Colonial Gaze and Western Bias in Developing-Country Research
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: 05/10
DOI: https://doi.org/10.64357/neya-gjnps-cgsnf-05
Type: Journal Article
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Abstract
This article analyses how colonial gaze and Western bias continue to shape research conducted in developing-country contexts. It argues that colonial harm in research does not always appear as explicit domination or disrespect. More often, it appears as confident interpretation: the researcher enters a local community through the language of care, safety, development, or partnership, then translates that community’s lived reality into categories that are more legible, novel, or compelling to Western academic audiences.
The article examines how this process can distort local realities, reduce complex institutions to extractable themes, and place Western interpretive authority above community meaning. In cross-border research, such distortion does not occur only at the level of individual interpretation. It may also be enabled by institutional systems that legitimise external framing without sufficient accountability to local context, safeguarding, or community meaning.
The article calls for ethical frameworks that limit interpretive extraction and require accountability to local contexts before publication.
Research Significance
Research conducted in developing-country contexts is often framed through the language of development, care, empowerment, vulnerability, gender, poverty, migration, security, or social transformation. These themes are legitimate areas of inquiry. However, this article argues that ethical risk emerges when external researchers translate local realities into categories primarily shaped by Western academic interest, theoretical novelty, or institutional legibility.
The significance of this article lies in examining colonial gaze not only as a historical legacy, but as a continuing structure of interpretation. Colonial harm in research does not always appear through openly disrespectful language. It may appear through the confidence with which an external researcher names, explains, classifies, and publishes the meaning of a community whose context is shaped by different cultural, institutional, religious, social, and safeguarding realities.
This article contributes to research ethics by identifying Western interpretive authority as a form of risk in non-profit and community-based fieldwork. When local organisations grant access through trust, partnership, and expectations of protection, the final publication should not convert that access into an externally imposed meaning that the community could not reasonably anticipate or recognise. In such cases, harm may arise not only from what is said, but from who is authorised to define the public meaning of the community.
The article also extends the series’ wider argument that research ethics must move beyond individual consent and anonymisation. In developing-country fieldwork, ethical review must consider power asymmetry, institutional trust, local meaning, safeguarding sensitivity, publication framing, and the wider consequences of Western academic interpretation. This is especially important where research involves vulnerable populations, women’s centres, faith-based organisations, children, trauma, poverty, social stigma, or communities already exposed to external judgement.
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 reflects a concern with how academic interpretation can either protect or distort the meaning of communities whose lives and institutions are already shaped by structural vulnerability, unequal visibility, and external power.
The analysis approaches colonial gaze and Western bias not only as theoretical concepts, but as practical research ethics concerns. It argues that responsible knowledge production requires humility, contextual accountability, safeguarding awareness, and institutional mechanisms that prevent external interpretation from becoming extractive authority.
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). Colonial Gaze and Western Bias in Developing-Country Research. NEYA Global Journal of Non-Profit Studies. https://doi.org/10.64357/neya-gjnps-cgsnf-05
