“Why am I always being researched?” This poignant question reflects a deep-seated concern among racially, socially, economically or otherwise marginalized community members—a concern that speaks to power imbalances, privacy violations, and a lack of accountability in the realms of data and research which often extract knowledge in a way that reproduces harm. As FSU Libraries celebrate International Love Data Week, it’s imperative to explore how the concept of data justice can provide answers and solutions by understanding its significance as well as by weaving the concerns of marginalized communities into our discourses on fairness, transparency, inclusivity, and empowerment. In simple terms, data justice is a framework that seeks to rectify historical injustices and promote equitable practices in how data are gathered, stored, processed, and eventually disposed of by upholding ethical research practices that prioritize the rights and dignity of all individuals, particularly those from marginalized communities.
In addressing the concerns of marginalized communities, researchers and the institutions in which they are embedded must prioritize ethical research practices that respect privacy, consent, and autonomy. Typically researchers are trained or provided guidance on obtaining informed consent, protecting sensitive information, and mitigating potential harms associated with data collection and analysis. However, there is only a budding recognition that the humans who are treated as subjects of research should also have “data sovereignty,” or control over what happens to the data collected about them. Thus, data justice calls for inclusivity and diversity in all aspects of research—from data collection to analysis to dissemination.
Central to the principles of data justice is the idea of fostering meaningful engagement and listening to marginalized community members. Researchers must actively seek to involve community members in research initiatives, outreach programs, and knowledge-sharing activities in their study designs. This involves soliciting input from diverse stakeholders, listening to community concerns, and co-creating solutions that address the needs and priorities of those most affected by research endeavors. By fostering collaborative partnerships and centering community voices, we can promote social justice and equity in our data-driven world.
As researchers we must actively work towards dismantling barriers to research participation and representation, ensuring that marginalized voices are truly heard and genuinely respected. This involves collaborating with community organizations, fostering partnerships with various stakeholders, and advocating for equitable representation in academic or bureaucratic spaces. By championing diversity and inclusion, we contribute to the richness and robustness of academic discourse, advancing the principles of data justice within the university ecosystem and beyond.
At the heart of demands for data justice lies a recognition of power imbalances and the need to address systemic injustices in data practices. Researchers have a responsibility to confront these issues head-on, advocating for data sovereignty rights, supporting initiatives that empower marginalized communities, and scrutinizing institutional policies and practices that perpetuate inequities. By challenging existing power structures and promoting participatory decision-making in research, we all can pave the way for a more just and equitable data landscape—one that respects the knowledge, rights, and dignity of all individuals.
As we reflect on this year’s International Love Data Week theme of “That’s My Kind of Data,” let us heed the concerns of marginalized communities over the extractive nature of most research to reaffirm our commitment to data justice through equity and ethics. Through ethical research practices, fostering community engagement, inclusivity and diversity efforts, and addressing power imbalances, FSU researchers can serve as catalysts for positive change in the realm of all things data. By embracing the principles of fairness, transparency, inclusivity, and empowerment, we can uphold the values of data justice and work towards building a future where all individuals are treated with dignity and respect. Now that’s my kind of data.
By: Mila Turner, Social Science Data & Research Librarian