Blog & Tutorial
Tutorials, guides, and articles about financial data extraction, panel data analysis, and accounting research.
International Accounting Research Trends: CEO Pay Ratio, ESG, and Digital Transformation
Discover popular variables in global accounting research, from ESG disclosures and CEO pay inequity to digital transformation trends in East Asia.
How to Extract Financial Report Data from PDF to Excel Automatically
Complete guide to extracting financial statement data from PDF Annual Reports to Excel/CSV automatically using AI OCR. Perfect for students working on panel data theses.
Complete Guide to Collecting Panel Data for Accounting Thesis
Step-by-step guide to collecting panel data from go-public companies for accounting thesis. Includes data sources, common variables, and data pooling techniques.
The Impact of ESG Disclosure on Cost of Capital
An interesting research idea exploring how Environmental, Social, and Governance (ESG) disclosure reduces a firm's cost of capital.
Why Corporate Governance Matters in Emerging Markets
Exploring why GCG indices are crucial in developing countries to protect minority investors.
Earnings Management in Pre-IPO Companies
Do companies tend to manipulate earnings before going public? Research ideas on accrual and real earnings management.
The Role of Big 4 Auditors in Reducing Information Asymmetry
Examining how audit quality from Big 4 firms affects financial reporting quality and investor trust.
Political Connections and Firm Value
Research ideas on whether politically connected firms hold a competitive advantage or are prone to inefficiency.
How Gender Diversity on Boards Affects Financial Performance
Analyzing the impact of female directors or commissioners on transparency and profitability.
The Effect of Green Banking on Profitability
How far do green finance initiatives and energy efficiency affect Net Interest Margin and ROA?
Tax Avoidance Strategies in Multinational Corporations
How do companies use multinational loopholes to legally minimize their tax burden?