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. 2021 Jul 8;9(3):e29080. doi: 10.2196/29080

Table 2.

Characteristics of included studies.

Study characteristics Studies (N=27), n (%)
Year of publication

2014-2015 4 (15)

2016-2017 9 (33)

2018-2019 14 (52)
Country classification by income-level

Low-income country 0 (0)

Middle-income country 2 (7)

High-income country 25 (93)
Country of study

US 10 (37)

Canada 3 (11)

UK 3 (11)

Australia 2 (7)

Germany 2 (7)

France 1 (4)

Ireland 1 (4)

Spain 1 (4)

Netherlands 1 (4)

China 1 (4)

Taiwan 1 (4)

Zambia 1 (4)
Reported study design

Quantitative 21 (78)

Qualitative 5 (19)

Mixed methods 1 (4)
Evaluation methods

Skills tests 18 (67)

Questionnaires 16 (59)

Recordings 6 (22)

Knowledge tests 5 (19)

Surveys 4 (15)

Observation 4 (15)

Self-assessment 3 (11)

Others 5 (19)
Number of evaluation methods used

One method 16 (59)

Two methods 9 (33)

Three methods 2 (7)

More than three methods 0 (0)
Data analysis conducted in publication

Inferential statistics 15 (56)

Descriptive statistics 10 (37)

Qualitative analysis 1 (4)

No analysis identified 1 (4)
Self-concluded effectiveness

Effective 17 (63)

Partly effective 4 (15)

Useful only as additional tool 4 (15)

No proven effectiveness 2 (7)
Study populationa

Students 10 (37)

Residents 8 (30)

Physicians/nurses 3 (11)

Mixed training levels 6 (22)
Medical discipline

Surgery 13 (48)

Anatomy 4 (15)

Gynecology 2 (7)

Emergency medicine 2 (7)

Ophthalmology 2 (7)

Urology 1 (4)

Pathology 1 (4)

Geriatrics 1 (4)

Dentistry 1 (4)
Mode of XRb used

VRc 17 (63)

ARd 7 (26)

MRe 2 (7)

Combined information 1 (4)
Type of head-mounted displayf (model and type of XR)

Oculus Rift (Consumer V1/DK2; VR) 8 (30)

HTC Vive (2016; VR) 4 (15)

Samsung Gear VR (not specified; VR) 4 (15)

MS HoloLens (Development Ed; MR) 3 (11)

Eyesi Indirect System Simulator (Version 1.1.3; AR) 2 (7)

Google Glass (Trial Version; AR) 2 (7)

No information on brand 2 (7)

Brother AirScouter (WD-200B) 1 (4)

Daydream View Headset (Not specified; VR) 1 (4)

Epson Moverio (BT-200; AR) 1 (4)

Sony HMZ (T1 3D Viewer; VR) 1 (4)
Type of learning and medical discipline

Practical skills 18 (67)


Surgery 11 (41)


Emergency medicine 2 (7)


Ophthalmology 2 (7)


Dentistry 1 (4)


Urology 1 (4)


Gynecology 1 (4)

Theoretical knowledge 7 (26)


Anatomy 4 (15)


Surgery 1 (4)


Pathology 1 (4)


Gynecology 1 (4)

Attitudes 2 (7)


Geriatrics 1 (4)


Surgery 1 (4)
Duration of Intervention

<1 month 21 (78)

1 month to 6 months 3 (11)

7-12 months 1 (4)

1 year to 2 years 1 (4)

>2 years 1 (4)

aResidents were medical doctors in specialized training after completing medical school, under supervision of an experienced doctor. Physicians or nurses were professionals with several years of accredited experience in their field. Mixed training levels indicate that participants of two or more distinct educational levels were part of the study, such as residents and students combined.

bXR: extended reality.

cVR: virtual reality.

dAR: augmented reality.

eMR: mixed reality.

fMultiple types of head-mounted displays may have been used within a study.