May 19, 2026

Research and Reports

Contrast Sensitivity Testing with Carrot

Jessica Marabella

Measure functional vision with a digital test built into your diagnostic workflow

Most eye exams measure vision using high-contrast stimuli, but that does not always tell the full story. Contrast sensitivity testing helps evaluate how vision performs in low-light, low-contrast, or high-glare conditions, the real-world environments where many patients notice difficulty first.

Available from Carrot, digital Contrast Sensitivity Testing gives providers a simple way to add low-contrast vision assessment to the same headset-based workflow they already use for other exams. No separate chart. No manual setup. No disconnected process.

How a Contrast Sensitivity Test Device Measures Low Contrast Vision Using the Pelli-Robson Method

Contrast sensitivity testing is increasingly recognized as a valuable tool for evaluating visual function, but it is still not a core component of most routine eye exams. Traditionally, contrast sensitivity is measured using printed sine-wave gratings or contrast charts, such as the Pelli-Robson, Bailey-Lovie, and Mars Letter tests. These tests determine the minimum contrast level a patient can detect. However, these paper-based methods can fade, be inconsistently lit, or be subject to observer bias.

How to Conduct a Contrast Sensitivity Test Using Carrot

Carrot’s Contrast Sensitivity test brings this assessment into a digital, headset-based workflow. Instead of relying on separate charts, room setup, or manual scoring processes, providers can run the test directly through Carrot as part of a broader diagnostic exam.

Academic references and clinical validation

Checkmark icon A recent survey in the British Journal of Ophthalmology found that, for patients with age-related macular degeneration, contrast sensitivity has a stronger correlation with vision-related quality of life than visual acuity.
Checkmark icon Changes in contrast sensitivity could indicate damage to the retina. Conducting this exam could help lead to earlier diagnoses of diabetic retinopathy.
Checkmark icon Tablet-based and virtual reality contrast sensitivity testing methodologies have been shown to be as effective and reliable as traditional methods.

Research increasingly supports the move from paper-based tools toward digital contrast sensitivity testing that can reduce variability, support more consistent administration, and fit more easily into routine clinical workflows. Carrot now brings that capability into the same platform practices use for visual diagnostics.

Did You Know?

Carrot helps practices streamline visual diagnostic testing by bringing multiple exams into one headset-based platform. With Contrast Sensitivity from Carrot, practices can add another functional vision assessment without adding another standalone tool to the workflow.

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Low Contrast Vision Assessment: What to Expect from the Test

It’s essential to distinguish visual contrast sensitivity testing from visual acuity and visual field exams. In this exam, patients are challenged to detect subtle patterns at varying contrast levels. They may notice a reduction in “sharpness” in their daily life, but often, patients don’t realize how much their functional vision has declined until they struggle with this test.

Eye care professionals may skip contrast sensitivity testing when traditional methods feel manual, inconsistent, or difficult to fit into the exam flow. Digital testing inside Carrot helps reduce that friction by making the test easier for staff to launch, administer, and incorporate into the broader patient workup.

Using Carrot to conduct a digital contrast sensitivity test provides practices with a more convenient way to establish a functional vision baseline and to include low-contrast vision assessment in routine or problem-focused exams.

Pros and Cons of Using a Contrast Sensitivity Test Device

The pros and cons that follow can help guide you toward the ideal scenarios to incorporate this test into your patients’ diagnostic assessments.

Pros

checkmark icon A digital contrast sensitivity test can reveal visual challenges that acuity-only exams may not capture.
checkmark icon Results have real-world relevance for symptoms like glare, night driving difficulty, and low-light vision complaints.
checkmark icon Testing can support evaluation of cataracts, AMD, diabetic retinopathy, glaucoma, and other conditions where functional vision matters.
checkmark icon Carrot makes the test easier to run by building it directly into the headset-based diagnostic workflow.
checkmark icon Practices can add contrast sensitivity testing without relying on separate charts, manual setup, or disconnected tools.

Cons

Orange Close button for test pages Contrast sensitivity is not yet a standard part of every routine exam. Carrot helps reduce that barrier by making the test available within the same platform staff already use for other diagnostic exams.
Orange Close button for test pages Traditional, manual methods can introduce variability through chart condition, lighting, setup, and scoring.
Orange Close button for test pages Contrast sensitivity testing may not have a dedicated standalone reimbursement pathway in many cases.
Orange Close button for test pages Online contrast sensitivity tests may produce inconsistent results because they depend on uncontrolled screen settings, lighting, and viewing distance.
Orange Close button for test pages Providers who want to modernize contrast sensitivity testing should consider whether the test fits into their existing diagnostic workflow.

Conditions Where Low Contrast Sensitivity Testing Can Add Clinical Context

A low-contrast vision assessment can help uncover functional vision changes associated with cataracts, diabetic retinopathy, glaucoma, AMD, neuro-ophthalmic disease, and post-surgical vision concerns. With Carrot, providers can add this functional layer without sending patients through a separate chart-based workflow.

Cataracts

Even early-stage cataracts can scatter light and degrade contrast sensitivity. This test can be more sensitive than acuity charts in early detection. These subtle changes are often missed without a contrast sensitivity test device, especially in early stages.

Diabetic Retinopathy

Patients with diabetes may report foggy or “washed-out” vision even when their acuity remains good. Contrast testing helps explain this disconnect and can help identify early stages of diabetic retinopathy.

Ophthamalogy Icon

1 in 6

Roughly 1 in 6 U.S. adults over 40 already has at least one cataract

> 3 million

Cataract surgeons perform >3 million cataract procedures per year

Glaucoma

As retinal ganglion cells die off, especially in the early stages of glaucoma, contrast sensitivity can decrease before noticeable vision loss is detected on a visual field test.

Age-Related Macular Degeneration (AMD)

Difficulty distinguishing fine details can be the first sign of AMD. It can also signal changes in the retinal pigment epithelium. In both cases, contrast sensitivity testing can help inform management techniques.

Multiple Sclerosis

MS can impact the optic nerve, leading to reduced contrast even when central acuity is unaffected. It’s also helpful in tracking recovery post-optic neuritis.

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Example Contrast Sensitivity Report

An image of a contrast sensitivity test from Carrot's Ultimate Exam Guide

Billing and Documentation for Contrast Sensitivity Vision Assessments

Contrast sensitivity testing may be documented as part of a broader functional vision assessment, depending on the clinical context and payer requirements. Practices should review current CPT guidance, payer policies, and state-specific rules before determining how to document or bill for the test.

Results from a digital contrast sensitivity test in Carrot can support the clinical record by documenting functional vision findings alongside the broader diagnostic exam.

 

When should providers consider contrast sensitivity testing?

Because Contrast Sensitivity is available from Carrot, practices can incorporate the test more easily when patient symptoms, disease monitoring, cataract evaluation, or post-treatment follow-up call for a functional vision assessment.

People with certain professions, such as pilots or machine operators, may need vision contrast sensitivity testing to meet occupational requirements. For other patients, it can be a matter of everyday safety.

Is contrast sensitivity testing required for driver’s licenses?

Surprisingly, no, the U.S. Department of Transportation doesn’t mandate contrast sensitivity testing for standard driver’s licensing. Although low contrast sensitivity can be highly hazardous to drivers, most states rely on visual acuity and visual field testing for licensing. Results from the Esterman exam or FullField 120 are usually sufficient.

Complete Your Comprehensive Exams with Carrot

Early changes in contrast sensitivity can signal functional vision decline before standard acuity changes. With Contrast Sensitivity now available in Carrot, providers can add low-contrast vision assessment to the same headset-based platform they use for visual diagnostics.

Carrot helps practices deliver more complete, patient-friendly exams by bringing visual field testing, functional vision assessments, and other diagnostic tools into one connected workflow. For patients at risk of cataracts, AMD, diabetic retinopathy, glaucoma, or other conditions affecting functional vision, Contrast Sensitivity adds another meaningful layer of insight without requiring an additional standalone device.

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Comprehensive Guide to Visual Field Testing and Other Vision Exams   A comprehensive guide to visual field testing and key vision exams, covering how they work, what they diagnose, and how to apply them in clinical practice.  

Frequently Asked Questions

Low-contrast loss correlates better with real-world tasks — night driving, face recognition — and often uncovers early cataract, glaucoma, or post-LASIK haze before acuity drops.

No specific code exists for contrast sensitivity. Most practices include it in 92014 or bill unlisted 92700 with variable success.

Healthy adults score ≥ 1.80 log units (letters A–C on the last line); lower scores suggest pathology or scatter.

Yes. Contrast sensitivity is highly correlated with patient-reported dysphotopsia and post-cataract surgery night-driving satisfaction.

Traditional chart-based testing may require separate materials, controlled lighting, manual setup, and manual scoring. Digital Contrast Sensitivity Testing in Carrot is built into the headset-based workflow, making it easier for staff to administer and easier for practices to incorporate into routine or problem-focused exams.

Download the Contrast Sensitivity test guide.

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