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
  • [21] Generation of Multi-Party Dialogues among Embodied Conversational Agents to Promote Active Living and Healthy Diet for Subjects Suffering from Type 2 Diabetes
    Das, Kuthethur Sneha Jagannath
    Beinema, Tessa
    den Akker, Harm Op
    Hermens, Hermie
    [J]. ICT4AWE 2019: PROCEEDINGS OF THE 5TH INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGIES FOR AGEING WELL AND E-HEALTH, 2019, : 297 - 304
  • [22] Towards personalization of diabetes therapy using computerized decision support and machine learning: Some open problems and challenges
    Donsa, Klaus
    Spat, Stephan
    Beck, Peter
    Pieber, Thomas R.
    Holzinger, Andreas
    [J]. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2015, 8700 : 237 - 260
  • [23] FundacAo Francisco Manuel dos Santos Pordata, PORD BAS DAD PORT CO
  • [24] Adherence to Therapies in Patients with Type 2 Diabetes
    Garcia-Perez, Luis-Emilio
    Alvarez, Maria
    Dilla, Tatiana
    Gil-Guillen, Vicente
    Orozco-Beltran, Domingo
    [J]. DIABETES THERAPY, 2013, 4 (02) : 175 - 194
  • [25] Do Mobile Phone Applications Improve Glycemic Control (HbA1c) in the Self-management of Diabetes? A Systematic Review, Meta-analysis, and GRADE of 14 Randomized Trials
    Hou, Can
    Carter, Ben
    Hewitt, Jonathan
    Francisa, Trevor
    Mayors, Sharon
    [J]. DIABETES CARE, 2016, 39 (11) : 2089 - 2095
  • [26] Kaikkonen A, 2005, J USABILITY STUD, V1, P4
  • [27] Kebede M.M, 2017, CHARACTERIZING ACTIV, V19
  • [28] Lewis JR, 2006, Interactions, V13, P29, DOI [10.1145/1167948.1167973, DOI 10.1145/1167948.1167973]
  • [29] Systematic review on the cost-effectiveness of self-management education programme for type 2 diabetes mellitus
    Lian, J. X.
    McGhee, S. M.
    Chau, J.
    Wong, Carlos K. H.
    Lam, Cindy L. K.
    Wong, William C. W.
    [J]. DIABETES RESEARCH AND CLINICAL PRACTICE, 2017, 127 : 21 - 34
  • [30] A hybrid approach to dialogue management based on probabilistic rules
    Lison, Pierre
    [J]. COMPUTER SPEECH AND LANGUAGE, 2015, 34 (01) : 232 - 255