1. Background
2. Objectives
3. Materials and Methods
3.1. Sample and Procedure
3.2. Ethical Considerations
3.3. Measures
| Variable | Question | Response Option |
|---|---|---|
| Lonely | “During the past 12 months, how often have you felt lonely?” | 1 = never, 2 = rarely, 3 = sometimes, 4 = most of the time to 5 = always (coded as 1 - 3 = 0 and 4 - 5 = 1) |
| Hunger (proxy of socioeconomic status) | “During the past 30 days, how often did you go hungry because there was not enough food in your home?” | 1 = never to 5 = always (coded as 1 - 3 = 0 and 4 - 5 = 1) |
| Poor mental health | ||
| Suicidal ideation | “During the past 12 months, did you ever seriously consider attempting suicide?” | 1 = yes, 2 = no (coded as 1 = 1 and 2 = 0) |
| Anxiety | “During the past 12 months, how often have you been so worried about something that you could not sleep at night?” | 1 = never to 5 = always (coded 1 - 3 = 0 and 4 – 5 = 1) |
| No close friends | “How many close friends do you have?” | 1 = 0 to 4 = 3 or more (coded 1 = 1 and 2 - 5 = 0) |
| Substance use | ||
| Current smoking cigarettes | “During the past 30 days, on how many days did you smoke cigarettes?” | 1 = 0 days to 7 = all 30 days (coded as 1 = 0 and 2 - 7 = 1) |
| Current other tobacco use | “During the past 30 days, on how many days did you use any other form of tobacco, such as chewing tobacco leaves?” | 1 = 0 days to 7 = all 30 days (coded as 1 = 0 and 2 - 7 = 1) |
| Current alcohol use | “During the past 30 days, on how many days did you have at least one drink containing alcohol?” | 1 = 0 days to 7 = all 30 days (coded as 1 = 0 and 2 - 7 = 1) |
| Lifetime drunkenness | “During your life, how many times did you drink so much alcohol that you were really drunk?” | 1 = 0 times to 4 = 10 or more times (coded as 1 = 0 and 2 - 4 = 1) |
| Illicit drug use | “How old were you when you first used drugs?” | 1 = I never used drugs to 8 = 18 years old or older (coded 1 = 0 and 2 - 8 = 1) |
| Aggression and other risk behavior | ||
| Bullied | “During the past 30 days, on how many days were you bullied?” | 1 = 0 days to 7 = All 30 days (coded as 1 = 0 and 2 - 7 = 1) |
| In physical fight | “During the past 12 months, how many times were you in a physical fight?” | 1 = 0 times to 8 = 12 or more times (coded as 1 = 0 and 2 - 8 = 1) |
| Injury | “During the past 12 months, how many times were you seriously injured?” | 1 = 0 times to 8 = 12 or more times (coded as 1 = 0 and 2 - 8 = 1) |
| Truancy | “During the past 30 days, on how many days did you miss classes or school without permission?” | 1 = 0 times to 5 = 10 or more days (coded as 1 = 0 and 2 - 5 = 1) |
| Ever had sexual intercourse | “Have you ever had sexual intercourse?” | 1 = Yes, 2 = No (coded as 1 = 1 and 2 = 0) |
| Sedentary behavior | “Leisure time sedentary behaviour was assessed by asking participants about the time they spend mostly sitting when not in school or doing homework: How much time do you spend during a typical or usual day sitting and watching television, playing computer games, talking with friends, or playing cards?” | 1= less than 1 hour per day to 3 = 3 to 4 hours per day to 6 = 8 or more hours a day (coded as 1 – 2 = 0 and 3 - 6 = 1) |
| Protective factors | ||
| Peer support | “During the past 30 days, how often were most of the students in your school kind and helpful?” | 1 = never to 5 = always |
| Parental or guardian supervision | “During the past 30 days, how often did your parents or guardians check to see if your homework was done?” | 1 = never to 5 = always |
| Parental or guardian connectedness | “During the past 30 days, how often did your parents or guardians understand your problems and worries?” | 1 = never to 5 = always |
| Parental or guardian bonding | “During the past 30 days, how often did your parents or guardians really know what you were doing with your free time?” | 1 = never to 5 = always |
3.4. Data Analysis
4. Results
4.1. Sample Characteristics
| Study Country | Prevalence of Loneliness | Prevalence of Loneliness | ||||||
|---|---|---|---|---|---|---|---|---|
| Male | Female | Statistic | ||||||
| Sample (13 - 15 years), No. | Never, % | Rarely, % | Sometimes, % | Mostly or always, % | Mostly or always, % | Mostly or always, % | P Value | |
| Cambodiaa | 1734 | 31.5 | 19.2 | 45.0 | 4.3 | 3.9 | 4.6 | 0.071 |
| Indonesiab | 2867 | 25.5 | 26.8 | 38.1 | 9.6 | 7.4 | 11.6 | < 0.001 |
| Malaysiac | 16095 | 33.3 | 33.0 | 26.7 | 7.0 | 5.7 | 8.6 | < 0.001 |
| Myanmarb | 1983 | 61.8 | 10.2 | 24.7 | 3.3 | 3.7 | 3.0 | 0.754 |
| Philippinesb | 3640 | 7.6 | 25.0 | 53.2 | 14.2 | 11.5 | 16.0 | < 0.001 |
| Thailandc | 2223 | 34.3 | 27.8 | 30.0 | 7.9 | 7.9 | 8.0 | 0.868 |
| Vietnamb | 1742 | 31.9 | 35.7 | 23.8 | 8.6 | 8.0 | 9.2 | 0.141 |
| All | 30284 | 32.8 | 28.2 | 31.3 | 7.8 | 6.5 | 9.0 | < 0.001 |
aLow income country.
bLower middle income country.
cUpper middle income country (Source: world bank 2015) (18).
4.2. Correlates of Adolescents' Loneliness
| Variable | All | All | Male | Female |
|---|---|---|---|---|
| Crude Odds Ratio (95% CI) | Adjusted Odds Ratio (95% CI) | Adjusted Odds Ratio (95% CI) | Adjusted Odds Ratio (95% CI) | |
| Gender | ||||
| Female | 1 (Reference) | 1 (Reference) | - | - |
| Male | 0.73 (0.63 - 0.85)a | 0.62 (0.52 - 0.74)b | ||
| Age | ||||
| 13 | 1 (Reference) | 1 (Reference) | 1 (Reference) | 1 (Reference) |
| 14 | 1.05 (0.88 - 1.25) | 1.15 (0.96 - 1.40) | 1.35 (1.00 - 1.81)c | 1.03 (0.81 - 1.31) |
| 15 | 1.26 (1.07 - 1.49)b | 1.32 (1.11 - 1.57)b | 1.48 (1.09 - 2.01)c | 1.21 (0.97 - 1.51) |
| Hungry | ||||
| Never | 1 (Reference) | 1 (Reference) | 1 (Reference) | 1 (Reference) |
| Rarely | 1.61 (1.28 - 2.03)a | 1.42 (1.11 - 1.83)b | 1.19 (0.85 - 1.68) | 1.59 (1.17 - 2.17b |
| Sometimes/mostly/always | 1.93 (1.61 - 2.33)a | 1.61 (1.30 - 1.99)a | 1.48 (1.10 - 1.99)b | 1.69 (1.28 - 2.24)a |
| Country income | ||||
| Low or lower middle income | 1 (Reference) | 1 (Reference) | 1 (Reference) | 1 (Reference) |
| Upper middle income | 0.72 (0.60 - 0.86)a | 0.81 (0.68 - 0.95)c | 0.90 (0.69 - 1.16) | 0.75 (0.60 - 0.93)b |
| Peer support | ||||
| No | 1 (Reference) | 1 (Reference) | 1 (Reference) | 1 (Reference) |
| Yes | 0.71 (0.61 - 0.82)a | 0.94 (0.80 - 1.10) | 0.91 (0.69 - 1.19) | 0.96 (0.77 - 1.19) |
| Number of close friends | ||||
| One or more | 1 (Reference) | 1 (Reference) | 1 (Reference) | 1 (Reference) |
| None | 2.99 (2.23 - 4.01)a | 3.02 (2.07 - 4.40)a | 3.45 (2.10 - 5.67)a | 2.50 (1.56 - 4.01)a |
| Bullying victimization | ||||
| No | 1 (Reference) | 1 (Reference) | 1 (Reference) | 1 (Reference) |
| Yes | 2.90 (2.52 - 3.34)a | 2.61 (2.25 - 3.01)a | 2.57 (2.01 - 3.30)a | 2.63 (2.22 - 3.11)a |
| Parental/guardian support | ||||
| 0 | 1 (Reference) | 1 (Reference) | 1 (Reference) | 1 (Reference) |
| 1 | 0.64 (0.56 - 0.74)a | 0.69 (0.60 - 0.80)a | 0.76 (0.57 - 1.00) | 0.66 (0.55 - 0.79)a |
| 2 - 3 | 0.47 (0.41 - 0.54)a | 0.54 (0.47 - 0.63)a | 0.75 (0.58 - 0.98)c | 0.48 (0.38 - 0.62)a |
aP < 0.001.
bP < 0.01.
cP < 0.05.
4.3. Adolescents’ Loneliness and Health Risk Behaviours
| Health Risk Behaviours (Outcome) | Loneliness | All | Male | Female |
|---|---|---|---|---|
| Adjusted Odds Ratio (95% CI)a | Adjusted Odds Ratio (95% CI)a | Adjusted Odds Ratio (95% CI)a | ||
| Mental health | ||||
| Suicidal ideation | No | 1 (Reference) | 1 (Reference) | (Reference) |
| Yes | 3.37 (2.83-4.00)*** | 3.58 (2.63-4.87)*** | 3.78 (2.62-4.17)*** | |
| Anxiety | No | 1 (Reference) | 1 (Reference) | (Reference) |
| Yes | 5.95 (4.84-7.33)*** | 6.68 (4.98-8.96)*** | 5.46 (4.23-7.05)*** | |
| No close friend | No | 1 (Reference) | 1 (Reference) | (Reference) |
| Yes | 3.11 (2.28-4.23)*** | 3.67 (2.30-5.86)*** | 2.45 (1.62-3.71)*** | |
| Substance use | ||||
| Tobacco use | No | 1 (Reference) | 1 (Reference) | (Reference) |
| Yes | 1.42 (1.17-1.73)** | 1.21 (0.93-1.58) | 1.89 (1.31-2.73)*** | |
| Alcohol use | No | 1 (Reference) | 1 (Reference) | (Reference) |
| Yes | 1.81 (1.44-2.26*** | 2.09 (1.58-2.78)*** | 1.53 (1.0-92.15)* | |
| Drunkenness | No | 1 (Reference) | 1 (Reference) | (Reference) |
| Yes | 1.93 (1.57-2.38)*** | 1.85 (1.37-2.50)*** | 2.00 (1.51-2.65)*** | |
| Illicit drug use | No | 1 (Reference) | 1 (Reference) | (Reference) |
| Yes | 7.70 (4.63-12.79)*** | 10.15 (4.94-20.84)*** | 5.44 (3.10-9.54)*** | |
| Aggression and other risky behavior | ||||
| Bullying victimization | No | 1 (Reference) | 1 (Reference) | (Reference) |
| Yes | 2.58 (2.22-2.99)*** | 2.57 (2.99-3.31)*** | 2.58 (2.17-3.08)*** | |
| In a physical fight | No | 1 (Reference) | 1 (Reference) | (Reference) |
| Yes | 1.69 (1.50-1.91)*** | 1.75 (1.47-2.09)*** | 1.61 (1.33-1.96)*** | |
| Injury | No | 1 (Reference) | 1 (Reference) | (Reference) |
| Yes | 2.02 (1.73-2.32)*** | 1.99 (1.52-2.59)*** | 2.03 (1.70-2.43)*** | |
| Truancy | No | 1 (Reference) | 1 (Reference) | (Reference) |
| Yes | 1.31 (1.13-1.52)*** | 1.22 (0.96-1.56) | 1.38 (1.15-1.65)*** | |
| Ever had sexual intercourse | No | 1 (Reference) | 1 (Reference) | (Reference) |
| Yes | 1.76 (1.24-2.52)** | 1.78 (0.96-3.29) | 1.69 (0.96-2.98) | |
| Sedentary leisure time behavior | No | 1 (Reference) | 1 (Reference) | (Reference) |
| Yes | 1.52 (1.34-1.72)*** | 1.51 (1.24-1.83)*** | 1.52 (1.29-1.80)*** |
aAdjusted for age, sex, subjective socioeconomic status (experience of hunger), country income, peer support, and parental or guardian support.