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JRM Vol.33 No.4 pp. 777-783
doi: 10.20965/jrm.2021.p0777
(2021)

Paper:

Speech Analysis to Evaluate Robot-Assisted Recreation of Older Adults with Dementia

Tomoko Nariai*, Shiroh Itai**, and Hiroaki Kojima***

*Takachiho University
2-19-1 Ohmiya, Suginami, Tokyo 168-8508, Japan

**Tsukuba Gakuin University
3-1 Azuma, Tsukuba, Ibaraki 305-0031, Japan

***National Institute of Advanced Industrial Science and Technology (AIST)
1-1-1 Umezono, Tsukuba, Ibaraki 305-8560, Japan

Received:
January 31, 2021
Accepted:
June 15, 2021
Published:
August 20, 2021
Keywords:
robotic seals, non-pharmacological therapy, neurological therapy, human-robot interaction, technology acceptance
Abstract

We investigated robot-assisted recreation (RAR) for improving the quality of life (QoL) of older adults with dementia in an aged care facility. However, as a simple method to evaluate RAR has not been established at the field level, limited scientific data exists to show its effectiveness. To solve this problem, we studied a method to evaluate RAR based on speech analysis, which can reduce the burden on subjects (older adults) and data analysts. This study conducted both subjective and objective analyses of speech data. Subjective analysis based on the transcripts of speech data resulted in findings that supported and added to the knowledge of previous research, such as an increased willingness to participate in RAR, positive feelings toward the future, and interest in interacting with others. The results of the objective analysis based on the fundamental frequency (F0) demonstrated that there was a difference in the distribution of F0 during RAR and the interviews conducted before and after RAR. This study thus provides the prospect for easy evaluation of recreational activities, including RAR, in aged care facilities at the field level using speech analysis.

Gymnastics with robots, where the robot takes the lead in starting the exercise

Gymnastics with robots, where the robot takes the lead in starting the exercise

Cite this article as:
T. Nariai, S. Itai, and H. Kojima, “Speech Analysis to Evaluate Robot-Assisted Recreation of Older Adults with Dementia,” J. Robot. Mechatron., Vol.33 No.4, pp. 777-783, 2021.
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References
  1. [1] “World Population Ageing 2019; Technical Report ST/ESA/SER.A/444,” Population Division, Department of Economic and Social Affairs, United Nations, 2019.
  2. [2] K.-L. Chou and I. Chi, “Comparison between elderly Chinese living alone and those living with others,” J. Gerontological Social Work, Vol.33, No.4, pp. 51-66, 2000.
  3. [3] S. Brownie and L. Horstmanshof, “The management of loneliness in aged care residents: an important therapeutic target for gerontological nursing,” J. Geriatric Nursing, Vol.32, No.5, pp. 318-325, 2011.
  4. [4] R. S. Wilson, K. R. Krueger, S. E. Arnold, J. A. Schneider, J. F. Kelly, L. L. Barnes, Y. Tang, and D. A. Bennett, “Loneliness and risk of Alzheimer disease,” J. Arch. Gen. Psychiatry, Vol.64, No.2, pp. 234-240, 2007.
  5. [5] H. Kim, “The effectiveness on sociality and social relationship by therapeutic recreation based on partner and group activity in the institutionalized elderly,” J. Exerc. Rehabil., Vol.14, No.3, pp. 356-360, 2018.
  6. [6] A. H. Fine (Ed.), “Handbook on Animal-Assisted Therapy: Theoretical Foundations and Guidelines for Practice,” 2nd Edition, Academic Press, 2006.
  7. [7] M. R. Banks, L. M. Willoughby, and W. A. Banks, “Animal-Assisted Therapy and Loneliness in Nursing Homes: Use of Robotics versus Living Dogs,” J. the American Medical Directors Association, Vol.9, No.3, pp. 173-177, 2008.
  8. [8] T. Nakashima, G. Fukutome, and N. Ishii, “Healing effects of pet robots at an elderly-care facility,” Proc. of the IEEE/ACIS 9th Int. Conf. on Computer and Information Science (ICIS), pp. 407-412, 2010.
  9. [9] T. Shibata and J. F. Coughlin, “Trends of Robot Therapy with Neurological Therapeutic Seal Robot, PARO,” J. Robot. Mechatron., Vol.26, No.4, pp. 418-425, 2014.
  10. [10] P. Ihamäki and K. Heljakka, “Robot Dog Intervention with the Golden Pup: Activating Social and Empathy Experiences of Elderly People as Part of Intergenerational Interaction,” Proc. of the 54th Hawaii Int. Conf. on System Sciences, pp. 1888-1897, 2021.
  11. [11] H. S. Ahn, M. H. Lee, and B. A. MacDonald, “Healthcare Robot Systems for a Hospital Environment: CareBot and ReceptionBot,” Proc. Int. Symp. on Robot and Human Interactive Communication (RO-MAN), pp. 571-576, 2015.
  12. [12] M. Tanaka, A. Ishii, E. Yamano, H. Ogikubo, M. Okazaki, K. Kamimura, Y. Konishi, S. Emoto, and Y. Watanabe, “Effect of a human-type communication robot on cognitive function in elderly women living alone,” Med. Sci. Monit., Vol.18, No.9, pp. CR550-557, 2012.
  13. [13] K. Inoue, N. Sakuma, M. Okada, C. Sasaki, M. Nakamura, and K. Wada, “Effective Application of PALRO: A Humanoid Type Robot for People with Dementia,” Proc. of Int. Conf. on Computers for Handicapped Persons (ICCHP), pp. 451-454, 2014.
  14. [14] M. Nihei, Y. Nishiura, I. Mamiya, H. Kojima, K. Sadohara, S. Ohnaka, M. Kamata, and T. Inoue, “Change in the relationship between the elderly and information support robot system living together,” Human Aspects of IT for the Aged Population: Applications, Services and Contexts, pp. 433-442, 2017.
  15. [15] R. Yamazaki, H. Kase, S. Nishio, and H. Ishiguro, “Anxiety Reduction Through Close Communication with Robotic Media in Dementia Patients and Healthy Older Adults,” J. Robot. Mechatron., Vol.32, No.1, pp. 32-42, 2020.
  16. [16] M. Kanoh, Y. Oida, Y. Nomura, A. Araki, Y. Konagaya, K. Ihara, T. Shimizu, and K. Kimura, “Examination of Practicability of Communication Robot-Assisted Activity Program for Elderly People,” J. Robot. Mechatron., Vol.23, No.1, pp. 3-12, 2011.
  17. [17] T. Hamada, H. Kawakami, A. Inden, K. Onose, M. Naganuma, Y. Kagawa, and T. Hashimoto, “Physical activity rehabilitation trials with humanoid robot,” Proc. of IEEE Int. Conf. on Industrial Technology (ICIT), pp. 1592-1596, 2016.
  18. [18] S. Itai, A. Shimoda, T. Yoneoka, and T. Hamada, “Development of Scenario-Type Robot Recreation Program for the Elderly with Dementia and Its Evaluation,” Proc. of Int. Conf. on Universal Village (UV), pp. 1-7, 2020.
  19. [19] K. R. Scherer, “Vocal correlates of emotional arousal and affective disturbance,” H. Wagner and A. Manstead (Eds.), “Handbook of Social Psychophysiology,” pp. 165-197, John Wiley & Sons, 1989.
  20. [20] K. Sjölander and J. Beskow, “Wavesurfer – An open source speech tool,” Proc. of Int. Conf. Spoken Language Processing, pp. 464-467, 2000.

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