Research Methodology Framework
Transparent, rigorous methodological standards for dating and relationship research
Last Updated: December 2024
4
Phase Framework
Systematic research approach
6+
Validation Steps
Quality assurance checks
100%
Transparency
Open methodology
IRB
Ethical Review
Independent approval
Methodological Philosophy
Our research follows a 4-phase framework designed to ensure scientific rigor, ethical compliance, and practical relevance in dating and relationship studies. We combine quantitative and qualitative methods with transparent reporting standards.
Transparency
All methodologies are fully documented and available for peer review
Reproducibility
Studies can be independently verified using our published protocols
Ethical Integrity
All research complies with international ethical standards
Practical Relevance
Findings are grounded in real-world dating experiences
4-Phase Research Framework
Systematic approach from hypothesis formulation to publication and replication
Design & Protocol Development
Formulating research questions, designing study protocols, and obtaining ethical approval.
Data Collection & Validation
Implementing rigorous data collection methods with continuous quality validation.
Analysis & Interpretation
Applying statistical and qualitative analysis with multiple validation checks.
Publication & Replication
Transparent reporting and supporting independent replication studies.
Research Methods
Quantitative Methods
- Large-scale surveys (1,000–5,000 participants)
- Statistical analysis of behavioral data
- Longitudinal tracking studies
- Regression and correlation analysis
Qualitative Methods
- In-depth interviews (45–90 minutes)
- Focus group discussions
- Content analysis of user communications
- Thematic and narrative analysis
Ethical Standards
Participant Protection
All research undergoes ethics review. Participants provide informed consent, data is anonymized, and sensitive information is protected with encryption.
Data Security
All personal data is encrypted, stored securely, and only accessible to authorized research team members.
Transparency & Accountability
Full methodology disclosure, conflict of interest management, and independent review board oversight.