, Jaeyong Yoo2
, Do Ahn Im3
, Seung Gi Jung4
, Miji Lee3
, Kyum Shin5
, Hyunlye Kim6
1Professor, College of Nursing, Chonnam National University, Gwangju, Korea
2Associate Professor, Department of Nursing, College of Medicine, Chosun University, Gwangju, Korea
3Clinical Nurse, Seoul National University Hospital, Seoul, Korea
4Clinical Nurse, Gangneung Asan Hospital, Gangneung, Korea
5Teaching Assistant, College of Nursing, Chonnam National University, Gwangju, Korea
6Professor, Department of Nursing, College of Medicine, Chosun University, Gwangju, Korea
Copyright © 2025 Korean Academy of Community Health Nursing
This is an Open Access article distributed under the terms of the Creative Commons Attribution NoDerivs License. (http://creativecommons.org/licenses/by-nd/4.0) which allows readers to disseminate and reuse the article, as well as share and reuse the scientific material. It does not permit the creation of derivative works without specific permission.
Conflict of interest
Duckhee Chae has been editorial board member of Research in Community and Public Health Nursing since 2024. She was not involved in the review process of this manuscript. Otherwise, there was no conflict of interest.
Funding
None.
Authors’ contributions
Duckhee Chae contributed to conceptualization, data curation, formal analysis, investigation, methodology, supervision, validation, and writing—original draft, review & editing. Jaeyong Yoo contributed to methodology, validation, and writing—original draft, review & editing. Do Ahn Im, Seung Gi Jung, Miji Lee, and Kyum Shin contributed to conceptualization, investigation, methodology, and writing—original draft. Hyunlye Kim contributed to validation, and writing—review & editing.
Data availability
The data that support the findings of this study are available from the corresponding author upon reasonable request.
Acknowledgements
None.
| Variables | Category | n (%) or M±SD (Range) |
|---|---|---|
| ED† use | Ever | 219 (85.5) |
| Never | 37 (14.5) | |
| Age at initial ED use, | 16.8 ± 2.46 (10–23) | |
| years (n=219) | 10–13 | 20 (9.1) |
| 14–17 | 113 (51.6) | |
| ≥18 | 86 (39.3) | |
| Frequency of ED use (n=219) | Every 2–3 months | 120 (54.8) |
| Monthly+ | 62 (28.3) | |
| Weekly+ | 37 (16.9) | |
| Amount of ED use during special periods (n=219) | As usual | 83 (37.9) |
| + 1 can | 115 (52.5) | |
| + 2 cans | 12 (5.5) | |
| + ≥ 3 cans | 9 (4.1) | |
| AmED‡ use (n=219) | Yes | 47 (21.5) |
| No | 172 (78.5) | |
| Frequency of AmED use (n=47) | ≤3 times a year | 41 (87.2) |
| Every 2–3 months | 5 (10.6) | |
| More than once a month | 1 (2.1) | |
| Regular exercise | Yes | 90 (35.2) |
| No | 166 (64.8) | |
| Alcohol drinking | Yes | 163 (63.7) |
| No | 93 (36.3) | |
| Current smoking | Yes | 48 (18.8) |
| No | 208 (81.2) | |
| Sleep duration | <7 h daily | 161 (62.9) |
| ≥7 h daily | 95 (37.1) | |
| Sleep quality | Good | 102 (39.8) |
| Poor | 154 (60.2) | |
| Depression (possible range 0–21) | 2.53 ± 2.82 (0–12) | |
| Anxiety (possible range 0–21) | 2.48 ± 2.60 (0–14) | |
| Stress (possible range 0–21) | 3.95 ± 3.50 (0–15) | |
| Variable | Male (n=116) | Female (n=103) | χ2/t (p) |
|---|---|---|---|
| n (%) or M±SD | n (%) or M±SD | ||
| ED† use | |||
| Ever | 116 (92.8) | 103 (78.6) | 10.39 (<.001) |
| Never | 9 (7.2) | 28 (21.4) | |
| Age of initial ED use (years) | 16.76 ± 2.50 | 16.87 ± 2.44 | -0.34 (.767) |
| 10–13 | 12 (10.3) | 8 (7.8) | 0.44 (.804) |
| 14–17 | 59 (50.9) | 54 (52.4) | |
| ≥18 | 45 (38.8) | 41 (39.8) | |
| Frequency of ED use | |||
| Non-use | 9 (7.2) | 28 (21.4) | 37.30 (<.001) |
| Every 2–3 months | 47 (37.6) | 73 (55.7) | |
| Monthly+ | 37 (29.6) | 25 (19.1) | |
| Weekly+ | 32 (25.6) | 5 (3.8) | |
| Amount of EDs during special periods | |||
| As usual | 46 (39.7) | 37 (35.9) | 1.55 (.670) |
| + 1 can | 57 (49.1) | 58 (56.3) | |
| + 2 cans | 7 (6.0) | 5 (4.9) | |
| + ≥ 3 cans | 6 (5.2) | 3 (2.9) | |
| AmED‡ use | |||
| Yes | 33 (28.4) | 14 (13.6) | 10.54 (.001) |
| No | 83 (71.6) | 89 (86.4) | |
| Reasons for ED use§ | |||
| Staying awake | 92 (47.2) | 92 (61.3) | |
| Energy boost | 46 (23.6) | 27 (18.0) | |
| Preference for flavor or aroma | 29 (14.9) | 12 (8.0) | |
| Thirst relief | 8 (4.1) | 2 (1.3) | |
| Stress relief | 7 (3.6) | 0 (0.0) | |
| As a habit | 6 (3.1) | 3 (2.0) | |
| Following friends' lead | 3 (1.5) | 9 (6.0) | |
| Others | 4 (2.1) | 5 (3.3) | |
| Effects of ED use§ | |||
| Sleep problems | 45 (25.1) | 53 (27.6) | |
| Palpitations | 34 (19.0) | 45 (23.4) | |
| Fatigue | 18 (10.1) | 26 (13.5) | |
| Gastrointestinal discomfort | 18 (10.1) | 16 (8.3) | |
| Feeling cold | 6 (3.4) | 3 (1.6) | |
| Shaking | 3 (1.7) | 7 (3.6) | |
| Anxiety/worry/tension | 3 (1.7) | 6 (3.1) | |
| Dizziness | 2 (1.1) | 3 (1.6) | |
| Increased alertness or No effects | 50 (27.9) | 33 (17.2) | |
| Location of AmED use§ | |||
| At home | 20 (50.0) | 4 (23.5) | |
| Pubs or bars | 13 (32.5) | 9 (52.9) | |
| Club | 3 (7.5) | 4 (23.5) | |
| Restaurants and others | 4 (10.0) | 0 (0.0) | |
| Reasons for AmED use§ | |||
| Enhancing the taste of alcohol | 24 (58.5) | 11 (68.8) | |
| Following friends' lead | 8 (19.5) | 5 (31.3) | |
| Alleviating fatigue | 3 (7.3) | 0 (0.0) | |
| Increasing alertness | 3 (7.3) | 0 (0.0) | |
| Others | 3 (7.3) | 0 (0.0) |
| Variables | Category | n (%) or M±SD (Range) |
|---|---|---|
| ED |
Ever | 219 (85.5) |
| Never | 37 (14.5) | |
| Age at initial ED use, | 16.8 ± 2.46 (10–23) | |
| years (n=219) | 10–13 | 20 (9.1) |
| 14–17 | 113 (51.6) | |
| ≥18 | 86 (39.3) | |
| Frequency of ED use (n=219) | Every 2–3 months | 120 (54.8) |
| Monthly+ | 62 (28.3) | |
| Weekly+ | 37 (16.9) | |
| Amount of ED use during special periods (n=219) | As usual | 83 (37.9) |
| + 1 can | 115 (52.5) | |
| + 2 cans | 12 (5.5) | |
| + ≥ 3 cans | 9 (4.1) | |
| AmED |
Yes | 47 (21.5) |
| No | 172 (78.5) | |
| Frequency of AmED use (n=47) | ≤3 times a year | 41 (87.2) |
| Every 2–3 months | 5 (10.6) | |
| More than once a month | 1 (2.1) | |
| Regular exercise | Yes | 90 (35.2) |
| No | 166 (64.8) | |
| Alcohol drinking | Yes | 163 (63.7) |
| No | 93 (36.3) | |
| Current smoking | Yes | 48 (18.8) |
| No | 208 (81.2) | |
| Sleep duration | <7 h daily | 161 (62.9) |
| ≥7 h daily | 95 (37.1) | |
| Sleep quality | Good | 102 (39.8) |
| Poor | 154 (60.2) | |
| Depression (possible range 0–21) | 2.53 ± 2.82 (0–12) | |
| Anxiety (possible range 0–21) | 2.48 ± 2.60 (0–14) | |
| Stress (possible range 0–21) | 3.95 ± 3.50 (0–15) | |
| Variable | Male (n=116) | Female (n=103) | χ2/t (p) |
|---|---|---|---|
| n (%) or M±SD | n (%) or M±SD | ||
| ED |
|||
| Ever | 116 (92.8) | 103 (78.6) | 10.39 (<.001) |
| Never | 9 (7.2) | 28 (21.4) | |
| Age of initial ED use (years) | 16.76 ± 2.50 | 16.87 ± 2.44 | -0.34 (.767) |
| 10–13 | 12 (10.3) | 8 (7.8) | 0.44 (.804) |
| 14–17 | 59 (50.9) | 54 (52.4) | |
| ≥18 | 45 (38.8) | 41 (39.8) | |
| Frequency of ED use | |||
| Non-use | 9 (7.2) | 28 (21.4) | 37.30 (<.001) |
| Every 2–3 months | 47 (37.6) | 73 (55.7) | |
| Monthly+ | 37 (29.6) | 25 (19.1) | |
| Weekly+ | 32 (25.6) | 5 (3.8) | |
| Amount of EDs during special periods | |||
| As usual | 46 (39.7) | 37 (35.9) | 1.55 (.670) |
| + 1 can | 57 (49.1) | 58 (56.3) | |
| + 2 cans | 7 (6.0) | 5 (4.9) | |
| + ≥ 3 cans | 6 (5.2) | 3 (2.9) | |
| AmED |
|||
| Yes | 33 (28.4) | 14 (13.6) | 10.54 (.001) |
| No | 83 (71.6) | 89 (86.4) | |
| Reasons for ED use |
|||
| Staying awake | 92 (47.2) | 92 (61.3) | |
| Energy boost | 46 (23.6) | 27 (18.0) | |
| Preference for flavor or aroma | 29 (14.9) | 12 (8.0) | |
| Thirst relief | 8 (4.1) | 2 (1.3) | |
| Stress relief | 7 (3.6) | 0 (0.0) | |
| As a habit | 6 (3.1) | 3 (2.0) | |
| Following friends' lead | 3 (1.5) | 9 (6.0) | |
| Others | 4 (2.1) | 5 (3.3) | |
| Effects of ED use |
|||
| Sleep problems | 45 (25.1) | 53 (27.6) | |
| Palpitations | 34 (19.0) | 45 (23.4) | |
| Fatigue | 18 (10.1) | 26 (13.5) | |
| Gastrointestinal discomfort | 18 (10.1) | 16 (8.3) | |
| Feeling cold | 6 (3.4) | 3 (1.6) | |
| Shaking | 3 (1.7) | 7 (3.6) | |
| Anxiety/worry/tension | 3 (1.7) | 6 (3.1) | |
| Dizziness | 2 (1.1) | 3 (1.6) | |
| Increased alertness or No effects | 50 (27.9) | 33 (17.2) | |
| Location of AmED use |
|||
| At home | 20 (50.0) | 4 (23.5) | |
| Pubs or bars | 13 (32.5) | 9 (52.9) | |
| Club | 3 (7.5) | 4 (23.5) | |
| Restaurants and others | 4 (10.0) | 0 (0.0) | |
| Reasons for AmED use |
|||
| Enhancing the taste of alcohol | 24 (58.5) | 11 (68.8) | |
| Following friends' lead | 8 (19.5) | 5 (31.3) | |
| Alleviating fatigue | 3 (7.3) | 0 (0.0) | |
| Increasing alertness | 3 (7.3) | 0 (0.0) | |
| Others | 3 (7.3) | 0 (0.0) |
| Variables | Category | Male (n=125) | Female (n=131) | χ2/t (p) |
|---|---|---|---|---|
| n (%) or M±SD | n (%) or M±SD | |||
| Regular exercise | Yes | 57 (45.6) | 33 (25.2) | 11.69 (.001) |
| No | 68 (54.4) | 98 (74.8) | ||
| Alcohol drinking | Yes | 84 (67.2) | 79 (60.3) | 1.32 (.252) |
| No | 41 (32.8) | 52 (39.7) | ||
| Current smoking | Yes | 37 (29.6) | 11 (8.4) | 18.88 (<.001) |
| No | 88 (70.4) | 120 (91.6) | ||
| Sleep duration | <7 hours/day | 76 (60.8) | 85 (64.9) | 0.46 (.499) |
| ≥7 hours/day | 49 (39.2) | 46 (35.1) | ||
| Sleep quality | Good | 50 (40.0) | 52 (39.7) | 0.00 (.960) |
| Poor | 75 (60.0) | 79 (60.3) | ||
| Depression (possible range 0–21) | 2.19 ± 2.34 | 2.86 ± 3.18 | -1.89 (.039) | |
| Anxiety (possible range 0–21) | 2.11 ± 2.11 | 2.83 ± 2.97 | -2.23 (.082) | |
| Stress (possible range 0–21) | 3.63 ± 3.24 | 4.25 ± 3.72 | -1.42 (.208) | |
| Variables | Category | Total | ||
|---|---|---|---|---|
| OR | 95% CI | p | ||
| Gender | Female | reference | ||
| Male | 3.87 | 1.91, 7.84 | <.001 | |
| Age at initial ED use | 0.87 | 0.76, 0.99 | .040 | |
| Regular exercise | Yes | reference | ||
| No | 0.92 | 0.47, 1.80 | .808 | |
| Current smoking | No | reference | ||
| Yes | 4.48 | 2.11, 9.54 | <.001 | |
| Sleep duration | ≥7 hours/day | reference | ||
| <7 hours/day | 2.17 | 1.05, 4.50 | .042 | |
| Sleep quality | Good | reference | ||
| Poor | 0.82 | 0.39, 1.70 | .589 | |
| Depression | 0.92 | 0.74, 1.14 | .447 | |
| Anxiety | 1.04 | 0.85, 1.31 | .706 | |
| Stress | 1.06 | 0.89, 1.26 | .502 | |
| Hosmer & Lemeshow χ2(p) | 10.27 (.246) | |||
| Nagelkerke R2 | .28 | |||
| Classification accuracy (%) | 73.1 | |||
ED=energy drink; AmED=alcohol mixed with energy drink
ED=energy drink; AmED=alcohol mixed with energy drink; Multiple responses