| Literature DB >> 34747712 |
Olufunmilola Abraham1, Claire Rosenberger1, Kathleen Tierney1, Jen Birstler2.
Abstract
BACKGROUND: The misuse of opioid medications among adolescents is a serious problem in the United States. Serious games (SGs) are a novel way to promote the safe and responsible management of opioid medications among adolescents, thereby reducing the number of adolescent opioid misuse cases reported annually.Entities:
Keywords: Narcan; addiction; adolescents; awareness; drug; gaming; medication safety; naloxone; opioid knowledge; opioid safety; opioids; safety; serious games; survey; technology; teenager; young adult; youth
Year: 2021 PMID: 34747712 PMCID: PMC8738992 DOI: 10.2196/33975
Source DB: PubMed Journal: JMIR Serious Games Impact factor: 4.143
Figure 1Screenshot from level 1, A Quiet Sunday Afternoon.
Figure 2Screenshot from level 2, Monday Morning Bus Ride.
Figure 3Screenshots from level 3, A Persuasive Speech at School.
Figure 4Screenshots from level 4, Bus Ride Home.
Figure 5Screenshot from level 5, Last Minute Chore.
Participant demographic characteristics.
| Characteristics | Values | |
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| ||
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| 7 | 20 (17) |
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| 8 | 19 (16) |
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| 9 | 23 (20) |
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| 10 | 21 (18) |
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| 11 | 22 (19) |
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| 12 | 12 (10) |
| Age (years), mean (SD) | 14.62 (1.62) | |
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| ||
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| Female | 57 (48.7) |
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| Male | 59 (50.4) |
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| Nonbinary | 1 (0.9) |
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| ||
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| White or Caucasian | 57 (48.72) |
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| Black or African American | 23 (19.66) |
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| Hispanic or Latinx | 6 (5.13) |
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| Asian | 6 (5.13) |
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| American Indian or Alaskan Native | 1 (0.85) |
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| Native Hawaiian or other Pacific Islander | 0 (0) |
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| More than one selected | 24 (20.51) |
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| Other, please specify | 0 (0) |
aThree options were presented to the participants to select for their gender: “Male,” “Female,” and “Other.”
bIf participants only selected one category, that was their defined race; all other combinations of selections were defined as “Other.”
Concept scores among participants.
| Characteristics | Self-efficacy: MUSEa | Self-efficacy: opioid safety | Perceived knowledge | Misuse harm | Behavioral intent | Safe storage | Safe disposal | Opioid knowledge | Narcan knowledge | Misuse behavior | |
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| |||||||||||
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| N | 117 | 117 | 117 | 117 | 117 | 117 | 117 | 117 | 45 | 117 |
|
| Mean (SD) | 0.28 (0.60) | 0.39 (0.71) | 0.93 (1.00) | 0.22 (0.94) | 0.25 (0.62) | 0.03 (0.20) | 0.08 (0.22) | 0.06 (0.16) | -0.04 (0.29) | 0.09 (0.28) |
|
| Kruskal-Wallis | <.001 | <.001 | <.001 | .01 | <.001 | .09 | <.001 | <.001 | .6 | <.001 |
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| Female, mean (SD) | 0.35 (0.67) | 0.37 (0.70) | 1.14 (0.97) | 0.15 (0.72) | 0.33 (0.59) | 0.02 (0.22) | 0.12 (0.25) | 0.06 (0.16) | 0.00 (0.35) | 0.05 (0.28) |
|
| Male, mean (SD) | 0.21 (0.51) | 0.39 (0.74) | 0.74 (1.00) | 0.27 (1.11) | 0.19 (0.65) | 0.04 (0.17) | 0.04 (0.17) | 0.05 (0.16) | -0.06 (0.25) | 0.14 (0.27) |
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| Kruskal-Wallis | .42 | .99 | .07 | .37 | .33 | .21 | .05 | .88 | .32 | .04 |
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| White or Caucasian, mean (SD) | 0.23 (0.41) | 0.30 (0.65) | 0.75 (0.91) | 0.20 (0.84) | 0.23 (0.66) | 0.02 (0.14) | 0.05 (0.18) | 0.03 (0.13) | -0.10 (0.30) | 0.10 (0.27) |
|
| Black or African American, mean (SD) | 0.27 (0.75) | 0.20 (0.80) | 0.76 (0.90) | 0.15 (1.02) | 0.12 (0.65) | 0.02 (0.24) | 0.12 (0.26) | 0.07 (0.22) | 0.15 (0.24) | 0.01 (0.18) |
|
| Hispanic or Latinx, mean (SD) | 0.25 (0.61) | 0.58 (0.82) | 1.27 (1.22) | 0.29 (1.08) | 0.40 (0.59) | 0.11 (0.29) | 0.10 (0.19) | 0.09 (0.15) | -0.11 (0.17) | 0.18 (0.34) |
|
| Other or missing, mean (SD) | 0.54 (0.89) | 0.71 (0.45) | 1.37 (0.95) | 0.30 (1.00) | 0.30 (0.47) | -0.02 (0.07) | 0.10 (0.32) | 0.12 (0.18) | 0.17 (0.24) | 0.05 (0.33) |
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| Kruskal-Wallis | .76 | .04 | .02 | .78 | .72 | .36 | .58 | .23 | .04 | .38 |
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| White or Caucasian, mean (SD) | 0.23 (0.41) | 0.30 (0.65) | 0.75 (0.91) | 0.20 (0.84) | 0.23 (0.66) | 0.02 (0.14) | 0.05 (0.18) | 0.03 (0.13) | -0.10 (0.30) | 0.10 (0.27) |
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| Non-White, mean (SD) | 0.33 (0.73) | 0.47 (0.76) | 1.10 (1.06) | 0.24 (1.03) | 0.27 (0.59) | 0.05 (0.24) | 0.11 (0.25) | 0.09 (0.18) | 0.06 (0.24) | 0.09 (0.29) |
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| Kruskal-Wallis | .73 | .21 | .03 | .42 | .63 | .73 | .23 | .26 | .12 | .80 |
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| High school, mean (SD) | 0.26 (0.56) | 0.34 (0.68) | 0.86 (0.94) | 0.19 (0.80) | 0.23 (0.68) | 0.03 (0.21) | 0.06 (0.19) | 0.04 (0.14) | -0.06 (0.30) | 0.12 (0.27) |
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| Middle school, mean (SD) | 0.31 (0.67) | 0.48 (0.78) | 1.07 (1.11) | 0.27 (1.17) | 0.30 (0.49) | 0.03 (0.17) | 0.13 (0.26) | 0.10 (0.19) | 0.03 (0.25) | 0.03 (0.28) |
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| Kruskal-Wallis | .42 | .21 | .23 | .51 | .45 | .77 | .06 | .34 | .39 | .15 |
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| Correlation coefficient | -0.17 | -0.14 | -0.17 | -0.08 | -0.09 | 0 | -0.18 | -0.23 | -0.1 | 0.12 |
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| 95% CI | -0.34 to 0.02 | -0.31 to 0.05 | -0.34 to 0.02 | -0.25 to 0.11 | -0.26 to 0.10 | -0.18 to 0.18 | -0.35 to 0.00 | -0.40 to -0.05 | -0.38 to 0.20 | -0.06 to 0.30 |
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| Pearson's correlation | .07 | .15 | .07 | .41 | .35 | .98 | .06 | .01 | .52 | .18 |
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| Correlation coefficient | -0.15 | -0.12 | -0.16 | -0.07 | -0.06 | 0 | -0.15 | -0.18 | -0.15 | 0.1 |
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| 95% CI | -0.32 to 0.03 | -0.29 to 0.07 | -0.33 to 0.03 | -0.25 to 0.11 | -0.24 to 0.12 | -0.18 to 0.19 | -0.32 to 0.03 | -0.35 to 0.00 | -0.42 to 0.15 | -0.08 to 0.28 |
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| Pearson's correlation | .11 | .22 | .09 | .44 | .52 | .96 | .11 | .05 | .34 | .27 |
aMUSE: Medication Understanding and Use Self-Efficacy.
bRace grouping 2 examines participants who selected “White” as one category and every other option as “non-White.”
Examining the differences between the participants who played all 5 levels of the game and those who did not.
| Variables | Noncompletes | Played all 5 levels | |||
| n | 67 | 28 | —a | ||
| Behavioral intent, mean (SD) | 0.24 (0.61) | 0.26 (0.54) | .88 | ||
| Misuse behavior, mean (SD) | 0.10 (0.28) | 0.11 (0.28) | .39 | ||
| Misuse behavior 2, mean (SD)b | 0.10 (0.35) | 0.04 (0.19) | .32 | ||
| Misuse harm, mean (SD) | 0.22 (1.04) | 0.21 (0.78) | .90 | ||
| Narcan knowledge, mean (SD) | 0.05 (0.21) | -0.10 (0.16) | .04 | ||
| Opioid knowledge: harming teens, mean (SD)c | 0.09 (0.42) | 0.21 (0.42) | .20 | ||
| Opioid knowledge, mean (SD) | 0.07 (0.15) | 0.05 (0.16) | .68 | ||
| Perceived knowledge, mean (SD) | 0.84 (1.00) | 1.04 (0.98) | .43 | ||
| Safe disposal, mean (SD) | 0.10 (0.22) | 0.06 (0.15) | .93 | ||
| Safe storage, mean (SD) | 0.02 (0.13) | 0.03 (0.20) | .66 | ||
| Self-efficacy: opioid safety, mean (SD) | 0.30 (0.73) | 0.74 (0.73) | .01 | ||
| Self-efficacy: MUSE,d mean (SD) | 0.26 (0.55) | 0.35 (0.66) | .58 | ||
| Length of play, mean (SD) | 17.41 (13.16) | 26.94 (8.16) | <.001 | ||
| Number of levels played, mean (SD) | 2.42 (1.18) | — | — | ||
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| .32 | ||||
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| Female | 36 (53.7) | 11 (39.3) | — | |
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| Male | 30 (44.8) | 17 (60.7) | — | |
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| Nonbinary | 1 (1.5) | 0 (0.0) | — | |
| Age, mean (SD) | 14.36 (1.60) | 14.54 (1.62) | .68 | ||
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| .14 | ||||
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| A: White or Caucasian | 29 (43.3) | 13 (46.4) | — | |
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| B: Black or African American | 17 (25.4) | 4 (14.3) | — | |
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| C: Hispanic or Latinx | 15 (22.4) | 4 (14.3) | — | |
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| D: Other or missing | 6 (9.0) | 7 (25.0) | — | |
| Race (grouping 2) = B: non-White, n (%)e | 38 (56.7) | 15 (53.6) | .78 | ||
aNot applicable.
bIndividual question asking, “Is it okay to take someone else's opioid medication if you have had the same prescription in the past?”
cIndividual question asking, “Is the opioid crisis harming teenagers in the United States?”
dMUSE: Medication Understanding and Use Self-Efficacy.
eRace grouping 2 examines participants who selected “White” as one category and every other option as “non-White.”
Examining the differences among participants who accessed the game and had good attention vs those who did not access the game and had poor attention.
| Variables | Poor attention, did not access game | Good attention, accessed game | |||
| n | 39 | 117 | —a | ||
| Behavioral intent, mean (SD) | 0.17 (0.75) | 0.25 (0.62) | .25 | ||
| Misuse behavior, mean (SD) | 0.05 (0.31) | 0.09 (0.28) | .39 | ||
| Misuse behavior 2, mean (SD)b | -0.08 (0.35) | 0.09 (0.32) | .01 | ||
| Misuse harm, mean (SD) | -0.04 (0.82) | 0.22 (0.94) | .10 | ||
| Narcan knowledge, mean (SD) | 0.05 (0.28) | -0.04 (0.29) | .44 | ||
| Opioid knowledge: harming teens, mean (SD)c | 0.13 (0.41) | 0.13 (0.41) | .99 | ||
| Opioid knowledge, mean (SD) | 0.09 (0.21) | 0.06 (0.16) | .87 | ||
| Perceived knowledge, mean (SD) | 0.52 (1.13) | 0.93 (1.00) | .05 | ||
| Safe disposal, mean (SD) | 0.09 (0.22) | 0.08 (0.22) | .95 | ||
| Safe storage, mean (SD) | 0.05 (0.15) | 0.03 (0.20) | .16 | ||
| Self-efficacy: opioid safety, mean (SD) | 0.14 (0.71) | 0.39 (0.71) | .05 | ||
| Self-efficacy: MUSE,d mean (SD) | -0.03 (0.81) | 0.28 (0.60) | .01 | ||
| Length of play, mean (SD) | 7.02 (10.23) | 20.22 (12.64) | .04 | ||
| Number of levels played, mean (SD) | 1.00 (0.00) | 3.18 (1.54) | .01 | ||
|
| .42 | ||||
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| Female | 15 (38.5) | 57 (48.7) | — | |
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| Male | 23 (59.0) | 59 (50.4) | — | |
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| Nonbinary | 1 (2.6) | 1 (0.9) | — | |
| Age, mean (SD) | 14.90 (1.48) | 14.62 (1.62) | .32 | ||
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| .07 | ||||
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| A: White or Caucasian | 26 (66.7) | 57 (48.7) | — | |
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| B: Black or African American | 8 (20.5) | 23 (19.7) | — | |
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| C: Hispanic or Latinx | 5 (12.8) | 23 (19.7) | — | |
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| D: Other or missing | 0 (0.0) | 14 (12.0) | — | |
| Race (grouping 2) = B: non-White, n (%)e | 13 (33.3) | 60 (51.3) | .05 | ||
aNot applicable.
bIndividual questions asking, “Is it okay to take someone else's opioid medication if you have had the same prescription in the past?”
cIndividual questions asking, “Is the opioid crisis harming teenagers in the United States?”
dMUSE: Medication Understanding and Use Self-Efficacy.
eRace grouping 2 examines participants who selected “White” as one category and every other option as “non-White.”
Players who learned not to share meds vs players with all other patterns.
| Variables | All other patterns | Failure in level 3, success in level 4 | |||
| n | 104 | 13 | —a | ||
| Behavioral intent, mean (SD) | 0.27 (0.64) | 0.13 (0.42) | .38 | ||
| Misuse behavior, mean (SD) | 0.10 (0.29) | 0.03 (0.21) | .69 | ||
| Misuse behavior 2, mean (SD)b | 0.10 (0.33) | 0.08 (0.28) | .83 | ||
| Misuse harm, mean (SD) | 0.18 (0.84) | 0.55 (1.50) | .13 | ||
| Narcan knowledge, mean (SD) | -0.03 (0.30) | -0.08 (0.17) | .47 | ||
| Opioid knowledge: harming teens, mean (SD)c | 0.12 (0.41) | 0.15 (0.38) | .83 | ||
| Opioid knowledge, mean (SD) | 0.05 (0.14) | 0.14 (0.25) | .25 | ||
| Perceived knowledge, mean (SD) | 0.91 (1.00) | 1.08 (1.04) | .64 | ||
| Safe disposal, mean (SD) | 0.08 (0.21) | 0.12 (0.26) | .35 | ||
| Safe storage, mean (SD) | 0.04 (0.20) | 0.00 (0.10) | .72 | ||
| Self-efficacy: opioid safety, mean (SD) | 0.34 (0.70) | 0.73 (0.74) | .05 | ||
| Self-efficacy: MUSE,d mean (SD) | 0.27 (0.56) | 0.33 (0.84) | .89 | ||
| Length of play, mean (SD) | 19.13 (12.77) | 27.11 (9.55) | .02 | ||
| Number of levels played, mean (SD) | 2.99 (1.54) | 4.38 (0.87) | .002 | ||
| Opioid failures, mean (SD)e | 2.38 (2.36) | 3.77 (1.88) | .03 | ||
|
| .88 | ||||
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| Female | 50 (48.1) | 7 (53.8) | — | |
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| Male | 53 (51.0) | 6 (46.2) | — | |
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| Nonbinary | 1 (1.0) | 0 (0.0) | — | |
| Age, mean (SD) | 14.69 (1.62) | 14.08 (1.55) | .19 | ||
|
| .54 | ||||
|
| A: White or Caucasian | 51 (49.0) | 6 (46.2) | — | |
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| B: Black or African American | 19 (18.3) | 4 (30.8) | — | |
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| C: Hispanic or Latinx | 22 (21.2) | 1 (7.7) | — | |
|
| D: Other or missing | 12 (11.5) | 2 (15.4) | — | |
| Race (grouping 2) = B: non-White, n (%)f | 53 (51.0) | 7 (53.8) | .84 | ||
aNot applicable.
bIndividual question asking, “Is it okay to take someone else's opioid medication if you have had the same prescription in the past?”
cIndividual question asking, “Is the opioid crisis harming teenagers in the United States?”
dMUSE: Medication Understanding and Use Self-Efficacy.
ePlayers failed the level due to an opioid misuse behavior (failure to lock up opioids, sharing opioids, etc) vs a non–opioid-related failure (failure to get a hall pass, forgetting notes, etc).
fRace grouping 2 examines participants who selected “White” as one category and every other option as “non-White.”