Multivariate analysis can improve answer quality in UPSC exams by allowing candidates to discuss complex issues with greater depth. It enables the examination of multiple variables impacting a situation, providing a comprehensive understanding of topics. By applying this analysis, candidates can present well-rounded arguments, identify interconnections, and suggest informed solutions. This approach can be particularly useful in answer writing, as it showcases critical thinking and analytical abilities, essential skills for effective governance and public administration.