Table · dataset · 2026
<b>Clean Technology Innovation and Rare Earth Supply: The Moderating Role of Sustainability Uncertainty</b>
Listed in ZivaHub and HKU DataHub and figshare and Loughborough Research Repository and UP Research Data Repository — shown once because both records carry DOI 10.6084/m9.figshare.34024779.v1
<p dir="ltr">The study focuses on that while the rapid expansion of clean technologies is increasing expected demand for rare earth elements (REEs), yet whether advances in clean technology innovation translate into corresponding expansion of upstream REE supply remains insufficiently understood.
Description
This transmission may be particularly sensitive to sustainability-related uncertainty, which can affect investment expectations, project timing, regulatory conditions, and the willingness of producers to expand capital-intensive mineral capacity.
Understanding this relationship is important because the transition toward cleaner technologies depends not only on technological progress and deployment, but also on the availability of the mineral resources required to support that transition.</p><p dir="ltr">Our study addresses this gap by examining whether clean-technology innovation (CTI) is associated with REE mine supply and whether sustainability uncertainty (SUI) conditions this relationship.
Read the rest (3 more)
We construct a composite CTI index from patent activity in electric mobility and wind-energy technologies and examine ten major REE-producing economies over 2000–2023. Clean-technology investment (CLI) is also incorporated as a complementary investment-side determinant. Given the strong cross-sectional dependence and slope heterogeneity identified in the data, we employ dynamic CS-ARDL as the main estimator and Dynamic Common Correlated Effects (DCCE) as a robustness approach.</p><p dir="ltr">The results provide three main insights.
First, clean-technology innovation is positively associated with REE mine supply in both the short and long run, indicating that technological progress in REE-intensive clean-technology sectors is accompanied by stronger upstream supply responses. Second, the interaction between CTI and SUI is negative, showing that higher sustainability uncertainty weakens the supply response associated with clean-technology innovation.
This moderating relationship is evident in the short-run CS-ARDL estimates and receives additional long-run support from the DCCE estimates. The finding helps explain why technological progress does not necessarily translate proportionately into new upstream mineral capacity when producers face greater uncertainty surrounding sustainability-related conditions. Third, clean-technology investment is positively associated with REE supply in the long run, highlighting the complementary role of investment in translating technological opportunities into productive capacity.</p>
Links
Where it is published
- DOI doi.org/10.6084/m9.figshare.34024779.v1 ↗
DOI / persistent id · from zivahub uct ac za
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from zivahub uct ac za
Topics
- From keywords
- Astronomy & Astrophysics · Chemistry · Chemistry · Computer Science & AI · Computer Science & AI · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Economics & Finance · Economics & Finance · Economics & Finance · Economics & Finance · Economics & Finance · Engineering · Engineering · Engineering · Environment and resource economics · Environment and resource economics · Environment and resource economics · Environment and resource economics · Environment and resource economics · Humanities · Humanities · Humanities · Life Sciences · Life Sciences · Life Sciences · Materials Science · Mathematics & Statistics · Medicine & Health · Medicine & Health · Ocean & Atmospheric Science · Psychology & Behavioral Science · Social Science · Social Science · Social Science
Provenance · 5 source records, 43 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ZivaHub | oai:figshare.com:article/34024779 | 12 d ago | JSON v1 |
| HKU DataHub | oai:figshare.com:article/34024779 | 12 d ago | JSON v1 |
| figshare | oai:figshare.com:article/34024779 | 11 d ago | JSON v1 |
| Loughborough Research Repository | oai:figshare.com:article/34024779 | 11 d ago | JSON v1 |
| UP Research Data Repository | oai:figshare.com:article/34024779 | 11 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].anzsrc:field:380105 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Environment and resource economics'] |
| concepts[field].anzsrc:field:380105 | mapping · datahub hku hk | vocabulary-mapper@1.0.0 | keywords['Environment and resource economics'] |
| concepts[field].anzsrc:field:380105 | mapping · researchdata up ac za | vocabulary-mapper@1.0.0 | keywords['Environment and resource economics'] |
| concepts[field].anzsrc:field:380105 | mapping · zivahub uct ac za | vocabulary-mapper@1.0.0 | keywords['Environment and resource economics'] |
| concepts[field].anzsrc:field:380105 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Environment and resource economics'] |
| 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 · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@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:earth-environmental | mapping · researchdata up ac za | connector:researchdata_up_ac_za@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 · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · figshare com | connector:figshare_com@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:engineering | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:engineering | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:engineering | mapping · figshare com | connector:figshare_com@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 · researchdata up ac za | connector:researchdata_up_ac_za@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 · researchdata up ac za | connector:researchdata_up_ac_za@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[field].local:field:social-science | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| description | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/description |
| license | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/rights |
| publication_date | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| title | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/title |