Toward a Conversational Agent to Support the Self-Management of Adults and Young Adults With Sickle Cell Disease: Usability and Usefulness Study.
conversational agent
high-fidelity prototype
mhealth
patient innovation
self-management
sickle cell disease
usability evaluation
user testing and evaluation
Journal
Frontiers in digital health
ISSN: 2673-253X
Titre abrégé: Front Digit Health
Pays: Switzerland
ID NLM: 101771889
Informations de publication
Date de publication:
2021
2021
Historique:
received:
29
08
2020
accepted:
07
01
2021
entrez:
29
10
2021
pubmed:
30
10
2021
medline:
30
10
2021
Statut:
epublish
Résumé
Sickle cell disease (SCD) is the most common genetic blood disorder in the world and affects millions of people. With aging, patients encounter an increasing number of comorbidities that can be acute, chronic, and potentially lethal (e.g., pain, multiple organ damages, lung disease). Comprehensive and preventive care for adults with SCD faces disparities (e.g., shortage of well-trained providers). Consequently, many patients do not receive adequate treatment, as outlined by evidence-based guidelines, and suffer from mistrust, stigmatization or neglect. Thus, adult patients often avoid necessary care, seek treatment only as a last resort, and rely on self-management to maintain control over the course of the disease. Hopefully, self-management positively impacts health outcomes. However, few patients possess the required skills (e.g., disease-specific knowledge, self-efficacy), and many lack motivation for effective self-care. Health coaching has emerged as a new approach to enhance patients' self-management and support health behavior changes. Recent studies have demonstrated that conversational agents (chatbots) could effectively support chronic patients' self-management needs, improve self-efficacy, encourage behavior changes, and reduce disease-severity. To date, the use of chatbots to support SCD self-management remains largely under-researched. Consequently, we developed a high-fidelity prototype of a fully automated health coaching chatbot, following patient-important requirements and preferences collected during our previous work. We recruited a small convenience sample of adults with SCD to examine the usability and perceived usefulness of the system. Participants completed a post-test survey using the System Usability Scale and the Usefulness Scale for Patient Information Material questionnaire. Thirty-three patients participated. The majority (64%) was affected by the most clinically severe SCD genotypes (Hb SS, HbSβ0). Most participants (94%) rated the chatbots as easy and fun to use, while 88% perceived it as useful support for patient empowerment. In the qualitative phase, 72% of participants expressed their enthusiasm using the chatbot, and 82% emphasized its ability to improve their knowledge about self-management. Findings suggest that chatbots could be used to promote the acquisition of recommended health behaviors and self-care practices related to the prevention of the main symptoms of SCD. Further work is needed to refine the system, and to assess clinical validity.
Identifiants
pubmed: 34713087
doi: 10.3389/fdgth.2021.600333
pmc: PMC8521934
doi:
Types de publication
Journal Article
Langues
eng
Pagination
600333Informations de copyright
Copyright © 2021 Issom, Hardy-Dessources, Romana, Hartvigsen and Lovis.
Déclaration de conflit d'intérêts
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
Références
J Med Syst. 2019 Apr 4;43(5):135
pubmed: 30949846
J Med Internet Res. 2015 May 07;17(5):e112
pubmed: 25953147
Indian J Med Res. 2018 Jun;147(6):527-529
pubmed: 30168482
J Natl Med Assoc. 2010 Nov;102(11):1042-3
pubmed: 21141292
Neuropsychol Rehabil. 2020 Oct;30(9):1666-1681
pubmed: 30924397
JMIR Mhealth Uhealth. 2019 Aug 29;7(8):e12983
pubmed: 31469081
J Med Internet Res. 2016 Jun 22;18(6):e168
pubmed: 27334683
JMIR Hum Factors. 2018 Feb 22;5(1):e8
pubmed: 29472173
Biol Blood Marrow Transplant. 2010 Jan;16(1 Suppl):S64-7
pubmed: 19819341
Emerg Nurse. 2016 May;24(2):9
pubmed: 27165379
Internet Interv. 2017 Oct 10;10:39-46
pubmed: 30135751
J Pediatr Nurs. 2017 Sep - Oct;36:191-196
pubmed: 28888502
NPJ Digit Med. 2020 Jan 13;3:4
pubmed: 31970289
J Med Internet Res. 2020 Jun 5;22(6):e18301
pubmed: 32442157
PLoS One. 2016 May 23;11(5):e0156164
pubmed: 27214203
Pediatr Blood Cancer. 2017 May;64(5):
pubmed: 27696691
Health Aff (Millwood). 2016 Dec 1;35(12):2310-2318
pubmed: 27920321
Nutr Metab (Lond). 2016 Aug 08;13:50
pubmed: 27508000
N Engl J Med. 2017 Apr 20;376(16):1561-1573
pubmed: 28423290
Stud Health Technol Inform. 2020 Jun 16;270:1361-1362
pubmed: 32570659
Cold Spring Harb Perspect Med. 2013 Oct 01;3(10):a011783
pubmed: 23813607
Br J Haematol. 2018 Oct;183(2):306-308
pubmed: 29076140
Am J Prev Med. 2011 Dec;41(6 Suppl 4):S398-405
pubmed: 22099364
JMIR Mhealth Uhealth. 2020 Apr 3;8(4):e15806
pubmed: 32242820
J Med Internet Res. 2019 Nov 7;21(11):e15360
pubmed: 31697237
Hemoglobin. 2015;39(4):221-4
pubmed: 26182337
Stud Health Technol Inform. 2015;216:898
pubmed: 26262200
J Theory Constr Test. 2008 Apr 1;12(1):16-24
pubmed: 19838320
Inform Health Soc Care. 2011 Dec;36(4):173-89
pubmed: 21332302
Haematologica. 2017 Apr;102(4):626-636
pubmed: 28104703
Ann Fam Med. 2005 Nov-Dec;3(6):514-22
pubmed: 16338915
J Med Internet Res. 2017 Nov 08;19(11):e360
pubmed: 29117929
JMIR Hum Factors. 2020 Mar 24;7(1):e14599
pubmed: 32207692
J Natl Med Assoc. 2010 Nov;102(11):1033-41
pubmed: 21141291
JMIR Mhealth Uhealth. 2020 May 8;8(5):e14884
pubmed: 32383683
Am J Prev Med. 2016 Jul;51(1 Suppl 1):S78-86
pubmed: 27320470
AMIA Annu Symp Proc. 2015 Nov 05;2015:756-65
pubmed: 26958211
BMC Med Inform Decis Mak. 2015 Apr 19;15:34
pubmed: 25927192
PLoS One. 2019 Nov 11;14(11):e0224869
pubmed: 31710631
J Pain Symptom Manage. 2015 Mar;49(3):539-47
pubmed: 25057985
JMIR Mhealth Uhealth. 2017 Dec 19;5(12):e197
pubmed: 29258981
PLoS One. 2017 Apr 6;12(4):e0175260
pubmed: 28384224
Prev Chronic Dis. 2016 May 12;13:E64
pubmed: 27172259
JMIR Diabetes. 2020 Jul 17;5(3):e16692
pubmed: 32706649
Am J Hematol. 2016 Oct;91(10):E461-2
pubmed: 27421796
Front Physiol. 2020 May 20;11:435
pubmed: 32508672
J Med Internet Res. 2015 Aug 19;17(8):e202
pubmed: 26290186
Nurs Res Pract. 2011;2011:270594
pubmed: 21994819
Blood Rev. 2013 Nov;27(6):279-87
pubmed: 24094945
JMIR Diabetes. 2017 Nov 01;2(2):e28
pubmed: 30291087
J Med Internet Res. 2013 Jun 11;15(6):e119
pubmed: 23759312
Eur J Prev Cardiol. 2019 Dec;26(2_suppl):55-63
pubmed: 31766913
BMC Med Genet. 2013 Oct 09;14:108
pubmed: 24106994
J Child Neurol. 2005 Feb;20(2):102-7
pubmed: 15794173
Rev Bras Hematol Hemoter. 2013;35(5):325-31
pubmed: 24255615
JAMA Netw Open. 2019 Nov 1;2(11):e1915374
pubmed: 31730182
Stud Health Technol Inform. 2018;249:151-157
pubmed: 29866972
Mediterr J Hematol Infect Dis. 2019 Jul 01;11(1):e2019042
pubmed: 31308918
Transl Behav Med. 2020 Feb 3;10(1):58-67
pubmed: 30508141
Am J Bioeth. 2013;13(4):12-4
pubmed: 23514386
JMIR Form Res. 2018 Dec 12;2(2):e11977
pubmed: 30684408
BMJ Open. 2019 May 24;9(5):e028344
pubmed: 31129599
Med 2 0. 2015 Mar 02;4(1):e1
pubmed: 25733033
J Med Internet Res. 2018 Jul 19;20(7):e10940
pubmed: 30026178