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Text as Data in Environmental Economics and Policy

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Inferred edges come from two machine sources: sweeps of open repository metadata (mostly SSRN and Zenodo), and a bulk OpenAlex citation snapshot. Every row below is labelled with the one it came from. Neither is a complete citation index — absence here is not evidence of absence.

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What this work says

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

inferredcites →https://doi.org/10.1002/eet.1817openalex-snapshot
A semiautomated approach to analyzing polycentricity
inferredcites →https://doi.org/10.1007/s10584-018-2223-1openalex-snapshot
Climate change communication from cities in the USA
inferredcites →https://doi.org/10.1007/s10584-020-02842-yopenalex-snapshot
Public views on carbon taxation and its fairness: a computational-linguistics analysis
inferredcites →https://doi.org/10.1007/s10640-017-0147-2openalex-snapshot
Authorship, Collaboration, Topics, and Research Gaps in Environmental and Resource Economics 1991–2015
inferredcites →https://doi.org/10.1016/j.aos.2009.10.002openalex-snapshot
The language of US corporate environmental disclosure
inferredcites →https://doi.org/10.1016/j.eneco.2018.10.014openalex-snapshot
The impact of Twitter sentiment on renewable energy stocks
inferredcites →https://doi.org/10.1016/j.eneco.2019.104564openalex-snapshot
The dynamic dependence of fossil energy, investor sentiment and renewable energy stock markets
inferredcites →https://doi.org/10.1016/j.jpubeco.2020.104161openalex-snapshot
Temperature and temperament: Evidence from Twitter
inferredcites →https://doi.org/10.1016/j.landusepol.2020.104483openalex-snapshot
Content analysis of resilience in forest fire science and management
inferredcites →https://doi.org/10.1017/psrm.2015.77openalex-snapshot
Estimating Intra-Party Preferences: Comparing Speeches to Votes
inferredcites →https://doi.org/10.1038/nclimate2663openalex-snapshot
Explaining topic prevalence in answers to open-ended survey questions about climate change
inferredcites →https://doi.org/10.1038/nclimate2824openalex-snapshot
Linguistic analysis of IPCC summaries for policymakers and associated coverage
inferredcites →https://doi.org/10.1073/pnas.1509433112openalex-snapshot
Corporate funding and ideological polarization about climate change
inferredcites →https://doi.org/10.1073/pnas.1816541116openalex-snapshot
Rapidly declining remarkability of temperature anomalies may obscure public perception of climate change
inferredcites →https://doi.org/10.1080/1369118x.2016.1218528openalex-snapshot
Social media approaches to modeling wildfire smoke dispersion: spatiotemporal and social scientific investigations
inferredcites →https://doi.org/10.1080/17524032.2019.1643383openalex-snapshot
News Media Coverage of Climate Change in India 1997–2016: Using Automated Content Analysis to Assess Themes and Topics
inferredcites →https://doi.org/10.1093/pan/mpw017openalex-snapshot
Measuring Political Positions from Legislative Speech
inferredcites →https://doi.org/10.1093/reep/rew010openalex-snapshot
Beliefs, Politics, and Environmental Policy
inferredcites →https://doi.org/10.1111/2041-210x.12602openalex-snapshot
Automated content analysis: addressing the big literature challenge in ecology and evolution
inferredcites →https://doi.org/10.1111/ajps.12291openalex-snapshot
Computer‐Assisted Keyword and Document Set Discovery from Unstructured Text
inferredcites →https://doi.org/10.1145/2133806.2133826openalex-snapshot
Probabilistic topic models
inferredcites →https://doi.org/10.1162/rest_a_01398openalex-snapshot
Induced Innovation and International Environmental Agreements: Evidence from the Ozone Regime
inferredcites →https://doi.org/10.1257/jel.20181020openalex-snapshot
Text as Data
inferredcites →https://doi.org/10.1287/orsc.2019.1298openalex-snapshot
Reluctant Disclosure and Transparency: Evidence from Environmental Disclosures
inferredcites →https://doi.org/10.1371/journal.pone.0136092openalex-snapshot
Climate Change Sentiment on Twitter: An Unsolicited Public Opinion Poll
inferredcites →https://doi.org/10.1371/journal.pone.0141185openalex-snapshot
Using Social Media to Detect Outdoor Air Pollution and Monitor Air Quality Index (AQI): A Geo-Targeted Spatiotemporal Analysis Framework with Sina Weibo (Chinese Twitter)
inferredcites →https://doi.org/10.3897/bdj.7.e28737openalex-snapshot
Biodiversity Observations Miner: A web application to unlock primary biodiversity data from published literature

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.4822345openalex-extracted
US-SEC 10-k filings: Are Climate Commitments Commensurate with Performance? Empirical Assessment using Text Mining and Machine Learning Methods
inferred← citeshttps://doi.org/10.1007/s10018-025-00438-3openalex-snapshot
Plastic reduction and firm characteristics: Evidence from (non-) financial information in Japan
inferred← citeshttps://doi.org/10.1007/s10201-025-00826-4openalex-snapshot
Mapping scientific production in the Tocantins–Araguaia Basin in Brazil Central: application of automated content analysis in freshwater studies
inferred← citeshttps://doi.org/10.1016/j.ecolecon.2026.108968openalex-snapshot
Opinions of EU citizens about climate policy in their own words
inferred← citeshttps://doi.org/10.1016/j.eneco.2025.108644openalex-snapshot
Does the European low-carbon policy impact price uncertainty in fossil energy markets?
inferred← citeshttps://doi.org/10.1016/j.jpubeco.2024.105190openalex-snapshot
Heard the news? Environmental policy and clean investments
inferred← citeshttps://doi.org/10.1016/j.jup.2026.102279openalex-snapshot
Institutional reports as risk signals: A text-as-data topic-model measure of electricity-market narratives
inferred← citeshttps://doi.org/10.1016/j.sftr.2025.100610openalex-snapshot
Unveiling the nonlinear impact: Green finance, carbon emission intensity, and digital economy integration
inferred← citeshttps://doi.org/10.1038/s41893-024-01504-6openalex-snapshot
Analysing content of Paris climate pledges with computational linguistics
inferred← citeshttps://doi.org/10.1080/27658511.2024.2424065openalex-snapshot
Leveraging natural language processing to bridge divides in sustainable transitions research
inferred← citeshttps://doi.org/10.1111/joes.12570openalex-snapshot
The many faces of social media in business and economics research: Taking stock of the literature and looking into the future
inferred← citeshttps://doi.org/10.18235/0005304openalex-snapshot
Are We Missing Something When Measuring Citizens' Perceptions of the Extractive Industry?
inferred← citeshttps://doi.org/10.2139/ssrn.5726902openalex-snapshot
The Economics of Climate Innovation: Technology, Climate Policy, and the Clean Energy Transition
inferred← citeshttps://doi.org/10.3389/fclim.2024.1386061openalex-snapshot
Interactions within climate policyscapes: a network analysis of the electricity generation space in the United Kingdom, 1956–2022
inferred← citeshttps://doi.org/10.70675/94cead49z9c3bz4a5azade3z934947c4e368openalex-snapshot
From price stability to climate stabilization ? : the political economy of green central banking
inferred← citeshttps://doi.org/10.70675/addbaed5z0982z47b0za08fz44f5c12668e2openalex-snapshot
Commodity Price Uncertainty : Diffusion and Policy Drivers
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