Cited by 83Social Robot Interaction and HRIDigital Mental Health InterventionsSpeech and dialogue systems

Delivering Cognitive Behavioral Therapy Using A Conversational Social Robot

Open access
Dino, Francesca, Zandie, Rohola, Abdollahi, Hojjat, Schoeder, Sarah, Mahoor, Mohammad H.·2019·2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)

Abstract

Social robots are becoming an integrated part of our daily life due to their ability to provide companionship and entertainment. A subfield of robotics, Socially Assistive Robotics (SAR), is particularly suitable for expanding these benefits into the healthcare setting because of its unique ability to provide cognitive, social, and emotional support. This paper presents our recent research on developing SAR by evaluating the ability of a life-like conversational social robot, called Ryan, to administer internet-delivered cognitive behavioral therapy (iCBT) to older adults with depression. For Ryan to administer the therapy, we developed a dialogue-management system, called Program-R. Using an accredited CBT manual for the treatment of depression, we created seven hour-long iCBT dialogues and integrated them into Program-R using Artificial Intelligence Markup Language (AIML). To assess the effectiveness of Robot-based iCBT and users' likability of our approach, we conducted an HRI study with a cohort of elderly people with mild-to-moderate depression over a period of four weeks. Quantitative analyses of participant's spoken responses (e.g. word count and sentiment analysis), face-scale mood scores, and exit surveys, strongly support the notion robot-based iCBT is a viable alternative to traditional human-delivered therapy.

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.1109/iros40897.2019.8968576

Cites

26 of 26 references verified0 citation errors · 0 not checkable

Statistics

Claims the paper makes

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

  • NAO used as a cognitive stimulation therapy tool for people with dementia showed improvements in neuropsychiatric symptoms.

    “NAO 3 , has been used as a cognitive stimulation therapy tool for PwD with improvements in neuropsychiatric symptoms [28]”

    From Conversational Affective Social Robots for Ageing and Dementia Support (2022) · cites this paper as [28]

    The Introduction says NAO has been used to combat cognitive decline and depression. It does not report NAO as a cognitive stimulation therapy tool or show improved neuropsychiatric symptoms in people with dementia. The Participants and Symptom Outcomes sections instead describe cognitive behavioral therapy delivered by Ryan to four older adults with depression. (LLM, conf=0.85)

    Experimental — accuracy not yet measured

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

The self-check needs the paper’s full text.

Cites

Flagged first, then by citations

Cited by

Sorted by citations

Authors
Dino, F., Zandie, R., Abdollahi, H., Schoeder, S., & Mahoor, M. H.
Affiliations
University of Denver (US)
Venue
2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
Publisher
IEEE
Published
2019-11
Pages
2089-2095
ISSN
2153-0858 (ISSN-L)
OpenAlex
W2972557612
Cited by
83
References
26
Citations by year
2026: 9 · 2025: 34 · 2024: 11 · 2023: 10 · 2022: 11 · 2021: 7 · 2020: 1
FWCI
7.84
Type
conference paper
Language
en
Open access
Locations
  • IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (publishedVersion)
  • arXiv (Cornell University) (submittedVersion)
  • arXiv (Cornell University)
Funders
National Science Foundation (1427872)
Topics
  • Social Sciences › Psychology › Social Psychology › Social Robot Interaction and HRI
  • Social Sciences › Psychology › Applied Psychology › Digital Mental Health Interventions
  • Physical Sciences › Computer Science › Artificial Intelligence › Speech and dialogue systems
Keywords
cognitive behavioral therapy, online therapy, socially assistive robotics, older adults, depression, dialogue management, AIML, human-robot interaction, user acceptance

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review