Most studies rely on conventional regression approaches
Research gap analysis derived from 3 earth_science papers in our local library.
The gap
Most studies rely on conventional regression approaches that fail to separate direct and indirect climatic pathways. - There is a need to elucidate the interconnected effects of climatic variability on dengue incidence in Surabaya.
Evidence profile
Stated in the cells research gap section of the source papers, classified as general, spanning 3 journals.
Research trend
Established — well-defined area with open sub-problems.
Supporting evidence — 3 representative gaps
- Geographic expansion, not viral intensification, leads to human dengue outbreaks in Mexico: a 40-year integrated remote sensing and machine learning analysis (2026) · Frontiers in Public Health · doi
The study identifies a gap in the current understanding of the geographic expansion of dengue fever in Mexico. - The study highlights the need for a comprehensive analysis of the factors contributing to the geographic expansion of dengue fever.
generalstated in cells research gapevidence 5/5Keywords: study identifies gap current understanding geographic expansion dengue - Climate Variability and Dengue Dynamics: A Path Analysis in Surabaya, Indonesia (2026) · JURNAL KESEHATAN LINGKUNGAN · doi
Most studies rely on conventional regression approaches that fail to separate direct and indirect climatic pathways. - There is a need to elucidate the interconnected effects of climatic variability on dengue incidence in Surabaya.
generalstated in cells research gapevidence 5/5Keywords: studies rely conventional regression approaches fail separate direct - Seasonal Dynamics and Structural Changes in Dengue Transmission in Eastern Northeast of Brazil: A Time-Series Decomposition Using SSA and Pre- vs Post-COVID Comparative Analysis (2026) · Epidemiology and Infection · doi
Traditional parametric approaches are limited by the nonlinearity and non-stationarity of dengue time series. - There is a need for advanced time-series decomposition techniques to investigate dengue transmission. - The study aims to fill this gap by applying SSA to investigate monthly dengue incidence in Maceió, Eastern Northeast of Brazil.
generalstated in cells research gapevidence 5/5Keywords: traditional parametric approaches limited nonlinearity non-stationarity dengue time
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