Probabilistic Cost-utility Analysis of Universal Newborn Hearing Screening

碩士 === 國立臺灣大學 === 流行病學與預防醫學研究所 === 102 === Background Congenital hearing impairment is one of the most prevalent congenital anomaly, afflicting 1 to 3 per 1000 newborn infants. Without early recognition and intervention, patients’ language ability would be delayed, leading to suboptimal school perfo...

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Main Authors: Hou-Ling Lung, 龍厚玲
Other Authors: 陳秀熙
Format: Others
Language:zh-TW
Published: 2014
Online Access:http://ndltd.ncl.edu.tw/handle/29051918898244840989
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spelling ndltd-TW-102NTU055440022016-03-09T04:24:02Z http://ndltd.ncl.edu.tw/handle/29051918898244840989 Probabilistic Cost-utility Analysis of Universal Newborn Hearing Screening 全面性新生兒聽力篩檢之隨機成本效用分析 Hou-Ling Lung 龍厚玲 碩士 國立臺灣大學 流行病學與預防醫學研究所 102 Background Congenital hearing impairment is one of the most prevalent congenital anomaly, afflicting 1 to 3 per 1000 newborn infants. Without early recognition and intervention, patients’ language ability would be delayed, leading to suboptimal school performance and production loss, which further causing significant socio-economic cost. Universal newborn hearing screening (UNHS) has been suggested for early identification worldwide. However, enormous costs would be involved for a large-scale newborn hearing screening program. The grasp of the balance between utility and costs for the implementation of such universal newborn hearing screening is of importance to health decision-maker. Aim The objective was to propose a Markov decision tree model to perform deterministic and probabilistic cost-utility analysis of universal newborn hearing screening in Taiwan. Material and methods A Markov decision tree model was framed with three strategies: UNHS with otoacoustic emission (OAE) test, automatic acoustic brainstem reflex (aABR) test, and no UNHS (natural history model). The target population was all newborn babies in health insurance system in Taiwan. The parameters for analysis were derived from literatures. The utility was evaluated using scores of Clinical Evaluation of Language Fundamentals (CELF) test. By assigning the specific statistical distribution to each parameter, Monte Carlo simulation with 5000 trials was therefore applied to capture the parameter uncertainty. We then present the outcome in terms of incremental cost-utility ratios (ICURs), acceptability curve, and incremental net benefit (INB) under varying prevention strategies. Results Cost-utility analysis reveals UNHS with OAE and aABR were the two cost-saving strategies compared with no UNHS. For a hypothetical population of 200,000 newborns, the incremental cost-utility ratios for OAE and aABR against the no screening strategy were calculated as $-4800.89 (-24475.83, 15351.54) and $-4111.23(-22540.02, 13774.97) for per utility gained, respectively. The incremental cost-utility ratio for aABR against OAE was calculated as $6273.2(-15421.2, 28936.5) for per utility gained. aABR strategy demonstrates a up to 91% higher probability of being cost-utility compared with no screening demonstrated in acceptability curve, and higher incremental net monetary benefit compared with OAE. Conclusion Compared to no screening, UNHS with OAE and aABR are both cost-saving. aABR is the most economic one. These findings, although they are still uncertain, suggest a nationwide universal newborn screening for hearing loss with aABR, from societal viewpoint, can be continued under the evidence-based principle. 陳秀熙 2014 學位論文 ; thesis 88 zh-TW
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language zh-TW
format Others
sources NDLTD
description 碩士 === 國立臺灣大學 === 流行病學與預防醫學研究所 === 102 === Background Congenital hearing impairment is one of the most prevalent congenital anomaly, afflicting 1 to 3 per 1000 newborn infants. Without early recognition and intervention, patients’ language ability would be delayed, leading to suboptimal school performance and production loss, which further causing significant socio-economic cost. Universal newborn hearing screening (UNHS) has been suggested for early identification worldwide. However, enormous costs would be involved for a large-scale newborn hearing screening program. The grasp of the balance between utility and costs for the implementation of such universal newborn hearing screening is of importance to health decision-maker. Aim The objective was to propose a Markov decision tree model to perform deterministic and probabilistic cost-utility analysis of universal newborn hearing screening in Taiwan. Material and methods A Markov decision tree model was framed with three strategies: UNHS with otoacoustic emission (OAE) test, automatic acoustic brainstem reflex (aABR) test, and no UNHS (natural history model). The target population was all newborn babies in health insurance system in Taiwan. The parameters for analysis were derived from literatures. The utility was evaluated using scores of Clinical Evaluation of Language Fundamentals (CELF) test. By assigning the specific statistical distribution to each parameter, Monte Carlo simulation with 5000 trials was therefore applied to capture the parameter uncertainty. We then present the outcome in terms of incremental cost-utility ratios (ICURs), acceptability curve, and incremental net benefit (INB) under varying prevention strategies. Results Cost-utility analysis reveals UNHS with OAE and aABR were the two cost-saving strategies compared with no UNHS. For a hypothetical population of 200,000 newborns, the incremental cost-utility ratios for OAE and aABR against the no screening strategy were calculated as $-4800.89 (-24475.83, 15351.54) and $-4111.23(-22540.02, 13774.97) for per utility gained, respectively. The incremental cost-utility ratio for aABR against OAE was calculated as $6273.2(-15421.2, 28936.5) for per utility gained. aABR strategy demonstrates a up to 91% higher probability of being cost-utility compared with no screening demonstrated in acceptability curve, and higher incremental net monetary benefit compared with OAE. Conclusion Compared to no screening, UNHS with OAE and aABR are both cost-saving. aABR is the most economic one. These findings, although they are still uncertain, suggest a nationwide universal newborn screening for hearing loss with aABR, from societal viewpoint, can be continued under the evidence-based principle.
author2 陳秀熙
author_facet 陳秀熙
Hou-Ling Lung
龍厚玲
author Hou-Ling Lung
龍厚玲
spellingShingle Hou-Ling Lung
龍厚玲
Probabilistic Cost-utility Analysis of Universal Newborn Hearing Screening
author_sort Hou-Ling Lung
title Probabilistic Cost-utility Analysis of Universal Newborn Hearing Screening
title_short Probabilistic Cost-utility Analysis of Universal Newborn Hearing Screening
title_full Probabilistic Cost-utility Analysis of Universal Newborn Hearing Screening
title_fullStr Probabilistic Cost-utility Analysis of Universal Newborn Hearing Screening
title_full_unstemmed Probabilistic Cost-utility Analysis of Universal Newborn Hearing Screening
title_sort probabilistic cost-utility analysis of universal newborn hearing screening
publishDate 2014
url http://ndltd.ncl.edu.tw/handle/29051918898244840989
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