Predicting children’s real-ear-to-coupler differences based on tympanometric data

References

• Alaerts, J., H. Luts, and J. Wouters. 2007. “Evaluation of Middle Ear Function in Young Children: Clinical Guidelines for the Use of 226- and 1000-Hz Tympanometry.” Otology & Neurotology 28 (6): 27–732. doi:10.1097/mao.0b013e3180dca1e5.
   Web of Science ®Google Scholar
• American Academy of Audiology. 2013. “Clinical Practice Guidelines: Pediatric Amplification.” https://www.audiology.org/wp-content/uploads/legacy/publications/PediatricAmplificationGuidelines.pdf.
   Google Scholar
• Bagatto, M., S. Moodie, C. Brown, A. Malandrino, F. Richert, D. Clench, and S. Scollie. 2016. “Prescribing and Verifying Hearing Aids Applying the American Academy of Audiology Pediatric Amplification Guideline: Protocols and Outcomes from the Ontario Infant Hearing Program.” Journal of the American Academy of Audiology 27 (3): 88–203. doi:10.3766/jaaa.15051.
   Web of Science ®Google Scholar
• Bagatto, M., S. Moodie, S. Scollie, R. Seewald, S. Moodie, J. Pumford, and K. R. Liu. 2005. “Clinical Protocols for Hearing Instrument Fitting in the Desired Sensation Level Method.” Trends in Amplification 9 (4): 199–226. doi:10.1177/108471380500900404.
   PubMedGoogle Scholar
• Bagatto, M. P., S. D. Scollie, R. C. Seewald, K. S. Moodie, and B. M. Hoover. 2002. “Real-ear-to-Coupler Difference Predictions as a Function of Age for Two Coupling Procedures.” Journal of the American Academy of Audiology 13 (8): 07–415. doi:10.1055/s-0040-1716004.
   Google Scholar
• Blumsack, J. T., S. Clark-Lewis, K. M. Watts, M. W. Wilson, M. E. Ross, L. Soles, and C. Ennis. 2014. “Alternative Metrics for Real-Ear-to-Coupler Difference Average Values in Children.” Journal of the American Academy of Audiology 25 (9): 823–833. doi:10.3766/jaaa.25.9.5.
   PubMed Web of Science ®Google Scholar
• Bürkner, P. C. 2017. “Brms: An R Package for Bayesian Multilevel Models Using Stan.” Journal of Statistical Software 80 (1): 28. doi:10.18637/jss.v080.i01.
   Web of Science ®Google Scholar
• Bürkner, P. C. 2018. “Advanced Bayesian Multilevel Modeling with the R Package brms.” The R Journal 10 (1): 395–411. doi:10.32614/RJ-2018-017.
   Google Scholar
• Carpenter, B., A. Gelman, M. D. Hoffman, D. Lee, B. Goodrich, M. Betancourt, M. Brubaker, J. Guo, P. Li, A. Riddell, et al. 2017. “Stan: A Probabilistic Programming Language.” Journal of Statistical Software 76 (1): 1–32. doi:10.18637/jss.v076.i01.
   PubMed Web of Science ®Google Scholar
• Ching, T. Y., G. Leigh, and H. Dillon. 2013. “Introduction to the Longitudinal Outcomes of Children with Hearing Impairment (LOCHI) Study: Background, Design, Sample Characteristics.” International Journal of Audiology 52 (Suppl 2): S4–S9. doi:10.3109/14992027.2013.866342.
   PubMedGoogle Scholar
• Dirks, D. D., and G. E. Kincaid. 1987. “Basic Acoustic Considerations of Ear Canal Probe Measurements.” Ear and Hearing 8 (5 Suppl): 60S–67S. doi:10.1097/00003446-198710001-00002.
   PubMed Web of Science ®Google Scholar
• Feigin, J. A., J. G. Kopun, P. G. Stelmachowicz, and M. P. Gorga. 1989. “Probe-Tube Microphone Measures of Ear-Canal Sound Pressure Levels in Infants and Children.” Ear and Hearing 10 (4): 54–258.doi:10.1097/00003446-198908000-00008.
   Web of Science ®Google Scholar
• Gabry, J., and R. Češnovar. 2021. cmdstanr: R Interface to ‘CmdStan’. https://mc-stan.org/cmdstanr, https://discourse.mc-stan.org
   Google Scholar
• Holte, L., E. Walker, J. Oleson, M. Spratford, M. P. Moeller, P. Roush, H. Ou, and J. B. Tomblin. 2012. “Factors Influencing Follow-Up to Newborn Hearing Screening for Infants Who Are Hard of Hearing.” American Journal of Audiology 21 (2): 63–174. doi:10.1044/1059-0889(2012/12-0016).
   Web of Science ®Google Scholar
• Hunter, L. L., and R. H. Margolis. 1992. “Multifrequency Tympanometry: Current Clinical Application.” American Journal of Audiology 1 (3): 3–43. doi:10.1044/1059-0889.0103.33.
   Google Scholar
• Joint Committee on Infant Hearing. 2019. “Year 2019 Position Statement: Principles and Guidelines for Early Hearing Detection and Intervention Programs.” Journal of Early Hearing Detection and Intervention, 4 (2): 1–44. doi:10.15142/fptk-b748.[PMC].
   Google Scholar
• Keefe, D. H., J. C. Bulen, K. H. Arehart, and E. M. Burns. 1993. “Ear‐Canal Impedance and Reflection Coefficient in Human Infants and Adults.” The Journal of the Acoustical Society of America 94 (5): 617–2638. doi:10.1121/1.407347.
   Web of Science ®Google Scholar
• Keefe, D. H., and E. Levi. 1996. “Maturation of the Middle and External Ears: Acoustic Power-Based Responses and Reflectance Tympanometry.” Ear and Hearing 17 (5):. 61–373. doi:10.1097/00003446-199610000-00002.
   Web of Science ®Google Scholar
• Kruschke, J. K., and T. M. Liddell. 2018. “The Bayesian New Statistics: Hypothesis Testing, Estimation, Meta-Analysis, and Power Analysis from a Bayesian Perspective.” Psychonomic Bulletin & Review 25 (1): 78–206. doi:10.3758/s13423-016-1221-4.
   Web of Science ®Google Scholar
• Leung, A. K., and A. H. Wong. 2017. “Acute Otitis Media in Children.” Recent Patents on Inflammation & Allergy Drug Discovery 11 (1): 2–40. doi:10.2174/1874609810666170712145332.
   PubMedGoogle Scholar
• Martin, H. C., K. J. Munro, and M. C. Lam. 2001. “Perforation of the Tympanic Membrane and Its Effect on the Real-Ear-to-Coupler Difference Acoustic Transform Function.” British Journal of Audiology 35 (4): 59–264. doi:10.1080/00305364.2001.11745244.
   PubMedGoogle Scholar
• Martin, H. C., K. J. Munro, and D. H. Langer. 1997. “Real-Ear to Coupler Differences in Children with Grommets.” British Journal of Audiology 31 (1): 3–69. doi:10.3109/03005364000000009.
   Google Scholar
• Martin, H. C., G. F. S. Westwood, and J. M. Bamford. 1996. “Real Ear to Coupler Differences in Children Having Otitis Media with Effusion.” British Journal of Audiology 30 (2): 1–78. doi:10.3109/03005369609077934.
   Google Scholar
• McCreery, R. W., A. Pittman, J. Lewis, S. T. Neely, and P. G. Stelmachowicz. 2009. “Use of Forward Pressure Level to Minimize the Influence of Acoustic Standing Waves During Probe-Microphone Hearing-Aid Verification.” The Journal of the Acoustical Society of America 126 (1): 15–24. doi:10.1121/1.3143142.
   PubMed Web of Science ®Google Scholar
• McCreery, R., R. Bentler, and P. Roush. 2013. “Characteristics of Hearing Aid Fittings in Infants and Young Children.” Ear and Hearing 34 (6): 01–710. doi:10.1097/AUD.0b013e31828f1033.
   Web of Science ®Google Scholar
• McCreery, R. W., E. A. Walker, M. Spratford, R. Bentler, L. Holte, P. Roush, J. Oleson, J. Van Buren, and M. P. Moeller. 2015. “Longitudinal Predictors of Aided Speech Audibility in Infants and Children.” Ear & Hearing 36 (Suppl 1): 4S–37S. doi:10.1097/AUD.0000000000000211.
   PubMedGoogle Scholar
• Moeller, M. P. 2000. “Early Intervention and Language Development in Children Who Are Deaf and Hard of Hearing.” Pediatrics 106 (3): 43–e43. doi:10.1542/peds.106.3.e43.
   Web of Science ®Google Scholar
• Moeller, M. P., and J. B. Tomblin. 2015. “An Introduction to the Outcomes of Children with Hearing Loss Study.” Ear and Hearing 36: S–13S. doi:10.1097/AUD.0000000000000210.
   Google Scholar
• Moodie, K. S., R. C. Seewald, and S. T. Sinclair. 1994. “Procedure for Predicting Real-Ear Hearing Aid Performance in Young Children.” American Journal of Audiology 3 (1): 23–31. doi:10.1044/1059-0889.0301.23.
   PubMedGoogle Scholar
• Moodie, S., E. Rall, L. Eiten, G. Lindley, D. Gordey, L. Davidson, M. Bagatto, and S. Scollie. 2016. “Pediatric Audiology in North America: Current Clinical Practice and How It Relates to the American Academy of Audiology Pediatric Amplification Guideline.” Journal of the American Academy of Audiology 27 (3): 166–187. doi:10.3766/jaaa.15064.
   PubMed Web of Science ®Google Scholar
• Mueller, H. G. 2001. “Probe Microphone Measurements: 20 Years of Progress.” Trends in Amplification 5 (2): 5–68. doi:10.1177/108471380100500202.
   Google Scholar
• Munro, K. J., and N. Hatton. 2000. “Customized Acoustic Transform Functions and Their Accuracy at Predicting Real-Ear Hearing Aid Performance.” Ear and Hearing 21 (1): 59–69. doi:10.1097/00003446-200002000-00009.
   PubMed Web of Science ®Google Scholar
• Munro, K. J., and L. M. Buttfield. 2005. “Comparison of Real-Ear to Coupler Difference Values in the Right and Left Ear of Adults Using Three Earmold Configurations.” Ear and Hearing 26 (3): 90–298. doi:10.1097/00003446-200506000-00005.
   Web of Science ®Google Scholar
• Munro, K. J., and S. Toal. 2005. “Measuring the Real-Ear to Coupler Difference Transfer Function with an Insert Earphone and a Hearing Instrument: Are They the Same?” Ear and Hearing 26 (1): 27–34. doi:10.1097/00003446-200502000-00003.
   PubMed Web of Science ®Google Scholar
• Nelson-Barlow, N., M. Auslander, D. Rines, and P. G. Stelmachowicz. 1985. “Probe Microphone Measures in Hearing Impaired Children and Adults.” Ear and Hearing 9 (5): 243–247. doi:10.1097/00003446-198810000-00003.
   Google Scholar
• Oleson, J. J., G. D. Brown, and R. McCreery. 2019. “The Evolution of Statistical Methods in Speech, Language, and Hearing Sciences.” Journal of Speech, Language, and Hearing Research 62 (3): 498–506. doi:10.1044/2018_JSLHR-H-ASTM-18-0378.
   PubMed Web of Science ®Google Scholar
• Ontario Infant Hearing Program. 2019. “Protocol for the Provision of Amplification v. 2019.01.” https://www.uwo.ca/nca//pdfs/clinical_protocols/IHP_Amplification%20Protocol_2019.01.pdf.
   Google Scholar
• R Core Team. 2019. R: A Language and Environment for Statistical Computing. Vienna: R Foundation for Statistical Computing.
   Google Scholar
• Shanks, J., and C. Shelton. 1991. “Basic Principles and Clinical Applications of Tympanometry.” Otolaryngologic Clinics of North America 24 (2): 299–328. doi:10.1016/S0030-6665(20)31141-5.
   PubMed Web of Science ®Google Scholar
• Sinclair, S. T., K. L. Beauchaine, K. S. Moodie, J. A. Feigin, R. C. Seewald, and P. G. Stelmachowicz. 1996. “Repeatability of a Real-Ear-to-Coupler Difference Measurement as a Function of Age.” American Journal of Audiology 5 (3): 52–56. doi:10.1044/1059-0889.0503.52.
   Google Scholar
• Vaisberg, J. M., P. Folkeard, J. Pumford, P. Narten, and S. Scollie. 2018. “Evaluation of the Repeatability and Accuracy of the Wideband Real-Ear-to-Coupler Difference.” Journal of the American Academy of Audiology 29 (6): 520–532. doi:10.3766/jaaa.17007.
   PubMed Web of Science ®Google Scholar
• Van Eeckhoutte, M., P. Folkeard, D. Glista, and S. Scollie. 2020. “Speech Recognition, Loudness, and Preference with Extended Bandwidth Hearing Aids for Adult Hearing Aid Users.” International journal of Audiology 59 (10): 80–791. doi:10.1080/14992027.2020.1750718.
   Web of Science ®Google Scholar
• Vehtari, A., A. Gelman, and J. Gabry. 2017. “Practical Bayesian Model Evaluation Using Leave-One-Out Cross-Validation and WAIC.” Statistics and Computing 27: 1413–1432. doi:10.1007/s11222-016-9696-4.
   Web of Science ®Google Scholar
• Voss, S. E., and B. S. Herrmann. 2005. “How Does the Sound Pressure Generated by Circumaural, Supra-Aural, and Insert Earphones Differ for Adult and Infant Ears?” Ear and Hearing 26 (6): 636–650. doi:10.1097/01.aud.0000189717.83661.57.
   PubMed Web of Science ®Google Scholar
• Voss, S. E., J. J. Rosowski, S. N. Merchant, A. R. Thornton, C. A. Shera, and W. T. Peake. 2000a. “Middle Ear Pathology Can Affect the Ear Canal Sound Pressure Generated by Audiologic Earphones.” Ear and Hearing 21 (4): 265–274. doi:10.1097/00003446-200008000-00001.
   PubMed Web of Science ®Google Scholar
• Voss, S. E., J. J. Rosowski, C. A. Shera, and W. T. Peake. 2000b. “Acoustic Mechanisms That Determine the Ear-Canal Sound Pressures Generated by Earphones.” The Journal of the Acoustical Society of America 107 (3): 548–1565. doi:10.1121/1.428440.
   Web of Science ®Google Scholar
• Wood, S. A., G. J. Sutton, and A. C. Davis. 2015. “Performance and Characteristics of the Newborn Hearing Screening Programme in England: The First Seven Years.” International Journal of Audiology 54 (6): 53–358. doi:10.3109/14992027.2014.989548.
   Web of Science ®Google Scholar
• Watts, K. M., M. Bagatto, S. Clark-Lewis, S. Henderson, S. Scollie, and J. Blumsack. 2020. “Relationship of Head Circumference and Age in the Prediction of the Real-Ear-to-Coupler Difference (RECD).” Journal of the American Academy of Audiology 31 (7): 496–505. doi:10.3766/jaaa.19017.
   PubMed Web of Science ®Google Scholar