Table · dataset · 2026
Table 1_Profiles of research waste in randomized clinical trials comparing de-escalation and escalation strategies for breast cancer treatment.doc
Listed in figshare and Loughborough Research Repository — shown once because both records carry DOI 10.3389/fonc.2026.1935566.s001
Background<p>Cancer clinical trials produce a substantial amount of research waste.
Description
The relationship between different study types, such as de-escalation and escalation studies, and research waste has not been studied.</p>Methods<p>This cross-sectional study reviewed phase 2, 3 and 4 randomized clinical trials of breast cancer therapy registered at ClinicalTrials.gov between 2011-2021. Research waste was defined as the presence of one or more of the following three features: nonpublication, inadequate reporting, and design limitations.
Studies were categorized as de-escalation, escalation, or other treatment optimization studies, based on the interventions in the experimental and control groups.</p>Results<p>In total, 240 studies were included, including 15 de-escalation studies, 139 escalation studies, and 86 other treatment-optimization studies. De-escalation studies were more likely to be non-pharmacological (26.7%), national (86.7%), or non-industry-funded (73.3%).
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Escalation studies were more likely to have a palliative intent (71.2%) and a double-blind design (42.4%). Heterogeneity among the three study types was observed across the three components of research waste as well as study discontinuation. Overall, 113 of the 240 studies (47.1%) demonstrated research waste.
After adjusting for study characteristics such as design and discontinuation, escalation studies were independently associated with an increased risk of research waste compared to de-escalation studies (odds ratio, 4.337; 95% confidence interval, 1.165–18.567; P = 0.028).</p>Conclusion<p>A substantial burden of research waste was observed among phase 2 to 4 breast cancer treatment studies. The burden of research waste varied across study types, highlighting the need for tailored strategies to mitigate waste.
Given the limited number of de-escalation studies, these exploratory findings require further validation.</p>
Links
Where it is published
- DOI doi.org/10.3389/fonc.2026.1935566.s001 ↗
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 · Chemistry · Computer Science & AI · Computer Science & AI · Earth & Environmental Science · Earth & Environmental Science · Economics & Finance · Economics & Finance · Engineering · Engineering · Humanities · Humanities · Life Sciences · Life Sciences · Materials Science · Mathematics & Statistics · Medicine & Health · Medicine & Health · Ocean & Atmospheric Science · Psychology & Behavioral Science · Social Science · Social Science
- Inferred from text
- Cancer 75% · Oncology and carcinogenesis 70% · Tabular 65%
Provenance · 2 source records, 31 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| figshare | oai:figshare.com:article/33979423 | 12 d ago | JSON v1 |
| Loughborough Research Repository | oai:figshare.com:article/33979423 | 12 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · figshare com | connector:figshare_com@1.0.0 | |
| concepts[disease].local:disease:cancer | enrichment · figshare com | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[field].anzsrc:group:3211 | enrichment · figshare com | taxonomy-embedding@1.0.0 | title+keywords+description (70%) |
| concepts[field].local:field:astronomy | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@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:computer-science-ai | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@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:engineering | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:humanities | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:humanities | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:materials-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:mathematics-statistics | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@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 · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:social-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[modality].local:modality:tabular | enrichment · figshare com | keyword-concept-rules@1.0.0 | title+description (65%) |
| 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 |