| Literature DB >> 35731564 |
Tsz Ho Kwan1, Denise Pui Chung Chan1, Shui Shan Lee1.
Abstract
BACKGROUND: Digital interventions have been applied for promoting HIV prevention and care among men who have sex with men (MSM). As user interface (UI) design plays a role in determining usability and user experience (UX), the intervention outcome could be affected.Entities:
Keywords: HIV; HIV prevention; digital health; digital intervention; games; gamification; men who have sex with men; neumorphism; self-test; user interface
Year: 2022 PMID: 35731564 PMCID: PMC9260534 DOI: 10.2196/35869
Source DB: PubMed Journal: JMIR Serious Games Impact factor: 3.364
Figure 1The profile pages of the neumorphism (upper panel) and gamification (lower panel) designs.
Figure 2Study flow.
Participants’ characteristics.
| Characteristic | Overall (N=434) | Gamification arm (N=218) | Neumorphism arm (N=216) | |
| Age (years), median (IQR) | 28 (24-33) | 28 (24-32) | 29 (24-34) | |
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| Used location-based MSMa social networking apps | 332 (76.5) | 163 (74.8) | 169 (78.2) |
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| Used social media apps | 188 (43.3) | 90 (41.3) | 98 (45.4) |
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| Patronized local bars | 33 (7.6) | 18 (8.3) | 15 (6.9) |
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| Patronized local saunas | 56 (12.9) | 35 (16.1) | 21 (9.7) |
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| Attended local sex parties | 26 (6.0) | 18 (8.3) | 8 (3.7) |
| Gave a correct answer in at least 11 out of 17 questions on HIV-related knowledge, n (%) | 256 (59.0) | 130 (59.6) | 126 (58.3) | |
| Gave a correct answer in at least 14 out of 17 questions on HIV-related knowledge, n (%) | 91 (21.0) | 46 (21.1) | 45 (20.8) | |
| Ever tested for HIV, n (%) | 340 (78.3) | 166 (76.1) | 174 (80.6) | |
| Ever HIV self-tested (N=340), n (%) | 201 (59.1) | 101 (60.8) | 100 (57.5) | |
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| Collecting sufficient oral fluidb | 269 (62.0) | 135 (61.9) | 134 (62.0) |
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| Collecting sufficient bloodb | 197 (45.4) | 90 (41.3) | 107 (49.5) |
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| Correctly performing the HIV self-testb | 290 (66.8) | 142 (65.1) | 148 (68.5) |
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| Interpreting the self-test resultb | 305 (70.3) | 146 (67.0) | 159 (73.6) |
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| Preferring no assistance for the self-test | 282 (65.0) | 143 (65.6) | 139 (64.4) |
aMSM: men who have sex with men.
bGave a score of 9 or above on a scale of 0 to 10.
Differential patterns of learnability scores and associated participant characteristics (N=351).
| Variable | Learnability score when the variable is false, median (IQR) | Learnability score when the variable is true, median (IQR) | |||||
| Used social media for sex networking in the past 1 year | 87.5 (62.5-100.0) | 87.5 (75.0-100.0) | .02 | ||||
| Preferred sex partners to be of the “cute” body image type | 87.5 (62.5-100.0) | 87.5 (75.0-100.0) | .009 | ||||
| Ever had sex with a female individual | 87.5 (75.0-100.0) | 75.0 (62.5-100.0) | .04 | ||||
| Gave at least 14 correct answers out of 17 questions on HIV-related knowledge | 87.5 (62.5-100.0) | 87.5 (75.0-100.0) | .004 | ||||
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| Collecting sufficient oral fluida | 75.0 (62.5-100.0) | 87.5 (75.0-100.0) | .002 | |||
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| Collecting sufficient blooda | 75.0 (62.5-100.0) | 87.5 (75.0-100.0) | <.001 | |||
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| Correctly performing the HIV self-testa | 75.0 (62.5-100.0) | 87.5 (75.0-100.0) | <.001 | |||
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| Interpreting the self-test resulta | 75.0 (62.5-87.5) | 87.5 (75.0-100.0) | <.001 | |||
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| Preferring no assistance for the self-test | 75.0 (50.0-100.0) | 87.5 (75.0-100.0) | <.001 | |||
aGave a score of 9 or above on a scale of 0 to 10.
Differential patterns of usability scores and associated participant characteristics (N=351).
| Variable | Usability score when the variable is false, median (IQR) | Usability score when the variable is true, median (IQR) | |||||
| Used social media for sex networking in the past 1 year | 75.0 (68.8-87.5) | 84.4 (71.9-93.8) | .002 | ||||
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| “Cute” type | 78.1 (68.8-90.6) | 81.3 (75.0-95.3) | .03 | |||
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| “Decent” type | 75.0 (68.8-87.5) | 78.1 (71.9-93.8) | .02 | |||
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| “Mature” type | 81.3 (71.9-93.8) | 75.0 (68.8-87.5) | .04 | |||
| Returned the self-test result within 24 hours upon receiving the self-test kit | 78.1 (65.6-89.8) | 78.1 (71.9-93.8) | .04 | ||||
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| Collecting sufficient oral fluida | 75.0 (68.8-87.5) | 81.3 (71.9-93.8) | .001 | |||
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| Collecting sufficient blooda | 75.0 (65.6-87.5) | 84.4 (75.0-93.8) | <.001 | |||
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| Correctly performing the HIV self-testa | 75.0 (65.6-84.4) | 84.4 (71.9-93.8) | <.001 | |||
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| Interpreting the self-test resulta | 75.0 (65.6-84.4) | 81.3 (71.9-93.8) | <.001 | |||
aGave a score of 9 or above on a scale of 0 to 10.
Characteristics of participants giving a System Usability Scale score of 80 or above (promoters) (N=351).
| Variable | Promoters (N=184), n (%) | Nonpromoters (N=167), n (%) | ORa (95% CI) | ||
| Used social media for sex networking in the past 1 year | 90 (48.9) | 61 (36.5) | 1.66 (1.09-2.55) | .02 | |
| Used PrEPb in the past 1 year (N=165c) | 59 (70.2) | 40 (49.4) | 2.42 (1.28-4.58) | .006 | |
| UId score of 4 or above on a scale of 1-5 | 174 (94.6) | 119 (71.3) | 7.02 (3.42-14.42) | <.001 | |
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| Collecting sufficient oral fluide | 130 (70.7) | 89 (53.3) | 2.11 (1.36-3.27) | <.001 |
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| Collecting sufficient bloode | 102 (55.4) | 53 (31.7) | 2.68 (1.73-4.14) | <.001 |
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| Correctly performing the HIV self-teste | 139 (75.5) | 90 (53.9) | 2.64 (1.68-4.16) | <.001 |
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| Interpreting the self-test resulte | 147 (79.9) | 97 (58.1) | 2.87 (1.79-4.60) | <.001 |
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| Preferring no assistance for the self-test | 132 (71.7) | 92 (55.1) | 2.07 (1.33-3.22) | .001 |
| Requested for an oral fluid self-test | 118 (64.1) | 89 (53.3) | 1.57 (1.02-2.40) | .04 | |
| SEQf ≥6 on a scale of 1-7 at test kit request (N=348) | 147 (80.8) | 107 (64.5) | 2.32 (1.42-3.77) | <.001 | |
| SEQ ≥6 on a scale of 1-7 at result upload | 177 (96.2) | 123 (73.7) | 9.05 (3.94-20.75) | <.001 | |
| SEQ ≥6 on a scale of 1-7 at online training (N=213) | 53 (44.5) | 24 (25.5) | 2.34 (1.30-4.22) | .004 | |
| SEQ ≥6 on a scale of 1-7 at peer referral (N=119) | 43 (61.4) | 18 (36.7) | 2.74 (1.29-5.83) | .008 | |
| Passed online training | 115 (62.5) | 83 (49.7) | 1.69 (1.10-2.58) | .02 | |
| Made a peer referral | 66 (35.9) | 43 (25.8) | 1.61 (1.02-2.55) | .04 | |
aOR: odds ratio.
bPrEP: pre-exposure prophylaxis.
cAmong participants who had condomless anal intercourse with previously acquired male sex partners.
dUI: user interface.
eGave a score of 9 or above on a scale of 0 to 10.
fSEQ: Single Ease Question.
Comparison of individual and overall System Usability Scale items, learnability scores, and usability scores between the gamification and neumorphism arms (N=351).
| Statement/variable | Gamification arm (N=176), median (IQR) | Neumorphism arm (N=175), median (IQR) | Gamification arm (N=176), n (%)a | Neumorphism arm (N=175), n (%)a | ORb (95% CI) | ||
| I am satisfied with the system interface design | 4 (4-5) | 4 (4-5) | .01 | 138 (78.4) | 155 (88.6) | 0.47 (0.26-0.84) | .01 |
| SUSc #1: I think that I would like to use this system frequently | 4 (4-5) | 4 (4-5) | .007 | 136 (77.3) | 158 (90.3) | 0.37 (0.20-0.67) | .01 |
| SUS #2: I found the system unnecessarily complex | 2 (1-3) | 2 (1-2) | .01 | 23 (13.1) | 17 (9.7) | 1.40 (0.72-2.72) | .32 |
| SUS #3: I thought the system was easy to use | 4 (4-5) | 4 (4-5) | .008 | 145 (82.4) | 162 (92.6) | 0.38 (0.19-0.74) | .004 |
| SUS #4: I think that I would need the support of a technical person to be able to use this system | 1 (1-2) | 1 (1-2) | .40 | 14 (8.0) | 9 (5.1) | 1.59 (0.67-3.79) | .29 |
| SUS #5: I found the various functions in this system were well integrated | 4 (3-4) | 4 (4-5) | <.001 | 103 (58.5) | 145 (82.9) | 0.29 (0.18-0.48) | <.001 |
| SUS #6: I thought there was too much inconsistency in this system | 2 (1-3) | 1 (1-2) | <.001 | 9 (5.1) | 8 (4.6) | 1.13 (0.42-2.99) | .81 |
| SUS #7: I would imagine that most people would learn to use this system very quickly | 4 (4-5) | 4 (4-5) | .005 | 137 (77.8) | 156 (89.1) | 0.43 (0.24-0.78) | .004 |
| SUS #8: I found the system very awkward to use | 2 (1-2) | 1 (1-2) | .002 | 9 (5.1) | 9 (5.1) | 0.99 (0.39-2.57) | .99 |
| SUS #9: I felt very confident using the system | 4 (4-5) | 4 (4-5) | .09 | 149 (84.7) | 159 (90.9) | 0.56 (0.29-1.07) | .08 |
| SUS #10: I needed to learn a lot of things before I could get going with this system | 2 (1-3) | 2 (1-2) | .06 | 15 (8.5) | 14 (8.0) | 1.07 (0.50-2.29) | .86 |
| SUS acceptance level (≥71) | N/Ad | N/A | N/A | 109 (61.9) | 147 (84.0) | 0.31 (0.19-0.51) | <.001 |
| SUS promoter level (≥80) | N/A | N/A | N/A | 78 (44.3) | 106 (60.6) | 0.52 (0.34-0.79) | .002 |
| SUS overall score | 77.5 (65.6-89.4) | 82.5 (75.0-92.5) | <.001 | N/A | N/A | N/A | N/A |
| SUS learnability score | 87.5 (62.5-100.0) | 87.5 (75.0-100.0) | .11 | N/A | N/A | N/A | N/A |
| SUS usability score | 75.0 (65.6-87.5) | 84.4 (75.0-93.8) | <.001 | N/A | N/A | N/A | N/A |
aPercentage refers to the proportion of participants giving a score of 4 or above on a scale of 5 for the respective statement.
bOR: odds ratio.
cSUS: System Usability Scale.
dN/A: not applicable.
Figure 3Factors associated with promoters in the gamification and neumorphism arms. Shaded variables are mutually associated with both arms. Values on the link are odds ratios (95% CIs). CLAI: condomless anal intercourse; PrEP: pre-exposure prophylaxis; SEQ: single ease question; UI: user interface.