Data Sources and Bibliometric Data Collection
The 5th edition of the Research.com Best Engineering and Technology Scientists in Brunei Darussalam Ranking is primarily based on data aggregated from leading bibliometric databases, including OpenAlex and CrossRef, along with multiple other reputable data sources. These platforms provide comprehensive coverage of scholarly publications and citation data, which form the foundation of our analytical framework. The bibliometric data utilized to devise the citation-based metrics for this ranking were meticulously collected on January 12, 2026, ensuring the inclusion of the most up-to-date research impact indicators.
A scientist's position in the ranking is determined by their Discipline H-index, or D-index, which exclusively considers papers and citation metrics within the examined discipline. This approach ensures that the evaluation focuses on a researcher's impact specifically in Engineering and Technology rather than generalized scholarly influence.
Scope of Research and Ranking Criteria
The ranking examines a total of 279,971 scientist profiles identified from a variety of bibliometric data sources across all disciplines worldwide. From within this extensive dataset, 4 scientists specializing in the domain of Engineering and Technology in Brunei Darussalam were specifically highlighted.
To qualify for inclusion in the ranking, a scientist's D-index must be at least 30, and the majority of their tier publications should demonstrably fall within the Engineering and Technology discipline. In addition, a scientist's prestigious awards and notable achievements in this field were also considered as part of the evaluation criteria.
The threshold for the D-index used to identify top researchers is calibrated in increments of 10, adjusted relative to the estimated total number of scholars within each discipline. This method is designed to guarantee that the top 1% of leading scholars are consistently incorporated into the list. Furthermore, to ensure disciplinary relevance, a proximity margin of 30% or less between a researcher’s general H-index and their D-index is required.
Verification Practices and Ranking Methodology
Our research team recognizes that raw bibliometric data alone cannot capture the full scope and quality of a scientist's scholarly contributions. Accordingly, every scientist profile included in the ranking was manually verified and cross-correlated against publications indexed in a broad spectrum of trustworthy and recognized academic sources.
While not a direct factor influencing position within the ranking, the quantity of papers published in prominent journals and conference proceedings serves as a valuable secondary indicator of a scientist’s contribution to their specific research field.
The position of each researcher in the ranking is ultimately established using their D-index derived from data gathered through OpenAlex and CrossRef — two of the most prominent and reputable bibliometric databases accessible to the global research community.
For a comprehensive understanding of the methodology employed in assembling this ranking, we encourage readers to visit our methodology page.
Research.com’s Mission and Vision Behind the Ranking
At Research.com, our mission is to inspire researchers, corporations, and policymakers worldwide to attentively track the trajectories of leading experts across disciplines. We aim to provide an authoritative and transparent platform through which the scientific community can identify and recognize top researchers in specific areas of study, whether at a national level or within individual research institutions.
Through rigorous data analysis combined with manual curation, this ranking exemplifies our commitment to delivering trustworthy and insightful information that supports academic excellence, informed decision-making, and collaborative innovation within the Engineering and Technology community and beyond.
