Introduction
Indigenous Australians and basic psychological needs
Drinking to compensate for thwarted needs
Methods
Research ethics
Indigenous involvement
Participants
Materials
Alcohol satisfaction of psychological needs
AUDIT-C
Alcohol consumption
Alcohol dependence
Money spent on alcohol
Data analysis
Results
Participant characteristics
Need satisfaction from consuming alcohol
Inter-correlation matrix (ASPN)
1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | \(\mathrm{M}\) | \(\mathrm{SD}\) | \(\mathrm{Skew}\) | \(\mathrm{Kurtosis}\) | |
---|---|---|---|---|---|---|---|---|---|---|---|---|
1. Belonging | – | 3.04 | 1.43 | 0.19 | 1.83 | |||||||
2. Feel closer | 0.47*** | – | 3.57 | 1.38 | − 0.23 | 2.00 | ||||||
3. Feel competent | 0.43*** | 0.63*** | – | 3.40 | 1.33 | − 0.07 | 2.02 | |||||
4. Feel confident | 0.23*** | 0.36*** | 0.42*** | – | 3.89 | 1.35 | − 0.55 | 2.51 | ||||
5. Can voice opinions | 0.35*** | 0.47*** | 0.54*** | 0.36*** | – | 3.55 | 1.37 | − 0.24 | 2.02 | |||
6. Feel free | 0.35*** | 0.46*** | 0.52*** | 0.53*** | 0.54*** | – | 3.80 | 1.34 | − 0.51 | 2.38 | ||
7. Feel useless | 0.31*** | 0.25*** | 0.22*** | 0.17*** | 0.27*** | 0.21*** | – | 2.98 | 1.35 | 0.27 | 1.99 | |
8. Feel alone | 0.29*** | 0.21*** | 0.24*** | 0.17*** | 0.18*** | 0.21*** | 0.40*** | – | 2.64 | 1.39 | 0.67 | 2.46 |
9. Feel pressured | 0.58*** | 0.25*** | 0.29*** | 0.07 | 0.20*** | 0.21*** | 0.30*** | 0.33*** | 2.40 | 1.37 | 0.99 | 3.04 |
Factor analysis
Determining the number of factors
Exploratory factor analysis
Item | Factor 1 | Factor 2 | Factor 3 |
---|---|---|---|
Belong | 0.32 | 0.72 | 0.21 |
Feel closer | 0.65 | 0.33 | 0.08 |
Feel alone | 0.14 | 0.18 | 0.60 |
Feel competent | 0.72 | 0.29 | 0.10 |
Feel confident | 0.60 | − 0.03 | 0.15 |
Feel useless | 0.17 | 0.19 | 0.55 |
Can voice opinions | 0.65 | 0.16 | 0.16 |
Feel free | 0.70 | 0.11 | 0.18 |
Feel pressured | 0.07 | 0.67 | 0.32 |
Relationships between ASPN factors and outcome variables
1 | 2 | 3 | 4 | 5 | 6 | \(\mathrm{Median}\) | \(\mathrm{IQR}\) | |
---|---|---|---|---|---|---|---|---|
1. Need satisfaction | – | 0.08 | 1.21 | |||||
2. Conformity | 0.14*** | – | − 0.16 | 1.23 | ||||
3. Exclusion | 0.11** | 0.24*** | – | − 0.11 | 0.99 | |||
4. Standard drinks/day | 0.23*** | 0.12** | 0.11** | – | 0.29 | 1.17 | ||
5. Dependence | 0.22*** | 0.28*** | 0.40*** | 0.35*** | – | 0.00 | 3.00 | |
6. AUDIT-C score | 0.24*** | 0.14*** | 0.12** | 0.70*** | 0.40*** | – | 5.00 | 4.00 |
7. Money spent on alcohol | 0.25*** | 0.20*** | 0.12** | 0.48*** | 0.27*** | 0.50*** | 2.00 | 2.00 |
Multivariate regressions
Predictor | Coefficient [95% CI] | SE | \(t\) | \(p\) |
---|---|---|---|---|
Log standard drinks/daya | ||||
Intercept | − 1.38 [− 1.82, − 0.95] | 0.22 | − 6.19 | < 0.001* |
Age | − 0.01 [− 0.02, 0.00] | 0.01 | − 2.32 | 0.021* |
Male | 1.14 [0.84, 1.44] | 0.15 | 7.53 | < 0.001* |
Remote | 0.29 [− 0.29, 0.87] | 0.30 | 0.99 | 0.32 |
Need satisfaction† | 0.48 [0.33, 0.63] | 0.08 | 6.17 | < 0.001* |
Conformity† | 0.15 [− 0.01, 0.31] | 0.08 | 1.88 | 0.061 |
Exclusion† | 0.14 [− 0.01, 0.29] | 0.08 | 1.79 | 0.074 |
Dependence† | ||||
Intercept | − 0.29 [− 0.50, − 0.08] | 0.11 | − 2.72 | 0.007* |
Age | 0.00 [0.00, 0.01] | 0.00 | 1.95 | 0.052 |
Male | 0.20 [0.06, 0.35] | 0.07 | 2.81 | 0.005* |
Remote | 0.16 [− 0.11, 0.44] | 0.14 | 1.16 | 0.25 |
Need satisfaction† | 0.13 [0.06, 0.21] | 0.04 | 3.55 | < 0.001* |
Conformity† | 0.17 [0.10, 0.25] | 0.04 | 4.51 | < 0.001* |
Exclusion† | 0.34 [0.26, 0.41] | 0.04 | 8.98 | < 0.001* |
Predictor | Coefficient [95% CI] | SE | \(t\) | \(p\) |
---|---|---|---|---|
Money spent on alcohol† | ||||
Intercept | 0.02 [− 0.21, 0.24] | 0.11 | 0.15 | 0.88 |
Age | 0.00 [− 0.01, 0.00] | 0.00 | − 1.66 | 0.098 |
Male | 0.21 [0.05, 0.36] | 0.08 | 2.66 | 0.008* |
Remote | 0.59 [0.29, 0.88] | 0.15 | 3.86 | < 0.001* |
Need satisfaction† | 0.18 [0.10, 0.26] | 0.04 | 4.44 | < 0.001* |
Conformity† | 0.13 [0.05, 0.21] | 0.04 | 3.24 | 0.001* |
Exclusion† | 0.05 [− 0.02, 0.13] | 0.04 | 1.35 | 0.18 |
AUDIT-C score | ||||
Intercept | 4.48 [3.87, 5.09] | 0.31 | 14.39 | < 0.001* |
Age | 0.00 [− 0.01, 0.02] | 0.01 | 0.36 | 0.72 |
Male | 1.21 [0.80, 1.63] | 0.21 | 5.74 | < 0.001* |
Remote | 0.14 [− 0.67, 0.95] | 0.41 | 0.35 | 0.73 |
Need satisfaction† | 0.59 [0.38, 0.80] | 0.11 | 5.42 | < 0.001* |
Conformity† | 0.18 [− 0.03, 0.40] | 0.11 | 1.66 | 0.098 |
Exclusion† | 0.17 [− 0.04, 0.39] | 0.11 | 1.57 | 0.12 |