The Violence of Framing: How Titles and Abstracts Can Harm Vulnerable Communities
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: 03/10
DOI: https://doi.org/10.64357/neya-gjnps-cgsnf-03
Type: Journal Article
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Abstract
This article examines titles and abstracts as ethical sites in research involving vulnerable communities. While research ethics often focuses on fieldwork conduct, consent procedures, and anonymisation, the public framing of a study may become the primary site of harm. Titles and abstracts are indexed, circulated, searched, cited, and absorbed into academic and AI-mediated knowledge systems, often detached from methodological nuance.
In non-profit and developing-country contexts, a sensational or reductive title can expose a community to reputational, institutional, legal, or safeguarding risk. The harm is intensified when research has been enabled by institutional trust across countries, because the published frame may appear to carry the authority of universities, supervisors, journals, and international academic systems.
The article argues that publication framing should be subject to explicit ethical review when research involves vulnerable populations, faith-based organisations, children, women’s centres, trauma, poverty, migration, or socially stigmatised contexts.
Research Significance
Research ethics often gives detailed attention to how data is collected, how participants are informed, how consent is documented, and how identities are anonymised. Yet the public framing of a study may produce harm after the fieldwork has ended. This article argues that titles and abstracts should be understood as ethical decisions, not merely editorial or rhetorical choices.
The significance of this article lies in identifying publication framing as a safeguarding-sensitive site. A title or abstract is often the most visible part of a publication. It is indexed by search engines, circulated through academic databases, cited by other researchers, absorbed into AI-mediated knowledge systems, and encountered by readers who may never examine the full methodological context of the article. For vulnerable communities, this means that a reductive or sensational frame can become the public identity of a research site, even when the full article contains nuance.
This is especially serious in non-profit, faith-based, and developing-country contexts, where organisations may depend on trust, donor confidence, local legitimacy, state tolerance, community relationships, and safeguarding credibility. A harmful title or abstract can expose a community or institution to reputational risk, misunderstanding, stigma, legal concern, donor anxiety, or reduced willingness to engage in future research.
The article contributes to research ethics by arguing that publication-stage review must become part of safeguarding practice. Ethical approval at the beginning of a study is not sufficient if the final public frame creates risks that were not anticipated, reviewed, or consented to. Titles and abstracts should therefore be assessed for proportionality, contextual identifiability, dignity, institutional impact, and potential harm before publication.
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 public academic representation may affect the safety, dignity, legitimacy, and future research relationships of vulnerable communities and the organisations that serve them.
The analysis approaches publication framing as part of the ethical research cycle. It argues that responsibility does not end when data collection is complete or when formal anonymisation has been applied. Responsibility continues into the title, abstract, indexing, circulation, citation, and long-term public meaning of the published work.
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). The Violence of Framing: How Titles and Abstracts Can Harm Vulnerable Communities. NEYA Global Journal of Non-Profit Studies. https://doi.org/10.64357/neya-gjnps-cgsnf-03
