Skip to main content

Transparency

Evidence and review status

This page contains AI-generated content. No human content review or subject-matter-expert review is recorded.

Source basis
Downloaded PDF
AI-generated page content
Yes
Automated checks
Passed
Administrative approval
Yes
Human content review
Not recorded
Subject-matter-expert review
Not recorded
How this was prepared
Source basis

RSRC downloaded and privately stored a copy of the paper for internal analysis. The PDF is not offered to viewers from this page.

  • PDF added to RSRC:
AI-generated page content

AI-generated research notes displayed on this page: Synopsis, Identified gaps, Methods, Limitations, Future work. The paper itself is not described as AI-generated.

  • Document analysis recorded:
  • Page record updated:
Automated checks

The current, source-bound synopsis passed the recorded versioned publication checks.

  • Checks completed:
View passed checks (3)
  • Length, completeness, repetition, refusal, boilerplate, and active-markup screening
  • Numerical claims checked against the available source text
  • English-source lexical grounding check
Administrative approval

The record is approved for public display, but a complete historical administrator action is not recorded.

Human content review

No human review is recorded for the AI-generated content displayed on this page.

Subject-matter-expert review

RSRC has not recorded review of this content by a subject-matter or methods expert.

Review-state definitions
Found a possible error? Request a correction.

Synopsis

The article synthesised three qualitative studies: 200 posts from a public online support site, 20 in-depth victim interviews lasting 3-5 hours, and a two-hour interview with a UK Serious Organised Crime Agency officer. It compared financial and non-financial victims' accounts with the officer's experience to derive scam stages and trajectories. The study identified five scam stages and four Stage 3 money-request trajectories. Scams began with an attractive profile, followed by grooming, and all identified Stage 3 variations involved requests for money. The analysis is qualitative and based on self-described victims from a public support site, 20 interviewees, and one law-enforcement expert, limiting representativeness.

Identified Gaps

The paper identifies a lack of detailed research mapping the anatomy of online dating romance scams. Earlier work is described as only sketching or providing a basic summary. It also notes broader scarcity of research on mass-marketing frauds other than Nigerian advance-fee fraud.

Methods

The article synthesised three qualitative studies: 200 posts from a public online support site, 20 in-depth victim interviews lasting 3–5 hours, and a two-hour interview with a UK Serious Organised Crime Agency officer. It compared financial and non-financial victims’ accounts with the officer’s experience to derive scam stages and trajectories. Themes mentioned by fewer than 10% of participants were excluded from results.

Limitations

The analysis is qualitative and based on self-described victims from a public support site, 20 interviewees, and one law-enforcement expert, limiting representativeness. Participants were predominantly UK residents and the reported results focus solely on the scam’s anatomy, despite the wider studies addressing victim profiles, persuasion, and psychological impact. Excluding themes reported by fewer than 10% may omit less common tactics or experiences.

Future Work

Test whether other mass-marketing frauds share the relationship-building and money-request trajectories identified here. Evaluate whether stage-based warnings, early in-person-meeting advice, and practitioner training help prevent losses or improve victim support.

See how this publication connects to RSRC's living evidence syntheses through current citations and research-topic mapping.