Skill UI

A comprehensive guide designed to help researchers rigorously assess whether their academic manuscript’s core causality relies on international or open-economy dimensions. It provides clear criteria and decision trees to determine if a paper is genuinely suited for top-tier world economy journals, or if it should be redirected to specialized domestic economics publications.

Provides a specialized methodology for conducting rigorous heterogeneity analysis, particularly for journals focusing on international economics. It emphasizes using theoretically meaningful dimensions such as exposure intensity, trade type, GVC position, and partner country status, over general domestic divisions. The framework stresses the use of interaction terms and deep theoretical alignment to withstand rigorous peer review.

A comprehensive guide for advanced empirical research in open economies. It outlines best practices for establishing causal inference by anchoring identification strategies in external or institutional shocks (e.g., tariffs, trade agreements, exchange rate reforms). The guide emphasizes modern critiques of standard methods like shift-share and gravity models, providing detailed protocols for DID, Bartik decomposition, and IV estimation to meet top-tier academic journal standards.

This guide provides a highly structured framework for writing literature reviews for top international economics journals. It emphasizes moving beyond merely listing localized findings, focusing instead on establishing a clear dialogue with global academic classics, frontier research (e.g., GVC, global finance), and defining the paper's unique marginal contribution within the international academic lineage.

A comprehensive guide for authors submitting to top-tier journals, detailing how to structure policy implication sections for open economies. It emphasizes shifting the focus from generic domestic policy lists to specific, evidence-based recommendations concerning international mechanisms such as trade tariffs, exchange rate elasticity, capital account management, and global value chains (GVCs).

A comprehensive guide for structuring and writing professional rebuttal letters in academia. It teaches authors how to respond to highly specialized journal reviewer comments (R&R), particularly addressing challenging methodological points common in economics, such as open-economy fit, shift-share inference, and GVC measurement. It emphasizes professional tone, systematic rebuttal structure, and linking changes directly to the revised manuscript.

A comprehensive pre-submission checklist designed for academic authors preparing manuscripts for top-tier journals. It systematically verifies critical details such as footnote conventions, reference formatting, anonymity protocols, word count adherence, and the inclusion of supplementary data/code, ensuring compliance with the journal's most current submission guidelines.

This guide helps researchers elevate vague global trends into rigorous, open-economy causal questions suitable for high-impact journals. It teaches methodology for identifying clear treatments, measuring international exposure (e.g., GVC, trade dependency), and defining precise counterfactuals within a general equilibrium framework.

This advanced analytical skill focuses on rigorously identifying and testing the specific transmission channels through which external shocks affect an economy. Essential for high-impact international economics research, it moves beyond descriptive mechanism narratives by focusing on testable proxies across trade, investment, finance, and expectation channels. It requires advanced econometrics (e.g., mediation analysis, sample splitting) and careful identification strategy to ensure causal claims are robust.

A comprehensive guide detailing how to structure, package, and validate research artifacts for major machine learning conferences like KDD. It covers best practices for creating anonymous, reproducible repositories, handling scale claims, and providing robust evidence for different research tracks (Research, ADS, Datasets).

A comprehensive guide detailing the strategy and structure for author responses to peer reviews (rebuttals) in top-tier academic conferences like KDD. It covers the unique constraints, such as the prohibition of hyperlinks, how to anchor claims using specific coordinates (e.g., "Table 3, column 4"), and structuring responses to address multiple reviewer concerns while targeting the Area Chair's decision.

A comprehensive guide for authors preparing their accepted KDD paper for ACM proceedings. It covers the entire production pipeline, including page budgeting (9 content pages, 3 pages for references/appendix), managing e-rights and TAPS uploads, de-anonymization steps, and ensuring proper Digital Library metadata for final publication.