Adoption of Digital Technologies in Health Care During the COVID-19 Pandemic: Systematic Review of Early Scientific Literature.
COVID-19
SARS-CoV-2
digital heath
eHealth
impact
literature
mitigate
pandemic
review
Journal
Journal of medical Internet research
ISSN: 1438-8871
Titre abrégé: J Med Internet Res
Pays: Canada
ID NLM: 100959882
Informations de publication
Date de publication:
06 11 2020
06 11 2020
Historique:
received:
07
07
2020
accepted:
15
09
2020
revised:
25
07
2020
pubmed:
21
10
2020
medline:
25
11
2020
entrez:
20
10
2020
Statut:
epublish
Résumé
The COVID-19 pandemic is favoring digital transitions in many industries and in society as a whole. Health care organizations have responded to the first phase of the pandemic by rapidly adopting digital solutions and advanced technology tools. The aim of this review is to describe the digital solutions that have been reported in the early scientific literature to mitigate the impact of COVID-19 on individuals and health systems. We conducted a systematic review of early COVID-19-related literature (from January 1 to April 30, 2020) by searching MEDLINE and medRxiv with appropriate terms to find relevant literature on the use of digital technologies in response to the pandemic. We extracted study characteristics such as the paper title, journal, and publication date, and we categorized the retrieved papers by the type of technology and patient needs addressed. We built a scoring rubric by cross-classifying the patient needs with the type of technology. We also extracted information and classified each technology reported by the selected articles according to health care system target, grade of innovation, and scalability to other geographical areas. The search identified 269 articles, of which 124 full-text articles were assessed and included in the review after screening. Most of the selected articles addressed the use of digital technologies for diagnosis, surveillance, and prevention. We report that most of these digital solutions and innovative technologies have been proposed for the diagnosis of COVID-19. In particular, within the reviewed articles, we identified numerous suggestions on the use of artificial intelligence (AI)-powered tools for the diagnosis and screening of COVID-19. Digital technologies are also useful for prevention and surveillance measures, such as contact-tracing apps and monitoring of internet searches and social media usage. Fewer scientific contributions address the use of digital technologies for lifestyle empowerment or patient engagement. In the field of diagnosis, digital solutions that integrate with traditional methods, such as AI-based diagnostic algorithms based both on imaging and clinical data, appear to be promising. For surveillance, digital apps have already proven their effectiveness; however, problems related to privacy and usability remain. For other patient needs, several solutions have been proposed, such as telemedicine or telehealth tools. These tools have long been available, but this historical moment may actually be favoring their definitive large-scale adoption. It is worth taking advantage of the impetus provided by the crisis; it is also important to keep track of the digital solutions currently being proposed to implement best practices and models of care in future and to adopt at least some of the solutions proposed in the scientific literature, especially in national health systems, which have proved to be particularly resistant to the digital transition in recent years.
Sections du résumé
BACKGROUND
The COVID-19 pandemic is favoring digital transitions in many industries and in society as a whole. Health care organizations have responded to the first phase of the pandemic by rapidly adopting digital solutions and advanced technology tools.
OBJECTIVE
The aim of this review is to describe the digital solutions that have been reported in the early scientific literature to mitigate the impact of COVID-19 on individuals and health systems.
METHODS
We conducted a systematic review of early COVID-19-related literature (from January 1 to April 30, 2020) by searching MEDLINE and medRxiv with appropriate terms to find relevant literature on the use of digital technologies in response to the pandemic. We extracted study characteristics such as the paper title, journal, and publication date, and we categorized the retrieved papers by the type of technology and patient needs addressed. We built a scoring rubric by cross-classifying the patient needs with the type of technology. We also extracted information and classified each technology reported by the selected articles according to health care system target, grade of innovation, and scalability to other geographical areas.
RESULTS
The search identified 269 articles, of which 124 full-text articles were assessed and included in the review after screening. Most of the selected articles addressed the use of digital technologies for diagnosis, surveillance, and prevention. We report that most of these digital solutions and innovative technologies have been proposed for the diagnosis of COVID-19. In particular, within the reviewed articles, we identified numerous suggestions on the use of artificial intelligence (AI)-powered tools for the diagnosis and screening of COVID-19. Digital technologies are also useful for prevention and surveillance measures, such as contact-tracing apps and monitoring of internet searches and social media usage. Fewer scientific contributions address the use of digital technologies for lifestyle empowerment or patient engagement.
CONCLUSIONS
In the field of diagnosis, digital solutions that integrate with traditional methods, such as AI-based diagnostic algorithms based both on imaging and clinical data, appear to be promising. For surveillance, digital apps have already proven their effectiveness; however, problems related to privacy and usability remain. For other patient needs, several solutions have been proposed, such as telemedicine or telehealth tools. These tools have long been available, but this historical moment may actually be favoring their definitive large-scale adoption. It is worth taking advantage of the impetus provided by the crisis; it is also important to keep track of the digital solutions currently being proposed to implement best practices and models of care in future and to adopt at least some of the solutions proposed in the scientific literature, especially in national health systems, which have proved to be particularly resistant to the digital transition in recent years.
Identifiants
pubmed: 33079693
pii: v22i11e22280
doi: 10.2196/22280
pmc: PMC7652596
doi:
Types de publication
Journal Article
Systematic Review
Langues
eng
Sous-ensembles de citation
IM
Pagination
e22280Informations de copyright
©Davide Golinelli, Erik Boetto, Gherardo Carullo, Andrea Giovanni Nuzzolese, Maria Paola Landini, Maria Pia Fantini. Originally published in the Journal of Medical Internet Research (http://www.jmir.org), 06.11.2020.
Références
J Med Internet Res. 2020 Apr 28;22(4):e19118
pubmed: 32302966
PLoS One. 2020 Apr 24;15(4):e0232391
pubmed: 32330208
Am J Otolaryngol. 2020 May - Jun;41(3):102490
pubmed: 32307192
Int J Environ Res Public Health. 2020 Apr 23;17(8):
pubmed: 32340107
Telemed J E Health. 2020 Jun;26(6):725-733
pubmed: 32298208
Neurol Sci. 2020 May;41(5):1007-1009
pubmed: 32303856
J Bone Joint Surg Am. 2020 Jun 17;102(12):e57
pubmed: 32341311
Obesity (Silver Spring). 2020 Jul;28(7):1182-1183
pubmed: 32339394
Sensors (Basel). 2020 Apr 04;20(7):
pubmed: 32260436
Ecancermedicalscience. 2020 Apr 01;14:ed97
pubmed: 32269597
Psychiatr Danub. 2020 Spring;32(1):25-31
pubmed: 32303026
Nature. 2020 Jun;582(7811):167-168
pubmed: 32504015
JMIR Public Health Surveill. 2020 May 4;6(2):e19106
pubmed: 32339998
Ann Intern Med. 2009 Aug 18;151(4):264-9, W64
pubmed: 19622511
Diabetes Technol Ther. 2020 Jun;22(6):431-439
pubmed: 32302499
Clin Exp Dermatol. 2020 Aug;45(6):749
pubmed: 32304587
J Chin Med Assoc. 2020 Jun;83(6):557-560
pubmed: 32304508
JMIR Public Health Surveill. 2020 May 6;6(2):e19297
pubmed: 32348293
Int J Qual Health Care. 2019 Jul 1;31(6):464-472
pubmed: 30204865
Health Policy Technol. 2020 Jun;9(2):126-128
pubmed: 32341908
Nat Hum Behav. 2020 Oct 29;:
pubmed: 33122812
JACC CardioOncol. 2020 Jun;2(2):356-358
pubmed: 32328590
JMIR Form Res. 2020 Oct 8;4(10):e19533
pubmed: 32877348
Telecomm Policy. 2020 Jul;44(6):101976
pubmed: 32313360
J Med Libr Assoc. 2014 Jul;102(3):169-76
pubmed: 25031557
Clin Exp Dermatol. 2020 Aug;45(6):750-751
pubmed: 32304574
Data Brief. 2020 Apr 25;30:105618
pubmed: 32341946
Nat Med. 2020 Apr;26(4):463-464
pubmed: 32284619
Sci Total Environ. 2020 Jul 10;725:138858
pubmed: 32336562
OMICS. 2020 Jun;24(6):311-313
pubmed: 32324451
J Med Internet Res. 2020 May 5;22(5):e17791
pubmed: 32310816
Int J Environ Res Public Health. 2020 Apr 26;17(9):
pubmed: 32357424
J Pain Symptom Manage. 2020 Jul;60(1):e12-e14
pubmed: 32240756
J Med Internet Res. 2018 Mar 27;20(3):e104
pubmed: 29588274
JMIR Mhealth Uhealth. 2020 Jun 10;8(6):e19457
pubmed: 32499212
Science. 2020 May 8;368(6491):
pubmed: 32234805
J Am Med Inform Assoc. 2020 Jun 1;27(6):957-962
pubmed: 32311034
J Rural Health. 2020 Apr 13;:
pubmed: 32282955
J Am Med Inform Assoc. 2020 Jul 1;27(7):991-999
pubmed: 32311036
Diabetes Metab Syndr. 2020 Jul - Aug;14(4):419-422
pubmed: 32344370
Emerg Infect Dis. 2020 Jul;26(7):1506-1512
pubmed: 32228808
Intern Emerg Med. 2020 Nov;15(8):1555-1559
pubmed: 32451932
JMIR Mhealth Uhealth. 2020 Apr 7;8(4):e18936
pubmed: 32240973
Obesity (Silver Spring). 2020 Jul;28(7):1184-1186
pubmed: 32352650
Elife. 2020 Jul 07;9:
pubmed: 32633720
OMICS. 2020 May;24(5):231-232
pubmed: 32311300
Science. 2020 Jun 19;368(6497):1362-1367
pubmed: 32371477
Nat Med. 2020 Apr;26(4):459-461
pubmed: 32284618
J Med Internet Res. 2020 Jun 16;22(6):e19284
pubmed: 32501804
J Arthroplasty. 2020 Jul;35(7S):S32-S36
pubmed: 32345566
J Am Med Inform Assoc. 2020 Jun 1;27(6):967-971
pubmed: 32240303
JAMA. 2010 Jul 14;304(2):202-3
pubmed: 20628134
Z Gesundh Wiss. 2020 Apr 30;:1-3
pubmed: 32355606
Eur J Phys Rehabil Med. 2020 Jun;56(3):327-330
pubmed: 32329593
Disaster Med Public Health Prep. 2020 Apr 03;:1-3
pubmed: 32241325
JAMA. 2020 Jun 2;323(21):2129-2130
pubmed: 32324202
PLoS One. 2020 Jun 24;15(6):e0235307
pubmed: 32579590
J Pain Symptom Manage. 2020 Aug;60(2):e93-e97
pubmed: 32333961
Diagnostics (Basel). 2020 Apr 01;10(4):
pubmed: 32244841
Open Forum Infect Dis. 2020 Jun 30;7(7):ofaa258
pubmed: 33117854
JMIR Mhealth Uhealth. 2020 Apr 27;8(4):e19139
pubmed: 32310817
Nature. 2020 Apr;580(7802):295-296
pubmed: 32210377
Sensors (Basel). 2020 Apr 27;20(9):
pubmed: 32349382
J Am Coll Surg. 2020 Aug;231(2):216-222.e2
pubmed: 32360960
N Engl J Med. 2020 Jun 4;382(23):e82
pubmed: 32240581
NPJ Digit Med. 2020 Aug 19;3:109
pubmed: 32864472
Science. 2020 May 22;368(6493):860-868
pubmed: 32291278
JMIR Public Health Surveill. 2020 Apr 1;6(2):e18717
pubmed: 32217507
J Am Med Inform Assoc. 2020 Aug 1;27(8):1293-1299
pubmed: 32348469
JMIR Ment Health. 2020 Apr 27;7(4):e19547
pubmed: 32330113
AIDS Behav. 2020 Aug;24(8):2239-2243
pubmed: 32306214
Digit Health. 2020 Apr 11;6:2055207620920083
pubmed: 32313668
JMIR Public Health Surveill. 2020 Apr 30;6(2):e18808
pubmed: 32325425
J Am Med Inform Assoc. 2020 Jun 1;27(6):860-866
pubmed: 32267928
Adv Radiat Oncol. 2020 Apr 28;5(4):690-696
pubmed: 32346656
Diabetes Metab Syndr. 2020 Jul - Aug;14(4):337-339
pubmed: 32305024
Gov Inf Q. 2020 Jul;37(3):101481
pubmed: 32313361
J Am Med Inform Assoc. 2020 Jul 1;27(7):1147-1148
pubmed: 32343813
J Pediatr Nurs. 2020 Jul - Aug;53:88-90
pubmed: 32317129
JMIR Public Health Surveill. 2020 Apr 16;6(2):e18980
pubmed: 32297868
Eur Respir J. 2020 Aug 6;56(2):
pubmed: 32444412
Sci Rep. 2020 Nov 4;10(1):19012
pubmed: 33149198
Hepatology. 2020 Aug;72(2):723-728
pubmed: 32275784
J Am Acad Orthop Surg. 2020 Jun 1;28(11):e469-e476
pubmed: 32301818
Cont Lens Anterior Eye. 2020 Jun;43(3):204-207
pubmed: 32336578
Appl Clin Inform. 2020 Mar;11(2):265-275
pubmed: 32268390
J Hosp Infect. 2020 Jun;105(2):197-199
pubmed: 32243950
Telemed J E Health. 2020 Aug;26(8):978-984
pubmed: 32357084
Nat Rev Drug Discov. 2017 Feb;16(2):71-72
pubmed: 28082744
J Rural Health. 2020 Apr 13;:
pubmed: 32282959
Am J Emerg Med. 2020 Apr 18;:
pubmed: 32317204
J Rural Health. 2020 Apr 11;:
pubmed: 32277729
JMIR Ment Health. 2020 Mar 26;7(3):e18848
pubmed: 32213476
Appl Health Econ Health Policy. 2020 Apr;18(2):143-145
pubmed: 32173795
Int J Environ Res Public Health. 2020 Mar 30;17(7):
pubmed: 32235433
Phys Ther. 2020 Jul 19;100(7):1054-1057
pubmed: 32343836
JMIR Public Health Surveill. 2020 Apr 16;6(2):e18795
pubmed: 32287038
Health Policy Technol. 2020 Jun;9(2):136-138
pubmed: 32322475
JMIR Public Health Surveill. 2020 Apr 2;6(2):e18810
pubmed: 32238336
Can Fam Physician. 1974 Nov;20(11):65-8
pubmed: 20469128
J Am Med Inform Assoc. 2020 Jun 1;27(6):853-859
pubmed: 32208481
BMJ. 2020 Apr 6;369:m1373
pubmed: 32253180
JAMA. 2020 Apr 14;323(14):1341-1342
pubmed: 32125371