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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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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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.
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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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