Colonial researchers consistently refused to learn from or acknowledge expertise in any domain, instead relying entirely on observation and European knowledge systems

While being falsely viewed as intellectually inferior and positioned at the 'lowest' stage of human development, extensive and sophisticated knowledge was simultaneously exploited by researchers for academic advancement

Knowledge was extensively documented in detailed field notes and journals but was never published or shared with the broader scientific community or public

Knowledge was publicly respected and celebrated in colonial society and government reports but was never actually recorded or preserved for future generations

Different paradigms reflect different ontologies and epistemologies; recognising this helps researchers respect that First Peoples have distinct knowledge systems and ways of understanding reality that differ from Western approaches

Research paradigms are primarily administrative categories used by universities to organise research projects into different departments and funding streams

It allows researchers to choose the most cost-effective methods for data collection and ensures research projects stay within allocated budgets and timelines

Understanding paradigms ensures that all research with First Peoples uses quantitative methods, which are considered more objective and scientifically rigorous than qualitative approaches

Agree to share the findings with the community before publication and incorporate their feedback where possible, while explaining that the research ethics committee approval means the study meets ethical standards for publication

Arrange a meeting with the community council to discuss their concerns, provide education about the peer-review process and scientific standards, and negotiate a compromise that balances community concerns with research integrity

Acknowledge the community's right to control their data, collaborate with the council to review findings, respect their decisions about what should be published, and recognise their authority over the data

Work with the community to review the findings and offer to remove any identifying information or aggregate the data further to protect privacy while maintaining the scientific validity of the research

Discussing these concepts is a bureaucratic requirement imposed by ethics committees but doesn't actually affect how research is conducted or its outcomes

Being transparent about these elements is unnecessary because First Peoples are not interested in philosophical frameworks and only care about practical outcomes

Transparency about these foundational elements ensures research is rigorous, makes assumptions visible, and allows First Peoples to assess whether the approach respects knowledge systems and serves needs

These philosophical concepts are only relevant for academic publications and have no practical application in community-based research or healthcare settings

Ways of knowing require formal university education and professional credentials to establish expertise and authority within knowledge systems

Ways of knowing recognise that knowledge is contributed to socially as a collective, occurring through processes including listening, sensing, viewing, observing, exchanging, and sharing

Ways of knowing are assessed through standardised testing protocols and peer-review processes that validate research findings according to academic standards

Ways of knowing prioritise written documentation and archival records as the primary sources of legitimate and authoritative knowledge transmission

Offer financial incentives to encourage participation and demonstrate the tangible benefits of involvement in the research

Proceed with the research using de-identified data from existing health records to avoid the need for direct community participation

Explain that modern research ethics committees ensure these practices no longer occur and encourage participation based on potential health benefits

Acknowledge the community's concerns as legitimate, prioritise community-led decision-making, ensure transparency about the research process, and respect their right to decline participation

Testing protocols required researchers to live within communities for extended periods to understand cultural context before making any assessments about cognitive or social functioning

Intelligence tests designed for European populations were used to assess First Peoples, and when they performed poorly, this was incorrectly interpreted as evidence of inferior intelligence rather than recognising the tests' cultural bias

Tests were administered in multiple First Peoples languages to ensure accurate assessment of cognitive abilities across diverse linguistic groups and cultural contexts

Psychological assessments were co-designed with First Peoples Elders to incorporate traditional knowledge systems and culturally appropriate measures of intelligence and capability

Researchers refused to engage with knowledge systems, viewing them as unscientific and irrelevant to academic pursuits and research objectives

Researchers obtained knowledge about plants, wildlife, land use, and kinship from First Peoples and used it to advance careers, rarely informing communities of findings or ensuring they benefited

Researchers established formal partnerships with communities that included profit-sharing agreements when traditional knowledge led to commercial or scientific breakthroughs

Researchers carefully documented traditional knowledge with permission, ensuring communities retained ownership and received recognition for intellectual contributions to science

First Peoples were studied extensively across multiple disciplines and geographic regions but were systematically excluded from all academic publications and denied authorship or acknowledgment

First Peoples were considered to have both European ancestry and non-European heritage simultaneously, creating confusion in official documentation and census records throughout the colonial period

First Peoples were publicly respected as equals and given positions in universities while simultaneously being subjected to invasive and unethical research practices in institutional settings 

First Peoples were simultaneously dehumanised and viewed as sub-human while extensive and sophisticated knowledge of plants, wildlife, and kinship systems was exploited for academic gain

Independent

Variable: Students' grades;

Dependent

Variable: Sleep quality

Independent

Variable: Students' academic performance;

Dependent

Variable: Number of hours of sleep

Independent

variable : Sleep quality;

Dependent

variable: Students’ grades

Independent Variable: Number of hours of sleep;

Dependent Variable:  Students'

academic performance