Related Experiment Video
Updated: Mar 18, 2026

Inverse Probability of Treatment Weighting Propensity Score using the Military Health System Data Repository and National Death Index
Published on: January 8, 2020
Guidelines for Accurate and Transparent Health Estimates Reporting: the GATHER statement.
Gretchen A Stevens1, Leontine Alkema2, Robert E Black3
1Department of Information, Evidence and Research, World Health Organization, Geneva, Switzerland.
Accurate health estimates require standardized reporting. The Guidelines for Accurate and Transparent Health Estimates Reporting (GATHER) provide a checklist to improve the quality and comparability of global health data.
Area of Science:
- Global Health
- Epidemiology
- Health Informatics
Background:
- Health indicator data is often incomplete or inconsistent across populations and time.
- Lack of standardized reporting hinders accurate health estimates and comparisons.
- Existing data limitations impact public health research and policy.
Purpose of the Study:
- To introduce the Guidelines for Accurate and Transparent Health Estimates Reporting (GATHER).
- To establish best practices for reporting quantitative population-level health estimates.
- To enhance the comparability and accuracy of health data across diverse populations.
Main Methods:
- Development of the GATHER checklist, comprising 18 essential reporting items.
- Focus on studies calculating health estimates from multiple data sources and populations.
- Provision of a detailed explanation and elaboration document with examples.
Main Results:
- GATHER provides a framework for reporting health estimates, including health status, disease incidence/prevalence, and determinants.
- The guidelines cover global, regional, national, and subnational quantitative population-level estimates.
- A comprehensive website offers resources for implementing GATHER recommendations.
Conclusions:
- Adherence to GATHER guidelines promotes transparency and accuracy in health estimates.
- Standardized reporting improves the reliability of health indicators for research and policy.
- GATHER facilitates better understanding and utilization of global health data.
More Related Videos
Related Concept Videos
Data Reporting and Recording
Guidelines for Nursing Documentation I
Factual:
The following points emphasize the significance of upholding accurate and unbiased documentation in healthcare.
Introduction to Documentation and Reporting
Nursing documentation records essential information and details regarding a patient's care and treatment in written or electronic form. It is a critical aspect of nursing practice that involves documenting assessments, interventions, outcomes, and other relevant details about a patient's health status.
Documentation maps the patient's health journey by creating a comprehensive...
Legal Guidelines for Documentation
What are Estimates?
The estimate for the mean of a sample is denoted by ͞x, whereas the mean of the population is designated as μ. Further, parameters such...
Guidelines for Nursing Documentation II
Timely documentation is crucial to ensure continuity of care for patients. Any delays in recording or reporting medical information can result in medical errors and even adverse patient outcomes. From medication administration to diagnostic test results, every detail must be accurately and promptly documented to provide the best possible care for patients.

