Prediction of Hearing Outcomes by Multiple Regression Analysis in Patients With Idiopathic Sudden Sensorineural Hearing Loss. (December 2014)
- Record Type:
- Journal Article
- Title:
- Prediction of Hearing Outcomes by Multiple Regression Analysis in Patients With Idiopathic Sudden Sensorineural Hearing Loss. (December 2014)
- Main Title:
- Prediction of Hearing Outcomes by Multiple Regression Analysis in Patients With Idiopathic Sudden Sensorineural Hearing Loss
- Authors:
- Suzuki, Hideaki
Tabata, Takahisa
Koizumi, Hiroki
Hohchi, Nobusuke
Takeuchi, Shoko
Kitamura, Takuro
Fujino, Yoshihisa
Ohbuchi, Toyoaki - Abstract:
- Objective: This study aimed to create a multiple regression model for predicting hearing outcomes of idiopathic sudden sensorineural hearing loss (ISSNHL). Methods: The participants were 205 consecutive patients (205 ears) with ISSNHL (hearing level ≥ 40 dB, interval between onset and treatment ≤ 30 days). They received systemic steroid administration combined with intratympanic steroid injection. Data were examined by simple and multiple regression analyses. Three hearing indices (percentage hearing improvement, hearing gain, and posttreatment hearing level [HLpost ]) and 7 prognostic factors (age, days from onset to treatment, initial hearing level, initial hearing level at low frequencies, initial hearing level at high frequencies, presence of vertigo, and contralateral hearing level) were included in the multiple regression analysis as dependent and explanatory variables, respectively. Results: In the simple regression analysis, the percentage hearing improvement, hearing gain, and HLpost showed significant correlation with 2, 5, and 6 of the 7 prognostic factors, respectively. The multiple correlation coefficients were 0.396, 0.503, and 0.714 for the percentage hearing improvement, hearing gain, and HLpost, respectively. Predicted values of HLpost calculated by the multiple regression equation were reliable with 70% probability with a 40-dB-width prediction interval. Conclusion: Prediction of HLpost by the multiple regression model may be useful to estimate the hearingObjective: This study aimed to create a multiple regression model for predicting hearing outcomes of idiopathic sudden sensorineural hearing loss (ISSNHL). Methods: The participants were 205 consecutive patients (205 ears) with ISSNHL (hearing level ≥ 40 dB, interval between onset and treatment ≤ 30 days). They received systemic steroid administration combined with intratympanic steroid injection. Data were examined by simple and multiple regression analyses. Three hearing indices (percentage hearing improvement, hearing gain, and posttreatment hearing level [HLpost ]) and 7 prognostic factors (age, days from onset to treatment, initial hearing level, initial hearing level at low frequencies, initial hearing level at high frequencies, presence of vertigo, and contralateral hearing level) were included in the multiple regression analysis as dependent and explanatory variables, respectively. Results: In the simple regression analysis, the percentage hearing improvement, hearing gain, and HLpost showed significant correlation with 2, 5, and 6 of the 7 prognostic factors, respectively. The multiple correlation coefficients were 0.396, 0.503, and 0.714 for the percentage hearing improvement, hearing gain, and HLpost, respectively. Predicted values of HLpost calculated by the multiple regression equation were reliable with 70% probability with a 40-dB-width prediction interval. Conclusion: Prediction of HLpost by the multiple regression model may be useful to estimate the hearing prognosis of ISSNHL. … (more)
- Is Part Of:
- Annals of otology, rhinology & laryngology. Volume 123:Number 12(2014)
- Journal:
- Annals of otology, rhinology & laryngology
- Issue:
- Volume 123:Number 12(2014)
- Issue Display:
- Volume 123, Issue 12 (2014)
- Year:
- 2014
- Volume:
- 123
- Issue:
- 12
- Issue Sort Value:
- 2014-0123-0012-0000
- Page Start:
- 821
- Page End:
- 825
- Publication Date:
- 2014-12
- Subjects:
- idiopathic sudden sensorineural hearing loss -- hearing outcome -- prediction model -- prognostic factor -- multiple regression analysis
Otolaryngology -- Periodicals
617.51 - Journal URLs:
- http://aor.sagepub.com/ ↗
http://www.sagepublications.com/ ↗
http://www.Annals.com/ ↗ - DOI:
- 10.1177/0003489414538606 ↗
- Languages:
- English
- ISSNs:
- 0003-4894
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - BLDSS-3PM
British Library STI - ELD Digital store - Ingest File:
- 24024.xml