Related Experiment Video
Updated: Feb 4, 2026

Author Spotlight: Learning Systematic Bronchoscopy in a Simulation-Base Setting
Published on: June 23, 2023
Predicting the time needed for environmental systematic reviews and systematic maps
Neal R Haddaway1,2, Martin J Westgate3
1Mistra EviEM, Stockholm Environment Institute, Linnégatan 87D, Stockholm, Sweden.
Estimating the time for systematic reviews (SRs) and systematic maps (SMs) is crucial. This study quantizes SR and SM resource needs, revealing metadata extraction and critical appraisal are surprisingly time-intensive.
Area of Science:
- Environmental Science
- Evidence Synthesis
Background:
- Systematic reviews (SRs) and systematic maps (SMs) are vital for evidence synthesis but are resource-intensive.
- Estimates of the time and resources required for SRs and SMs are largely anecdotal.
- Maximizing transparency and minimizing bias are key goals in these rigorous review processes.
Purpose of the Study:
- To estimate the average time requirements for conducting systematic reviews and systematic maps.
- To identify the most time-consuming stages within the SR and SM processes.
- To develop a tool for predicting the time needed for future SRs and SMs.
Main Methods:
- Analysis of 66 systematic reviews and 20 systematic maps from the Collaboration for Environmental Evidence (CEE) published between 2012 and 2017.
- Survey of 33 experienced systematic reviewers to gather data on the completion rates of different review stages.
- Development of a software tool to predict time requirements based on planned methods and evidence base.
Main Results:
- The average CEE systematic review requires an estimated 164 days (full-time equivalent).
- The average CEE systematic map requires an estimated 211 days (excluding critical appraisal).
- Metadata extraction and critical appraisal were found to be as time-consuming, or more so, than title/abstract screening, particularly for systematic maps.
Conclusions:
- This study provides evidence-based estimates for the time and resources needed for SRs and SMs.
- Findings can inform better planning of systematic reviews and maps, directing efforts to streamline time-intensive stages.
- Improved reporting of methods and results by authors can enhance future predictions of review effort.
Related Concept Videos
Random and Systematic Errors
Systematic Sampling Method
Systematic sampling is one of the simplest methods...
Propagation of Uncertainty from Systematic Error
Systematic Error: Methodological and Sampling Errors
Sampling errors originate from improper sampling methods or the wrong sample population. These errors can be minimized by refining the sampling strategy. Defective instruments or faulty calibrations are the sources of instrumental...
Chemical Equilibria: Systematic Approach to Equilibrium Calculations
The first step is to identify all the chemical reactions involved, The...
Review and Preview
Percentiles are a type of fractile that partition data into...

