Paper: SSRN 3965339

Abstract

The purpose of this study is to analyze the effect of digital finance, digital marketing and digital payment variables on finance performance. This study uses q

Complexity vs Empirical Score

  • Math Complexity: 1.0/10
  • Empirical Rigor: 3.0/10
  • Quadrant: Philosophers — conceptual discussion, limited math and data

Why this score: The paper applies basic econometric models (OLS, PLS-SEM) with minimal mathematical derivations, and while it uses real survey data and statistical metrics, it lacks code, backtests, or detailed implementation steps for trading strategies.

Research Flowchart

  flowchart TD
  A["Research Goal: Effect of Digital Marketing, Finance, & Payment on Indonesian SMEs Finance Performance"] --> B["Methodology: Quantitative Analysis using Survey Data from Indonesian SMEs"]
  B --> C["Data Inputs: SME Survey Responses<br>on Digital Adoption & Financial Metrics"]
  C --> D["Computational Process:<br>Regression Analysis & Hypothesis Testing"]
  D --> E["Key Finding: Digital Finance, Marketing, & Payment<br>Significantly Improve Finance Performance"]
  E --> F["Outcome: Recommendation for SMEs to<br>Adopt Financial Technology for Growth"]