Strengths-based approaches for quantitative data analysis: A case study using the australian Longitudinal Study of...

Area of Science:

• Public Health
• Quantitative Psychology
• Indigenous Studies

Background:

• Dominant deficit discourse in Indigenous health research overlooks strengths.
• A gap exists in practical applications of strengths-based quantitative methodologies.
• Strengths-based approaches are increasingly advocated internationally and in Australia.

Purpose of the Study:

• To describe and evaluate strategies for strengths-based quantitative analysis.
• To demonstrate practical application using a case study on Indigenous child wellbeing.
• To compare strengths-based approaches with traditional deficit models.

Main Methods:

• Utilized data from Wave 8 (2015) of the Australian Longitudinal Study of Indigenous Children.
• Employed the Protective Factors Approach and the Positive Outcome Approach.
• Compared exposure-outcome associations using Poisson regression with robust variance.

Main Results:

• Strengths-based approaches identified statistically significant exposure-outcome associations, similar to the deficit approach.
• Prevalence ratios and 95% confidence intervals were calculated for comparison.
• The study demonstrated that strengths-based methods can highlight positive associations.

Conclusions:

• Strengths-based quantitative analysis can present a more positive narrative while maintaining statistical validity.
• These approaches better reflect Indigenous community values and principles.
• Strengths-based methods hold greater potential for fostering positive change in Indigenous research compared to pathogenic models.