Skill UI

A comprehensive guide for authors submitting manuscripts to the RAND Journal of Economics (RJE). It details how to build a robust, reproducible replication package, focusing on creating a master script, pinning the computational environment, and properly documenting restricted datasets. It specifically addresses RJE's unique policy, which does not mandate formal data or code deposits, while ensuring academic rigor is maintained for reviewers.

This guide details the comprehensive policy for preparing research replication packages for academic journals, especially in finance. It covers structuring code, handling proprietary data (pseudo-datasets, logs), drafting Data Availability Statements, and ensuring full traceability of results for successful publication.

This skill helps researchers evaluate whether their manuscript aligns with the scope and practical orientation of specific academic journals. It provides structural advice, outlines key evidence requirements (e.g., patent quality, data analysis), identifies common rejection pitfalls, and guides the user through official submission checks for highly specialized journals.

This guide provides deep insights into the requirements for publishing in top-tier sociological journals. It emphasizes shifting the focus from mere econometric policy evaluation or variable listing to profound sociological problem consciousness and theoretical dialogue. It guides authors on structuring articles that engage with core social mechanisms, whether using large-scale quantitative datasets or rich qualitative ethnographic material.

A comprehensive strategy guide for submitting academic papers to The World Bank Economic Review (WBER). It teaches researchers how to anticipate and preempt common criticisms from development-economics referees (identification flaws, policy relevance, data quality) and how to structure the cover letter to maximize acceptance chances.

A comprehensive guide for submitting manuscripts to The World Bank Economic Review (WBER). It covers critical pre-submission checks, including adherence to the 40-page limit, single-anonymization rules, required data availability statements with DOIs, and correct formatting (PDF, double-spaced, Times New Roman). Use this checklist before submitting via ManuscriptCentral to ensure your paper meets the journal's strict formatting and policy requirements, minimizing the risk of immediate return.

This guide provides best practices for optimizing the presentation of data exhibits—including tables, figures, and qualitative displays—in development economics manuscripts. It ensures that complex findings are highly legible and actionable for a multidisciplinary, policy-oriented audience, moving beyond simple statistical reporting to communicate clear, impactful narratives.

This guide outlines the mandatory requirements for authors publishing quantitative or mixed-method research in academic journals. It details the process of creating a complete replication package—including raw data, master scripts, seeds, and extensive README documentation—and depositing it in a trusted data repository (like Dataverse). It ensures scholarly rigor by guaranteeing that published findings are fully reproducible and traceable.

This skill allows users to select and implement various compliance-aligned privacy policies (such as HIPAA Safe Harbor, GDPR pseudonymization, and PIPEDA) for robust de-identification. It manages complex policy profiles, ensuring data is masked, redacted, or pseudonymized according to specific legal requirements, while also supporting custom surrogate generators for advanced research needs.

Use openmed.extract_pii to detect and retrieve specific types of Protected Health Information (PHI) or Personally Identifiable Information (PII) spans (names, dates, MRNs, etc.) from clinical text. Unlike deidentification, this function returns the original text and the detected spans, allowing users to audit, preview redactions, normalize labels, or route spans to a custom anonymizer without altering the source data. It is ideal for pre-processing and policy enforcement.

Performs a systematic GDPR compliance audit of a website across 10 sections and a 22-item annex, covering legal notices, cookies, data forms, privacy policy, trackers, and data transfers. Produces a structured report with risk levels, blocking issues, and prioritized recommendations. Suitable for DPOs and compliance practitioners.

Guidance on Banco Central do Brasil regulations: CMN Resolution 4.893/2021 cybersecurity policy, BCB Resolution 85/2021 IT risk management (GRSIC), Open Finance Brazil data sharing and consent, incident response (PARI), outsourcing requirements, and related penalties. Supports compliance review, policy drafting, and regulatory audits for financial institutions.