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Predicting Rehabilitation Outcomes in Bilingual Aphasia Using Computational Modeling

Double-blind Randomized Trial Investigating the Use of Computational Modeling to Predict Rehabilitation Outcomes in Bilingual Aphasia

Status
UNKNOWN
Phases
NA
Study type
Interventional
Source
ClinicalTrials.gov
Registry ID
NCT02916524
Acronym
PROCoM
Enrollment
48
Registered
2016-09-27
Start date
2018-04-20
Completion date
2023-07-31
Last updated
2021-04-19

For informational purposes only — not medical advice. Sourced from public registries and may not reflect the latest updates. Terms

Conditions

Aphasia

Keywords

Aphasia, Bilingualism, Language therapy, Rehabilitation of speech and language disorders, Speech-language pathology

Brief summary

The purpose of this investigation is to implement a computational model that can predict and optimize training and cross-language generalization patterns for bilingual persons with aphasia (BPA). The proposed work will determine the best possible treatment program for each individual patient even before they are rehabilitated. In addition, the computational model allows specification of variables such as age of acquisition, language exposure/proficiency, impairment and their systematic influence on a range of language rehabilitation outcomes.

Interventions

SFA training entails having the speech-language pathologist (SLP) guide the participant through generation of pertinent semantic features for pictured treatment items (e.g., category membership, physical description, location of item in context, action associated with item). Treatment is applied to a set of items in the context of single-subject, multiple baseline designs so that replication of treatment effects could be evaluated within and across participants. Treatment will be administered two times per week until prescribed accuracy levels were met during treatment probes or a maximum number of treatment sessions was completed.

Sponsors

National Institute on Deafness and Other Communication Disorders (NIDCD)
CollaboratorNIH
Boston University Charles River Campus
Lead SponsorOTHER

Study design

Allocation
RANDOMIZED
Intervention model
PARALLEL
Primary purpose
TREATMENT
Masking
DOUBLE (Subject, Outcomes Assessor)

Eligibility

Sex/Gender
ALL
Age
18 Years to 85 Years
Healthy volunteers
No

Inclusion criteria

* Any number of years of education * Bilingual: speaking both Spanish and English (or Chinese and English) with any degree of language proficiency prior to stroke * Aphasia secondary to a left-hemisphere stroke (diagnosed by a neurologist on the basis of clinical CT/MRI imaging or medical reports) * Aphasia resulting from stroke or dementia * Naming deficits must be present with concurrent lexical/semantic impairment * Visual and auditory acuity sufficient for all assessment and treatment procedures * Ability to understand study and follow study procedures for the entire length of the study

Exclusion criteria

* Premorbid history of speech/language disorder * Proficient in more than just Spanish and English (or Chinese and English) * Overt, behaviorally noticeable, attentional limitations that interfere with completing the experimental tasks * Active medical disease that may compromise participation (e.g., cancer undergoing acute treatment, unstable diabetes, renal or hepatic insufficiency, fluctuating systemic immunological disease such as systemic lupus erythematosis, etc.) * Currently taking medications that are known to exert significant effects on cognitive processes, such as neuroleptics, steroids, anticholinesterase inhibitors, etc. * Current drug or alcohol use or dependence that would interfere with adherence to study requirements, in the opinion of the principal investigator * Inability or unwillingness of individual to give written informed consent * Diagnosed with mental illness other than active depression * Neurological condition other than that which resulted in aphasia

Design outcomes

Primary

MeasureTime frameDescription
Word Retrieval Accuracy in both languagesThrough study completion, an average of 10 weeksAccuracy of naming of pictured treated and untreated items in both languages will be assessed in probes conducted separate from treatment. Probes were conducted repeatedly throughout the study, from baseline (prior to treatment) to the end of treatment. All naming responses were scored using as correct or incorrect. A percentage accuracy was calculated for each set of items for every probe session. Baseline probe scores were compared to end of treatment probe scores to obtain individual effect sizes for each sets of items for each participant (i.e., several effect sizes were calculated for each participant).

Secondary

MeasureTime frameDescription
Category fluency task in both languagesWeek 1 and up to 10 weeksAssesses category fluency
Communication Effectiveness Index (CETI) for both languagesWeek 1 and up to 10 weeksDetermines communication effectiveness by proxy
Pyramids and Palm Trees Test (PAPT) 3 pictures versionWeek 1 and up to 10 weeksAssesses semantic processing ability
Aphasia BankWeek 1 and up to 10 weeksAssesses discourse
Verbal fluency task (COWAT) in both languagesWeek 1 and up to 10 weeksAssesses general fluency
Boston Naming Test (BNT) in both languagesWeek 1 and up to 10 weeksNaming pictured items
Bilingual Aphasia Test (BAT) B and C in both languagesWeek 1 and up to 10 weeksAssesses each of the languages of a bilingual or multilingual individual with aphasia
Western Aphasia Battery (WAB) in both languagesWeek 1 and up to 10 weeksAssesses the levels of impairment of aphasia
Cognitive Linguistic Quick Test (CLQT) in both languagesWeek 1 and up to 10 weeksAssesses the contribution of cognitive deficits to language dysfunction
Psycholinguistic assessments of language processing in aphasia (PALPA) in both languagesWeek 1 and up to 10 weeksReading single words and understanding spoken words

Countries

United States

Contacts

Primary ContactNishaat Mukadam, MA
mukadamn@bu.edu617-353-2706

Outcome results

None listed

Source: ClinicalTrials.gov · Data processed: Apr 12, 2026