1. Introduction
  1.1 Background
  1.2 Research Problem
  1.3 Research Objectives
  1.4 Significance of the Study
  1.5 Research Questions
  1.6 Scope and Limitations

2. Literature Review
  2.1 Conceptual Framework
  2.2 Agricultural Extension Services
  2.3 Mobile Technology in Agriculture
  2.4 Benefits and Challenges of Mobile-based Extension Services
  2.5 Previous Studies on Mobile-based Extension Services
  2.6 Gaps in the Literature

3. Methodology
  3.1 Research Design
  3.2 Sampling Strategy
  3.3 Data Collection Methods
  3.4 Data Analysis Techniques
  3.5 Ethical Considerations

4. Results and Analysis
  4.1 Demographic Characteristics of Farmers
  4.2 Utilization of Mobile-based Extension Services
  4.3 Impact on Farmers' Knowledge
  4.4 Adoption of Agricultural Practices
  4.5 Agricultural Productivity

5. Discussion
  5.1 Effectiveness of Mobile-based Extension Services in Delivering Information
  5.2 Impact on Farmers' Knowledge
  5.3 Adoption of Agricultural Practices
  5.4 Agricultural Productivity
  5.5 Benefits and Challenges of Mobile-based Extension Services
  5.6 Implications for Improving Mobile-based Agricultural Extension Services