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. 2016 Jun 1;4(2):e19. doi: 10.2196/medinform.5525

Table 3.

Barriers identified in the literature.

Barriers Occurrences by article reference number Total occurrences
Cost 5,8,12,13,16,17,19,25,28,30,32, 33,34,37,38 16
Time consuming 5,19,20,32,34,39 6
User perception/perceived lack of usefulness 5,8,13,17,19,34 6
Transition of data 13,19,20,22,28,34 6
Facility location (rural areas)/characteristicsa 2,7,14,21,28 6
Implementation issues 8,13,19,20,25 5
User/patient resistance 7,9,13,19,20 5
Lack of tech assistance/experience 13,16,29,33,38 5
Interoperability/no standard protocols for data exchange 12,21,25,39 4
Medical error 15,20,23,40 4
Training, maintenance, upgrades 8,12,20,23 4
Lack of agility to make changes 20,32,39 3
Staff shortages/overworked 2,26,39 3
Privacy and/or security 13,35,36 3
Missing data 15,20,40 3
External factorsa 8,26,38 3
Competiveness 12,10,27 3
Provider or patient agea 7,29 2
Race & income disparitiesa 2,15 2
Lack of infrastructure and/or space for systems 17,19 2
Need organizational cultural change 8,38 2
Lack of incentives 12 1
IMGs less likely to adapt 26 1

aStatistical association identified through retrospective studies, rather than answers to “why” in a survey or interview.