SaaS Metrics
Abstract
Today, more than 70 carbon pricing schemes have been implemented around the globe, but their contributions to emissions reductions remains a subject of heated debate in science and policy. Here we assess the effectiveness of carbon pricing in reducing emissions using a rigorous, machine-learning assisted systematic review and meta-analysis. Based on 483 effect sizes extracted from 80 causal ex-post evaluations across 21 carbon pricing schemes, we find that introducing a carbon price has yielded immediate and substantial emission reductions for at least 17 of these policies, despite the low level of prices in most instances. Statistically significant emissions reductions range between –5% to –21% across the schemes (–4% to –15% after correcting for publication bias). Our study highlights critical evidence gaps with regard to dozens of unevaluated carbon pricing schemes and the price elasticity of emissions reductions. More rigorous synthesis of carbon pricing and other climate policies is required across a range of outcomes to advance our understanding of “what works” and accelerate learning on climate solutions in science and policy.
Academic Publication Systematic review and meta-analysis of ex-post evaluations on the effectiveness of carbon pricing
Research Abstract & Technology Focus
AI Semantic Synergy Context
Connecting this academic literature to real-world market discussions and products.
Systematic review and meta-analysis of ex-post evaluations on the effectiveness of carbon pricing
Abstract Today, more than 70 carbon pricing schemes have been implemented around the globe, but their contributions to emissions reductions remains a subject of heated debate in s...
Does Pricing Carbon Mitigate Climate Change? Firm-Level Evidence from the European Union Emissions Trading System
Abstract In theory, market-based regulatory instruments correct market failures at least cost. However, evidence on their efficacy remains scarce. Using administrative data, we estim...
Carbon Emissions Trading and Environmental Protection: International Evidence
We study how the implementation of emissions trading systems (ETSs) impacts emissions reductions and the usage of renewable energy using a panel sample of the largest 100 countries worldwide. Explo...
Global Carbon Budget 2024
Abstract. Accurate assessment of anthropogenic carbon dioxide (CO2) emissions and their redistribution among the atmosphere, ocean, and terrestrial biosphere in a changing climate is critical to be...
Carbon taxes and emission trading systems: Which one is more effective in reducing carbon emissions?—A meta-analysis
No description provided.
Frequently Asked Questions (FAQ)
Curated market intelligence mapped to this research.
What is the core focus of the research titled 'Systematic review and meta-analysis of ex-post evaluations on the effectiveness of carbon pricing'?
This literature focuses on: Abstract Today, more than 70 carbon pricing schemes have been implemented around the globe, but their contributions to emissions reductions remains a subject of heated debate in science and policy. Here we assess the effectivenes...
Are there open-source GitHub repositories related to Systematic review and meta-analysis of ex-post evaluations on the effectiveness of carbon pricing?
Yes, open-source projects like wanshuiyin/Auto-claude-code-research-in-sleep (ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and exper...) are actively building upon these concepts.
Which startups are commercializing the technology behind Systematic review and meta-analysis of ex-post evaluations on the effectiveness of carbon pricing?
Products like Brila are bringing this to market. Their focus is: One-page websites from real Google Maps reviews.
What other academic literature is closely related to 'Systematic review and meta-analysis of ex-post evaluations on the effectiveness of carbon pricing'?
Yes, highly correlated activity was mapped. An entry titled 'Systematic review and meta-analysis of ex-post evaluations on the effectiveness of carbon pricing' discusses this: Abstract Today, more than 70 carbon pricing schemes have been implemented around the globe, but their contributions to emissions ...
Cite this Market Intelligence Report
Reference our AI-mapped synergy between this research and the commercial market to instantly build authority.
Commercial Realization
Startups and Open Source tools heavily associated with the concepts explored in this paper.
-
GitHubwanshuiyin/Auto-claude-code-research-in-sleep
-
GitHubNarcooo/inkos
-
Product HuntBrila
-
Product HuntLaReview