Data · dataset · 2026
Oil market narratives and their economic effect
Listed in ZivaHub and Deakin Research Online and DMU Figshare — shown once because both records carry DOI 10.17034/32637714.v1
This thesis investigates the economic importance of oil narratives in affecting financial markets over the period 1984 to 2018.
Description
Over this period oil narratives are of particular interest due to geopolitical events that are communicated through media and influencing the oil market. Over 100,000 oil-related articles from Wall Street Journal and New York Times are collected and narratives are identified using natural language processing (NLP) techniques.
The identified narratives are then incorporated into models with different financial markets variables, mainly oil market returns, stock return and risk, and renewable energy company returns along with oil shocks. My main findings show that narratives of oil market news have a significant impact on financial markets. Geopolitical narratives, however, have the greatest economic impact on all three markets in terms of statistical significance and the size of coefficients.
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This supports Shiller’s (2017) suggestion that narratives with investors interest are relevant to economic fluctuation. I find that negative geopolitical narratives and geopolitical narratives coverage impact oil returns positively. Analysis shows that the reaction is immediate and does not reverse the following days.
This impact is indeed on average larger in magnitude during geopolitical events. I also find oil narratives’ impact extends beyond the oil market as there is a significant robust relationship between oil media narratives and both the overall stock risk and returns, and renewable energy companies’ returns. The impact of oil narratives on renewable energy stock returns is significant only when associated with oil shocks that are caused by concerns in the shortfall of oil supply due to geopolitical events.
These findings serve as evidence for Shiller’s hypothesis that media can hype the market through spreading narratives to all the market’s investors during state of economic uncertainty such as an oil shock.<br>
Links
Where it is published
- DOI doi.org/10.17034/32637714.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
- Behavioural economics · Behavioural economics · Behavioural economics · Computer Science & AI · Computer Science & AI · Computer Science & AI · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Economics & Finance · Economics & Finance · Economics & Finance · Energy · Energy · Energy · Humanities · Humanities · Humanities · Natural language processing · Natural language processing · Natural language processing · Psychology & Behavioral Science · Psychology & Behavioral Science · Psychology & Behavioral Science
Provenance · 3 source records, 28 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ZivaHub | oai:figshare.com:article/32637714 | 6 d ago | JSON v1 |
| Deakin Research Online | oai:figshare.com:article/32637714 | 6 d ago | JSON v1 |
| DMU Figshare | oai:figshare.com:article/32637714 | 6 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[field].anzsrc:field:380102 | mapping · zivahub uct ac za | vocabulary-mapper@1.0.0 | keywords['Behavioural economics'] |
| concepts[field].anzsrc:field:380102 | mapping · figshare dmu ac uk | vocabulary-mapper@1.0.0 | keywords['Behavioural economics'] |
| concepts[field].anzsrc:field:380102 | mapping · dro deakin edu au | vocabulary-mapper@1.0.0 | keywords['Behavioural economics'] |
| concepts[field].anzsrc:field:460208 | mapping · zivahub uct ac za | vocabulary-mapper@1.0.0 | keywords['natural language processing'] |
| concepts[field].anzsrc:field:460208 | mapping · dro deakin edu au | vocabulary-mapper@1.0.0 | keywords['natural language processing'] |
| concepts[field].anzsrc:field:460208 | mapping · figshare dmu ac uk | vocabulary-mapper@1.0.0 | keywords['natural language processing'] |
| concepts[field].local:field:computer-science-ai | mapping · dro deakin edu au | connector:dro_deakin_edu_au@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · figshare dmu ac uk | connector:figshare_dmu_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare dmu ac uk | connector:figshare_dmu_ac_uk@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 · dro deakin edu au | connector:dro_deakin_edu_au@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 · dro deakin edu au | connector:dro_deakin_edu_au@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · figshare dmu ac uk | connector:figshare_dmu_ac_uk@1.0.0 | |
| concepts[field].local:field:energy | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:energy | mapping · dro deakin edu au | connector:dro_deakin_edu_au@1.0.0 | |
| concepts[field].local:field:energy | mapping · figshare dmu ac uk | connector:figshare_dmu_ac_uk@1.0.0 | |
| concepts[field].local:field:humanities | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:humanities | mapping · dro deakin edu au | connector:dro_deakin_edu_au@1.0.0 | |
| concepts[field].local:field:humanities | mapping · figshare dmu ac uk | connector:figshare_dmu_ac_uk@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · dro deakin edu au | connector:dro_deakin_edu_au@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · figshare dmu ac uk | connector:figshare_dmu_ac_uk@1.0.0 | |
| description | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/description |
| license_text | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| 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 |