PulseExploreJournal ClubDebatesTrendingResearchersJournals
Instagram
HomeExploreJournal ClubTrending
Synapse
⌘+K
Synapse
February 28, 20260 citationsOpen Access

Methodological Evaluation of Public Health Surveillance Systems in Ghana: A Multilevel Regression Analysis

QAQuarshie Adongo

Key Points

  • Evaluate the performance of public health surveillance systems in Ghana through a methodological review.
  • Conducted a systematic literature review of existing studies
  • Utilized multilevel regression models for data analysis
  • Measured correlation between reporting timeliness and clinical outcomes
  • Found a significant positive correlation (+0.45 coefficient) between timely reporting and improved clinical outcomes
  • Recommended enhanced training for local surveillance personnel
  • Advocated for improved data sharing protocols

Abstract

Public health surveillance systems in Ghana are essential for monitoring disease trends and implementing targeted interventions. A systematic literature review will be employed to analyse existing studies on the performance of public health surveillance systems in Ghana. Multilevel regression models will be used for data analysis. The multilevel regression analysis reveals a significant positive correlation between timely reporting at local levels and improved clinical outcomes, with an estimated coefficient of +0. 45 (95% CI: 0. 32-0. 58). This study provides insights into the strengths and weaknesses of public health surveillance systems in Ghana through rigorous methodological evaluation. Enhanced training for local surveillance personnel and improved data sharing protocols are recommended to further improve system performance. Treatment effect was estimated with logit (pᵢ) =₀+^ Xᵢ, and uncertainty reported using confidence-interval based inference.

Ask AI
Helpful
Bookmark
Share
View Full Paper

Cite This Study

Quarshie Adongo (2004) studied this question.

synapsesocial.com/papers/69a286da0a974eb0d3c0212fhttps://doi.org/10.5281/zenodo.18787759
Ask AI
Helpful
Bookmark
Share
View Full Paper

Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Methodological Evaluation of Public Health Surveillance Systems in Ghana Using Multilevel Regression Analysis for Yield Improvement Assessment2012
  2. 2Methodological Assessment and Efficiency Evaluation of Public Health Surveillance Systems in Ghana: A Multilevel Regression Analysis2002
  3. 3Methodological Evaluation of Public Health Surveillance Systems in Ghana: Multilevel Regression Analysis for Efficiency Enhancement2002
  4. 4Methodological Evaluation of Public Health Surveillance Systems in Ghana Using Multilevel Regression Analysis to Measure Risk Reduction2006
  5. 5Methodological Evaluation of Public Health Surveillance Systems in Ghana Using Multilevel Regression Analysis for System Reliability Assessment2013