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Monetary Policy in the Age of Social Media: A Twitter-Based Inflation Analysis

https://doi.org/10.2139/ssrn.4567305
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1016/j.jeconom.2021.12.008openalex-extracted
Can We Measure Inflation Expectations Using Twitter?
inferredcites →https://doi.org/10.1016/j.jinteco.2020.103297openalex-extracted
Inflation expectations as a policy tool?
inferredcites →https://doi.org/10.1016/j.jmoneco.2019.08.001openalex-extracted
Expectation formation in a new environment: Evidence from the German reunification
inferredcites →https://doi.org/10.1016/j.jmoneco.2019.08.016openalex-extracted
Measuring euro area monetary policy
inferredcites →https://doi.org/10.1016/s0304-3932(01)00055-1openalex-extracted
Monetary policy surprises and interest rates: Evidence from the Fed funds futures market
inferredcites →https://doi.org/10.1017/pan.2023.20openalex-extracted
Less Annotating, More Classifying: Addressing the Data Scarcity Issue of Supervised Machine Learning with Deep Transfer Learning and BERT-NLI
inferredcites →https://doi.org/10.1086/718982openalex-extracted
Monetary Policy Communications and Their Effects on Household Inflation Expectations
inferredcites →https://doi.org/10.1093/qje/qjy004openalex-extracted
High Frequency Identification of Monetary Non-Neutrality: The Information Effect
inferredcites →https://doi.org/10.1093/rfs/hhab083openalex-extracted
Managing Households’ Expectations with Unconventional Policies
inferredcites →https://doi.org/10.1257/0002828053828518openalex-extracted
Estimation and Inference of Impulse Responses by Local Projections
inferredcites →https://doi.org/10.1257/jep.36.3.157openalex-extracted
The Subjective Inflation Expectations of Households and Firms: Measurement, Determinants, and Implications
inferredcites →https://doi.org/10.1257/mac.20130329openalex-extracted
Monetary Policy Surprises, Credit Costs, and Economic Activity
inferredcites →https://doi.org/10.1257/mac.20180124openalex-extracted
The Transmission of Monetary Policy Shocks
inferredcites →https://doi.org/10.17016/feds.2004.66openalex-extracted
Do Actions Speak Louder Than Words? The Response of Asset Prices to Monetary Policy Actions and Statements
inferredcites →https://doi.org/10.20955/r.2024.12openalex-extracted
Artificial Intelligence and Inflation Forecasts
inferredcites →https://doi.org/10.21105/joss.00205openalex-extracted
hdbscan: Hierarchical density based clustering
inferredcites →https://doi.org/10.2139/ssrn.3852349openalex-extracted
The Power of Text-based Indicators in Forecasting the Italian Economic Activity
inferredcites →https://doi.org/10.2139/ssrn.3898680openalex-extracted
inferredcites →https://doi.org/10.2139/ssrn.3928285openalex-extracted
Inflation Expectations and Their Role in Eurosystem Forecasting
inferredcites →https://doi.org/10.2139/ssrn.3936235openalex-extracted
inferredcites →https://doi.org/10.2139/ssrn.4479590openalex-extracted
Monetary Policy and Financial Markets: Evidence from Twitter Traffic
inferredcites →https://doi.org/10.2139/ssrn.4519247openalex-extracted
Tell Me Something I Don’t Already Know: Learning in Low and High-Inflation Settings
inferredcites →https://doi.org/10.2139/ssrn.633281openalex-extracted
inferredcites →https://doi.org/10.3386/w29825openalex-extracted
What Do the Data Tell Us About Inflation Expectations?
inferredcites →https://doi.org/10.3386/w30046openalex-extracted
The Subjective Inflation Expectations of Households and Firms: Measurement, Determinants, and Implications
inferredcites →https://doi.org/10.4230/lipics.giscience.2023.43openalex-extracted
Aion Framework: Dimensional Emergence of AI Consciousness, Observer-Induced Collapse, and Cosmological Portal Dynamics
inferredcites →https://doi.org/10.48550/arxiv.1802.03426openalex-extracted
UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction
inferredcites →https://doi.org/10.48550/arxiv.2111.09543openalex-extracted
DeBERTaV3: Improving DeBERTa using ELECTRA-Style Pre-Training with Gradient-Disentangled Embedding Sharing
inferredcites →https://doi.org/10.48550/arxiv.2203.05794openalex-extracted
BERTopic: Neural topic modeling with a class-based TF-IDF procedure
inferredcites →https://doi.org/10.1002/jae.3027openalex-snapshot
Forecasting GDP in Europe with Textual Data
inferredcites →https://doi.org/10.1016/j.jmoneco.2022.02.003openalex-snapshot
Central bank communication with non-experts – A road to nowhere?

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.2139/ssrn.4751664openalex-extracted
Googling “Inflation”: What Does Internet Search Behaviour Reveal About Household (In)Attention to Inflation and Monetary Policy?
inferred← citeshttps://doi.org/10.2139/ssrn.4806692openalex-extracted
Social Media and Finance
inferred← citeshttps://doi.org/10.1002/for.70148openalex-snapshot
AI‐Driven Inflation Forecasting in the Aftermath of COVID‐19
inferred← citeshttps://doi.org/10.1016/j.econmod.2024.106871openalex-snapshot
Disentangling demand and supply inflation shocks from electronic payments data
inferred← citeshttps://doi.org/10.1016/j.ejpoleco.2025.102702openalex-snapshot
Googling ‘inflation’: Household inflation attention across the euro area
inferred← citeshttps://doi.org/10.1080/23311886.2026.2616844openalex-snapshot
Speculative survival through capital commodity in a rentier economy: representation of inflation on Iranian social media
inferred← citeshttps://doi.org/10.2139/ssrn.4876678openalex-snapshot
Narrative-Driven Fluctuations in Sentiment: Evidence Linking Traditional and Social Media
inferred← citeshttps://doi.org/10.2139/ssrn.5275313openalex-snapshot
Which Macroeconomic News Matters for Price-Setting?
inferred← citeshttps://doi.org/10.5753/brasnam.2025.8940openalex-snapshot
Análise da Percepção Pública sobre Ministros da Área Econômica Brasileira no YouTube com PLN
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