Robot-Based Psychotherapy: Concepts Development, State of the Art, and New Directions

In this article we propose new concepts and a framework of robot-based psychotherapy (or robotics-based psychotherapy; i.e., Robo-Therapist, Robo-Mediator, Robo-Assistant). We also review the state of the art of the field based on this framework and delineate possible but also needed future developments and integrations in the field. Implications for future research, theory development, and practice are discussed in the context of evidence-based psychotherapy (i.e., cognitive-behavioral therapy/CBT).

[1]  Cristina A. Costescu,et al.  Reversal Learning Task in Children with Autism Spectrum Disorder: A Robot-Based Approach , 2015, Journal of autism and developmental disorders.

[2]  A. H. Bond,et al.  Socially Intelligent Agents: Creating Relationships With Computers And Robots , 2013 .

[3]  E. Csala,et al.  Application of the NAO humanoid robot in the treatment of marrow-transplanted children , 2012, 2012 IEEE 3rd International Conference on Cognitive Infocommunications (CogInfoCom).

[4]  B. Scassellati,et al.  Robots for use in autism research. , 2012, Annual review of biomedical engineering.

[5]  Kien Hoa Ly,et al.  Behavioral activation-based guided self-help treatment administered through a smartphone application: study protocol for a randomized controlled trial , 2012, Trials.

[6]  Roger Bemelmans,et al.  Socially assistive robots in elderly care: a systematic review into effects and effectiveness. , 2012, Journal of the American Medical Directors Association.

[7]  C. Botella,et al.  Virtual reality exposure therapy in anxiety disorders: a quantitative meta‐analysis , 2012, Depression and anxiety.

[8]  G. Montgomery,et al.  Emotional Outcomes and Mechanisms of Change in Online Cognitive-Behavioral Interventions: A Quantitative Meta-Analysis of Clinical Controlled Studies , 2012 .

[9]  A. M. Ruscio,et al.  A meta-analysis of the effect of cognitive bias modification on anxiety and depression. , 2011, Psychological bulletin.

[10]  Dirk Lefeber,et al.  How to achieve the huggable behavior of the social robot Probo?: a reflection on the actuators , 2011 .

[11]  Maja J. Mataric,et al.  Automated detection and classification of positive vs. negative robot interactions with children with autism using distance-based features , 2011, 2011 6th ACM/IEEE International Conference on Human-Robot Interaction (HRI).

[12]  S. Hofmann,et al.  The effect of emotion regulation strategies on anger. , 2011, Behaviour research and therapy.

[13]  Monique Ernst,et al.  Attention Bias Modification Treatment: A Meta-Analysis Toward the Establishment of Novel Treatment for Anxiety , 2010, Biological Psychiatry.

[14]  Kerstin Dautenhahn,et al.  Collaborating with Kaspar: Using an autonomous humanoid robot to foster cooperative dyadic play among children with autism , 2010, 2010 10th IEEE-RAS International Conference on Humanoid Robots.

[15]  Bram Vanderborght,et al.  Expressing Emotions with the Social Robot Probo , 2010, Int. J. Soc. Robotics.

[16]  Akimitsu Yokoyama,et al.  Consideration of physiological effect of robot assisted activity on dementia elderly by electroencephalogram (EEG): Estimation of positive effect of RAA by neuroactivity diagram , 2010, Proceedings of SICE Annual Conference 2010.

[17]  Michael E. Labhard,et al.  Mobile Therapy: Case Study Evaluations of a Cell Phone Application for Emotional Self-Awareness , 2010, Journal of medical Internet research.

[18]  Somaya Ben Allouch,et al.  Acceptance and use of a social robot by elderly users in a domestic environment , 2010, 2010 4th International Conference on Pervasive Computing Technologies for Healthcare.

[19]  S. Lynn,et al.  Rational and Irrational Beliefs , 2009 .

[20]  S. Lynn,et al.  Rational and Irrational Beliefs: Research, Theory, and Clinical Practice , 2009 .

[21]  Andrea Gaggioli,et al.  Therapeutic applications of the mobile phone , 2009 .

[22]  Takanori Shibata,et al.  Long-term robot therapy in a health service facility for the aged - A case study for 5 years - , 2009, 2009 IEEE International Conference on Rehabilitation Robotics.

[23]  C. Gullion,et al.  Randomized Effectiveness Trial of an Internet, Pure Self-Help, Cognitive Behavioral Intervention for Depressive Symptoms in Young Adults , 2009, Cognitive behaviour therapy.

[24]  F. Iftene,et al.  The Impact of Rational Emotive Behaviour Education on Anxiety in Teenagers , 2009 .

[25]  J. Broekens,et al.  Assistive social robots in elderly care: a review , 2009 .

[26]  Andrea C. Pierno,et al.  Robotic movement elicits visuomotor priming in children with autism , 2008, Neuropsychologia.

[27]  E. Guglielmelli,et al.  A novel technological approach towards the early diagnosis of neurodevelopmental disorders , 2008, 2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

[28]  Matthijs Pontier,et al.  A Virtual Therapist That Responds Empathically to Your Answers , 2008, IVA.

[29]  T. Shibata,et al.  Robot therapy for elders affected by dementia , 2008, IEEE Engineering in Medicine and Biology Magazine.

[30]  Mark B. Powers,et al.  Virtual reality exposure therapy for anxiety disorders: A meta-analysis. , 2008, Journal of anxiety disorders.

[31]  W. Banks,et al.  Animal-assisted therapy and loneliness in nursing homes: use of robotic versus living dogs. , 2008, Journal of the American Medical Directors Association.

[32]  François Michaud,et al.  Exploring the use of a mobile robot as an imitation agent with children with low-functioning autism , 2008, Auton. Robots.

[33]  T. Shibata,et al.  Social and physiological influences of living with seal robots in an elderly care house for two months , 2008 .

[34]  C. Heyes,et al.  Intact automatic imitation of human and robot actions in autism spectrum disorders , 2007, Proceedings of the Royal Society B: Biological Sciences.

[35]  S. Micera,et al.  Preliminary experiments on the acceptability of animaloid companion robots by older people with early dementia , 2007, 2007 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

[36]  Takanori Shibata,et al.  Living With Seal Robots—Its Sociopsychological and Physiological Influences on the Elderly at a Care House , 2007, IEEE Transactions on Robotics.

[37]  M. Tincani,et al.  Effects of Social Stories on Prosocial Behavior of Preschool Children with Autism Spectrum Disorders , 2007, Journal of autism and developmental disorders.

[38]  Brad Lundahl,et al.  Animal-Assisted Therapy: A Meta-Analysis , 2007 .

[39]  Takanori Shibata,et al.  Social Effects of Robot Therapy in a Care House - Change of Social Network of the Residents for Two Months , 2007, Proceedings 2007 IEEE International Conference on Robotics and Automation.

[40]  D. Scattone,et al.  Increasing Appropriate Social Interactions of Children With Autism Spectrum Disorders Using Social Stories™ , 2006 .

[41]  Brian Scassellati,et al.  Quantitative metrics of social response for autism diagnosis , 2005, ROMAN 2005. IEEE International Workshop on Robot and Human Interactive Communication, 2005..

[42]  Takanori Shibata,et al.  Psychological and Social Effects of One Year Robot Assisted Activity on Elderly People at a Health Service Facility for the Aged , 2005, Proceedings of the 2005 IEEE International Conference on Robotics and Automation.

[43]  Alexander Libin,et al.  Person-robot interactions from the robopsychologists' point of view: the robotic psychology and robotherapy approach , 2004, Proceedings of the IEEE.

[44]  Takanori Shibata,et al.  Effects of robot-assisted activity for elderly people and nurses at a day service center , 2004, Proceedings of the IEEE.

[45]  A. Whiten,et al.  A Systematic Review of Action Imitation in Autistic Spectrum Disorder , 2004, Journal of autism and developmental disorders.

[46]  A. Libin,et al.  Therapeutic robocat for nursing home residents with dementia: Preliminary inquiry , 2004, American journal of Alzheimer's disease and other dementias.

[47]  G. Dawson,et al.  Early social attention impairments in autism: social orienting, joint attention, and attention to distress. , 2004, Developmental psychology.

[48]  Leasha M. Barry,et al.  Using Social Stories to Teach Choice and Play Skills to Children With Autism , 2004 .

[49]  K. Dautenhahn,et al.  Evaluating the Response of Children with Autism to a Robot , 2001 .

[50]  G. Baird,et al.  Infants with autism: an investigation of empathy, pretend play, joint attention, and imitation. , 1997, Developmental psychology.

[51]  J. O’dell,et al.  ELIZA as a "therapeutic" tool. , 1984, Journal of clinical psychology.

[52]  Sandra Hirche,et al.  Synchrony and Reciprocity: Key Mechanisms for Social Companion Robots in Therapy and Care , 2016, Int. J. Soc. Robotics.

[53]  E. Mordoch,et al.  Use of social commitment robots in the care of elderly people with dementia: a literature review. , 2013, Maturitas.

[54]  A. Tapus,et al.  Children with Autism Social Engagement in Interaction with Nao, an Imitative Robot - A Series of Single Case Experiments , 2012 .

[55]  D. Lefeber,et al.  Using the social robot probo as a social story telling agent for children with ASD , 2012 .

[56]  Lauren M. Schmitt,et al.  The Clinical Use of Robots for Individuals with Autism Spectrum Disorders: A Critical Review. , 2012, Research in autism spectrum disorders.

[57]  Russell A. McCann,et al.  mHealth for mental health: Integrating smartphone technology in behavioral healthcare. , 2011 .

[58]  E. Guglielmelli,et al.  Neuro-Developmental Engineering: towards Early Diagnosis of Neuro-Developmental Disorders , 2010 .

[59]  A. Kazdin Methodological standards and strategies for establishing the evidence base of animal-assisted therapies , 2010 .

[60]  K. Dautenhahn,et al.  A long-term study of children with autism playing with a robotic pet: Taking inspirations from non-directive play therapy to encourage children’s proactivity and initiative-taking , 2009 .

[61]  M. Reger,et al.  A meta-analysis of the effects of internet- and computer-based cognitive-behavioral treatments for anxiety. , 2009, Journal of clinical psychology.

[62]  Brian Scassellati,et al.  Socially assistive robotics [Grand Challenges of Robotics] , 2007, IEEE Robotics & Automation Magazine.

[63]  Brian Scassellati,et al.  How Social Robots Will Help Us to Diagnose, Treat, and Understand Autism , 2005, ISRR.

[64]  T. Tamura,et al.  Is an entertainment robot useful in the care of elderly people with severe dementia? , 2004, The journals of gerontology. Series A, Biological sciences and medical sciences.

[65]  Kerstin Dautenhahn,et al.  Robotic Playmates: Analysing Interactive Competencies of Children with Autism Playing with a Mobile Robot , 2002 .

[66]  F. Michaud,et al.  Mobile Robotic Toys and Autism , 2002 .

[67]  J. Beck,et al.  Cognitive Therapy: Basics and Beyond , 1995 .

[68]  Joseph Weizenbaum,et al.  and Machine , 1977 .