Integrity and Independence

I provide objective, evidence-based analysis and advice, free from conflicts of interest or external influence. Assumptions, limitations, and uncertainties are communicated transparently to support informed decision-making.

Respect, Inclusion, and Do No Harm

I apply “do no harm” principles in all assignments, particularly when working on sensitive issues such as gender-based violence, social norms, and vulnerability. Engagement with individuals and communities is respectful, inclusive, and culturally appropriate, with careful attention to risk mitigation and safeguarding.

Ethical Research and Data Protection

I follow ethical research practices consistent with World Bank and UN standards, including informed consent, confidentiality, and secure data handling. Research methodologies and instruments are designed to minimize risk, avoid extractive practices, and protect the rights and safety of participants.

Rigor, Quality Assurance, and Validation

My work emphasizes methodological rigor, triangulation of data sources, and validation of findings through structured engagement with stakeholders. Deliverables are subject to quality assurance and peer review processes aligned with MDB and UN expectations.

Accountability and Professional Responsibility

I am accountable for the quality, integrity, and timely delivery of all outputs. I adhere to clear attribution practices, responsible knowledge sharing, and transparent disclosure of potential conflicts of interest in line with institutional requirements.