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Record W4412682108 · doi:10.1186/s13031-025-00693-x

‘They were just enjoying love and she was making money’: A qualitative analysis of UN peacekeeper sexual interactions in the Democratic Republic of Congo

2025· article· en· W4412682108 on OpenAlexafffund
Samantha Gray, Sandrine Lusamba, Heather Stuart, Sabine Lee, Susan A. Bartels

Bibliographic record

VenueConflict and Health · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicGender, Security, and Conflict
Canadian institutionsQueen's University
FundersSocial Sciences and Humanities Research Council of CanadaCanada Excellence Research Chairs, Government of Canada
KeywordsDemocracyQualitative researchPublic healthHealth services researchPolitical scienceMedicineGender studiesSociologyPoliticsLawSocial scienceNursing

Abstract

fetched live from OpenAlex

BACKGROUND: Peacekeeper-perpetrated sexual exploitation and abuse (SEA) is widespread. While the United Nation's (UN) zero-tolerance policy prohibits all exploitative and abusive peacekeeper sexual interactions with host community members, its implementation has been criticized for failing to recognize women's agency and survival needs by oversimplifying the complex and dynamic romantic and transactional elements. This study aims to demonstrate that not all sexual interactions between peacekeepers and host community members are equally exploitative or abusive. METHODS: The Democratic Republic of Congo (DRC) was chosen for this study due to its longstanding history of UN peacekeeping operations, documented cases of peacekeeper-perpetrated SEA, and socio-economic and gendered inequalities that contribute to transactional and coercive sexual interactions. To provide evidence that not all sexual interactions between peacekeepers and host community members are equally exploitative and/or abusive and to better understand how local community members perceive these sexual interactions at the intersection of romance and mutually beneficial transactions, we analysed micro-narrative data (n = 1822) from the eastern DRC. RESULTS: Four prominent types of sexual interactions were identified: romantic, transactional sex, sex work, and sexual assault/harassment. The characteristics of the interactions highlighted the influence of structural factors, economic need, and gendered power. Community perceptions around initiation, intermediaries, and beneficiaries varied and were, by construct, at odds with the UN's conceptualization of sexual interactions between their staff and beneficiaries as exploitative and/or abusive due to the power dynamics inherent in such relationships. CONCLUSIONS: The zero-tolerance policy fails to recognize the nuanced range of diverse and dynamic sexual interactions between UN peacekeepers and host community members in the DRC. It is recommended that SEA reporting measures be reconfigured in light of this complexity, and we suggest a non-binary method of measuring the degree of exploitation and abuse. Accepting that sexual interactions between host community members and UN peacekeepers represent varying levels of exploitation and abuse may improve interventions to better prevent and address peacekeeper-perpetrated SEA.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.090
Threshold uncertainty score0.994

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.156
GPT teacher head0.476
Teacher spread0.320 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations1
Published2025
Admission routes2
Has abstractyes

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