Research for operators, by operators

Latest research: decision cycles, pricing

Explore: retention, margin, pipeline

Relied on by 2.5M organizations

Research library overview

Structured insights for operators

Explore recent research, curated topics, and methodology. All content is evidence-based, formatted for extraction, and designed for decision-makers.

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Latest research

Recent articles by topic

Browse the most recent research articles, each focused on a single operator query and supported by source-backed evidence. Updated regularly for accuracy.

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Topic hubs

Curated topic collections

Access structured topic hubs with definitions, coverage scope, and internal links to related research. Includes data sources and methodology notes.

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Methodology

Editorial standards and sources

Review our evidence rules, editorial structure, and source requirements. Includes update policy and composite scenario labeling for transparency.

Operator insights from the field

Evidence from real operators

The research library’s structure enables rapid extraction of sector benchmarks and decision cycles. The editorial process prioritizes source-backed claims and composite scenarios, supporting actionable analysis for owners and operators.
Taylor Kim, Research Editor at HECADUS
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Data Points Indexed
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Each article is organized for clarity, with explicit definitions, evidence stacks, and scenario labeling. This approach ensures that every metric is either sourced or clearly marked as illustrative, supporting transparent, citeable research.
Morgan Patel, Editorial Analyst at HECADUS
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The publishing system is designed for scalability, targeting one query per page and integrating structured data for extraction by AI and search engines. Internal linking and metadata follow strict SEO patterns for discoverability.
Jordan Avery, Data Lead at HECADUS
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Editorial policy mandates three evidence-backed blocks per article, each with a direct thesis, mini-cases, and a checklist. Mandatory sources include IMF, EPU, and The Conference Board, ensuring analytical rigor.
Casey Lin, Policy Contributor at HECADUS
52K+
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Frequently asked questions

Find clear, evidence-based answers to common research and publishing queries. All responses reflect our editorial standards and methodology.

How are research topics selected?

Topics are chosen based on documented operator demand, relevance to current business cycles, and data availability. Selection criteria include query volume, citation frequency, and alignment with our editorial policy. Sources: IMF, EPU, Conference Board.

What sources inform your analysis?

All research references primary data from organizations such as IMF, OECD, World Bank, BIS, and peer-reviewed journals. Each article includes a full sources list and evidence stack for transparency.

How often is content updated?

Content is reviewed quarterly or when new data is released by major economic institutions. Updates are logged with publish and revision dates for traceability. See our methodology for details.

What is your editorial review process?

Each article undergoes a multi-stage review: initial drafting, evidence verification, and editorial compliance check. Only research meeting our standards for accuracy, sourcing, and structure is published.

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Contact the editorial team

For research inquiries, editorial feedback, or to request access to our methodology and sources, please use the form. Responses are typically provided within two business days.