisted ASD Diagnostics , 2018, HRI.

[3]  Ben J. A. Kröse,et al.  Assessing Acceptance of Assistive Social Agent Technology by Older Adults: the Almere Model , 2010, Int. J. Soc. Robotics.

[4]  J. Easterbrook The effect of emotion on cue utilization and the organization of behavior. , 1959, Psychological review.

[5]  Koen V. Hindriks,et al.  Proof of Concept of a Social Robot for Patient Reported Outcome Measurements in Elderly Persons , 2018, HRI.

[6]  Silvia Rossi,et al.  User's Personality and Activity Influence on HRI Comfortable Distances , 2017, ICSR.

[7]  Silvia Rossi,et al.  Socially Assistive Robot for Providing Recommendations: Comparing a Humanoid Robot with a Mobile Application , 2018, International Journal of Social Robotics.

[8]  J. Cummings,et al.  The Montreal Cognitive Assessment, MoCA: A Brief Screening Tool For Mild Cognitive Impairment , 2005, Journal of the American Geriatrics Society.

[9]  Alessandro Di Nuovo,et al.  Social Robots as Psychometric Tools for Cognitive Assessment: A Pilot Test , 2017, HFR.

[10]  Alessandro G. Di Nuovo,et al.  A Social Robot for Cognitive Assessment , 2018, HRI.

[11]  Jacob Cohen Statistical Power Analysis for the Behavioral Sciences , 1969, The SAGE Encyclopedia of Research Design.

[12]  Christian Grillon,et al.  The impact of anxiety upon cognition: perspectives from human threat of shock studies , 2013, Front. Hum. Neurosci..

[13]  Maja J. Mataric Socially assistive robotics: human-robot interaction methods for creating robots that care , 2014, HRI.

[14]  Gordon B. Davis,et al.  User Acceptance of Information Technology: Toward a Unified View , 2003, MIS Q..

[15]  Robert R. McCrae,et al.  The NEO–PI–3: A More Readable Revised NEO Personality Inventory , 2005, Journal of personality assessment.

[16]  Jean-François Dartigues,et al.  State anxiety and cognitive functioning in older adults. , 2012, The American journal of geriatric psychiatry : official journal of the American Association for Geriatric Psychiatry.

[17]  John R Hodges,et al.  The Addenbrooke's Cognitive Examination Revised (ACE‐R): a brief cognitive test battery for dementia screening , 2006, International journal of geriatric psychiatry.

[18]  Elena Karahanna,et al.  Time Flies When You're Having Fun: Cognitive Absorption and Beliefs About Information Technology Usage , 2000, MIS Q..

[19]  Giulio Sandini,et al.  When you are young, (robot's) looks matter. Developmental changes in the desired properties of a robot friend , 2014, The 23rd IEEE International Symposium on Robot and Human Interactive Communication.

[20]  Yael Edan,et al.  Differences between Young and Old Users when Interacting with a Humanoid Robot: A Qualitative Usability Study , 2018, HRI.

[21]  Iroju Olaronke,et al.  State Of The Art: A Study of Human-Robot Interaction in Healthcare , 2017 .

[22]  Viswanath Venkatesh,et al.  Unified Theory of Acceptance and Use of Technology: A Synthesis and the Road Ahead , 2016, J. Assoc. Inf. Syst..

[23]  Alessandro Di Nuovo,et al.  IBM Cloud Services Enhance Automatic Cognitive Assessment via Human-Robot Interaction , 2018, Mechanisms and Machine Science.