Skip to main content
All research topics

Prevention and Intervention

247 approved publications in the Library, including 2 datasets.

Each count opens the matching Library records. Classifications can overlap; they count publications, not unique studies, participants, or proven interventions. “Not classified” means that detail has no recognized label in the catalog.

Research Insight Published

What can romance-scam prevention achieve?

Participants rated a romance-scam learning tool favorably, and monitored transfers decreased after warning letters. These findings show how people rated a tool and how payments changed after contact—not that either approach prevented financial loss.

6 min read 10 sources cited in this explanation

Publication types

Format describes the record. It is not a quality score. Datasets are available for discovery, not Insight synthesis.

What do these research terms mean?
Preprint
A manuscript shared before formal peer review and publication. Check whether a later published version is available.
Dataset
A collection of data or examples for others to inspect or reuse. It can appear in Library search and topic mapping, but RSRC does not use dataset records as evidence in Research Insights.
Dissertation or thesis
Research submitted for an academic degree. This describes its format, not its reliability.
Journal article
An article published in a journal. This label alone does not establish peer review, study quality, or how well the findings apply elsewhere.

Definitions draw on DataCite resource types; Cochrane review methods; NLM: association and causation. RSRC’s dataset and classification rules are explained in our methodology.

Publication types among 247 approved publications
ClassificationPublications
Journal Article203
Book Chapter16
Proceedings Article15
Book3
Conference Paper3
Not classified2
Dataset2
Preprint1
Article1
Dissertation1

Research methods

A publication may appear in more than one row.

What do these research terms mean?
Qualitative research
Examines experiences, meanings, or processes, often through interviews or observations. It can explain how something happens without estimating how common it is.
Quantitative research
Uses numerical measurements to describe patterns or test relationships. A relationship between two measurements does not by itself show that one causes the other.
Systematic review
Uses a planned, documented method to find and assess research addressing a question. Its conclusions still depend on the included studies and what the search covered.
Meta-analysis
Statistically combines results from multiple studies. Combining studies does not remove weaknesses in their design or make unlike populations interchangeable.
Not classified
This record has no recognized label in this filter. It does not mean the publication used no method, or that no research exists.

Definitions draw on DataCite resource types; Cochrane review methods; NLM: association and causation. RSRC’s dataset and classification rules are explained in our methodology.

Research methods among 247 approved publications
ClassificationPublications
Interviews75
Thematic Analysis69
Literature Review64
Qualitative Research57
Sampling and Recruitment44
Qualitative Coding44
Surveys and Questionnaires38
Statistical Analysis34
Case Studies29
Document and Case-File Analysis28
Content Analysis24
Legal Analysis22
Conceptual and Theoretical Analysis21
Secondary Data Analysis20
Regression Analysis19
Computational and Text Analysis18
Not classified15
Quantitative Research14
Mixed Methods13
Experiments9
Comparative Analysis9
Systematic Review8
Crime Script Analysis7
Phenomenology7
Scoping Review7
Discourse and Conversation Analysis6
Ethnography and Observation5
Focus Groups5

Groups studied

A publication may appear in more than one row.

What do these research terms mean?
Groups studied
People or groups described in the research, where recorded. One publication can have several labels. Missing labels are a catalog limitation, not evidence that a group has never been studied.

Definitions draw on DataCite resource types; Cochrane review methods; NLM: association and causation. RSRC’s dataset and classification rules are explained in our methodology.

Groups studied among 247 approved publications
ClassificationPublications
Romance Scam Victims and Survivors133
Fraud and Scam Victims115
Offenders and Scammers71
Online Dating Users66
Women43
Social Media and Online Platform Users38
Older Adults35
Law-Enforcement Personnel27
Men16
Not classified15
General Public14
Young People13
Pig-Butchering Scam Victims12
Potential Victims and Targets11
Family Members and Friends9
Students9
General Online Users8
LGBTQ+ People7
Service Providers and Clinicians6
People with Acquired Brain Injury4
Trafficked Scam Workers4
Legal and Judicial Professionals3

Recorded geographic focus

Recorded study focus, not authors’ addresses. Unrecorded geography does not mean worldwide coverage.

Recorded geographic focus among 247 approved publications
ClassificationPublications
Global42
United States37
United Kingdom36
Australia33
Indonesia15
China14
Malaysia12
Nigeria8
Ghana6
South Korea4
Poland3
Netherlands3
Not classified3
Japan2
Germany2
India2
Canada2
Italy2
Czech Republic2
Hong Kong2
Latvia1
Portugal1
Taiwan1
Bangladesh1
Hungary1
Switzerland1
Turkey1
Brazil1
Ireland1
Ecuador1
Finland1
Spain1
Norway1
Philippines1
Malta1
Iran1
Pakistan1

Coverage reflects RSRC’s approved records and current classifications. Several publications may use the same underlying data. Source notices remain visible on publication records. Read the methodology before using these counts to plan research.