Trends in Management of Ménière Disease: A TriNetX Network Database Analysis.

This study investigated management practices for Meniere's disease (MD) and their temporal trends from 2008 to 2022 within the TriNetX network database. Study cohort included adult patients (≥18 years) with the diagnosis of MD from TriNetX's multi-institutional medical records (n = 77,493). MD diagnosis and management were queried based on the international classification of diseases, tenth revision, current procedural terminology, and RXNorm codes. Temporal trends were analyzed using joinpoint regression. There was significant increase in rates of relevant medications prescribed within 12 months of MD diagnosis from 2008 to 2022 (annual percent change [APC]: 1.2 [95% confidence interval, CI: 0.4-1.9]). There were no significant changes in rate of intratympanic injection within 12 months of MD diagnosis (1.7 [95% CI: -1.1 to 4.5]). Rate of endolymphatic sac surgery and labyrinthectomy any time after MD diagnosis gradually decreased from 2008 to 2022 at APC of -8.1 (95% CI: -11.8 to -4.2) and -11.0 (95% CI: -14.0 to -7.7), respectively. Use of relevant medications has significantly increased during the early management of MD and the overall use of surgical treatments has decreased.

Cerumen impaction: Prevalence and associated factors in the United States population.

Objective: To examine the prevalence of cerumen impaction in a nationally representative sample of the US population and the association of cerumen impaction with sociodemographic factors, hearing loss, and tinnitus. Methods: The cohort included 14,230 individuals aged ≥12 years who completed otoscopy and audiometry in NHANES (2005-2016). Cerumen impaction (partial/complete) was determined by otoscopy. Hearing level was defined by speech-frequency pure-tone average (PTA). Multivariable regression analysis was performed to identify factors associated with cerumen impaction. Results: The prevalence of any cerumen impaction was 18.6% [95% CI: 17.3%-19.9%] among individuals ≥12 years and 32.4% [29.9%-35.1%] among those ≥70 years. The prevalence of bilateral partial and complete cerumen impaction was 6.3% [5.6%-7.1%] and 1.2% [1.0%-1.9%], respectively. Any cerumen impaction was associated with male sex (OR 1.77 [1.5-2.1]), identifying as Black race (vs. Caucasian, OR: 1.78 [1.5-2.9]), lower level of education (OR: 0.84 [0.71-0.98]), and older age (OR: 1.02 [1.01-1.03]). After adjusting for sociodemographic and clinical factors, complete impaction was associated with increased PTA (right ear: ß = 4.1 dB [2.4-5.8 dB], left ear: ß = 1.9 dB [0.46-3.4 dB]), but not with tinnitus. Conclusions: Cerumen impaction is highly prevalent in the US population, especially among older adults, and has disproportionate sociodemographic impacts. Complete impaction is associated with a small, statistically significant elevation in PTA, but there is no association with tinnitus. These findings emphasize the need to implement and disseminate best practices for ear hygiene and cerumen management broadly and equitably. Level of Evidence: 2B.

Survey of the Prices of Topical Compounded Medications for Alopecia in the Tri-State Area.

BACKGROUND: Currently, there is only one topical medication approved by the U.S. Food and Drug Administration for alopecia, minoxidil 2.5% and 5%. With limited options, dermatologists often turn to compounding pharmacies for customized topical alopecia medications. OBJECTIVES: (1) to investigate the pricing and availabilities of compounded topical alopecia medications and (2) to investigate the delivery/mail options available. METHODS: 103 dermatological compounding pharmacies in the tri-state area were contacted. Data were collected on the prices of 11 different compounded formulations for alopecia, the highest concentration of minoxidil available, compounding accreditation status, and delivery. RESULTS: The majority (76.7% [79/103]) of pharmacies surveyed were responsive. Mean prices for 60 g or mL of medication were $70.44 for minoxidil 5%, $86.95 for minoxidil 5%/finasteride 0.5%, $159.13 for minoxidil 5%/bimatoprost 0.03%, $141.91 for minoxidil 5%/latanoprost 0.02%, $75.31 for finasteride 0.5%, $204.41 for tacrolimus 0.3%, $220.11 for tacrolimus 0.3%/minoxidil 5%/clobetasol 0.05%, $71.44 for cetirizine 1%, $74.93 for metformin 10%, $4,273.20 for tofacitinib 2%, and $1,840.42 for ruxolitinib 2%. Nearly all (93.5% [72/77]) of the pharmacies reported being able to compound minoxidil higher than the commercially available 5%, while 67.6% (50/74) were able to customize minoxidil to be made with <10% alcohol. Just over half (56.4% [44/78]) of the pharmacies were able to deliver to all tri-state areas. The mean delivery fee of pharmacies was $5.93 (n=77). Almost all of the pharmacies (98.7% [76/77]) claimed to be able to process and deliver medications within a week. If pharmacies were not located in the local vicinity, 44.6% (29/65) used a mailing service. CONCLUSION: This survey serves to expand clinicians' and patients' knowledge of the options and prices of topical compounded medications for alopecia. J Drugs Dermatol. 2024;23(3):     doi:10.36849/JDD.7697.

Association of Sleep Characteristics with Tinnitus and Hearing Loss.

Objective: The impact of poor sleep on tinnitus has been mainly attributed to central processes. There is an association between sleep disorders and hearing loss, but whether hearing levels mediate the association between sleep disorders and tinnitus is unknown. This study investigates the association between sleep characteristics, tinnitus, and hearing loss. Study Design: Cross-sectional. Setting: National Health and Nutrition Examination Survey (NHANES). Methods: Study cohort includes 9693 adults (≥20 years) from the NHANES 2005 to 2018 who completed audiometric testing and questionnaires on tinnitus and sleep characteristics. Multivariable regression analyses were performed to quantify associations between sleep characteristics, tinnitus, and hearing loss. Results: In this cohort, 29% (95% confidence interval [CI]: 28%-31%) reported trouble sleeping and 9% (95% CI: 8%-10%) reported being diagnosed with sleep disorders. Negative sleep characteristics (less hours of sleep, diagnosis of a sleep disorder, trouble sleeping, or OSA symptoms) were not associated with audiometry-measured hearing loss in multivariable models adjusted for demographics and comorbidities but were significantly associated with bothersome tinnitus. This association remained significant without substantial attenuation in multivariable models additionally adjusting for hearing levels: sleeping <8 h/day (vs ≥8) (odds ratio [OR]: 1.28 [95% CI: 1.08-1.52]), trouble sleeping (OR: 1.78 [95% CI: 1.45-2.19]), diagnosis of sleep disorders (OR: 1.57 [95% CI: 1.14-2.15]), and report of OSA symptoms (OR: 1.42 [95% CI: 1.08-1.88]). Conclusion: Negative sleep characteristics were associated with tinnitus while there was no clinically meaningful association between sleep and hearing loss. Our findings suggest that the relationship between poor sleep and tinnitus is likely contributed by central processes without a major role of mediation via the peripheral auditory system.

Association of Symptomatic Dizziness With All-Cause and Cause-Specific Mortality.

Importance: Dizziness is a highly prevalent complaint with wide-ranging causes and resultant morbidity. Whether symptomatic dizziness and its various manifestations are associated with all-cause and cause-specific mortality is unknown. Objective: To examine the associations of symptomatic dizziness and its manifestations with all-cause and cause-specific mortality. Design, Setting, and Participants: This cohort study is a mortality follow-up study based on the 1999-2004 National Health and Nutrition Examination Survey. The study cohort included adults 40 years and older who completed questions about symptomatic dizziness, including problems with dizziness, balance, falling, and positional dizziness, within the past 12 months. Respondents were linked to mortality data through December 31, 2019. Data were analyzed from February to August 2023. Exposure: Self-reported symptomatic dizziness. Main Outcomes and Measures: All-cause and cause-specific (cardiovascular disease, diabetes, cancer, and unintentional injuries) mortality. Cox proportional hazard regression models were used to examine associations between symptomatic dizziness and all-cause and cause-specific mortality while adjusting for demographics and medical history. Results: In this nationally representative cohort of 9000 middle-aged and older US adults (mean [SD] age, 61.8 [13.8] years; 4570 [50.8%] female), prevalence of symptomatic dizziness was 23.8%. Specifically, 18.3% reported problems with dizziness, 14.5% reported problems with balance, 5.7% reported problems with falling, and 3.8% reported dizziness when turning in bed (positional dizziness). At a median (range) of 16.2 (0.1-20.6) years of follow-up, all-cause mortality for adults with symptomatic dizziness was higher than for those without (45.6% vs 27.1%). Symptomatic dizziness was associated with elevated risk for cause-specific mortality from diabetes (hazard ratio [HR], 1.66; 95% CI, 1.23-2.25), cardiovascular disease (HR, 1.33; 95% CI, 1.12-1.55), and cancer (HR, 1.21; 95% CI, 0.99-1.47) but not unintentional injuries (HR, 0.98; 95% CI, 0.51-1.88). Reporting problems with balance or falling was associated with increased all-cause mortality (balance: HR, 1.27; 95% CI, 1.17-1.39; and falling: HR, 1.52; 95% CI, 1.33-1.73), cardiovascular disease-specific mortality (balance: HR, 1.41; 95% CI, 1.20-1.66; and falling: HR, 1.49; 95% CI, 1.15-1.94), and diabetes-specific mortality risks (balance: HR, 1.74; 95% CI, 1.26-2.39; and falling: HR, 2.01; 95% CI, 1.26-3.18). There was no association between positional dizziness and mortality (HR, 0.98; 95% CI, 0.82-1.19). Conclusions and Relevance: In this cohort study, symptomatic dizziness was associated with increased risk for all-cause and diabetes-, cardiovascular disease-, and cancer-specific mortality. The imprecision of the effect size estimate for cancer-specific mortality prevents making a definitive conclusion. Future studies are needed to determine whether symptomatic dizziness indicates underlying health conditions contributing to mortality or if early intervention for imbalance and falls can reduce mortality risk.

Pathogenic Potential of Turicella otitidis and Staphylococcus auricularis: A Case Report.

Objective: Turicella otitidis and Staphylococcus auricularis have been considered normal aural flora. Their significance in active infection is controversial. We examined a series of patients presenting with acute and chronic otitis media whose ear canal culture isolated T. otitidis and S. auricularis and explored possible pathogenicity, associated factors, and outcomes. Methods: This is a retrospective chart review of patients who presented to a tertiary center outpatient clinic between 2017 and 2022 with otologic microscopic examination of active infection and ear canal culture isolating T. otitidis or S. auricularis only. Clinical course was collected including history, microscopic otoscopy findings, interventions given, outcomes, and sensitivity results. Results: A total of 13 patients (10 with T. otitidis and 3 with S. auricularis) were included. Majority of the patients had a history of otologic surgery (92%) and tympanic membrane perforation (62%). All were treated with combinations of antibiotic otic drops (ie, fluoroquinolone, sulfa, or aminoglycoside based) ± oral antibiotics (ie, penicillin or trimethoprim/sulfamethoxazole). Otorrhea resolved among majority of patients. Otorrhea and mucosalization returned or continued among 4 patients. Sensitivity results demonstrated that 2 of 3 strains of T. otitidis were resistant to clindamycin. There was no resistance against S. auricularis for tested antibiotics. Conclusions: Our findings suggest the potential pathogenicity of T. otitidis and S. auricularis, especially among patients with prior ear surgery and tympanic membrane perforation. Violation of the epithelial barrier from surgery or trauma may contribute to their pathogenicity. Future study is warranted to elucidate pathogenicity of normal aural flora and its mechanisms.

Association between hearing aid use and mortality in adults with hearing loss in the USA: a mortality follow-up study of a cross-sectional cohort.

BACKGROUND: Hearing loss has been identified as an independent risk factor for negative health outcomes and mortality. However, whether rehabilitation with hearing aid use is associated with lower mortality is currently unknown. This study aimed to examine the associations of hearing loss, hearing aid use, and mortality in the USA. METHODS: In this cross-sectional, follow-up study, we assessed 9885 adults (age 20 years and older) who participated in the National Health and Nutrition Examination Survey between 1999 and 2012 and completed audiometry and hearing aid use questionnaires (1863 adults with hearing loss). Main measures included hearing loss (speech-frequency pure-tone average) and hearing aid use (never users, non-regular users, and regular users). Mortality status of the cohort was linked to the National Death Index up to Dec 31, 2019. Cox proportional regression models were used to examine the association between hearing loss, hearing aid use, and mortality while adjusting for demographics and medical history. FINDINGS: The cohort consisted of 9885 participants, of which 5037 (51·0%) were female and 4848 (49·0%) were male with a mean age of 48·6 years (SD 18·1) at baseline. The weighted prevalence of audiometry-measured hearing loss was 14·7% (95% CI 13·3-16·3%) and the all-cause mortality rate was 13·2% (12·1-14·4) at a median 10·4 years of follow-up (range 0·1-20·8). The rate of regular hearing aid use among adults with hearing loss was 12·7% (95% CI 10·6-15·1). Hearing loss was an independent risk factor associated with higher mortality (adjusted hazard ratio [HR] 1·40 [95% CI 1·21-1·62]). Among individuals with hearing loss, the adjusted mortality risk was lower among regular hearing aid users in comparison with never users (adjusted HR 0·76 [0·60-0·95]) accounting for demographics, hearing levels, and medical history. There was no difference in adjusted mortality between non-regular hearing aid users and never users (adjusted HR 0·93 [0·70-1·24]). INTERPRETATION: Regular hearing aid use was associated with lower risks of mortality than in never users in US adults with hearing loss when accounting for age, hearing loss, and other potential confounders. Future research is needed to investigate the potential protective role of hearing aid use against mortality for adults with hearing loss. FUNDING: None.

Magnetic Resonancy Imaging Safety in Active Osseointegrated (Osia®) and Cochlear Implants: New Technology Creating Confusion.

OBJECTIVE: There is increased confusion regarding MRI-compatible CIs and BAHAs. This report describes two cases when patients underwent MRIs with non-MRI compatible devices. RESULTS: One patient with bilateral Cochlear Osias experienced dislocation of both internal magnets after 1.5 Tesla MRI. Both magnets were outside the silastic sheath, with the left magnet flipped. A second patient with a legacy CI experienced similar internal magnet dislocation and inversion after 3 Tesla MRI. CONCLUSIONS: This study describes internal magnet dislocation/inversion with the Cochlear Osia and a legacy CI after MRI. Our findings suggest the need for improved patient education and simplified radiology guidelines. Laryngoscope, 134:393-396, 2024.

New Paradigm of Music Listening: Hearing Protection Perceptions and Treatment Decision-Making Among Music Venue Attendees.

OBJECTIVE: Investigate the prevalence of hearing protection (HP) use and behavioral motivations and barriers among adults attending music venues. STUDY DESIGN: Cross-sectional online survey study. SETTING: Noise exposure levels at popular social music venues often exceed national guidelines. METHODS: Surveys were distributed on online music communities. Respondents (n = 2352) were asked about demographics, HP use at music venues, knowledge about noise exposure impact, and perceptions of HP use. Data were characterized through descriptive statistics. Multivariable regression analysis explored differences in knowledge and perception between HP users and nonusers. RESULTS: In this cohort (mean age 29 ± 7 years, 61% male), HP users were significantly more aware of the impact of music venues on hearing (P < .01), believed their hearing ability had decreased after attending music venues (P < 0.01), and believed HP could protect from hearing loss (P < .01) than non-HP users. HP nonusers most frequently cited never considering HP (14.45%) and apathy about it affecting music quality (12.71%). Common sources of HP information were recommended by a friend/peer. Multivariable regression analysis accounting for demographics, medical history, and attendance characteristics found belief that HP use at music venues could protect from hearing loss (ß = 0.64, 95% confidence interval [CI] = [0.49-0.78]) and HP use (ß = 1.73, 95% CI = [1.47-1.98]) were significantly associated with increased subjective enjoyment while wearing HP. CONCLUSION: HP users and nonusers have significantly different perceptions of HP use and its impact. Our findings have implications for understanding motivations and barriers related to HP use and developing strategies to promote HP use at music venues.

Cochlear implantation in Waardenburg syndrome: Systematic review and meta-analysis.

OBJECTIVE: Waardenburg syndrome (WS) is a genetic condition associated with moderate to profound sensorineural hearing loss. The aim of this review is to characterize cochlear implant (CI) outcomes in patients with a confirmed clinical diagnosis of WS. DATA SOURCES: MEDLINE, Ovid EMBASE, and Cochrane Library. REVIEW METHODS: All reports describing defined sets of patients with WS who underwent CI and subsequent evaluation of clinical outcomes were included. To harmonize outcome data between studies that used different measures, a binary variable Favored CI was developed to capture success of procedures (1 = favored, 0 = unfavored) based on original authors' description, commentary, discussion, and conclusions. Expert reviewers independently reviewed and selected articles, extracted data and scored Favored CI values. Synthetic and analytic meta-analyses were implemented using standard analytic techniques. RESULTS: Twenty articles meeting inclusion criteria provided data on 192 WS patients and 210 CIs. The mean age at CI was 3.8 years (95% confidence interval [95%CI]; 3.1-4.5 years), and the mean duration of follow up was 5.2 years (95% CI; 3.4-7.0 years). Surgical complications were rare (11/210 implants, 5.2%) where gusher was the most common complication. CIs yielded favorable hearing outcomes in 90% (95% CI; 84-94%) of cases, and appear successful for those with temporal bone anomalies (p = 0.04). CONCLUSIONS: Quantitative synthesis of the study data demonstrates that in the majority of patients with WS, CI yield favorable hearing outcomes and low rates of surgical complications. CI has shown to provide clinical benefits in patients with WS.

Association between Cannabis Use and Tinnitus in US Adults.

OBJECTIVE: Assess the association between cannabis use and tinnitus in a nationally representative sample of US adults. STUDY DESIGN: Cross-sectional. SETTING: Population-based. PATIENTS: Adults aged 20 to 59 years who participated in 2011 to 2012 and 2015 to 2016 National Health and Nutrition Examination Survey (NHANES) with available data on tinnitus, audiometry, and substance use. INTERVENTION: None. MAIN OUTCOME MEASURE: Tinnitus, demographic information, and medical history were obtained from NHANES questionnaires. Tinnitus was defined as bothersome tinnitus in the past year. Cannabis use was categorized as never use, low-volume use (1-2 pipes/joints per day), and high-volume use (3+ pipes/joints per day). Multivariable regression models with interaction and mediation analyses were conducted. Sampling weights were incorporated to yield results generalizable to the US population. RESULTS: Tinnitus prevalence was significantly higher among high-volume cannabis users (odds ratio [OR], 20.5%; 95% confidence interval [CI], 16.0-26.0%]) and low-volume users (OR, 17.0%; 95% CI, 14.3-20.0%) than nonusers (OR, 12.0%; 95% CI, 10.4-13.9%). High-volume cannabis use was significantly associated with tinnitus relative to nonusers in multivariable models adjusting for demographics, cardiovascular factors, hearing loss, noise exposure, and depression (OR, 2.05; 95% CI, 1.1-3.9). Tinnitus severity was comparable among high volume, low volume, and noncannabis users. There was no significant mediation or interaction of depression affecting the association between cannabis use and tinnitus. CONCLUSIONS: Bothersome tinnitus prevalence was significantly higher among cannabis users relative to nonusers. High-volume cannabis use was independently associated with tinnitus in a multivariable model accounting for relevant factors including depression. Future study is warranted to elucidate the impact of various levels of cannabis use on tinnitus.

Machine Learning Analysis of Physical Activity Data to Classify Postural Dysfunction.

BACKGROUND: Machine learning (ML) analysis of biometric data in non-controlled environments is underexplored. OBJECTIVE: To evaluate whether ML analysis of physical activity data can be employed to classify whether individuals have postural dysfunction in middle-aged and older individuals. METHODS: A 1 week period of physical activity was measured by a waist-worn uni-axial accelerometer during the 2003-2004 National Health and Nutrition Examination Survey sampling period. Features of physical activity along with basic demographic information (42 variables) were paired with ML models to predict the success or failure of a standard 30 s modified Romberg test during which participants had their eyes closed and stood upon a 3-inch compliant surface. Model performance was evaluated by area under the receiver operating characteristic curve (AUC-ROC), balanced accuracy, and F1-score. RESULTS: The cohort was comprised of 1625 participants ≥40 years (median age 61, IQR 51-71). Approximately half (47%) were diagnosed with postural dysfunction having failed the binarized (pass/fail) scoring mechanism of the modified Romberg exam. Five ML models were trained on the classification task, achieving AUC values ranging from 0.67 to 0.73. The support vector machine (SVM) and a gradient-boosted model, XGBoost, achieved the highest AUC of 0.73 (SD 0.71-0.75). Age was the most important variable for SVM classification, followed by four features that evaluated accelerometer counts at various thresholds, including those delineating total, moderate, and moderate-vigorous activity. CONCLUSIONS: ML analysis of accelerometer-derived physical activity data to classify postural dysfunction in middle-aged and older individuals is feasible in real-world environments such as the home. LEVEL OF EVIDENCE: 3 Laryngoscope, 133:3529-3533, 2023.

Traction alopecia: assessing the presentation, management and outcomes in a diverse urban population.

Traction alopecia (TA) is a type of hair loss caused by repetitive tension placed on the hair follicle. An institutional review board-approved retrospective study was conducted at a single institution located in the Bronx, New York. The review identified 216 unique patients with TA and collected information on demographics, patient presentation, history, physical exam, treatment, follow-up and disease improvement. Almost all patients identified as female (98.6%), and most were Black or African American (72.7%). Mean (SD) age was 41.3 (17.1) years (median 40 years; range 1-88). Patients reported hair loss for a mean duration of 35 (51.1) months (median 18 months; range 1-264) prior to presentation. Most patients experienced asymptomatic hair loss. Around half (49.1%) of the patients attended a follow-up, with 42.5% of these patients noting improvement in hair loss or symptoms across all visits. Duration of hair loss was not associated with improvement in hair loss at follow-up visit (P = 0.23).

Guiding Patients Through Decision-Making in Management of Sporadic Vestibular Schwannoma.

Decision-making in management of sporadic vestibular schwannoma aims to identify the most appropriate options based on tumor characteristics, symptoms, health, and goals for each patient. Advances in knowledge of tumor natural history, improvements in radiation techniques, and achievements in neurologic preservation with microsurgery have shifted emphasis toward maximizing quality of life using a personalized approach. To empower patients to make informed decisions, we present a framework to help match patient values and priorities with reasonable expectations from modern management options. Introduced herein are practical examples of communication strategies and decision aids to support shared decision-making in modern practice.

Twitter Perspectives on Cochlear Implantation: Sentiment and Thematic Analysis.

OBJECTIVE: To identify themes that contribute to the most positive and negative perspectives of cochlear implants (CIs) on Twitter. STUDY DESIGN: A cross-sectional qualitative study. SETTING: Social media (Twitter). METHODS: In this study, all English-language original tweets mentioning "cochlear implant" from 2019 to 2021 were collected from Twitter's Academic Research Database using a custom Python script. Sentiment analysis was performed using VADER, a sentiment analysis tool built to analyze the inherent positivity or negativity of social media posts. Tweets were quantitatively sorted by compound sentiment score (range -1 [most negative] to 1 [most positive]). Thematic analysis based on grounded theory was performed on the most positive, negative, and "liked" tweets. RESULTS: Of the 19,376 tweets included, the average (standard deviation) compound sentiment score was 0.21 (0.46). A total of 10,375 (53.5%) tweets had a positive tone, 4965 (25.6%) were neutral and 4036 (20.8%) were negative. Of the 100 most negative tweets, the most prominent themes were media representation (21.9%), the controversy of CI within the Deaf community (19.8%), and unrelated to direct patient experience (16.7%). Of the 100 most positive tweets, the most prominent themes were tweets of happiness and support (25.0%), tweets unrelated to direct patient experience (18.0%), and tweets about hearing new sounds (10.0%). CONCLUSION: While the majority of tweets on CI carried a positive tone, there are ongoing challenges with the stigma surrounding CI. Public perspectives of CI on social media may help clinicians counsel CI patients and elucidate issues that lead to newfound acceptance or ongoing stigma of CI in the general population.

Neurotology Workforce in the United States: Gender Diversity and Geographic Distribution.

OBJECTIVE: The workforce of neurotology has changed with increasing numbers of accredited programs and diverse representation among trainees over the past several decades. This study aims to describe the characteristics, density, and geographic variation of the current neurotology workforce in the United States. STUDY DESIGN: Cross-sectional study. SETTING: American Board of Otolaryngology-Head and Neck Surgery portal and online search. METHODS: The study cohort included physicians certified in Neurotology by the American Board of Otolaryngology as of 2021 (n = 372). Physician characteristics including years of practice, gender, practice setting, and location were collected. Geographic variation analysis was performed by the state, county, and hospital referral region. Associations between the number of neurotologists per population and socioeconomic characteristics were assessed using multivariable regression analysis. RESULTS: Among 372 neurotologists, 65% practiced in academic settings and 13% were female. The percentage of female neurotologists increased from 0% among neurotologists with ≥30 years of practice to 23% among <10 years of practice. There were no differences in a practice setting by gender. The geographical analysis demonstrated that the average number of neurotologists was 1.1 per 1 million Americans. In a multivariable model, the density of neurotologists was significantly higher within counties with the highest quartiles of college education (ß = .6 [95% confidence interval, CI: 0.3-0.8]) and income (ß = .3 [95% CI: 0.1-0.6]). CONCLUSION: The number of board-certified neurotologists has gradually increased and there have been trends toward greater gender diversity. The geographical distribution of neurotology practice was concentrated in counties with higher socioeconomic status as expected given the referral-based nature of the subspecialty. There should be efforts to reach out to low socioeconomic communities to ensure equivalent access to neurotological care.

Machine Learning Prediction of Objective Hearing Loss With Demographics, Clinical Factors, and Subjective Hearing Status.

OBJECTIVE: Hearing loss (HL) is highly prevalent, yet underrecognized and underdiagnosed. Lack of standardized screening, awareness, cost, and access to hearing testing present barriers to HL identification. To facilitate prescreening and selection of patients who warrant audiometric evaluation, we developed a machine learning (ML) model to predict speech-frequency pure-tone average (PTA). STUDY DESIGN: Cross-sectional study. SETTING: National Health and Nutrition Examination Survey (NHANES). METHODS: The cohort included 8918 adults (≥20 years) who completed audiometric testing with NHANES (2012-2018). The primary outcome measure was the prediction of better hearing ear speech-frequency PTA. Relevant predictors included demographics, medical conditions, and subjective assessment of hearing. Supervised ML with a tree-based architecture was used. Regression performance was determined by the mean absolute error (MAE) with binary classification assessed with area under the receiver operating characteristic curve (AUC). RESULTS: Using the full set of predictors, the test set MAE between the ML-predicted and actual PTA was 5.29 dB HL (95% confidence interval [CI]: 4.97-5.61). The 5 most influential predictors of higher PTA were increased age, worse subjective hearing, male gender, increased body mass index, and history of smoking. The 5-factor abbreviated model performed comparably to the extended feature set with MAE 5.36 (95% CI: 5.03-5.69) and AUC for PTA > 25 dB HL of 0.92 (95% CI: 0.90-0.94). CONCLUSION: The ML model was able to predict PTA with patient demographics, clinical factors, and subjective hearing status. ML-based prediction may be used to identify individuals who could benefit most from audiometric evaluation.

Telemedicine in an Otolaryngology Clinic Serving the Incarcerated Population.

OBJECTIVE: There is a paucity of data investigating the effect of implementation of telehealth on vulnerable populations, particularly the incarcerated. Our objective is to evaluate patient and physician satisfaction with telehealth (telephone visits) used in an outpatient otolaryngology clinic serving the incarcerated population. METHODS: Incarcerated patients who were served by otolaryngologists via telephone visits from a large tertiary care center from June 2021 to January 2022 were included (n = 20) in this pilot study. Patient and physician satisfaction with the encounters were evaluated using the Telehealth Satisfaction Questionnaire and a modified physician satisfaction questionnaire, respectively. RESULTS: Consultations for various otolaryngological complaints were completed via telephone for incarcerated patients including hearing loss, tinnitus, facial fracture, dysphonia, and tonsillitis. Mean patient and physician satisfaction scores were high at 4.25 ± 0.12 and 4.65 ± 0.13 respectively (score range 1-5). Patient satisfactions subdomain scores were 3.92 ± 0.13 for quality of care provided, 3.99 ± 0.13 for similarity to face-to-face encounter, and 4.2 ± 0.17 for perception of the interaction. Imaging or audiogram was available prior to appointment in 60% of cases, with labs, imaging, or audiogram ordered after in 40% of cases and initial pharmaceutical treatment provided to 10% of patients. 45% of patients required follow up in-person, while 40% were discharged pro re nata, and 15% were followed up with another phone visit. There was no statistically significant association between demographic or clinical characteristics and patient or physician satisfaction scores. CONCLUSIONS: Consultations for various otolaryngological complaints were completed via telephone with high patient and physician satisfaction within an incarcerated population in this pilot study. Telephone visit is likely a feasible alternative format that can advance otolaryngological care. Studies with larger sample sizes are required to ensure quality of care and advance social justice for this chronically underserved population.