Word Retrieval in the Wild in People With Post-Stroke Aphasia
Word Retrieval in the Wild: An Ecological Momentary Assessment Pilot Study in People With Post-Stroke Aphasia
1 other identifier
interventional
16
1 country
1
Brief Summary
People with post-stroke aphasia (PWA) suffer from anomia, a condition where they know what they want to say but cannot retrieve the words. For PWA, word retrieval changes moment-to-moment, leading to diminished motivation to participate in conversations and disengagement from social interactions. In the real world, anomia variability and severity are compounded by contextual factors of communication exchanges (noise, dual-tasking). Ecological momentary assessment (EMA) involves in-situ measurement of a behavior over time during everyday life. EMA has promise for capturing real-world anomia, yet EMA methods have not been tested in PWA. Therefore, the aims of this pilot study are to (1) determine the relative feasibility of two types of smartwatch-delivered EMA (traditional-EMA and micro-EMA) in PWA and (2) determine the extent to which patient-specific factors relate to feasibility. Twenty PWA will be recruited and randomly assigned to either traditional-EMA or micro-EMA conditions. To target in-situ anomia, PWA will complete 36 picture-naming trials/day for three weeks, delivered either as a single trial 36 times per day (micro-EMA) or in four sets of nine trials/set per day (traditional-EMA). Due to the "at-a-glance" single trial delivery of micro-EMA, the investigators hypothesize that PWA in the micro-EMA condition will demonstrate better protocol adherence than PWA in the traditional-EMA condition. Older age, more severe cognitive-linguistic deficits, and greater discomfort with technology will be related to poorer compliance, lower completion, greater perceived burden, and lower intelligibility of naming audio recordings. This bench-to-bedside research will begin a translational path to implement EMA/micro-EMA into routine assessment of aphasia.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at below P25 for not_applicable
Started Dec 2022
1 active site
Health score is calculated from publicly available data and should be used for screening purposes only.
Trial Relationships
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Study Timeline
Key milestones and dates
First Submitted
Initial submission to the registry
March 18, 2022
CompletedFirst Posted
Study publicly available on registry
April 21, 2022
CompletedStudy Start
First participant enrolled
December 19, 2022
CompletedPrimary Completion
Last participant's last visit for primary outcome
January 31, 2024
CompletedStudy Completion
Last participant's last visit for all outcomes
January 31, 2024
CompletedResults Posted
Study results publicly available
July 8, 2025
CompletedJuly 8, 2025
June 1, 2025
1.1 years
March 18, 2022
March 18, 2025
June 24, 2025
Conditions
Keywords
Outcome Measures
Primary Outcomes (3)
Change in Protocol Compliance
Compliance will be determined by considering the total number of YES button responses to the "Ready?" screen over the total number of scheduled prompts. This measure will include trials that are missed due to the watch being uncharged or turned off, an important aspect of protocol adherence.
Every day over the three-week at-home smartwatch naming protocol
Change in Protocol Completion
Completion will reflect participants' ability to adhere to each step of the smartwatch prompt, including pressing the YES button to the "Ready?", looking at the pictured object(s), and attempting to name the picture(s) aloud. Completion will be determined by considering the total number of naming attempts (indexed by the number of trials for which the participants' voice is audible on the audio recording, disregarding intelligibility of the response) over the total number of prompts delivered to the watch; this measure will exclude trials that are missed due to the watch being uncharged or off.
Every day over the three-week at-home smartwatch naming protocol
Change in Audio Intelligibility
An objective measure of speech intelligibility of audio recordings will be obtained by SLP graduate student RAs manually coding each picture naming audio clip. While the task is a single-word naming task, PWA often produce more than one word in their attempt to name a picture (e.g., "uh asparagus no um green…um bean!" to a picture of bean). It is possible that only part of a multi-word response will be intelligible. Audio clips will be coded as being either completely intelligible (1) or partially/completely unintelligible (0). For each participant, the percentage of intelligible responses will be calculated using the following formula: (\[sum of intelligible responses\] / \[sum of all responses\])\*100.
Every day over the three-week at-home smartwatch naming protocol
Secondary Outcomes (1)
Change in Perceived Burden
Once per week over the three-week at-home smartwatch naming protocol
Study Arms (2)
Traditional Ecological Momentary Assessment (Traditional EMA)
EXPERIMENTALPeople with aphasia (PWA) in the traditional EMA arm will receive four prompts per day to complete a set of nine picture naming trials per prompt for a total of n = 36 prompts/day for three weeks.
Micro-Interaction Ecological Momentary Assessment (µEMA)
EXPERIMENTALPeople with aphasia (PWA) in the µEMA condition will complete a single naming trial at a time, 36 times per day for three weeks.
Interventions
Participants will wear a smartwatch for three weeks. Throughout the day (10am-8pm), the watch will vibrate and a written alert will appear on the screen asking participants if they are ready to name some/a picture(s). Once the picture appears, the participant will attempt to name the picture aloud while the watch records audio. The participants will have up to five seconds to name the picture before a "Thank You!" screen appears. In this arm, participants will name 9 pictures back-to-back four times/day.
Participants will wear a smartwatch for three weeks. Throughout the day (10am-8pm), the watch will vibrate and a written alert will appear on the screen asking participants if they are ready to name some/a picture(s). Once the picture appears, the participant will attempt to name the picture aloud while the watch records audio. The participants will have up to five seconds to name the picture before a "Thank You!" screen appears. In this arm, participants will name one picture at a time, 36 times/day.
Eligibility Criteria
You may qualify if:
- Current/pre-stroke English proficiency,
- Normal/corrected-to-normal vision and hearing,
- Medical stability,
- History of left hemisphere stroke at least six months prior to enrollment, and
- Presence of aphasia
You may not qualify if:
- History of neurological disease affecting the brain other than stroke
Contact the study team to confirm eligibility.
Sponsors & Collaborators
Study Sites (1)
Northeastern University
Boston, Massachusetts, 02115, United States
Related Publications (19)
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PMID: 10941277BACKGROUNDMeier EL, Sheppard SM, Goldberg EB, Head CR, Ubellacker DM, Walker A, Hillis AE. Naming errors and dysfunctional tissue metrics predict language recovery after acute left hemisphere stroke. Neuropsychologia. 2020 Nov;148:107651. doi: 10.1016/j.neuropsychologia.2020.107651. Epub 2020 Oct 9.
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PMID: 32073336BACKGROUNDHester J, Le H, Intille S, Meier E. A feasibility study on the use of audio-based ecological momentary assessment with persons with aphasia. ASSETS. 2023 Oct;2023:55. doi: 10.1145/3597638.3608419. Epub 2023 Oct 22.
PMID: 38549687RESULT
MeSH Terms
Conditions
Condition Hierarchy (Ancestors)
Limitations and Caveats
The main limitation of this pilot study was the small number of participants. Note that this study evaluated the utility of assessments, not an intervention.
Results Point of Contact
- Title
- Dr. Erin Meier
- Organization
- Northeastern University
Study Officials
- PRINCIPAL INVESTIGATOR
Erin L Meier, PhD
Northeastern University
Publication Agreements
- PI is Sponsor Employee
- No
- Restrictive Agreement
- No
Study Design
- Study Type
- interventional
- Phase
- not applicable
- Allocation
- RANDOMIZED
- Masking
- SINGLE
- Who Masked
- PARTICIPANT
- Masking Details
- The participants will not be told explicitly that there are two arms or which arm they are in.
- Purpose
- DIAGNOSTIC
- Intervention Model
- PARALLEL
- Sponsor Type
- OTHER
- Responsible Party
- SPONSOR
Study Record Dates
First Submitted
March 18, 2022
First Posted
April 21, 2022
Study Start
December 19, 2022
Primary Completion
January 31, 2024
Study Completion
January 31, 2024
Last Updated
July 8, 2025
Results First Posted
July 8, 2025
Record last verified: 2025-06
Data Sharing
- IPD Sharing
- Will share
- Shared Documents
- STUDY PROTOCOL, SAP, ANALYTIC CODE
- Time Frame
- The data will be available in April 2024.
- Access Criteria
- The data will be available either by contacting the first author on respective publications and/or through a data-sharing platform (e.g., OSF).
Individual participant data will be made available to other researchers upon reasonable request.