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A Time-Saving Alternative to "Peak-Picking" Algorithms: A Gaussian Mixture Model Feature Extraction Technique for the Neurodiagnostic Auditory Brainstem Response. 选峰 "算法的省时替代方案:神经诊断听性脑干反应的高斯混合模型特征提取技术。
IF 2.6 2区 医学
Ear and Hearing Pub Date : 2024-09-01 Epub Date: 2024-02-29 DOI: 10.1097/AUD.0000000000001498
Aryn M Kamerer
{"title":"A Time-Saving Alternative to \"Peak-Picking\" Algorithms: A Gaussian Mixture Model Feature Extraction Technique for the Neurodiagnostic Auditory Brainstem Response.","authors":"Aryn M Kamerer","doi":"10.1097/AUD.0000000000001498","DOIUrl":"10.1097/AUD.0000000000001498","url":null,"abstract":"<p><strong>Objectives: </strong>The accurate and efficient analysis of neurodiagnostic auditory brainstem responses (ABR) plays a critical role in assessing auditory pathway function in human and animal research and in clinical diagnosis. Traditional analysis of the neurodiagnostic ABR analysis involves visual inspection of the waveform and manually marking peaks and troughs. Visual inspection is a tedious and time-consuming task, especially in research where there may be hundreds or thousands of waveforms to analyze. \"Peak-picking\" algorithms have made this task faster; however, they are prone to the same errors as visual inspection. A Gaussian mixture model-based feature extraction technique (GMM-FET) is a descriptive model of ABR morphology and an alternative to peak-picking algorithms. The GMM-FET is capable of modeling multiple waves and accounting for wave interactions, compared with other template-matching approaches that fit single waves.</p><p><strong>Design: </strong>The present study is a secondary analysis applying the GMM-FET to 321 ABRs from adult humans from 2 datasets using different stimuli and recording parameters. Goodness-of-fit of the GMM-FET to waves I and V and surrounding waves, that is, the summating potential and waves IV and VI, was assessed, and latency and amplitude estimations by the GMM-FET were compared with estimations from visual inspection.</p><p><strong>Results: </strong>The GMM-FET had a similar success rate to visual inspection in extracting peak latency and amplitude, and there was low RMS error and high intraclass correlation between the model and response waveform. Mean peak latency differences between the GMM-FET and visual inspection were small, suggesting the two methods chose the same peak in the majority of waveforms. The GMM-FET estimated wave I amplitudes within 0.12 µV of visual inspection, but estimated larger wave V amplitudes than visual inspection.</p><p><strong>Conclusions: </strong>The results suggest the GMM-FET is an appropriate method for extracting peak latencies and amplitudes for neurodiagnostic analysis of ABR waves I and V.</p>","PeriodicalId":55172,"journal":{"name":"Ear and Hearing","volume":null,"pages":null},"PeriodicalIF":2.6,"publicationDate":"2024-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11325956/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139991950","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
"Close to My Community": A Qualitative Study of Community Health Worker-Supported Teleaudiology Hearing Aid Services. "贴近我的社区":社区卫生工作者支持的远程听力助听服务定性研究》。
IF 2.6 2区 医学
Ear and Hearing Pub Date : 2024-09-01 Epub Date: 2024-05-30 DOI: 10.1097/AUD.0000000000001507
Laura Coco, Kimberly Leon, Cecilia Navarro, Rosie Piper, Scott Carvajal, Nicole Marrone
{"title":"\"Close to My Community\": A Qualitative Study of Community Health Worker-Supported Teleaudiology Hearing Aid Services.","authors":"Laura Coco, Kimberly Leon, Cecilia Navarro, Rosie Piper, Scott Carvajal, Nicole Marrone","doi":"10.1097/AUD.0000000000001507","DOIUrl":"10.1097/AUD.0000000000001507","url":null,"abstract":"<p><strong>Objectives: </strong>Given well-documented disparities in rural and minority communities, alternative service delivery models that help improve access to hearing care are needed. This article reports on a study of older Latino adults with hearing loss who received hearing aid services with Community Health Workers (CHWs) providing support via teleaudiology. The present study used qualitative data to explore perceptions of this novel service delivery model.</p><p><strong>Design: </strong>Participants completed semistructured interviews related to their experiences in the intervention approximately 17 weeks after the hearing aid fitting appointment. Two coders independently coded the data, using an iterative deductive and inductive thematic analysis approach. Inter-rater reliability was good (κ = 0.80).</p><p><strong>Results: </strong>Of the 28 participants, 19 were interviewed (CHW group: n = 9, 8 females; non-CHW group: n = 10, 9 females). Both groups of participants reported experiencing barriers in access to care and reported positive experiences with teleaudiology and with hearing aids as part of the trial. CHW group participants reported interactions with patient-site facilitators that were indicative of patient-centeredness.</p><p><strong>Conclusions: </strong>Results demonstrate the feasibility and potential effectiveness of trained CHWs as patient-site facilitators in teleaudiology-delivered hearing aid services for adults.</p>","PeriodicalId":55172,"journal":{"name":"Ear and Hearing","volume":null,"pages":null},"PeriodicalIF":2.6,"publicationDate":"2024-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11333189/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141177060","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Coalition for Global Hearing Health Hearing Care Pathways Working Group: Guidelines for Clinical Guidance for Readiness and Development of Evidence-Based Early Hearing Detection and Intervention Programs. 全球听力健康联盟听力保健途径工作组:以证据为基础的早期听力检测和干预计划的准备和发展临床指导指南。
IF 2.6 2区 医学
Ear and Hearing Pub Date : 2024-09-01 Epub Date: 2024-05-24 DOI: 10.1097/AUD.0000000000001501
Christine Yoshinaga-Itano, Gwen Carr, Adrian Davis, Teresa Y C Ching, King Chung, Jackie Clark, Samantha Harkus, Meei-Ling Kuan, Suneela Garg, Sheila Andreoli Balen, Shannon O'Leary
{"title":"Coalition for Global Hearing Health Hearing Care Pathways Working Group: Guidelines for Clinical Guidance for Readiness and Development of Evidence-Based Early Hearing Detection and Intervention Programs.","authors":"Christine Yoshinaga-Itano, Gwen Carr, Adrian Davis, Teresa Y C Ching, King Chung, Jackie Clark, Samantha Harkus, Meei-Ling Kuan, Suneela Garg, Sheila Andreoli Balen, Shannon O'Leary","doi":"10.1097/AUD.0000000000001501","DOIUrl":"10.1097/AUD.0000000000001501","url":null,"abstract":"<p><p>Editor's Note: The following article discusses the timely topic Clinical Guidance in the areas of Evidence-Based Early Hearing Detection and Intervention Programs. This article aims to discuss areas of services needed, guidance to countries/organizations attempting to initiate early hearing detection and intervention systems. Expert consensus and systematic/scoping reviews were combined to produce recommendations for evidence-based clinical practice. In Ear and Hearing, our long-term goal for the Point of View article is to stimulate the field's interest in and to enhance the appreciation of the author's area of expertise. Hearing is an important sense for children to develop cognitive, speech, language, and psychosocial skills. The goal of universal newborn hearing screening is to enable the detection of hearing loss in infants so that timely health and educational/therapeutic intervention can be provided as early as possible to improve outcomes. While many countries have implemented universal newborn hearing screening programs, many others are yet to start. As hearing screening is only the first step to identify children with hearing loss, many follow-up services are needed to help them thrive. However, not all of these services are universally available, even in high-income countries. The purposes of this article are (1) to discuss the areas of services needed in an integrated care system to support children with hearing loss and their families; (2) to provide guidance to countries/organizations attempting to initiate early hearing detection and intervention systems with the goal of meeting measurable benchmarks to assure quality; and (3) to help established programs expand and improve their services to support children with hearing loss to develop their full potential. Multiple databases were interrogated including PubMed, Medline (OVIDSP), Cochrane library, Google Scholar, Web of Science and One Search, ERIC, PsychInfo. Expert consensus and systematic/scoping reviews were combined to produce recommendations for evidence-based clinical practice. Eight essential areas were identified to be central to the integrated care: (1) hearing screening, (2) audiologic diagnosis and management, (3) amplification, (4) medical evaluation and management, (5) early intervention services, (6) family-to-family support, (7) D/deaf/hard of hearing leadership, and (8) data management. Checklists are provided to support the assessment of a country/organization's readiness and development in each area as well as to suggest alternative strategies for situations with limited resources. A three-tiered system (i.e., Basic, Intermediate, and Advanced) is proposed to help countries/organizations at all resource levels assess their readiness to provide the needed services and to improve their integrated care system. Future directions and policy implications are also discussed.</p>","PeriodicalId":55172,"journal":{"name":"Ear and Hearing","volume":null,"pages":null},"PeriodicalIF":2.6,"publicationDate":"2024-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11325981/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141089442","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Hearing Loss and Dementia: Where to From Here?: Erratum. 听力损失与痴呆症:何去何从?勘误。
IF 2.6 2区 医学
Ear and Hearing Pub Date : 2024-09-01 Epub Date: 2024-04-15 DOI: 10.1097/AUD.0000000000001521
{"title":"Hearing Loss and Dementia: Where to From Here?: Erratum.","authors":"","doi":"10.1097/AUD.0000000000001521","DOIUrl":"10.1097/AUD.0000000000001521","url":null,"abstract":"","PeriodicalId":55172,"journal":{"name":"Ear and Hearing","volume":null,"pages":null},"PeriodicalIF":2.6,"publicationDate":"2024-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141199046","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Hypothesis Tests for Continuous Audiometric Threshold Data. 连续听力阈值数据的假设检验。
IF 2.6 2区 医学
Ear and Hearing Pub Date : 2024-09-01 Epub Date: 2024-03-28 DOI: 10.1097/AUD.0000000000001503
Zechen Liu, Zhuoran Wei, Jiaxuan Li, Gary Curhan, Sharon Curhan, Molin Wang
{"title":"Hypothesis Tests for Continuous Audiometric Threshold Data.","authors":"Zechen Liu, Zhuoran Wei, Jiaxuan Li, Gary Curhan, Sharon Curhan, Molin Wang","doi":"10.1097/AUD.0000000000001503","DOIUrl":"10.1097/AUD.0000000000001503","url":null,"abstract":"<p><strong>Objectives: </strong>Hypothesis tests for hearing threshold data may be challenging due to the special structure of the response variable, which consists of the measurements from the participant's two ears at multiple frequencies. The commonly-used methods may have inflated type I error rates for the global test that examines whether exposure-hearing threshold associations exist in at least one of the frequencies. We propose using both-ear methods, including all frequencies in the same model for hypothesis testing.</p><p><strong>Design: </strong>We compared the both-ear method to commonly used single-ear methods, such as the worse-ear, better-ear, left/right-ear, average-ear methods, and both-ear methods that evaluate individual audiometric frequencies in separate models, through both theoretical consideration and a simulation study. Differences between the methods were illustrated using hypothesis tests for the associations between the Dietary Approaches to Stop Hypertension adherence score and 3-year change in hearing thresholds among participants in the Conservation of Hearing Study.</p><p><strong>Results: </strong>We found that (1) in the absence of ear-level confounders, the better-ear, worse-ear and left/right-ear methods have less power for frequency-specific tests and for the global test; (2) in the presence of ear-level confounders, the better-ear and worse-ear methods are invalid, and the left/right-ear and average-ear methods have less power, with the power loss in the left/right-ear much greater than the average-ear method, for frequency-specific tests and for the global test; and (3) the both-ear method with separate analyses for individual frequencies is invalid for the global test.</p><p><strong>Conclusions: </strong>For hypothesis testing to evaluate whether there are significant associations between an exposure of interest and audiometric hearing threshold measurements, the both-ear method that includes all frequencies in the same model is the recommended analytic approach.</p>","PeriodicalId":55172,"journal":{"name":"Ear and Hearing","volume":null,"pages":null},"PeriodicalIF":2.6,"publicationDate":"2024-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11325931/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140307821","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Childhood Listening and Associated Cognitive Difficulties Persist Into Adolescence. 童年时期的倾听和相关认知困难一直持续到青少年时期。
IF 2.6 2区 医学
Ear and Hearing Pub Date : 2024-09-01 Epub Date: 2024-05-20 DOI: 10.1097/AUD.0000000000001517
Katsuaki Kojima, Li Lin, Lauren Petley, Nathan Clevenger, Audrey Perdew, Mark Bodik, Chelsea M Blankenship, Lina Motlagh Zadeh, Lisa L Hunter, David R Moore
{"title":"Childhood Listening and Associated Cognitive Difficulties Persist Into Adolescence.","authors":"Katsuaki Kojima, Li Lin, Lauren Petley, Nathan Clevenger, Audrey Perdew, Mark Bodik, Chelsea M Blankenship, Lina Motlagh Zadeh, Lisa L Hunter, David R Moore","doi":"10.1097/AUD.0000000000001517","DOIUrl":"10.1097/AUD.0000000000001517","url":null,"abstract":"<p><strong>Objective: </strong>Listening difficulty (LiD) refers to the challenges individuals face when trying to hear and comprehend speech and other sounds. LiD can arise from various sources, such as hearing sensitivity, language comprehension, cognitive function, or auditory processing. Although some children with LiD have hearing loss, many have clinically normal audiometric thresholds. To determine the impact of hearing and cognitive factors on LiD in children with a clinically normal audiogram, we conducted a longitudinal study. The Evaluation of Children's Listening & Processing Skills (ECLiPS), a validated and standardized caregiver evaluation tool, was used to group participants as either LiD or typically developing (TD). Our previous study aimed to characterize LiD in 6- to 13-year-old children during the project's baseline, cross-sectional phase. We found that children with LiD needed a higher signal-to-noise ratio during speech-in-speech tests and scored lower on all assessed components of the NIH Cognition Toolbox than TD children. The primary goal of this study was to examine if the differences between LiD and TD groups are temporary or enduring throughout childhood.</p><p><strong>Design: </strong>This longitudinal study had three data collection waves for children with LiD and TD aged 6 to 13 years at Wave 1, followed by assessments at 2-year (Wave 2) and 4-year (Wave 3) intervals. Primary analysis focused on data from Waves 1 and 2. Secondary analysis encompassed all three waves despite high attrition at Wave 3. Caregivers completed the ECLiPS, while participants completed the Listening in Spatialized Noise-Sentences (LiSN-S) test and the NIH-Toolbox Cognition Battery during each wave. The analysis consisted of (1) examining longitudinal differences between TD and LiD groups in demographics, listening, auditory, and cognitive function; (2) identifying functional domains contributing to LiD; and (3) test-retest reliability of measures across waves. Mixed-effect models were employed to analyze longitudinal data.</p><p><strong>Results: </strong>The study enrolled 169 participants, with 147, 100, and 31 children completing the required testing during Waves 1, 2, and 3, respectively. The mean ages at these waves were 9.5, 12.0, and 14.0 years. On average, children with LiD consistently underperformed TD children in auditory and cognitive tasks across all waves. Maternal education, auditory, and cognitive abilities independently predicted caregiver-reported listening skills. Significant correlations between Waves 1 and 2 confirmed high, long-term reliability. Secondary analysis of Wave 3 was consistent with the primary analyses of Waves 1 and 2, reinforcing the enduring nature of listening difficulties.</p><p><strong>Conclusion: </strong>Children with LiD and clinically normal audiograms experience persistent auditory, listening, and cognitive challenges through at least adolescence. The degree of LiD can be independently predicted by","PeriodicalId":55172,"journal":{"name":"Ear and Hearing","volume":null,"pages":null},"PeriodicalIF":2.6,"publicationDate":"2024-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11333188/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141066262","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Midlife Speech Perception Deficits: Impact of Extended High-Frequency Hearing, Peripheral Neural Function, and Cognitive Abilities. 中年语音感知缺陷:扩展高频听力、外周神经功能和认知能力的影响。
IF 2.6 2区 医学
Ear and Hearing Pub Date : 2024-09-01 Epub Date: 2024-04-01 DOI: 10.1097/AUD.0000000000001504
Chhayakanta Patro, Angela Monfiletto, Aviya Singer, Nirmal Kumar Srinivasan, Srikanta Kumar Mishra
{"title":"Midlife Speech Perception Deficits: Impact of Extended High-Frequency Hearing, Peripheral Neural Function, and Cognitive Abilities.","authors":"Chhayakanta Patro, Angela Monfiletto, Aviya Singer, Nirmal Kumar Srinivasan, Srikanta Kumar Mishra","doi":"10.1097/AUD.0000000000001504","DOIUrl":"10.1097/AUD.0000000000001504","url":null,"abstract":"<p><strong>Objectives: </strong>The objectives of the present study were to investigate the effects of age-related changes in extended high-frequency (EHF) hearing, peripheral neural function, working memory, and executive function on speech perception deficits in middle-aged individuals with clinically normal hearing.</p><p><strong>Design: </strong>We administered a comprehensive assessment battery to 37 participants spanning the age range of 20 to 56 years. This battery encompassed various evaluations, including standard and EHF pure-tone audiometry, ranging from 0.25 to 16 kHz. In addition, we conducted auditory brainstem response assessments with varying stimulation rates and levels, a spatial release from masking (SRM) task, and cognitive evaluations that involved the Trail Making test (TMT) for assessing executive function and the Abbreviated Reading Span test (ARST) for measuring working memory.</p><p><strong>Results: </strong>The results indicated a decline in hearing sensitivities at EHFs and an increase in completion times for the TMT with age. In addition, as age increased, there was a corresponding decrease in the amount of SRM. The declines in SRM were associated with age-related declines in hearing sensitivity at EHFs and TMT performance. While we observed an age-related decline in wave I responses, this decline was primarily driven by age-related reductions in EHF thresholds. In addition, the results obtained using the ARST did not show an age-related decline. Neither the auditory brainstem response results nor ARST scores were correlated with the amount of SRM.</p><p><strong>Conclusions: </strong>These findings suggest that speech perception deficits in middle age are primarily linked to declines in EHF hearing and executive function, rather than cochlear synaptopathy or working memory.</p>","PeriodicalId":55172,"journal":{"name":"Ear and Hearing","volume":null,"pages":null},"PeriodicalIF":2.6,"publicationDate":"2024-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140332336","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Toward Automating Diagnosis of Middle- and Inner-ear Mechanical Pathologies With a Wideband Absorbance Regression Model. 利用宽带吸收率回归模型实现中耳和内耳机械病理诊断的自动化
IF 2.6 2区 医学
Ear and Hearing Pub Date : 2024-09-01 Epub Date: 2024-05-27 DOI: 10.1097/AUD.0000000000001516
Kristine Elisabeth Eberhard, Gabrielle R Merchant, Hideko Heidi Nakajima, Stephen T Neely
{"title":"Toward Automating Diagnosis of Middle- and Inner-ear Mechanical Pathologies With a Wideband Absorbance Regression Model.","authors":"Kristine Elisabeth Eberhard, Gabrielle R Merchant, Hideko Heidi Nakajima, Stephen T Neely","doi":"10.1097/AUD.0000000000001516","DOIUrl":"10.1097/AUD.0000000000001516","url":null,"abstract":"<p><strong>Objectives: </strong>During an initial diagnostic assessment of an ear with normal otoscopic exam, it can be difficult to determine the specific pathology if there is a mechanical lesion. The audiogram can inform of a conductive hearing loss but not the underlying cause. For example, audiograms can be similar between the inner-ear condition superior canal dehiscence (SCD) and the middle-ear lesion stapes fixation (SF), despite differences in pathologies and sites of lesion. To gain mechanical information, wideband tympanometry (WBT) can be easily performed noninvasively. Absorbance , the most common WBT metric, is related to the absorbed sound energy and can provide information about specific mechanical pathologies. However, absorbance measurements are challenging to analyze and interpret. This study develops a prototype classification method to automate diagnostic estimates. Three predictive models are considered: one to identify ears with SCD versus SF, another to identify SCD versus normal, and finally, a three-way classification model to differentiate among SCD, SF, and normal ears.</p><p><strong>Design: </strong>Absorbance was measured in ears with SCD and SF as well as normal ears at both tympanometric peak pressure (TPP) and 0 daPa. Characteristic impedance was estimated by two methods: the conventional method (based on a constant ear-canal area) and the surge method, which estimates ear-canal area acoustically.Classification models using multivariate logistic regression predicted the probability of each condition. To quantify expected performance, the condition with the highest probability was selected as the likely diagnosis. Model features included: absorbance-only, air-bone gap (ABG)-only, and absorbance+ABG. Absorbance was transformed into principal components of absorbance to reduce the dimensionality of the data and avoid collinearity. To minimize overfitting, regularization, controlled by a parameter lambda, was introduced into the regression. Average ABG across multiple frequencies was a single feature.Model performance was optimized by adjusting the number of principal components, the magnitude of lambda, and the frequencies included in the ABG average. Finally, model performances using absorbance at TPP versus 0 daPa, and using the surge method versus constant ear-canal area were compared. To estimate model performance on a population unknown by the model, the regression model was repeatedly trained on 70% of the data and validated on the remaining 30%. Cross-validation with randomized training/validation splits was repeated 1000 times.</p><p><strong>Results: </strong>The model differentiating between SCD and SF based on absorbance-only feature resulted in sensitivities of 77% for SCD and 82% for SF. Combining absorbance+ABG improved sensitivities to 96% and 97%. Differentiating between SCD and normal using absorbance-only provided SCD sensitivity of 40%, which improved to 89% by absorbance+ABG. A three-way model usin","PeriodicalId":55172,"journal":{"name":"Ear and Hearing","volume":null,"pages":null},"PeriodicalIF":2.6,"publicationDate":"2024-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11333182/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141155408","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Preliminary Validation of Stigma Measures Among Parents of Children Who Are d/Deaf or Hard of Hearing in the United States and Ghana. 美国和加纳聋人或重听儿童家长对污名化测量的初步验证。
IF 2.6 2区 医学
Ear and Hearing Pub Date : 2024-09-01 Epub Date: 2024-09-19 DOI: 10.1097/AUD.0000000000001471
Khalida Saalim, John D Kraemer, Neal Boafo, Melissa A Stockton, Nana Akua V Owusu, Elizabeth Troutman Adams, Rachel Stelmach, Bianca Birdsey, Joni Alberg, Richard Vormawor, Emmanuel Mankattah, Ransford Akrong, Kwaku Boateng, Laura Nyblade
{"title":"Preliminary Validation of Stigma Measures Among Parents of Children Who Are d/Deaf or Hard of Hearing in the United States and Ghana.","authors":"Khalida Saalim, John D Kraemer, Neal Boafo, Melissa A Stockton, Nana Akua V Owusu, Elizabeth Troutman Adams, Rachel Stelmach, Bianca Birdsey, Joni Alberg, Richard Vormawor, Emmanuel Mankattah, Ransford Akrong, Kwaku Boateng, Laura Nyblade","doi":"10.1097/AUD.0000000000001471","DOIUrl":"https://doi.org/10.1097/AUD.0000000000001471","url":null,"abstract":"&lt;p&gt;&lt;strong&gt;Objectives: &lt;/strong&gt;Parents are integral to the development and overall well-being of their child. Previous research has studied the emotional effects parenting experiences have on parents. However, parents caring for children with disabilities have unique parenting experiences, filled with both victories and challenges. Parenting a child with disabilities can bring additional responsibilities as parents respond to their child's special needs. Specifically, parents of children who are d/Deaf or hard of hearing (d/DHH) are required to make ongoing life-changing decisions about their child's life, including mode of communication, medical care, and education. Across the world, many adults who are d/DHH experience stigma. However, less is known about the stigma faced by children who are d/DHH and their parents. Measuring the nature and magnitude of stigma-affecting parents of children who are d/DHH could offer insights into how to additionally support these parents. Nonetheless, there is a gap in validated scales to measure stigma among parents of children who are d/DHH. In response, we developed and preliminarily validated five measures of stigma among parents of children who are d/DHH.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Design: &lt;/strong&gt;Measures were developed through a mixed-method process: (1) a scoping literature review, (2) a modified Delphi process consisting of two group discussions (n = 3, n = 4) and two individual discussions with parents of children who are d/DHH from high-income countries (HICs) and low- and middle-income countries (LMICs), (3) cognitive interviews with parents of children who are d/DHH in the United States (U.S.) (n = 5) and Ghana (n = 5), and (4) a pretest of the survey in the U.S. (n = 28) and Ghana (n = 30). Modifications to the measures were made after each stage. This article focuses on evaluating the psychometric performance of the developed measures. Parents were recruited in the U.S. (n = 100) and Ghana (n = 173). Convenience sampling was used in both countries. In Ghana, survey administration was in-person with trained interviewers collecting data on tablets. In the U.S. data were collected online through self-administered surveys.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Results: &lt;/strong&gt;The final five scales measured: (1) parental observation of stigma their child experiences (seven items), (2) parental perceptions of stigma toward their child (eight items), (3) parental secondary experienced stigma (eight items), (4) perceived parental secondary stigma (five items), and (5) parental internalized stigma (seven items). All scales performed strongly and similarly across both country samples. The scales had ordinal αs ranging from 0.864 to 0.960, indicating strong reliability.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Conclusions: &lt;/strong&gt;This study provides a set of preliminarily validated stigma measures to capture the experience of parents of children who are d/DHH. Measuring stigma among parents is critical to understanding parental mental health, as parental well-being","PeriodicalId":55172,"journal":{"name":"Ear and Hearing","volume":null,"pages":null},"PeriodicalIF":2.6,"publicationDate":"2024-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142301426","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Mandarin-speaking Children With Cochlear Implants Face Challenges in Using F0 Expansion to Express Contrastive Focus. 佩戴人工耳蜗的普通话儿童在使用 F0 扩展表达对比焦点时面临挑战。
IF 2.6 2区 医学
Ear and Hearing Pub Date : 2024-09-01 Epub Date: 2024-05-21 DOI: 10.1097/AUD.0000000000001518
Ping Tang, Nan Xu Rattanasone, Katherine Demuth, Liyan Wang, Ivan Yuen
{"title":"Mandarin-speaking Children With Cochlear Implants Face Challenges in Using F0 Expansion to Express Contrastive Focus.","authors":"Ping Tang, Nan Xu Rattanasone, Katherine Demuth, Liyan Wang, Ivan Yuen","doi":"10.1097/AUD.0000000000001518","DOIUrl":"10.1097/AUD.0000000000001518","url":null,"abstract":"<p><strong>Objectives: </strong>Children with cochlear implants (CIs) face challenges in perceiving fundamental frequency (F0) information because CIs do not transmit F0 effectively. In Mandarin, F0 can contrast meanings at the word level, that is, via lexical tones with distinct F0 contours, and signal contrastive relations between words at the utterance-level, that is, via contrastive focus with expanded F0 range and longer duration. Mandarin-speaking children with CIs have been reported to face challenges in producing distinct F0 contours across tones, but early implantation facilitates tonal acquisition. However, it is still unclear if utterance-level prosody, such as contrastive focus, is also challenging for these children, and if early implantation also offers benefits for focus production. Therefore, this study asked how accurately children with CIs can produce contrastive focus, and if early implantation leads to more accurate focus production, with acoustic patterns approaching that of children with typical hearing (TH).</p><p><strong>Design: </strong>Participants included 55 Mandarin-speaking children (3 to 7 years) with CIs and 55 age-matched children with TH. Children produced noun phrases with and without contrastive focus, such as RED-COLORED cat versus red-colored cat . Three adult native listeners perceptually scored the productions as correct or incorrect. The \"correct\" productions were then acoustically analyzed in terms of F0 range and duration.</p><p><strong>Results: </strong>Based on the perceptual scores, children with CIs produced focus with significantly lower accuracy (38%) than their TH peers (84%). The acoustic analysis on their \"correct\" productions showed that children with TH used both F0 and duration to mark focus, producing focal syllables with an expanded F0 range and long duration, and postfocal syllables with a reduced F0 range and short duration. However, children with CIs differed from children with TH in that they produced focal syllables with long duration but not an expanded F0 range, although they produced postfocal syllables with a reduced F0 range and short duration like their TH peers. In addition, early implantation correlated with the percept of more accurate focus productions and better use of F0 range in focal marking.</p><p><strong>Conclusions: </strong>This study finds that Mandarin-speaking children with CIs are still learning to apply appropriate acoustic cues to contrastive focus. The challenge appears to lie in the use of an expanded F0 range to mark focus, probably related to the limited transmission of F0 information through the CI devices. These findings thus have implications for parents and those working with children with CIs, showing that utterance-level prosody also requires speech remediation, and underscores the critical role of identifying problems early in the acquisition of F0 functions in Mandarin, not only at the word level but also at the utterance-level.</p>","PeriodicalId":55172,"journal":{"name":"Ear and Hearing","volume":null,"pages":null},"PeriodicalIF":2.6,"publicationDate":"2024-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141071921","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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