Usability of an Intelligent Virtual Assistant for Promoting Behavior Change and Self-Care in Older People with Type 2 Diabetes

被引:46
作者
Balsa, Joao [1 ]
Felix, Isa [2 ]
Claudio, Ana Paula [3 ]
Carmo, Maria Beatriz [3 ]
Costa e Silva, Isabel [2 ]
Guerreiro, Ana [4 ]
Guedes, Maria [4 ]
Henriques, Adriana [2 ,6 ]
Guerreiro, Mara Pereira [2 ,5 ]
机构
[1] Univ Lisbon, Fac Ciencias, Lisbon, Portugal
[2] Escola Super Enfermagem Lisboa, Unidade Invest & Desenvolvimento Enfermagem Ui&De, Lisbon, Portugal
[3] Univ Lisbon, Fac Ciencias, Biosyst & Integrat Sci Inst BioISI, Lisbon, Portugal
[4] Escola Super Enfermagem Lisboa, Lisbon, Portugal
[5] Inst Univ Egas Moniz, Ctr Invest Interdisciplinar Egas Moniz, Monte De Caparica, Almada, Portugal
[6] Univ Lisbon, Inst Saude Ambiental ISAMB, Fac Med, Lisbon, Portugal
关键词
Intelligent virtual assistants; Usability; Relational agents; Behavior change; mHealthapplications; Diabetes; MANAGEMENT EDUCATION; CONSENSUS;
D O I
10.1007/s10916-020-01583-w
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
In the context of theVASelfCareproject, we developed an application prototype of an intelligent anthropomorphic virtual assistant. Designed as a relational agent, the virtual assistant has the role of supporting older people with Type 2 Diabetes Mellitus (T2D) in medication adherence and lifestyle changes. Our paper has two goals: describing the essentials of this prototype, and reporting on usability evaluation. We describe the general architecture of the prototype, including the graphical component, and focus on its main feature: the incorporation, in the way the dialogue flows, of Behavior Change Techniques, identified through a theoretical framework, theBehaviour Change Wheel. Usability was experimentally evaluated in field tests in a purposive sample of 20 participants (11 older adults with T2D and 9 experts). The Portuguese version of the System Usability Scale was employed, supplemented with qualitative data from open questions, diaries, digital notes and telephone follow-ups. The aggregated mean SUS score was 73,75 (SD 13,31), which corresponds to a borderline rating of excellent. Textual data were content analyzed and will be prioritized to further improve usability.
引用
收藏
页数:12
相关论文
共 50 条
  • [1] [Anonymous], 2018, DIABETES
  • [2] [Anonymous], 2021, IDF Diabetes Atlas, VTenth
  • [3] Mobile Applications for Diabetics: A Systematic Review and Expert-Based Usability Evaluation Considering the Special Requirements of Diabetes Patients Age 50 Years or Older
    Arnhold, Madlen
    Quade, Mandy
    Kirch, Wilhelm
    [J]. JOURNAL OF MEDICAL INTERNET RESEARCH, 2014, 16 (04) : 34 - 51
  • [4] Intelligent Virtual Assistant for Promoting Behaviour Change in Older People with T2D
    Balsa, Joao
    Neves, Pedro
    Felix, Isa
    Guerreiro, Mara Pereira
    Alves, Pedro
    Carmo, Maria Beatriz
    Marques, Diogo
    Dias, Antonio
    Henriques, Adriana
    Claudio, Ana Paula
    [J]. PROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2019, PT I, 2019, 11804 : 372 - 383
  • [5] Beinema T., 2018, ICA HOGECA 18, P35
  • [6] Use of Mobile Health Applications for Health-Seeking Behavior Among US Adults
    Bhuyan, Soumitra S.
    Lu, Ning
    Chandak, Aastha
    Kim, Hyunmin
    Wyant, David
    Bhatt, Jay
    Kedia, Satish
    Chang, Cyril F.
    [J]. JOURNAL OF MEDICAL SYSTEMS, 2016, 40 (06)
  • [7] A Randomized Controlled Trial of an Automated Exercise Coach for Older Adults
    Bickmore, Timothy W.
    Silliman, Rebecca A.
    Nelson, Kerrie
    Cheng, Debbie M.
    Winter, Michael
    Henault, Lori
    Paasche-Orlow, Michael K.
    [J]. JOURNAL OF THE AMERICAN GERIATRICS SOCIETY, 2013, 61 (10) : 1676 - 1683
  • [8] Maintaining reality: Relational agents for antipsychotic medication adherence
    Bickmore, Timothy W.
    Puskar, Kathryn
    Schlenk, Elizabeth A.
    Pfeifer, Laura M.
    Sereika, Susan M.
    [J]. INTERACTING WITH COMPUTERS, 2010, 22 (04) : 276 - 288
  • [9] 'It's just like you talk to a friend' relational agents for older adults
    Bickmore, TW
    Caruso, L
    Clough-Gorr, K
    Heeren, T
    [J]. INTERACTING WITH COMPUTERS, 2005, 17 (06) : 711 - 735
  • [10] Boye J., 2007, P 8 SIGDIAL WORKSHOP, P247