Palo Alto Health Labs
Resource · Clinical evidence

eCOA and ePRO for Digital Health Trials: FDA PRO Guidance, Paper-to-Electronic Migration, BYOD vs. Provisioned Devices

The four kinds of clinical outcome assessment, what evidence a paper-to-electronic migration needs, how BYOD compares with provisioned devices, and what FDA's PRO guidance asks of eCOA data, from fda.gov and peer-reviewed ISPOR and consortium papers only.

Format
Guide
Read time
6 min
Sources
2 FDA, 4 peer-reviewed
Updated
Oct 27, 2026

What are the COA types?

A clinical outcome assessment (COA) is a measure that "may be influenced by human choices, judgment, or motivation," which is what separates it from a biomarker. There are four types, sorted by who does the rating. eCOA means any of them captured electronically; ePRO is the patient-reported kind on a phone, tablet or web form.

TypeWho ratesExampleHow it is captured
Patient-reported outcome (PRO)The patientPain or low moodPaper, computerized questionnaire forms, or an interview recorded exactly as spoken
Clinician-reported outcome (ClinRO)A trained member of the investigator teamRating of findings from a physical exam or interviewThe clinician's rating under the COA's definition
Observer-reported outcome (ObsRO)Someone other than the patient, with no professional training neededA parent, spouse or caregiver's observationsThe observer's report
Performance outcome (PerfO)No rater judgment; the patient performs a defined taskDistance walked in 6 minutes; symbols matched to a key in a fixed timeThe task is scored in a specified way

Sources: Walton et al., Value Health 2015; FDA PFDD guidance series.

Moving a questionnaire from paper to electronic

FDA's PRO guidance lists "changing an instrument from paper to electronic format" among the changes that can alter how patients answer, and says additional qualitative work "may be adequate depending on the type of modification made." The ISPOR ePRO Task Force ties the evidence to how much the migration changes the measure's "content, meaning, or interpretation":

Level of modificationEvidence the task force recommends
MinorCognitive debriefing and usability testing only may be sufficient
More substantiveEquivalence testing
SubstantialFull psychometric testing

A 2023 ISPOR update takes an "evidence-based approach to determine whether new research is needed." Where enough comparability evidence already exists and the migration follows best practices, it says further testing across modes is unnecessary, including when a trial mixes modes such as bring-your-own-device (BYOD) designs.

Sources: FDA PRO guidance, 2009; Coons et al., ISPOR ePRO Task Force, Value Health 2009; O'Donohoe et al., ISPOR, Value Health 2023.

BYOD vs. provisioned devices

With BYOD, participants answer on their own phones; with a provisioned device, the sponsor hands out a study phone or tablet. A crossover study from the PRO Consortium and eCOA Consortium gave 64 people with COPD 15 days on each approach and found the scores equivalent.

Result (Hudgens et al. 2022)BYODProvisioned device
Score agreement between the twoEquivalent: ICC 0.863 to 0.908, within 10% of total score (TOST)
Across 3 screen sizesEquivalent: ICC 0.972 to 0.989
Weekly compliance89.7% to 100%76.9% to 100%

This is one study in one condition, so check comparability evidence for your own instrument and population before relying on it.

Source: Hudgens et al., J Patient Rep Outcomes 2022.

What FDA reviewers look for

FDA's 2009 PRO guidance (final, docket FDA-2006-D-0362) describes how the agency evaluates PRO instruments used to support labeling claims. Points that matter most for an app or eCOA build:

FDA's patient-focused drug development (PFDD) series adds detail. Guidance 3, on selecting, developing or modifying fit-for-purpose COAs, was finalized in October 2025. Guidance 4, on turning COAs into endpoints, is still listed as a draft and covers "methodologies, standards, and technologies" for COA data collection. This page is a summary, not regulatory advice.

Sources: FDA PRO guidance, 2009; FDA PFDD guidance series.

From our work

Our principal, Mike Hittle, created and led the PHENOMS eCOA platform for neurology.

Related resources

Frequently asked questions

Does moving a questionnaire from paper to an app need revalidation?

It depends on how much the change affects content, meaning or interpretation. The ISPOR ePRO Task Force says cognitive debriefing and usability testing may be enough for minor changes, equivalence testing for more substantive ones, and full psychometric testing for substantial ones. A 2023 ISPOR update says no new testing is needed when enough comparability evidence already exists and best practices are followed.

Is BYOD as good as a provisioned device for ePRO?

In a crossover study of 64 people with COPD, scores on participants' own phones and on provisioned devices were equivalent (ICC 0.863 to 0.908), and weekly compliance was 89.7% to 100% with BYOD vs. 76.9% to 100% with provisioned devices. It is one study in one condition.

What is the difference between a PRO and a PerfO?

In a PRO, the patient is the rater and answers questions directly. In a PerfO, the patient performs a defined task, such as walking for 6 minutes, and the result is scored without rater judgment.

Scope it in 30 minutes

Book a scoping call and we'll name the smallest engagement that moves you forward. Most teams start with the fixed-scope Initial Audit.

Book a 30-min scoping call

Prefer to write? Send a short note.