rigorous methodology

[/ˈrɪɡərəs mɛˈθɑdələdʒi/]
noun phrasepl: rigorous methodologies
metodologia rigorosa
1. A systematic, thorough, and strict approach to research or problem-solving that follows well-defined procedures and maintains high standards of accuracy and validity
The study employed a rigorous methodology to ensure the reliability of its findings.
O estudo empregou uma metodologia rigorosa para garantir a confiabilidade de seus resultados.
2. A disciplined framework that minimizes bias, errors, and inconsistencies in academic, scientific, or professional work
Without rigorous methodology, the research conclusions cannot be considered credible.
Sem uma metodologia rigorosa, as conclusões da pesquisa não podem ser consideradas confiáveis.
This term is highly valued in both Brazilian and American academic and professional contexts, reflecting an emphasis on scientific validity and institutional credibility. In Brazil, it is particularly emphasized in STEM fields and graduate programs influenced by international research standards. In the USA, it is fundamental to peer-reviewed publications and institutional review boards (IRBs).
Synonyms / Sinônimos
strict methodologysystematic approachthorough proceduredisciplined frameworkrobust methodologystringent methodology
Antonyms / Antônimos
loose methodologycasual approachhaphazard methodinformal procedurearbitrary approach

Regional Variations

General Brazilian
metodologia rigorosa
Standard usage in academic and professional contexts
São Paulo
metodologia rigorosa
Commonly used in research institutions and universities
Portugal
metodologia rigorosa
Identical usage; formal academic terminology
General American
rigorous methodology
Standard in scientific and academic discourse

Related Words

research designscientific methoddata collectionvalidationverificationprotocol

Related Idioms & Phrases

by the book
leave no stone unturned
cross every t and dot every i
follow proper channels
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