Table 1
Health-related items selected to map onto the seven parts of the Mandala of Health
| Body | Subjective health complaints |
| Perception of own health | |
| Mind | Depression |
| Body image | |
| Spirit | Spirituality scale |
| Number of adults in the home | |
| Presence of siblings in the home | |
| Living in a foster home | |
| Eating meals as a family | |
| Family support scale | |
| Personal behavior | Bullying others |
| Age of onset of risky behavior | |
| Physical fights | |
| Dating violence | |
| Use of electronic devices | |
| Psychosocio-economic environment | Family affluence |
| Food insecurity | |
| Peer support | |
| Human biology | Gender |
| Age | |
| Physical environment | Bedroom to oneself |
| Size of home | |
| How free time is spent | |
| Social capital scale | |
| Urban/rural comparison | |
| Participation in organised activities |
Table 2
Demographic Characteristics of the 2018 Canadian Health Behaviour in School-aged Children Study (n= 21,745)
| n | (%) | |
|---|---|---|
| Age | ||
| ≤11 | 2457 | (11.5) |
| 12 | 4207 | (19.6) |
| 13 | 4519 | (21.1) |
| 14 | 4619 | (21.6) |
| ≥15 | 5630 | (26.3) |
| Missing | 313 | |
| Grade | ||
| 6-8 | 13079 | (60.7) |
| 9-10 | 8462 | (39.3) |
| Other | 203 | |
| Missing | 1 | |
| Gender | ||
| Male | 10347 | (48.0) |
| Female | 10870 | (50.4) |
| Neither term describes me | 336 | (1.6) |
| Missing | 192 | |
| Race | ||
| White | 14075 | (66.1) |
| Black | 767 | (3.6) |
| Latin American | 205 | (1.0) |
| Indigenous (Metis, Inuit, First Nations) | 1664 | (7.8) |
| East & Southeast Asian | 699 | (3.3) |
| East Indian & South Asian | 563 | (2.6) |
| Arab & West Asian | 299 | (1.4) |
| Other (including mixed race) | 3030 | (14.2) |
| Missing | 443 | |
| Relative Family Wealth | ||
| Well off | 10028 | (53.1) |
| Average | 7174 | (38.0) |
| Not well off | 1697 | (9.0) |
| Missing | 2846 | |
| Urban/rural status of municipality | ||
| Rural area (< 1,000) | 916 | (4.2) |
| Small centre (1,000 — 29,999) | 11244 | (51.7) |
| Medium centre (30,000 – 99,999) | 3787 | (17.4) |
| Large urban centre (≥100,000) | 5798 | (26.7) |
| Adults in primary home | ||
| Mother and Father | 15080 | (71.1) |
| Mother and Partner | 1174 | (5.5) |
| Mother only | 3351 | (15.8) |
| Father and Partner | 255 | (1.2) |
| Father only | 647 | (3.1) |
| Other | 714 | (3.4) |
| Missing | 524 |
Table 3
Unadjusted, adjusted and stratum-specific odds of self-reporting a happy home life for the 26 health-related factors that map onto the Mandala of Health
| Individual Factors | n | OR | (95% CI) | OR | (95% CI) | ssOR | (95% CI) | ssOR | (95% CI) |
|---|---|---|---|---|---|---|---|---|---|
| Subjective Health Complaints | 21 745 | - | - | ||||||
| Often (daily/weekly) | 4091 | 1.00 | 1.00 | 1.00 | - | 1.00 | - | ||
| Rarely (monthly) | 16 781 | 2.50 | (2.33-2.70) | 2.92 | (2.70-3.16) | 4.80 | (3.83-6.06) | 2.72 | (2.49-2.96) |
| Perception of Own Health | 21 745 | - | - | ||||||
| Poor/Fair | 3 588 | 1.00 | 1.00 | 1.00 | - | 1.00 | - | ||
| Good/Excellent | 17 388 | 4.28 | (3.99-4.59) | 3.13 | (2.89-3.40) | 3.64 | (2.90-4.57) | 3.06 | (2.81-3.34) |
| Depression | 20 561 | - | - | ||||||
| Experiences symptoms | 6 289 | 1.00 | 1.00 | 1.00 | - | 1.00 | - | ||
| Does not experience | 14 272 | 3.19 | (3.00-3.41) | 4.15 | (3.86-4.46) | 6.13 | (4.93-7.63) | 3.94 | (3.65-4.26) |
| symptoms | - | - | |||||||
| Perception of Body Image | 21 745 | ||||||||
| Too thin or too fat | 8 654 | 1.00 | 1.00 | 1.00 | - | 1.00 | - | ||
| About the right size | 13 091 | 1.81 | (1.70-1.92) | 1.92 | (1.79-2.06) | 2.73 | (2.22-3.35) | 1.84 | (1.71-1.98) |
| Spirituality | 19 361 | - | |||||||
| Not or somewhat important | 9 926 | 1.00 | 1.00 | 1.00 | - | 1.00 | - | ||
| Important | 9 435 | 1.33 | (1.25-1.41) | 2.08 | (1.94-2.24) | 2.97 | (2.41-3.66) | 1.99 | (1.85-2.15) |
| Family Factors | n | OR | (95% CI) | OR | (95% CI) | ssOR | (95% CI) | ssOR | (95% CI) |
|---|---|---|---|---|---|---|---|---|---|
| # of adults in the home | 21363 | ||||||||
| 1 adult | 3 597 | 1.00 | - | 1.00 | - | 1.00 | - | 1.00 | - |
| 2 adults | 15 789 | 2.06 | (1.91-2.23) | 2.00° | (1.86-2.22) | 2.04° | (1.62-2.56) | 2.03° | (1.85-2.23) |
| >2 adults | 1 826 | 1.62 | (1.43-1.83) | 1.53 | (1.33-1.75) | 1.57 | (1.02-2.41) | 1.52 | (1.32-1.76) |
| Presence of siblings | 21 746 | ||||||||
| No siblings | 4 100 | 1.00 | - | 1.00 | - | 1.00 | - | 1.00 | - |
| >1 sibling | 1 168 | 1.24 | (1.16-1.32) | 1.22 | (1.14-1.31) | 1.33 | (1.09-1.63) | 1.20 | (1.12-1.30) |
| Foster home | 20 992 | ||||||||
| Living in a foster home | 20 752 | 1.00 | - | 1.00 | - | 1.00 | - | 1.00 | - |
| Not in a foster home | 239 | 1.69 | (1.29-2.22) | 1.71 | (1.26-2.32) | 0.68 | (0.20-2.31) | 1.83 | (1.34-2.50) |
| Eating meals as a family | 21 745 | ||||||||
| <1 time a week | 3 755 | 1.00 | - | 1.00 | - | 1.00 | - | 1.00 | - |
| >1 time a week | 17 860 | 2.77 | (2.58-2.98) | 2.90 | (2.67-3.33) | 4.11 | (3.24-5.22) | 2.76 | (2.53-3.01) |
| Family support scale | 21 745 | ||||||||
| Family is not supportive | 4 600 | 1.00 | - | 1.00 | - | 1.00 | - | 1.00 | - |
| Family is supportive | 15 675 | 3.62 | (3.38-3.88) | 4.76 | (4.41-5.13) | 5.35 | (4.27-6.67) | 4.69 | (4.33-5.08) |
| Intersecting Factors | n | OR | (95% CI) | OR | (95% CI) | ssOR | (95% CI) | ssOR | (95% CI) |
|---|---|---|---|---|---|---|---|---|---|
| Bullying | 21 745 | ||||||||
| Has bullied others (past 3mo) | 10 817 | 1.00 | - | 1.00 | - | 1.00 | - | 1.00 | - |
| Has not bullied others (past 3mo) | 10 928 | 2.17 | (2.04-2.33) | 1.64 | (1.52-1.75) | 1.61 | (1.33-1.96) | 1.64 | (1.52-1.75) |
| Risky behavior | 7 255 | ||||||||
| < 12 years old | 4 100 | 1.00 | - | 1.00 | 1.00 | - | 1.00 | ||
| > 12 years old | 1 168 | 1.16 | (1.07-1.26) | 1.44 | (1.32-1.57) | 2.30 | (1.76-3.00) | 1.36 | (1.24-1.49) |
| Physical fights | 21 745 | ||||||||
| In a physical fight (past 3mo) | 14 521 | 1.00 | - | 1.00 | - | 1.00 | - | 1.00 | - |
| Not in a physical fight (past 3 mo) | 7 224 | 2.38 | (2.22-2.50) | 1.60° | (1.49-1.72) | 1.43° | (1.15-1.75) | 1.59° | (1.45-1.69) |
| Dating violence | 7 655 | ||||||||
| Has been violent with a partner | 7 131 | 1.00 | - | 1.00 | - | 1.00 | - | 1.00 | - |
| Has never been violent with a partner | 524 | 1.07 | (1.01-1.14) | 1.28 | (1.37-1.19) | 1.89 | (1.52-2.33) | 1.23 | (1.14-1.32) |
| Electronic devices | 18 168 | ||||||||
| Problematic use | 1 945 | 1.00 | - | 1.00 | - | 1.00 | - | 1.00 | - |
| Non-problematic use | 16 223 | 2.08 | (1.92-2.33) | 2.63 | (2.33-2.86) | 2.22 | (1.64-2.94) | 2.63 | (2.38-2.94) |
| Food insecurity | 21745 | ||||||||
| Food insecure | 682 | 1.00 | - | 1.00 | - | 1.00 | - | 1.00 | - |
| Not food insecure | 20 970 | 3.57 | (3.03-4.16) | 3.46 | (2.91-4.12) | 1.95 | (1.33-2.86) | 3.97 | (3.28-4.81) |
| Peer support | 21745 | ||||||||
| Peers are not supportive | 5 003 | 1.00 | - | 1.00 | 1.00 | - | 1.00 | - | |
| Peers are supportive | 15 290 | 1.39 | (1.30-1.49) | 1.75 | (1.62-1.89) | 1.46 | (1.18-1.82) | 1.79 | (1.65-1.94) |
| Family affluence | 19 054 | ||||||||
| Not well off | 10 715 | 1.00 | - | 1.00 | - | - | - | - | - |
| Average/well off | 8 340 | 3.22 | (2.90-3.58) | 3.22 | (2.90-3.58) | - | - | - | |
| Gender | 21745 | ||||||||
| Female | 11 162 | 1.00 | - | 1.00 | - | 1.00 | - | 1.00 | - |
| Male | 10117 | 1.39 | (1.30-1.47) | 1.50 | (1.40-1.61) | 1.62 | (1.32-1.98) | 1.49 | (1.38-1.61) |
| Intersecting Factors | n | OR | (95% CI) | OR | (95% CI) | ssOR | (95% CI) | ssOR | (95% CI) |
|---|---|---|---|---|---|---|---|---|---|
| Age | 21 745 | ||||||||
| Grades 8-11 | 8 622 | 1.00 | - | 1.00 | - | 1.00 | - | 1.00 | - |
| Grades 5-7 | 13 122 | 1.28 | (1.20-1.37) | 1.56 | (1.45-1.67) | 1.96 | (1.59-2.43) | 1.52 | (1.39-1.64) |
| Bedroom to oneself | 19 481 | ||||||||
| Does not have a bedroom to oneself | 2 467 | 1.00 | - | 1.00 | - | 1.00 | - | 1.00 | - |
| Has a bedroom to oneself | 17 014 | 0.98 | (0.89-1.08)+ | 1.18 | (1.06-1.30) | 1.11 | (0.85-1.45) | 1.19 | (1.06-1.32) |
| Size of home | 19 499 | ||||||||
| Small (<2 bathrooms) | 13 043 | 1.00 | - | 1.00 | - | 1.00 | - | 1.00 | - |
| Large (>2 bathrooms) | 6 456 | 1.16 | (0.77-1.79)+ | 1.23 | (0.78-1.92)+ | 0.65 | (0.22-1.96) | 1.35 | (1.00-2.22) |
| Free time | 19 288 | ||||||||
| No good places to spend free time | 5 611 | 1.00 | - | 1.00 | - | 1.00 | - | 1.00 | - |
| Good places to spend free time | 13 617 | 2.46 | (2.31-2.61) | 1.75 | (1.63-1.88) | 1.63 | (1.33-2.01) | 1.76 | (1.63-1.90) |
| Community Factors | n | OR | (95% CI) | OR | (95% CI) | ssOR | (95% CI) | ssOR | (95% CI) |
|---|---|---|---|---|---|---|---|---|---|
| Social Capital Scale | 18 966 | ||||||||
| Low social capital | 17 821 | 1.00 | - | 1.00 | - | 1.00 | - | 1.00 | - |
| High social capital | 1 145 | 2.24 | (2.08-2.40) | 2.22 | (2.09-2.42) | 2.57 | (2.05-3.22) | 2.14 | (1.97-2.32) |
| Organized activities | 21 745 | ||||||||
| Does not participate | 2 749 | 1.00 | - | 1.00 | - | 1.00 | - | 1.00 | - |
| Participates in ≥1 organized activity | 18 996 | 1.25 | (0.15-1.37) | 1.44 | (1.30-1.59)+ | 1.95 | (1.50-2.51) | 1.37 | (1.23-1.52) |
| Home location | 21 745 | ||||||||
| Urban (>30,000 inhabitants) | 11 931 | 1.00 | - | 1.00 | - | 1.00 | - | 1.00 | - |
| Rural (<30,000 inhabitants) | 9 814 | 1.08 | (1.01-1.14) | 1.05 | (0.98-1.12) | 1.03 | (0.84-1.25)+ | 1.37 | (1.23-1.52) |
[i] CI: confidence interval; OR: odds ratio; ssOR: stratum specific odds ratio. Note: Relative odds of reporting a happy home life are statistically different between the sub-groups in each variable if the OR with its 95% CI for the comparison sub-group do not include 1 (the referent group).
†Models stratified by relative family wealth using a self-reported subjective scale. Perceptions of family wealth range from 1=very well off to 5= not at all well off.
*Individuals who perceive their family as not at all well off or not very well off were categorised as a lower level of family wealth.
** Individuals who perceive their family as average, quite well off or very well off were categorised as average or high level of family wealth.
° aOR value not included within the ssOR range due to stratum cutoff point selection.

Figure 1
Adapted Mandala of Health shaded by mean stratum specific odds ratio for odds of the young person reporting a happy home life across the various health-related variables as compared to a referent group in each area of the model (a=lower self-reported family wealth; b= average or higher self-reported family wealth).