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Feller JJ, Duff MC, Clough S, Jacobson GP, Roberts RA, Romero DJ. Evidence of Peripheral Vestibular Impairment Among Adults With Chronic Moderate-Severe Traumatic Brain Injury. Am J Audiol 2024:1-17. [PMID: 39392912 DOI: 10.1044/2024_aja-24-00058] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/13/2024] Open
Abstract
PURPOSE Traumatic brain injury (TBI) is a leading cause of death and disability among adults in the United States. There is evidence to suggest the peripheral vestibular system is vulnerable to damage in individuals with TBI. However, there are limited prospective studies that describe the type and frequency of vestibular impairment in individuals with chronic moderate-severe TBI (> 6 months postinjury). METHOD Cervical and ocular vestibular evoked myogenic potentials (VEMPs) and video head impulse test (vHIT) were used to assess the function of otolith organ and horizontal semicircular canal (hSCC) pathways in adults with chronic moderate-severe TBI and in noninjured comparison (NC) participants. Self-report questionnaires were administered to participants with TBI to determine prevalence of vestibular symptoms and quality of life associated with those symptoms. RESULTS Chronic moderate-severe TBI was associated with a greater degree of impairment in otolith organ, rather than hSCC, pathways. About 63% of participants with TBI had abnormal VEMP responses, compared to only ~10% with abnormal vHIT responses. The NC group had significantly less abnormal VEMP responses (~7%), while none of the NC participants had abnormal vHIT responses. As many as 80% of participants with TBI reported vestibular symptoms, and up to 36% reported that these symptoms negatively affected their quality of life. CONCLUSIONS Adults with TBI reported vestibular symptoms and decreased quality of life related to those symptoms and had objective evidence of peripheral vestibular impairment. Vestibular testing for adults with chronic TBI who report persistent dizziness and imbalance may serve as a guide for treatment and rehabilitation in these individuals.
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Affiliation(s)
- Jessica J Feller
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center, Nashville, TN
- Neuroscience Graduate Program, Vanderbilt University, Nashville, TN
| | - Melissa C Duff
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center, Nashville, TN
| | - Sharice Clough
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center, Nashville, TN
- Max Planck Institute for Psycholinguistics, Nijmegen, The Netherlands
| | - Gary P Jacobson
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center, Nashville, TN
| | - Richard A Roberts
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center, Nashville, TN
| | - Daniel J Romero
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center, Nashville, TN
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Lord KM, Duff MC, Brown-Schmidt S. Temporary ambiguity and memory for the context of spoken language in adults with moderate-severe traumatic brain injury. BRAIN AND LANGUAGE 2024; 257:105471. [PMID: 39317046 DOI: 10.1016/j.bandl.2024.105471] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/05/2023] [Revised: 06/07/2024] [Accepted: 09/07/2024] [Indexed: 09/26/2024]
Abstract
Language is processed incrementally, with addressees considering multiple candidate interpretations as speech unfolds, supporting the retention of these candidate interpretations in memory. For example, after interpreting the utterance, "Click on the striped bag", listeners exhibit better memory for non-mentioned items in the context that were temporarily consistent with what was said (e.g., dotted bag), vs. not consistent (e.g., dotted tie), reflecting the encoding of linguistic context in memory. Here, we examine the impact of moderate-severe traumatic brain injury (TBI) on memory for the contexts of language use. Participants with moderate-severe TBI (N=71) and non-injured comparison participants (NC, N=85) interpreted temporarily ambiguous utterances in rich contexts. A subsequent memory test demonstrated that participants with TBI exhibited impaired memory for context items and an attenuated memory advantage for mentioned items compared to NC participants. Nonetheless, participants with TBI showed similar, although attenuated, patterns in memory for temporarily-activated items as NC participants.
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Affiliation(s)
- Kaitlin M Lord
- Department of Psychological Science, University of California, Irvine, USA.
| | - Melissa C Duff
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center, USA
| | - Sarah Brown-Schmidt
- Department of Psychology and Human Development, Peabody College, Vanderbilt University, USA
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Mitchell JT, Edwards M, Walsh K, Brown-Schmidt S, Duff MC. Comprehension of Miranda warnings in adults with chronic, moderate-severe traumatic brain injury. JOURNAL OF COMMUNICATION DISORDERS 2024; 111:106452. [PMID: 39029420 DOI: 10.1016/j.jcomdis.2024.106452] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/24/2023] [Revised: 05/15/2024] [Accepted: 07/14/2024] [Indexed: 07/21/2024]
Abstract
INTRODUCTION To compare comprehension of Miranda rights in adults with traumatic brain injury (TBI) versus adults without TBI as measured by response accuracy on the Miranda Right Comprehension Instruments. METHODS Data were collected virtually via teleconferencing from July 2022 to February 2023. Participants included 25 adults with moderate-severe TBI (12 females, 13 males) and 25 adults without TBI (12 females, 13 males), ages 20-55 years. In this observational study, both groups (with and without TBI) completed the Miranda Right Comprehension Instruments (MRCI), which includes four instruments including Comprehension of Miranda Rights, Comprehension of Miranda Rights-Recognition, Function of Rights in Interrogation, Comprehension of Miranda Vocabulary instruments. Response accuracy on the MRCI was compared across groups. RESULTS The TBI group was significantly less accurate when responding to questions on the MRCI compared to the NC group. CONCLUSION Individuals with chronic moderate-severe TBI underperform their non-injured peers on the Miranda Rights Comprehension Instruments, a tool used in legal settings when there is doubt about an individual's understanding of their Miranda rights. TBI is a risk factor for disruptions in comprehension of language in legal contexts that may, in part, contribute to the increased interaction with the criminal justice system and incarceration for individuals with TBI. Implications for policy, advocating, and intervention are discussed.
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Affiliation(s)
- Jade T Mitchell
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center.
| | | | - Kimberly Walsh
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center
| | | | - Melissa C Duff
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center
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Morrow EL, Brown-Schmidt S, Duff MC. Memory for Conversation in Traumatic Brain Injury: A Feasibility Study and Preliminary Findings. JOURNAL OF SPEECH, LANGUAGE, AND HEARING RESEARCH : JSLHR 2024; 67:2343-2352. [PMID: 38861453 PMCID: PMC11253794 DOI: 10.1044/2024_jslhr-23-00420] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/11/2023] [Revised: 03/05/2024] [Accepted: 04/14/2024] [Indexed: 06/13/2024]
Abstract
PURPOSE Despite common clinical complaints about memory for conversation after traumatic brain injury (TBI), the nature and severity of this deficit are unknown. In this research note, we report feasibility and preliminary data from a new conversation memory study protocol. METHOD Participants in this feasibility study were 10 pairs, each including an adult with chronic, moderate-to-severe TBI and their chosen familiar conversation partner. The experiment began with a naturalistic conversation between participants with TBI and their conversation partners. After a filled delay, participants next completed verbal recall for the conversation, which we transcribed and coded for their accuracy relative to the original conversation. Participants also read chosen statements from their original conversation and predicted what each partner would remember in a week. One week later, participants completed a posttest about who said each of the chosen statements, allowing direct comparison to their predictions. RESULTS We successfully collected conversation memory data from all 10 pairs, suggesting that this protocol is feasible for future study. In this preliminary sample, people with TBI and their conversation partners did not differ in the accuracy of their recall for the conversation about 20 min after it occurred. When asked to predict their partner's delayed memory, conversation partners were less accurate than participants with TBI because they underestimated how much their partners with TBI would remember. CONCLUSION Measuring memory for conversation in TBI is feasible and may advance the characterization of cognitive-communication impairment in TBI, and its heterogeneity, in everyday contexts. SUPPLEMENTAL MATERIAL https://doi.org/10.23641/asha.25927513.
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Affiliation(s)
- Emily L. Morrow
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center, Nashville, TN
- Division of General Internal Medicine and Public Health, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN
- Center for Health Behavior and Health Education, Vanderbilt University Medical Center, Nashville, TN
| | | | - Melissa C. Duff
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center, Nashville, TN
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Morrow EL, Duff MC. Sleep Disruption Persists and Relates to Memory Disability After Traumatic Brain Injury: A Cross-Sectional Study of Adults in the Chronic Phase of Injury. J Head Trauma Rehabil 2024:00001199-990000000-00156. [PMID: 38758100 DOI: 10.1097/htr.0000000000000957] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/18/2024]
Abstract
OBJECTIVE To examine sleep disruption in chronic traumatic brain injury (TBI) across 3 aims: (1) to examine differences in self-reported sleep disruption between adults with and without a chronic history of TBI; (2) to query reported changes in sleep after TBI; and (3) to explore the relationship between self-reported sleep disruption and memory failures in daily life. SETTING Community-dwelling participants completed self-report sleep and memory surveys as part of their participation in a larger patient registry. PARTICIPANTS This study included 258 participants, and half (n = 129) of them have a chronic history of moderate-severe TBI (mean time since injury is 5.1 [SD 6.5] years). DESIGN We report descriptive statistics from this matched cross-sectional study on sleep in the chronic phase of injury. We also used planned Wilcoxon ranked-sum tests and exploratory correlations to examine the relationships of sleep disruption with TBI diagnosis, injury chronicity, and memory. MAIN MEASURES We used the Pittsburgh Sleep Quality Index to measure sleep disruption and the Epworth Sleepiness Scale to measure daytime sleepiness. Participants answered questions about postinjury sleep and responded to the Everyday Memory Questionnaire as a measure of memory failures in daily life. RESULTS Individuals with TBI had significantly higher rates of sleep disruption than those without TBI, as measured by the Pittsburgh Sleep Quality Index but not on the Epworth Sleepiness Scale. Sleep disruption in TBI manifested more in sleep quality than quantity. Half of the participants with TBI reported a negative change in sleep postinjury. In an exploratory analysis, sleep disruption was related to memory failure in daily life in the TBI sample. CONCLUSIONS Sleep disruption persists long after TBI but may be under-recognized in people with chronic TBI. Given that sleep is critical for memory and rehabilitation outcomes well into the chronic phase of injury, steps to improve the identification and management of sleep disruption are needed. Key words:chronic, memory, sleep, traumatic brain injury.
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Affiliation(s)
- Emily L Morrow
- Department of Hearing & Speech Sciences (Dr Morrow and Dr Duff), Department of Medicine, Division of General Internal Medicine & Public Health (Dr Morrow), Center for Health Behavior & Health Education (Dr Morrow), Vanderbilt University Medical Center, Nashville, Tennessee
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Morrow EL, Mattis-Roesch H, Walsh K, Duff MC. Measurement of Sleep in Chronic Traumatic Brain Injury: Relationship Between Self-report and Actigraphy. J Head Trauma Rehabil 2024; 39:E132-E140. [PMID: 37702663 PMCID: PMC10927608 DOI: 10.1097/htr.0000000000000894] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/14/2023]
Abstract
OBJECTIVE To examine the relationship between self-report and actigraphy measurement of sleep in people with and without traumatic brain injury (TBI) by addressing 2 aims: (1) to assess the relationship between self-report and actigraphy for sleep quantity in people with and without TBI; and (2) to explore how self-report and actigraphy capture sleep quality in TBI. SETTING Participants completed the study over 2 weeks in their own homes. They wore activity monitors, day and night, throughout the experiment and completed morning sleep diaries while interacting with an experimenter on videoconference. PARTICIPANTS This project was embedded in a larger study on sleep and word learning in 100 adults: 50 with chronic, moderate-severe TBI and 50 demographically matched noninjured peers. Of the 100 participants who completed the larger study, 92 participants (45 with TBI and 47 noninjured peers) had sufficient actigraphy data for inclusion in the current study. DESIGN We used multilevel linear regression models and correlation analyses to assess how well participants' self-report corresponded to actigraphy measurement of sleep. MAIN MEASURES Actigraphy measures included nightly sleep duration and nighttime wakeups. Sleep diary measures included self-reported nightly sleep duration, nighttime wakeups, sleep quality, and morning fatigue. RESULTS People with and without TBI did not differ in the relationship between self-reported and actigraphy measurement of sleep quantity. Performance on a neuropsychological memory assessment did not correlate with the difference in self-reported and actigraphy-measured sleep in the TBI group. Sleep characteristics that were measured by actigraphy did not predict subjective experiences of sleep quality or fatigue. CONCLUSIONS Short-term self-report diaries capture accurate information about sleep quantity in individuals with TBI and may support self-report of other daily habits. Future research is needed to identify reliable metrics of sleep quality, and how they relate to other domains such as memory and mood, in the chronic phase of TBI.
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Affiliation(s)
- Emily L Morrow
- Departments of Hearing and Speech Sciences (Drs Morrow and Duff, Mss Mattis-Roesch and Walsh) and Medicine, Division of General Internal Medicine and Public Health (Dr Morrow), Vanderbilt University Medical Center, Nashville, Tennessee; and Center for Health Behavior and Health Education, Vanderbilt University Medical Center, Nashville, Tennessee (Dr Morrow)
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Toma CL, Hwang J, Kakonge L, Morrow EL, Turkstra LS, Mutlu B, Duff MC. Does Facebook Use Provide Social Benefits to Adults with Traumatic Brain Injury? CYBERPSYCHOLOGY, BEHAVIOR AND SOCIAL NETWORKING 2024; 27:214-220. [PMID: 38466929 PMCID: PMC10924117 DOI: 10.1089/cyber.2023.0211] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/13/2024]
Abstract
Drawing on the social compensation hypothesis, this study investigates whether Facebook use facilitates social connectedness for individuals with traumatic brain injury (TBI), a common and debilitating medical condition that often results in social isolation. In a survey (N = 104 participants; n = 53 with TBI, n = 51 without TBI), individuals with TBI reported greater preference for self-disclosure on Facebook (vs. face-to-face) compared to noninjured individuals. For noninjured participants, a preference for Facebook self-disclosure was associated with the enactment of relational maintenance behaviors on Facebook, which was then associated with greater closeness with Facebook friends. However, no such benefits emerged for individuals with TBI, whose preference for Facebook self-disclosure was not associated with relationship maintenance behaviors on Facebook, and did not lead to greater closeness with Facebook friends. These findings show that the social compensation hypothesis has partial utility in the novel context of TBI, and suggest the need for developing technological supports to assist this vulnerable population on social media platforms.
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Affiliation(s)
- Catalina L. Toma
- Department of Communication Arts, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Juwon Hwang
- School of Media and Strategic Communications, Oklahoma State University, Stillwater, Oklahoma, USA
| | - Lisa Kakonge
- School of Rehabilitation Science, McMaster University, Hamilton, Ontario, Canada
| | - Emily L. Morrow
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center, Nashville, Tennessee, USA
- Division of General Internal Medicine and Public Health, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, USA
- Center for Health Behavior and Health Education, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Lyn S. Turkstra
- School of Rehabilitation Science, McMaster University, Hamilton, Ontario, Canada
| | - Bilge Mutlu
- Department of Computer Sciences, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Melissa C. Duff
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center, Nashville, Tennessee, USA
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Lord K, Zimmerman J, Duff MC, Brown-Schmidt S. Memory for social media images following traumatic brain injury. Brain Inj 2023; 37:1334-1344. [PMID: 37902249 PMCID: PMC10842253 DOI: 10.1080/02699052.2023.2272902] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2022] [Accepted: 10/15/2023] [Indexed: 10/31/2023]
Abstract
PRIMARY OBJECTIVE An emerging body of research examines the role of computer-mediated communication in supporting social connection in persons with traumatic brain injury (TBI). We examine the cognitive impacts of engaging with images posted to social media for persons with moderate-severe TBI. RESEARCH DESIGN Prior work shows that after viewing social media posts, adults have better memory for posts when they generate a comment about the post. We examined if persons with TBI experience a memory benefit for commented-upon social media images similar to non-injured comparison participants. METHODS AND PROCEDURES 53 persons with moderate-to-severe TBI and 52 non-injured comparison participants viewed arrays of real social media images and were prompted to comment on some of them. After a brief delay, a surprise two-alternative forced choice recognition memory test measured memory for these images. MAIN OUTCOMES AND RESULTS Persons with TBI remembered social media images at above-chance levels and experienced a commenting-related memory boost much like non-injured comparison participants. CONCLUSIONS These findings add to a growing literature on the potential benefits of social media use in individuals with TBI and point to the benefits of active engagement for memory in social media contexts in TBI.
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Affiliation(s)
- Kaitlin Lord
- Vanderbilt University, Department of Psychology and Human Development
| | - Jordan Zimmerman
- Vanderbilt University, Department of Psychology and Human Development
- Harvard University, Department of Psychology
| | - Melissa C. Duff
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center
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Romero DJ, Feller J, Clough S, Jacobson G, Roberts RA, Duff M. Self-Reported Symptoms of Vertigo and Imbalance Are Prevalent Among Adults With Chronic Moderate-Severe Traumatic Brain Injury: A Preliminary Analysis. Am J Audiol 2023:1-6. [PMID: 37917920 DOI: 10.1044/2023_aja-23-00100] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2023] Open
Abstract
PURPOSE Dizziness and imbalance are common symptoms during the acute phase of traumatic brain injury (TBI). However, there is evidence to suggest that these symptoms persist into the chronic phase of injury. Few prospective studies have examined the frequency and type of dizziness and imbalance in adults with chronic moderate-severe TBI. The aim of this preliminary analysis was to investigate the prevalence of these symptoms in adults with chronic moderate-severe TBI. METHOD Twenty-four adults with chronic moderate-severe TBI and a group of 19 age-, sex-, and education-matched noninjured comparison participants were recruited. Self-reported dizziness and imbalance were measured using a modified version of a standard case history form. Significant associations between group (TBI group or noninjured comparison [NC] participants) and self-reports of dizziness, imbalance, and related symptoms (endorsed "yes" or "no") were explored. RESULTS The TBI group most reported lightheadedness (75%), vertigo (38%), and imbalance and/or falling (46%). The most common related symptom reported by the TBI group was headache (63%) and nausea (46%). Significant associations revealed that the TBI group responded "yes" in higher percentages than the NC group across all categories (dizziness, imbalance, and related symptoms). There were no statistically significant relationships among dizziness, imbalance, or headache symptoms within the TBI group. CONCLUSIONS These preliminary findings suggest that dizziness and imbalance are prevalent in adults with chronic moderate-severe TBI. Persistent vertiginous symptoms may point to an underlying vestibular impairment. However, further research is needed to characterize vestibular function in chronic moderate-severe TBI.
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Affiliation(s)
- Daniel J Romero
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center, Nashville, TN
| | - Jessica Feller
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center, Nashville, TN
| | - Sharice Clough
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center, Nashville, TN
| | - Gary Jacobson
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center, Nashville, TN
| | - Richard A Roberts
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center, Nashville, TN
| | - Melissa Duff
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center, Nashville, TN
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Morrow EL, Mayberry LS, Duff MC. The growing gap: A study of sleep, encoding, and consolidation of new words in chronic traumatic brain injury. Neuropsychologia 2023; 184:108518. [PMID: 36804844 PMCID: PMC10174227 DOI: 10.1016/j.neuropsychologia.2023.108518] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2022] [Revised: 12/31/2022] [Accepted: 02/16/2023] [Indexed: 02/18/2023]
Abstract
Word learning is an iterative and dynamic process supported by multiple neural and cognitive systems. Converging evidence from behavioral, cellular, and systems neuroscience highlights sleep as an important support for memory and word learning over time. In many lab-based word learning experiments, participants encode and subsequently retrieve newly learned words in a single session. These designs are inadequate to capture the full dynamic word learning process, making them less ecologically valid. Single timepoint studies also limit investigation of the role of behavioral and lifestyle factors, like sleep, in supporting word learning over time. Adults with a history of traumatic brain injury (TBI), who commonly exhibit deficits in the memory systems that support word learning and report concomitant sleep disturbance, provide a unique opportunity to examine the link between memory, sleep, and word learning. Here we examined word learning over time and the influence of sleep on short- and long-term word recall in 50 adults with chronic moderate-severe TBI and 50 demographically matched neurotypical peers. We used a randomized within-participant crossover design to assess immediate encoding of new words and the consolidation of those words over time across intervals that did or did not involve sleep. Participants completed this study over the course of two weeks in their own homes to capture the iterative, dynamic process of real-world word learning. We also measured sleep in free living conditions using actigraphy throughout the experiment. Participants with TBI exhibited a word learning deficit that began at encoding and persisted across time. Critically, this deficit grew over the course of the week. The performance gap between groups was larger at the 1-week post-test than the immediate post-test, suggesting deficits in both encoding and consolidation of new words in individuals with TBI. Participants with and without TBI remembered more words when they slept after learning. Ecologically valid research designs that examine the relationship between memory, sleep, and word learning over time promise to advance mechanistic accounts of word learning and improve the long-term retention of new words in individuals with and without brain injury.
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Affiliation(s)
- Emily L Morrow
- Department of Hearing & Speech Sciences, Vanderbilt University Medical Center, USA; Department of Medicine, Division of General Internal Medicine & Public Health, Vanderbilt University Medical Center, USA; Center for Health Behavior and Health Education, Vanderbilt University Medical Center, USA.
| | - Lindsay S Mayberry
- Department of Medicine, Division of General Internal Medicine & Public Health, Vanderbilt University Medical Center, USA; Center for Health Behavior and Health Education, Vanderbilt University Medical Center, USA
| | - Melissa C Duff
- Department of Hearing & Speech Sciences, Vanderbilt University Medical Center, USA
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Zhao F, Lim H, Morrow EL, Turkstra LS, Duff MC, Mutlu B. Designing evidence-based support aids for social media access for individuals with moderate-severe traumatic brain injury: A preliminary acceptability study. Front Digit Health 2022; 4:991814. [PMID: 36606124 PMCID: PMC9808081 DOI: 10.3389/fdgth.2022.991814] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2022] [Accepted: 10/31/2022] [Indexed: 01/07/2023] Open
Abstract
Background Adults with traumatic brain injury (TBI) report significant barriers to using current social media platforms, including cognitive overload and challenges in interpreting social cues. Rehabilitation providers may be tasked with helping to address these barriers. Objectives To develop technological supports to increase social media accessibility for people with TBI-related cognitive impairments and to obtain preliminary data on the perceived acceptability, ease of use, and utility of proposed technology aids. Methods We identified four major barriers to social media use among individuals with TBI: sensory overload, memory impairments, misreading of social cues, and a lack of confidence to actively engage on social media platforms. We describe the process of developing prototypes of support aids aimed at reducing these specific social media barriers. We created mock-ups of these prototypes and asked 46 community-dwelling adults with TBI (24 females) to rate the proposed aids in terms of their acceptability, ease of use, and utility. Results Across all aids, nearly one-third of respondents agreed they would use the proposed aids frequently, and the majority of respondents rated the proposed aids as easy to use. Respondents indicated that they would be more likely to use the memory and post-writing aids than the attention and social cue interpretation aids. Conclusions Findings provide initial support for social-media-specific technology aids to support social media access and social participation for adults with TBI. Results from this study have design implications for future development of evidence-based social media support aids. Future work should develop and deploy such aids and investigate user experience.
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Affiliation(s)
- Fangyun Zhao
- Department of Computer Sciences, University of Wisconsin-Madison, Madison, WI, United States,Department of Psychology, University of Wisconsin-Madison, Madison, WI, United States
| | - Hajin Lim
- Department of Computer Sciences, University of Wisconsin-Madison, Madison, WI, United States
| | - Emily L. Morrow
- Department of Hearing & Speech Sciences, Vanderbilt University Medical Center, Nashville, TN, United States
| | - Lyn S. Turkstra
- School of Rehabilitation Science, McMaster University, Hamilton, ON, United States
| | - Melissa C. Duff
- Department of Hearing & Speech Sciences, Vanderbilt University Medical Center, Nashville, TN, United States,Correspondence: Melissa Duff
| | - Bilge Mutlu
- Department of Computer Sciences, University of Wisconsin-Madison, Madison, WI, United States
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Morrow EL, Duff MC, Mayberry LS. Mediators, Moderators, and Covariates: Matching Analysis Approach for Improved Precision in Cognitive-Communication Rehabilitation Research. JOURNAL OF SPEECH, LANGUAGE, AND HEARING RESEARCH : JSLHR 2022; 65:4159-4171. [PMID: 36306506 PMCID: PMC9940892 DOI: 10.1044/2022_jslhr-21-00551] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/03/2023]
Abstract
PURPOSE The dual goals of this tutorial are (a) to increase awareness and use of mediation and moderation models in cognitive-communication rehabilitation research by describing options, benefits, and attainable analytic approaches for researchers with limited resources and sample sizes and (b) to describe how these findings may be interpreted for clinicians consuming research to inform clinical care. METHOD We highlight key insights from the social sciences literature pointing to the risks of common approaches to linear modeling, which may slow progress in clinical-translational research and reduce the clinical utility of our work. We discuss the potential of mediation and moderation analyses to reduce the research-to-practice gap and describe how researchers may begin to implement these models, even in smaller sample sizes. We discuss how these preliminary analyses can help focus resources for larger trials to fully encapsulate the heterogeneity of individuals with cognitive-communication disorders. RESULTS In rehabilitation research, we study groups, but we use the findings from those studies to treat individuals. The most functional clinical research is about more than establishing only whether a given effect exists for an "average person" in the group of interest. It is critical to understand the active ingredients and mechanisms of action by which a given treatment works (mediation) and to know which circumstances, contexts, or individual characteristics might make that treatment most beneficial (moderation). CONCLUSIONS Increased adoption of mediation and moderation approaches, executed in appropriate steps, could accelerate progress in cognitive-communication rehabilitation research and lead to the development of targeted treatments that work for more clients. In a field that has made limited progress in developing successful interventions for the last several decades, it is critical that we harness new approaches to advance clinical-translational research results for complex, heterogeneous groups with cognitive-communication disorders.
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Affiliation(s)
- Emily L. Morrow
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center, Nashville, TN
- Department of Medicine, Division of General Internal Medicine & Public Health, Vanderbilt University Medical Center, Nashville, TN
- Center for Health Behavior and Health Education, Vanderbilt University Medical Center, Nashville, TN
| | - Melissa C. Duff
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center, Nashville, TN
| | - Lindsay S. Mayberry
- Department of Medicine, Division of General Internal Medicine & Public Health, Vanderbilt University Medical Center, Nashville, TN
- Center for Health Behavior and Health Education, Vanderbilt University Medical Center, Nashville, TN
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