Table · dataset · 2026
<p>LDA generated keywords and suggested themes.</p>
Listed in figshare
<div><p>This paper investigates the representation of drug addiction in Pakistani English print media articles using a topic modelling algorithm known as Latent Dirichlet Allocation.
Description
The data, based on 4,100 articles (2014–2023), were collected from the widely circulated newspaper, The News International. The data were retrieved from the LexisNexis database.
This research employs Grounded Theory, a data-driven approach that generates explanations or theories from the data. The results showed that drug addiction is presented as interconnected themes, placed in a broader social and institutional context. Drug addiction, particularly among youth, is on the rise and is described as a serious concern.
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This multifaceted issue is situated at the intersection of public health, social welfare, criminal activity, and national security. Media representation of the issue highlights law enforcement and emphasizes the importance of public awareness, social responsibility, prevention, and rehabilitation of victims, and policy interventions. The findings reveal that state-centric and enforcement-related narratives dominate the themes of treatment, education, and prevention.
This study, therefore, recommends a more balanced representation that focuses equally on prevention, treatment, and recovery.</p></div>
Links
Where it is published
- DOI doi.org/10.1371/journal.pone.0356760.t001 ↗
DOI / persistent id · from figshare com
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from figshare com
Topics
- From keywords
- Astronomy & Astrophysics · Chemistry · Computer Science & AI · Earth & Environmental Science · Economics & Finance · Engineering · Humanities · Life Sciences · Medicine & Health · Ocean & Atmospheric Science · Psychology & Behavioral Science · Public health · Research, science and technology policy · Social Science
Provenance · 1 source records, 19 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| figshare | oai:figshare.com:article/33814062 | 12 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].anzsrc:field:440710 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Science Policy'] |
| concepts[field].anzsrc:group:4206 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['public health'] |
| concepts[field].local:field:astronomy | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:engineering | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:humanities | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:ocean-atmospheric | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:social-science | mapping · figshare com | connector:figshare_com@1.0.0 | |
| description | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/description |
| license | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/rights |
| publication_date | source · figshare com | connector:figshare_com@1.0.0 | |
| title | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/title |