Eye health evidence gap maps

NOTE: This article is more than five years old, but may still be relevant. For more recent content, see our news and blogs page.

Evidence gap maps are an exciting tool: as well as showing where in the world evidence exists on a particular topic, the maps make clear where the ‘gaps’ in the evidence are.

They were originally pioneered by the International Initiative for Impact Evaluation (3ie), and for the past two years Sightsavers has been building on this and creating evidence gap maps for eye health.
There are three Sightsavers gap maps available so far, on cataract, diabetic retinopathy and refractive error. Over the next few months we will add gap maps that focus on glaucoma and trachoma.

Here’s a Sightsavers gap map:Graphic showing a Sightsavers evidence gap map (a grid marked with dots). The grid shows the strength of evidence (strong, inconclusive, weak) for sectors such as: burden of the disease, biomedical, service delivery, health systems, impact/economic evaluation.

In the cataract gap map above, a total of 52 reviews were included, presenting evidence relevant to low- and middle-income countries. Most of these were in English, three were in Chinese, two were in German and two were in Spanish. Most reviews (20) addressed quality of clinical care, followed by surgical methods for cataract (18). Of the remainder, nine looked at risk factors/prevention, five were economic evaluations, and three each addressed the burden of the disease and the accessibility of cataract services.

In response to their research questions, 30 reviews provided strong evidence, 14 reviews showed weak or no evidence; and in 14 reviews the results were inconclusive.

The reviews were assessed for quality: 14 reviews were of high methodological quality; 12 were medium quality; and 26 reviews were graded as low quality.  For explanation of the strength of evidence and methodological grading please visit the guide and overview page.

As well as showing programme managers and clinicians where rigorous evidence on eye health exists, our maps can also be used to detect under-researched areas and focus future priorities. As a researcher, I’m interested to know which areas have less high-quality evidence as it will help me decide where to focus in the future.

Policymakers and clinicians can find answers to their most pressing eye health questions when they are designing projects and new initiatives. They’ll be able to see what the most up-to-date research is and draw conclusions about which approach might be most suitable for their purposes.

The eye health gap maps were developed by a multidisciplinary team from Sightsavers, the International Centre for Eye Health at the London School of Hygiene and Tropical Medicine, and the Cochrane Eyes and Vision Group. Our development process, insights and observations are unique for two reasons: this is the first time the evidence gap maps have been applied in the area of eye heath; and the development of the map was led by an international NGO with contributions from academic institutions, which provided opportunities to integrate academic and practitioners’ perspectives.

See the gap maps: View and share the link to the gap maps with your contacts – we’ll keep you posted on how they are being used by a different range of audiences.

Read the full British Ophthalmology review: Availability of evidence on cataract in low- and middle-income countries using evidence gap maps approach

By Bhavisha Virendrakumar, Sightsavers’ Research Officer, Evidence Synthesis

These gap maps can be used to detect under-researched areas and focus future priorities.

Want to read more about our work?

Sightsavers and eye health

More blogs

Jennifer Williams smiles.
Sightsavers blog

How to make sexual health services inclusive and accessible

Many people with disabilities are denied control and choice over their own bodies, fertility and sexuality. Sightsavers’ Jennifer Williams explains why this must change.

Jennifer Williams, October 2025
A man wearing a beanie hat smiles while sitting on a hospital bed.
Sightsavers blog

Reaching the Last Mile Fund is advancing health equity in Africa

By prioritising marginalised groups, we’re helping to ensure that everyone can access treatment for river blindness and lymphatic filariasis.

Sunday Isiyaku, September 2025
Three women from Cameroon sit around a table during a working group to support people with disabilities on gender-based violence. Behind them is a banner with information about the SDGs.
Sightsavers blog

Are the Sustainable Development Goals a lost cause?

With only five years to go until 2030, Sightsavers’ Grace Antwi-Atsu explains why we must rally all efforts to make the most of the global goals.

Grace Antwi-Atsu, August 2025