NCT05338216

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

87
On Track

Trial Health Score

Automated assessment based on enrollment pace, timeline, and geographic reach

Enrollment
16

participants targeted

Target at below P25 for not_applicable

Timeline
Completed

Started Dec 2022

Geographic Reach
1 country

1 active site

Status
completed

Health score is calculated from publicly available data and should be used for screening purposes only.

Trial Relationships

Click on a node to explore related trials.

Study Timeline

Key milestones and dates

First Submitted

Initial submission to the registry

March 18, 2022

Completed
1 month until next milestone

First Posted

Study publicly available on registry

April 21, 2022

Completed
8 months until next milestone

Study Start

First participant enrolled

December 19, 2022

Completed
1.1 years until next milestone

Primary Completion

Last participant's last visit for primary outcome

January 31, 2024

Completed
Same day until next milestone

Study Completion

Last participant's last visit for all outcomes

January 31, 2024

Completed
1.4 years until next milestone

Results Posted

Study results publicly available

July 8, 2025

Completed
Last Updated

July 8, 2025

Status Verified

June 1, 2025

Enrollment Period

1.1 years

First QC Date

March 18, 2022

Results QC Date

March 18, 2025

Last Update Submit

June 24, 2025

Conditions

Keywords

AphasiaStrokeEcological Momentary AssessmentExperience Sampling

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)

EXPERIMENTAL

People 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.

Behavioral: Traditional EMA

Micro-Interaction Ecological Momentary Assessment (µEMA)

EXPERIMENTAL

People with aphasia (PWA) in the µEMA condition will complete a single naming trial at a time, 36 times per day for three weeks.

Behavioral: Micro-Interaction EMA

Interventions

Traditional EMABEHAVIORAL

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.

Traditional Ecological Momentary Assessment (Traditional EMA)

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.

Micro-Interaction Ecological Momentary Assessment (µEMA)

Eligibility Criteria

Age18 Years - 89 Years
Sexall
Healthy VolunteersNo
Age GroupsAdult (18-64), Older Adult (65+)

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

Location

Related Publications (19)

  • Mirman D, Britt AE. What we talk about when we talk about access deficits. Philos Trans R Soc Lond B Biol Sci. 2013 Dec 9;369(1634):20120388. doi: 10.1098/rstb.2012.0388. Print 2014.

    PMID: 24324232BACKGROUND
  • Lam JM, Wodchis WP. The relationship of 60 disease diagnoses and 15 conditions to preference-based health-related quality of life in Ontario hospital-based long-term care residents. Med Care. 2010 Apr;48(4):380-7. doi: 10.1097/MLR.0b013e3181ca2647.

    PMID: 20220536BACKGROUND
  • Davidson B, Howe T, Worrall L, Hickson L, Togher L. Social participation for older people with aphasia: the impact of communication disability on friendships. Top Stroke Rehabil. 2008 Jul-Aug;15(4):325-40. doi: 10.1310/tsr1504-325.

    PMID: 18782736BACKGROUND
  • Intille S, Haynes C, Maniar D, Ponnada A, Manjourides J. muEMA: Microinteraction-based Ecological Momentary Assessment (EMA) Using a Smartwatch. Proc ACM Int Conf Ubiquitous Comput. 2016 Sep;2016:1124-1128. doi: 10.1145/2971648.2971717.

    PMID: 30238088BACKGROUND
  • Ponnada A, Haynes C, Maniar D, Manjourides J, Intille S. Microinteraction Ecological Momentary Assessment Response Rates: Effect of Microinteractions or the Smartwatch? Proc ACM Interact Mob Wearable Ubiquitous Technol. 2017 Sep;1(3):92. doi: 10.1145/3130957.

    PMID: 30198012BACKGROUND
  • Virani SS, Alonso A, Aparicio HJ, Benjamin EJ, Bittencourt MS, Callaway CW, Carson AP, Chamberlain AM, Cheng S, Delling FN, Elkind MSV, Evenson KR, Ferguson JF, Gupta DK, Khan SS, Kissela BM, Knutson KL, Lee CD, Lewis TT, Liu J, Loop MS, Lutsey PL, Ma J, Mackey J, Martin SS, Matchar DB, Mussolino ME, Navaneethan SD, Perak AM, Roth GA, Samad Z, Satou GM, Schroeder EB, Shah SH, Shay CM, Stokes A, VanWagner LB, Wang NY, Tsao CW; American Heart Association Council on Epidemiology and Prevention Statistics Committee and Stroke Statistics Subcommittee. Heart Disease and Stroke Statistics-2021 Update: A Report From the American Heart Association. Circulation. 2021 Feb 23;143(8):e254-e743. doi: 10.1161/CIR.0000000000000950. Epub 2021 Jan 27.

    PMID: 33501848BACKGROUND
  • Flowers HL, Skoretz SA, Silver FL, Rochon E, Fang J, Flamand-Roze C, Martino R. Poststroke Aphasia Frequency, Recovery, and Outcomes: A Systematic Review and Meta-Analysis. Arch Phys Med Rehabil. 2016 Dec;97(12):2188-2201.e8. doi: 10.1016/j.apmr.2016.03.006. Epub 2016 Apr 8.

    PMID: 27063364BACKGROUND
  • Dell GS, Schwartz MF, Martin N, Saffran EM, Gagnon DA. Lexical access in aphasic and nonaphasic speakers. Psychol Rev. 1997 Oct;104(4):801-38. doi: 10.1037/0033-295x.104.4.801.

    PMID: 9337631BACKGROUND
  • Rapp B, Goldrick M. Discreteness and interactivity in spoken word production. Psychol Rev. 2000 Jul;107(3):460-99. doi: 10.1037/0033-295x.107.3.460.

    PMID: 10941277BACKGROUND
  • Meier 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.

    PMID: 33045231BACKGROUND
  • Demers M, Winstein CJ. A perspective on the use of ecological momentary assessment and intervention to promote stroke recovery and rehabilitation. Top Stroke Rehabil. 2021 Dec;28(8):594-605. doi: 10.1080/10749357.2020.1856557. Epub 2020 Dec 3.

    PMID: 33272137BACKGROUND
  • Sitren A, Vallila-Rohter S. How Well Do We Use Our Technology? Examining iPad Navigation Skills in Individuals With Aphasia and Older Adults. Am J Speech Lang Pathol. 2019 Nov 19;28(4):1523-1536. doi: 10.1044/2019_AJSLP-19-0004. Epub 2019 Sep 13.

    PMID: 31518501BACKGROUND
  • Harrison M, Palmer R, Cooper C. Factors Associated With Adherence to Self-Managed Aphasia Therapy Practice on a Computer-A Mixed Methods Study Alongside a Randomized Controlled Trial. Front Neurol. 2020 Nov 23;11:582328. doi: 10.3389/fneur.2020.582328. eCollection 2020.

    PMID: 33329324BACKGROUND
  • Wilson SM, Eriksson DK, Schneck SM, Lucanie JM. A quick aphasia battery for efficient, reliable, and multidimensional assessment of language function. PLoS One. 2018 Feb 9;13(2):e0192773. doi: 10.1371/journal.pone.0192773. eCollection 2018.

    PMID: 29425241BACKGROUND
  • Gershon RC, Wagster MV, Hendrie HC, Fox NA, Cook KF, Nowinski CJ. NIH toolbox for assessment of neurological and behavioral function. Neurology. 2013 Mar 12;80(11 Suppl 3):S2-6. doi: 10.1212/WNL.0b013e3182872e5f.

    PMID: 23479538BACKGROUND
  • Moreno-Martinez FJ, Montoro PR. An ecological alternative to Snodgrass & Vanderwart: 360 high quality colour images with norms for seven psycholinguistic variables. PLoS One. 2012;7(5):e37527. doi: 10.1371/journal.pone.0037527. Epub 2012 May 25.

    PMID: 22662166BACKGROUND
  • Snodgrass JG, Vanderwart M. A standardized set of 260 pictures: norms for name agreement, image agreement, familiarity, and visual complexity. J Exp Psychol Hum Learn. 1980 Mar;6(2):174-215. doi: 10.1037//0278-7393.6.2.174.

    PMID: 7373248BACKGROUND
  • Evans WS, Hula WD, Quique Y, Starns JJ. How Much Time Do People With Aphasia Need to Respond During Picture Naming? Estimating Optimal Response Time Cutoffs Using a Multinomial Ex-Gaussian Approach. J Speech Lang Hear Res. 2020 Feb 26;63(2):599-614. doi: 10.1044/2019_JSLHR-19-00255. Epub 2020 Feb 5.

    PMID: 32073336BACKGROUND
  • Hester 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.

MeSH Terms

Conditions

AphasiaStroke

Condition Hierarchy (Ancestors)

Speech DisordersLanguage DisordersCommunication DisordersNeurobehavioral ManifestationsNeurologic ManifestationsNervous System DiseasesSigns and SymptomsPathological Conditions, Signs and SymptomsCerebrovascular DisordersBrain DiseasesCentral Nervous System DiseasesVascular DiseasesCardiovascular Diseases

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

  • Erin L Meier, PhD

    Northeastern University

    PRINCIPAL INVESTIGATOR

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
Model Details: Twenty PWA will participate in this pilot study, randomly assigned to the µEMA condition (n = 10) or traditional EMA condition (n = 10). In both the µEMA and traditional EMA protocols, the smartwatch will vibrate to alert the participant to a prompt to complete either a single picture naming trial (in the µEMA condition) or a set of picture naming trials (in the traditional EMA condition). The only difference between conditions will be the trial delivery schedule: PWA in the µEMA condition will complete a single naming trial at a time, 36 times per day whereas PWA in the traditional EMA condition will receive four prompts per day to complete a set of nine picture naming trials per prompt.
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

Individual participant data will be made available to other researchers upon reasonable request.

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).

Locations