| Literature DB >> 35564388 |
Md Irteja Islam1,2, Verity Chadwick3, Tuguy Esgin4,5,6, Alexandra Martiniuk1,7,8.
Abstract
Making life better for Indigenous peoples is a global priority. Although bullying and oral health have always been a topic of concern, there is limited information regarding the impact of this problem on the general population, with no evidence in this regard among the Australian Indigenous population. Thus, we aimed to quantify the relationship between bullying victimization and oral health problems by remoteness among 766 Australian Indigenous children aged between 10-15-years using data from the LSIC study. Bivariate and multilevel mixed-effect logistic regression analyses were employed. Findings indicated children self-reported bullying more than parents reported their children were being bullied (44% vs. 33.6%), with a higher percentage from rural/remote areas than urban areas. Parents reported that oral health problems increased the probability (OR 2.20, p < 0.05) of being bullied, in Indigenous children living in urban areas. Racial discrimination, lower level of parental education and poor child oral hygiene increase the risk of bullying victimization. Parental happiness with life and a safe community were associated with a lower risk of bullying. Dental problems are linked with Australian Indigenous children experiencing bullying victimization. Cultural resilience and eliminating discrimination may be two modifiable paths to ameliorating health issues associated with bullying in the Australian Indigenous community.Entities:
Keywords: Australia; bullying; children; indigenous; oral health
Mesh:
Year: 2022 PMID: 35564388 PMCID: PMC9101169 DOI: 10.3390/ijerph19094995
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 4.614
Figure 1Flow diagram showing the selection of samples in the final analysis.
List of variables.
| Variables | Longitudinal Study of Indigenous Children (LSIC) Interview Question Wording or Description | Data Source | Coding for Analysis |
|---|---|---|---|
| Outcome variables | |||
| Bullying victimization | Has the study child been bullied (or treated unfairly) at school (in the previous 12 months)? | Both—parent and child questionnaire | 1 = Yes, 0 = No |
| Remoteness | Australian Statistical Geography Standard (ASGC) Remoteness area 2016 | Both—parent and child questionnaire | 1 = Major cities, 0 = Rural/Remote |
| Main explanatory variables | |||
| Dental problems | Has the study child ever had any of the following problems with (his/her) teeth or gums? Any cavities, holes, or tooth decay Teeth pulled out because of decay Abscesses or inflammation Pain, swelling for more than one week Bleeding gums Accident-causing breakage or loss Overcrowding, needs braces/plate/retainer Any other teeth problems | Parent questionnaire | 1 = Yes, 0 = No |
| Sociodemographic covariates | |||
| Age | Age of study child (in years) | Both—parent and child questionnaire | 1 = ≥13 to 15, 0 = 10 to ≤12 |
| Gender | Gender of the study child | Both—parent and child questionnaire | 1 = Boys, 0 = Girls |
| School grade | In what year/grade is the study child currently enrolled? | Both—parent and child questionnaire | 1 = Yes, 0 = No |
| School type | What kind of school does study child go to? | Parent questionnaire | 2 = Government, 1 = Catholic, 0 = Private |
| Parents’ educational qualification | What was the highest qualification that you have completed? | Parent questionnaire | 2 = Diploma and above, 1 = Certificate III or IV, 0 = Year 12 and below |
| Parents’ employment status | Do you have a job? | Parent questionnaire | 1 = Employed, 0 = Unemployed |
| Parents’ satisfaction with life | How much do you agree or disagree with the following statement? In general, I am happy with how things are for me in my life right now. Note that ‘overall satisfaction with life’ is a direct indicator of SEWB across different populations—children, young people and adults [ | Parent questionnaire | 2 = Unhappy, 1 = Neither, 0 = Happy |
| Community safety | Do you (parent and child asked separately) think where you live/in your community that is safe during the day and at night? | Both—parent and child questionnaire | 1 = Safe, 0 = Unsafe |
| Child oral hygiene practice | How often are study child’s teeth cleaned? | Both—parent and child questionnaire | 1 = Rarely/never, 0 = Once a day or more |
| Family functioning | Do your family get along well with each other? Note that ‘family functioning’ is multi-component factor (includes cohesion, safety at home and perceived parental support), and good family functioning found to be protective against school bullying [ | Both—parent and child questionnaire | 1 = Very good/Good, 0 = Fair/Poor |
| Family experiences racial discrimination | How often does your family experience racism, discrimination, or prejudice? | Both—parent and child questionnaire | 1 = Frequently, 0 = Occasionally/Never |
| Family income | How much money do you usually get from all of your sources of income in total, (including your partner), after deductions are taken out, such as tax, quarantined payments, etc.? | Parent questionnaire | 2 = High ($2000 or more per fortnight), 1 = Medium ($800–$1999 per fortnight), 0 = Low ($0–$799 per fortnight) |
| SEIFA IRSAD quintiles | The SEIFA (Socio-Economic Indexes for Areas) IRSAD (Index of Relative Socio-economic Advantage and Disadvantage) is used to estimate area-level SES. A lowest IRSAD score (Quintile 1, 0–20%) signifies greater disadvantage, as well as a lack of advantages in general and highest IRSAD score (Quintile 5, 80–100%), indicates greater advantages as well as a lack of disadvantage at the area level. | Parent questionnaire | 4 = Q5 (Most advantaged), 3 = Q4, 2 = Q3, 1 = Q2, 0 = Q1 (Most disadvantaged) |
Sample characteristics.
| Total | Major Cities | Rural/Remote | |
|---|---|---|---|
| Total | 766 (100.0) | 250 (32.6) | 516 (67.4) |
| Age (Mean = 12.25, SD = 1.49) | |||
| 10 to ≤12 | 466 (60.8) | 152 (32.6) | 314 (67.4) |
| >12 to 15 | 300 (39.2) | 98 (32.7) | 202 (67.3) |
| Gender | |||
| Boys | 381 (49.7) | 122 (32.0) | 259 (68.0) |
| Girls | 385 (50.3) | 128 (33.3) | 257 (66.7) |
| School Grade | |||
| Grade 4 | 15 (2.0) | 4 (26.7) | 11 (73.3) |
| Grade 5 | 232 (30.3) | 74 (31.9) | 158 (68.1) |
| Grade 6 | 201 (26.2) | 71 (35.3) | 130 (64.7) |
| Grade 7 | 34 (4.4) | 6 (17.7) | 28 (82.3) |
| Grade 8 | 184 (24.0) | 60 (32.6) | 124 (67.4) |
| Grade 9 | 100 (13.1) | 35 (35.0) | 65 (65.0) |
| School type | |||
| Private | 52 (6.8) | 25 (48.1) | 27 (51.9) |
| Catholic | 76 (9.9) | 33 (43.4) | 43 (56.6) |
| Government | 638 (83.3) | 192 (30.1) | 446 (69.9) |
| Parents’ educational qualification | |||
| Year 12 or below | 381 (49.7) | 108 (28.4) | 273 (71.7) |
| Certificate III or IV | 240 (31.3) | 73 (30.4) | 167 (69.6) |
| Diploma or above | 145 (18.9) | 69 (47.6) | 76 (52.4) |
| Parents’ employment status | |||
| Unemployed | 315 (41.1) | 88 (27.9) | 227 (72.1) |
| Employed | 451 (58.9) | 162 (35.9) | 289 (64.1) |
| Parents’ satisfaction with life | |||
| Unhappy | 63 (8.2) | 24 (38.1) | 39 (61.9) |
| Neither | 78 (10.2) | 28 (35.9) | 50 (64.1) |
| Happy | 625 (81.6) | 198 (31.7) | 427 (68.3) |
| Community safety | |||
| Safe | 704 (91.9) | 230 (32.7) | 474 (67.3) |
| Unsafe | 62 (8.1) | 20 (32.3) | 42 (67.7) |
| Child oral hygiene practice | |||
| Once a day or more | 637 (83.2) | 213 (33.4) | 424 (66.6) |
| Rarely or never | 129 (16.8) | 37 (28.7) | 92 (71.3) |
| Family functioning | |||
| Fair/Poor | 20 (2.6) | 6 (30.0) | 14 (70.0) |
| Very good/Good | 746 (97.4) | 244 (32.7) | 502 (67.3) |
| Family experiences racial discrimination | |||
| No | 392 (51.2) | 97 (24.7) | 295 (75.3) |
| Yes | 374 (48.8) | 153 (40.9) | 221 (59.1) |
| Family income | |||
| Low ($0–$799 per fortnight) | 75 (9.8) | 22 (29.3) | 53 (70.7) |
| Medium ($800–$1999 per fortnight) | 348 (45.4) | 97 (27.9) | 251 (72.1) |
| High ($2000 or more per fortnight) | 343 (44.8) | 131 (38.2) | 212 (61.8) |
| SEIFA IRSAD quintiles | |||
| Q1- Most disadvantaged | 371 (48.4) | 91 (24.5) | 280 (75.5) |
| Q2 | 182 (23.8) | 51 (28.0) | 131 (72.0) |
| Q3 | 114 (14.9) | 51 (44.7) | 63 (55.3) |
| Q4 | 65 (8.5) | 34 (52.3) | 31 (47.7) |
| Q5—Most advantaged | 34 (4.4) | 23 (67.7) | 11 (32.3) |
Figure 2Prevalence (%) of dental problem and bullying victimization.
Bivariate associations between explanatory variables and bullying victimization by remoteness—Parent data.
| Bullying Victimization—Parent Data | ||||
|---|---|---|---|---|
| Major Cities ( | Rural/Remote ( | |||
| Dental problems | 0.016 * | 0.050 * | ||
| No | 42 (52.5) | 105 (59.3) | ||
| Yes | 38 (47.5) | 72 (40.7) | ||
| Age | 0.859 | 0.415 | ||
| 10 to ≤12 | 48 (60.0) | 112 (63.3) | ||
| >12 to 15 | 32 (40.0) | 65 (36.7) | ||
| Gender | 0.422 | 0.689 | ||
| Boys | 42 (52.5) | 91 (51.4) | ||
| Girls | 38 (47.5) | 86 (48.6) | ||
| School Grade | 0.931 | 0.629 | ||
| Grade 4 | 1 (1.2) | 2 (1.1) | ||
| Grade 5 | 22 (27.5) | 57 (32.2) | ||
| Grade 6 | 25 (31.3) | 49 (27.7) | ||
| Grade 7 | 1 (1.2) | 7 (4.0) | ||
| Grade 8 | 19 (23.8) | 40 (22.6) | ||
| Grade 9 | 12 (15.0) | 22 (12.4) | ||
| School type | 0.735 | 0.812 | ||
| Private | 9 (11.3) | 10 (5.7) | ||
| Catholic | 12 (15.0) | 13 (7.3) | ||
| Government | 59 (73.7) | 154 (87.0) | ||
| Parents’ educational qualification | 0.872 | 0.061 | ||
| Year 12 or below | 33 (30.6) | 81 (29.7) | ||
| Certificate III or IV | 25 (34.3) | 67 (40.1) | ||
| Diploma or above | 22 (31.9) | 29 (38.2) | ||
| Parents’ employment status | 0.601 | 0.871 | ||
| Unemployed | 30 (37.5) | 77 (43.5) | ||
| Employed | 50 (62.5) | 100 (56.5) | ||
| Parents’ happiness with life | 0.014 * | 0.619 | ||
| Unhappy | 14 (17.5) | 12 (6.8) | ||
| Neither | 9 (11.3) | 20 (11.3) | ||
| Happy | 57 (71.2) | 145 (81.9) | ||
| Community safety | 0.022 * | 0.010 * | ||
| Safe | 69 (86.3) | 155 (87.6) | ||
| Unsafe | 11 (13.7) | 22 (12.4) | ||
| Oral hygiene practice | 0.061 | 0.384 | ||
| Once a day or more | 64 (80.0) | 144 (79.7) | ||
| Rarely or never | 16 (20.0) | 33 (20.3) | ||
| Family functioning | 0.415 | 0.068 | ||
| Fair/Poor | 1 (1.3) | 8 (4.5) | ||
| Very good/Good | 79 (98.7) | 169 (95.5) | ||
| Family experiences racism | <0.001 *** | <0.001 *** | ||
| No | 17 (21.3) | 77 (43.5) | ||
| Yes | 63 (78.8) | 100 (56.5) | ||
| Family income | 0.096 | 0.324 | ||
| Low ($0–$799 per fortnight) | 11 (13.7) | 23 (13.0) | ||
| Medium ($800–$1999 per fortnight) | 33 (41.3) | 85 (48.0) | ||
| High ($2000 or more per fortnight) | 36 (45.0) | 69 (39.0) | ||
| SEIFA IRSAD quintiles | 0.744 | 0.569 | ||
| Q1—Most disadvantaged | 26 (32.5) | 88 (49.7) | ||
| Q2 | 20 (25.0) | 51 (28.8) | ||
| Q3 | 15 (18.7) | 24 (13.6) | ||
| Q4 | 11 (13.8) | 11 (6.2) | ||
| Q5—Most advantaged | 8 (10.0) | 3 (1.7) | ||
Level of significance: p < 0.05 *, p < 0.01 **, p < 0.001 ***.
Bivariate relationship between explanatory variables and bullying victimization by remoteness—Child data.
| Bullying Victimization—Child Data | ||||
|---|---|---|---|---|
| Major Cities ( | Rural/Remote ( | |||
| Dental problems | 0.027 * | 0.054 | ||
| No | 63 (55.7) | 137 (60.4) | ||
| Yes | 50 (44.3) | 90 (39.6) | ||
| Age | <0.001 *** | <0.001 *** | ||
| 10 to £12 | 90 (79.7) | 161 (70.9) | ||
| ≥13 to 15 | 23 (20.3) | 66 (29.1) | ||
| Gender | 0.217 | 0.602 | ||
| Boys | 60 (53.1) | 111 (48.9) | ||
| Girls | 53 (46.9) | 116 (51.1) | ||
| School Grade | 0.080 | 0.110 | ||
| Grade 4 | 0 (0.0) | 4 (1.8) | ||
| Grade 5 | 45 (39.8) | 80 (35.2) | ||
| Grade 6 | 44 (38.9) | 65 (28.6) | ||
| Grade 7 | 2 (1.8) | 14 (6.2) | ||
| Grade 8 | 15 (13.3) | 46 (20.3) | ||
| Grade 9 | 7 (6.2) | 18 (7.9) | ||
| School type | 0.812 | 0.233 | ||
| Private | 10 (8.8) | 8 (3.5) | ||
| Catholic | 16 (14.2) | 17 (7.5) | ||
| Government | 87 (77.0) | 202 (89.0) | ||
| Parents’ educational qualification | 0.762 | 0.010 | ||
| Year 12 or below | 46 (40.7) | 104 (45.8) | ||
| Certificate III or IV | 34 (30.1)) | 88 (38.8) | ||
| Diploma or above | 33 (29.2) | 35 (15.4) | ||
| Parents’ employment status | 0.261 | 0.980 | ||
| Unemployed | 44 (38.9) | 100 (44.1) | ||
| Employed | 69 (61.1) | 127 (55.9) | ||
| Parents’ happiness with life | 0.029 * | 0.203 | ||
| Unhappy | 15 (13.3) | 12 (5.3) | ||
| Neither | 17 (15.0) | 24 (10.6) | ||
| Happy | 81 (71.7) | 191 (84.1) | ||
| Community safety | 0.166 | 0.034 * | ||
| Safe | 101 (89.4) | 202 (89.0) | ||
| Unsafe | 12 (10.6) | 25 (11.0) | ||
| Child oral hygiene practice | 0.648 | 0.015 * | ||
| Once a day or more | 95 (84.1) | 176 (77.5) | ||
| Rarely or never | 18 (15.9) | 51 (22.5) | ||
| Family functioning | 0.057 | 0.646 | ||
| Fair/Poor | 5 (4.4) | 7 (3.1) | ||
| Very good/Good | 108 (95.6) | 220 (96.9) | ||
| Family experiences racism | 0.278 | 0.224 | ||
| No | 48 (42.5) | 123 (54.2) | ||
| Yes | 65 (57.5) | 104 (45.8) | ||
| Family income | 0.842 | 0.684 | ||
| Low ($0–$799 per fortnight) | 10 (8.9) | 26 (11.5) | ||
| Medium ($800–$1999 per fortnight) | 46 (40.7) | 111 (48.9) | ||
| High ($2000 or more per fortnight) | 57 (50.4) | 90 (39.6) | ||
| SEIFA IRSAD quintiles | 0.189 | 0.121 | ||
| Q1—Most disadvantaged | 41 (36.3) | 117 (51.5) | ||
| Q2 | 30 (26.5) | 63 (27.8) | ||
| Q3 | 19 (16.8) | 23 (10.1) | ||
| Q4 | 15 (13.3) | 16 (7.1) | ||
| Q5—Most advantaged | 8 (7.1) | 8 (3.5) | ||
Level of significance: p < 0.05 *, p < 0.01 **, p < 0.001 ***.
Logistic models for bullying victimization.
| Parent Data | Child Data | |||
|---|---|---|---|---|
| Major Cities | Rural/Remote | Major Cities | Rural/Remote | |
| aOR | aOR | aOR | aOR | |
| Dental problems (ref. No) | ||||
| Yes | 2.20 ** (1.20, 4.02) | 1.41 (0.93, 2.14) | 1.57 (0.87, 2.83) | 1.38 (0.94, 2.04) |
| Age (ref. 10 to ≤12 years) | ||||
| ≥13 to 15 | 1.40 (0.76, 2.56) | 0.82 (0.54, 1.24) | 0.19 *** (0.10, 0.36) | 0.42 *** (0.29, 0.62) |
| Parents’ educational qualification (ref. Year 12 or below) | ||||
| Certificate III or IV | 1.44 (0.72, 2.90) | 1.65 * (1.06, 2.57) | 1.09 (0.55, 2.16) | 2.04 ** (1.35, 3.09) |
| Diploma or above | 0.99 (0.48, 2.04) | 1.35 (0.74, 2.45) | 1.18 (0.58, 2.40) | 1.56 (0.90, 2.70) |
| Parents’ happiness with life (ref. Happy) | ||||
| Neither | 0.53 (0.15, 1.83) | 1.54 (0.58, 4.07) | 1.53 (0.41, 5.66) | 2.27 (0.89, 5.76) |
| Unhappy | 0.41 (0.15, 1.10) | 1.24 (0.58, 2.66) | 0.56 (0.21, 1.57) | 2.08 * (0.99, 4.39) |
| Community safety (ref. Safe) | ||||
| Unsafe | 2.67 (0.93, 7.59) | 2.65 ** (1.30, 5.40) | 2.26 (0.77, 6.62) | 2.44 * (1.22, 4.86) |
| Child oral hygiene practice (ref. Once a day or more) | ||||
| Rarely or never | 1.45 (0.63, 3.36) | 1.33 (0.78, 2.27) | 0.73 (0.31, 1.76) | 2.33 ** (1.41, 3.86) |
| Family experiences racial discrimination (ref. No) | ||||
| Yes | 3.27 *** (1.70, 6.29) | 2.39 *** (1.58, 3.63) | 0.69 (0.38, 1.26) | 1.14 (0.78, 1.66) |
aOR = Adjusted odds ratio; CI = confidence interval. Level of significance: p < 0.05 *, p < 0.01 **, p < 0.001 ***.