Matches in SemOpenAlex for { <https://semopenalex.org/work/W3124515225> ?p ?o ?g. }
Showing items 1 to 84 of
84
with 100 items per page.
- W3124515225 endingPage "A2" @default.
- W3124515225 startingPage "01" @default.
- W3124515225 abstract "This paper demonstrates state-of-the-art text sentiment analysis tools while developing a new time-series measure of economic sentiment derived from economic and financial newspaper articles from January 1980 to April 2015. We compare the predictive accuracy of a large set of sentiment analysis models using a sample of articles that have been rated by humans on a positivity/negativity scale. The results highlight the gains from combining existing lexicons and from accounting for negation. We also generate our own sentiment-scoring model, which includes a new lexicon built specifically to capture the sentiment in economic news articles. This model is shown to have better predictive accuracy than existing, “off-the-shelf”, models. Lastly, we provide two applications to the economic research on sentiment. First, we show that daily news sentiment is predictive of movements of survey-based measures of consumer sentiment. Second, motivated by Barsky and Sims (2012), we estimate the impulse responses of macroeconomic variables to sentiment shocks, finding that positive sentiment shocks increase consumption, output, and interest rates and dampen inflation." @default.
- W3124515225 created "2021-02-01" @default.
- W3124515225 creator A5021345648 @default.
- W3124515225 creator A5070212885 @default.
- W3124515225 creator A5080257498 @default.
- W3124515225 date "2017-01-04" @default.
- W3124515225 modified "2023-10-02" @default.
- W3124515225 title "Measuring News Sentiment" @default.
- W3124515225 doi "https://doi.org/10.24148/erwp2017-01" @default.
- W3124515225 hasPublicationYear "2017" @default.
- W3124515225 type Work @default.
- W3124515225 sameAs 3124515225 @default.
- W3124515225 citedByCount "4" @default.
- W3124515225 countsByYear W31245152252018 @default.
- W3124515225 countsByYear W31245152252019 @default.
- W3124515225 countsByYear W31245152252020 @default.
- W3124515225 countsByYear W31245152252021 @default.
- W3124515225 crossrefType "journal-article" @default.
- W3124515225 hasAuthorship W3124515225A5021345648 @default.
- W3124515225 hasAuthorship W3124515225A5070212885 @default.
- W3124515225 hasAuthorship W3124515225A5080257498 @default.
- W3124515225 hasBestOaLocation W31245152251 @default.
- W3124515225 hasConcept C112698675 @default.
- W3124515225 hasConcept C121332964 @default.
- W3124515225 hasConcept C139719470 @default.
- W3124515225 hasConcept C144133560 @default.
- W3124515225 hasConcept C149782125 @default.
- W3124515225 hasConcept C154945302 @default.
- W3124515225 hasConcept C162324750 @default.
- W3124515225 hasConcept C199360897 @default.
- W3124515225 hasConcept C200941418 @default.
- W3124515225 hasConcept C201280247 @default.
- W3124515225 hasConcept C2185349 @default.
- W3124515225 hasConcept C2778121359 @default.
- W3124515225 hasConcept C33332235 @default.
- W3124515225 hasConcept C41008148 @default.
- W3124515225 hasConcept C66402592 @default.
- W3124515225 hasConcept C96405632 @default.
- W3124515225 hasConceptScore W3124515225C112698675 @default.
- W3124515225 hasConceptScore W3124515225C121332964 @default.
- W3124515225 hasConceptScore W3124515225C139719470 @default.
- W3124515225 hasConceptScore W3124515225C144133560 @default.
- W3124515225 hasConceptScore W3124515225C149782125 @default.
- W3124515225 hasConceptScore W3124515225C154945302 @default.
- W3124515225 hasConceptScore W3124515225C162324750 @default.
- W3124515225 hasConceptScore W3124515225C199360897 @default.
- W3124515225 hasConceptScore W3124515225C200941418 @default.
- W3124515225 hasConceptScore W3124515225C201280247 @default.
- W3124515225 hasConceptScore W3124515225C2185349 @default.
- W3124515225 hasConceptScore W3124515225C2778121359 @default.
- W3124515225 hasConceptScore W3124515225C33332235 @default.
- W3124515225 hasConceptScore W3124515225C41008148 @default.
- W3124515225 hasConceptScore W3124515225C66402592 @default.
- W3124515225 hasConceptScore W3124515225C96405632 @default.
- W3124515225 hasLocation W31245152251 @default.
- W3124515225 hasLocation W31245152252 @default.
- W3124515225 hasOpenAccess W3124515225 @default.
- W3124515225 hasPrimaryLocation W31245152251 @default.
- W3124515225 hasRelatedWork W128944317 @default.
- W3124515225 hasRelatedWork W1602513566 @default.
- W3124515225 hasRelatedWork W1754377920 @default.
- W3124515225 hasRelatedWork W2185385890 @default.
- W3124515225 hasRelatedWork W2460593539 @default.
- W3124515225 hasRelatedWork W2573834115 @default.
- W3124515225 hasRelatedWork W2763971704 @default.
- W3124515225 hasRelatedWork W2791271870 @default.
- W3124515225 hasRelatedWork W2910997262 @default.
- W3124515225 hasRelatedWork W3122291355 @default.
- W3124515225 hasRelatedWork W3122714195 @default.
- W3124515225 hasRelatedWork W3122937190 @default.
- W3124515225 hasRelatedWork W3124784013 @default.
- W3124515225 hasRelatedWork W3125025305 @default.
- W3124515225 hasRelatedWork W3125115670 @default.
- W3124515225 hasRelatedWork W3175485275 @default.
- W3124515225 hasRelatedWork W3175823271 @default.
- W3124515225 hasRelatedWork W3179213027 @default.
- W3124515225 hasRelatedWork W3208404603 @default.
- W3124515225 hasRelatedWork W3122818934 @default.
- W3124515225 isParatext "false" @default.
- W3124515225 isRetracted "false" @default.
- W3124515225 magId "3124515225" @default.
- W3124515225 workType "article" @default.