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.
Methodology for Automated Financial Data Extraction from PDF to Excel
A comprehensive guide to extracting numbers and narratives from PDF financial reports into Excel/CSV formats using AI OCR. The ultimate solution for panel data theses.
A Complete Guide to Collecting Panel Data for Accounting Research
Tactical and methodological steps to collect panel data from publicly listed companies. Covers purposive sampling, data sources, and merging techniques.
The Impact of ESG Disclosure on the Cost of Capital
Literature exploration on the negative relationship between the quality of Environmental, Social, and Governance (ESG) disclosure and the cost of equity and debt.
Tax Avoidance Strategies in Multinational Corporations
An academic review of how companies exploit multinational regulatory loopholes through transfer pricing and thin capitalization to suppress effective tax rates.
Earnings Management in Pre-IPO Companies
Exploration of managerial motivations behind accrual and real earnings management practices preceding an initial public offering, and their long-term performance consequences.
The Role of Big 4 Auditors in Mitigating Information Asymmetry
Examining how Big 4 firms utilize audit quality as a signal to mitigate information asymmetry and agency costs between management and investors.
Political Connection and Its Implications on Firm Value
Investigating the double-edged sword of political connections: whether it brings privileges or triggers inefficiency and resource tunneling.
Board Gender Diversity and Financial Performance
A critical analysis of the role of female directors and commissioners in enhancing meeting dynamics, decision quality, and financial reporting transparency.
The Impact of Green Banking Initiatives on Bank Profitability
Evaluating the trade-off between sustainable financing commitments (ESG) and core bank profitability metrics like Net Interest Margin and Return on Assets.
The Urgency of Corporate Governance (GCG) in Emerging Markets
Tracing why investor protection and GCG mechanisms become vastly more crucial in developing countries to suppress Type II agency problems.