When Access Becomes Extraction: Research Ethics in Vulnerable Community Settings
Author: Dr. Anna Neya Kazanskaia
Publisher: NEYA Global Publishing
Journal: NEYA Global Journal of Non-Profit Studies
Series: When Research Becomes Harm
Series Code: cgsnf
Material: 01/10
DOI: https://doi.org/10.64357/neya-gjnps-cgsnf-01
Type: Journal Article
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Abstract
This article examines the ethical risks that emerge when researchers gain access to vulnerable community settings through the language of partnership, care, development, or empowerment, yet later transform that access into extractive academic output. It argues that access to non-profit, faith-based, and community organisations is not merely logistical permission, but an ethical trust relationship shaped by safeguarding obligations, institutional vulnerability, local authority, and the dignity of the people served.
Access to vulnerable community settings often depends on high-trust relationships between academic institutions, local organisations, national contexts, and systems of protection. When this access is later transformed into harmful or disproportionate publication framing, the damage extends beyond individual participants to the wider architecture of international research trust.
The article distinguishes between data extraction, institutional extraction, and meaning extraction, showing how harm may occur even when consent forms, anonymisation, and formal ethics approval are present. It proposes that research access in vulnerable community settings must be governed by a stronger ethical architecture that protects people, institutions, context, meaning, and future cross-border research relationships throughout the full research cycle.
Research Significance
Research access in vulnerable community settings is often treated as a procedural matter: permission is obtained, consent is collected, data is anonymised, and ethics approval is recorded. This article argues that such a procedural view is insufficient. In non-profit, faith-based, and community-based contexts, access is not merely a technical entry point into a field site. It is a trust relationship.
The significance of this article lies in reframing research access as an ethical, institutional, and international responsibility. Vulnerable communities do not open their doors only to individual researchers. They often open their doors to the perceived authority of universities, research systems, disciplines, funders, and international academic legitimacy. When this access is later used to produce reductive or harmful public framing, the damage may extend beyond the immediate study. It may affect institutional reputation, safeguarding conditions, future partnerships, and the willingness of communities to engage with research again.
This article contributes to research ethics by identifying extraction not only as the taking of data, but also as the taking of institutional trust and community meaning. It introduces a framework for understanding access harm through three related forms: data extraction, institutional extraction, and meaning extraction. This approach is especially relevant for research involving vulnerable populations, women’s centres, children, trauma-affected communities, faith-based organisations, low-resource institutions, and developing-country fieldwork.
The article also supports a broader shift from consent-based ethics toward safeguarding-based research architecture. It argues that ethical research must protect not only individual participants, but also the institutions, meanings, relationships, and systems of trust through which research becomes possible.
Author Positioning
Dr. Anna Neya Kazanskaia’s work is grounded in non-profit knowledge architecture, charitable centre research, digital education implementation, counselling system development, and field-based engagement with vulnerable community settings. Her academic and practical work has focused on how educational, counselling, and organisational systems can be developed and implemented in low-resource and charitable contexts.
This article is informed by the author’s broader research and systems work on non-profit organisations, vulnerable communities, institutional learning, social impact systems, and ethical knowledge production. It forms part of the NEYA Global knowledge architecture and contributes to the development of a safeguarding-oriented framework for responsible research, publication ethics, and international institutional trust.
The analysis does not treat research ethics as a narrow compliance procedure. It approaches research ethics as a living institutional responsibility that must protect people, communities, organisations, context, and meaning throughout the full research cycle.
Series Note
This article is part of the NEYA Global research ethics series “When Research Becomes Harm: Colonial Gaze, Western Bias, and Safeguarding in Non-Profit Fieldwork.” The series examines how research access, consent, terminology, anonymisation, academic novelty, publication framing, institutional ethics systems, and safeguarding affect vulnerable communities and non-profit institutions in developing-country contexts.
It treats research access not as an individual academic opportunity, but as a high-trust institutional relationship across countries, communities, and systems of protection.
Explore the full series →
Suggested Citation
Kazanskaia, A. N. (2026). When Access Becomes Extraction: Research Ethics in Vulnerable Community Settings. NEYA Global Journal of Non-Profit Studies. https://doi.org/10.64357/neya-gjnps-cgsnf-01
