Literature DB >> 34198396

A Six Sigma DMAIC methodology as a support tool for Health Technology Assessment of two antibiotics.

Alfonso Maria Ponsiglione1, Carlo Ricciardi2, Giovanni Improta3,4, Giovanni Dell'Aversana Orabona5, Alfonso Sorrentino5, Francesco Amato1,4, Maria Romano1.   

Abstract

Health Technology Assessment (HTA) and Six Sigma (SS) have largely proved their reliability in the healthcare context. The former focuses on the assessment of health technologies to be introduced in a healthcare system. The latter deals with the improvement of the quality of services, reducing errors and variability in the healthcare processes. Both the approaches demand a detailed analysis, evidence-based decisions, and efficient control plans. In this paper, the SS is applied as a support tool for HTA of two antibiotics with the final aim of assessing their clinical and organizational impact in terms of postoperative Length Of Stay (LOS) for patients undergoing tongue cancer surgery. More specifically, the SS has been implemented through its main tool, namely the DMAIC (Define, Measure, Analyse, Improve, Control) cycle. Moreover, within the DMAIC cycle, a modelling approach based on a multiple linear regression analysis technique is introduced, in the Control phase, to add complementary information and confirm the results obtained by the statistical analysis performed within the other phases of the SS DMAIC. The obtained results show that the proposed methodology is effective to determine the clinical and organizational impact of each of the examined antibiotics, when LOS is taken as a measure of performance, and guide the decision-making process. Furthermore, our study provides a systematic procedure which, properly combining different and well-assessed tools available in the literature, demonstrated to be a useful guidance for choosing the right treatment based on the available data in the specific circumstance.

Entities:  

Keywords:  DMAIC ; Health Technology Assessment ; Six Sigma ; modelling ; public health

Year:  2021        PMID: 34198396     DOI: 10.3934/mbe.2021174

Source DB:  PubMed          Journal:  Math Biosci Eng        ISSN: 1547-1063            Impact factor:   2.080


  6 in total

1.  Application of DMAIC Cycle and Modeling as Tools for Health Technology Assessment in a University Hospital.

Authors:  Alfonso Maria Ponsiglione; Carlo Ricciardi; Arianna Scala; Antonella Fiorillo; Alfonso Sorrentino; Maria Triassi; Giovanni Dell'Aversana Orabona; Giovanni Improta
Journal:  J Healthc Eng       Date:  2021-08-17       Impact factor: 2.682

2.  DMAIC methodology for achieving public satisfaction with health departments in various districts of Punjab and optimizing CT scan patient load in urban city hospitals.

Authors:  Muhammad Mutasim Billah Tufail; Asad Shamim; Asghar Ali; Muhammad Ibrahim; Danial Mehdi; Waseem Nawaz
Journal:  AIMS Public Health       Date:  2022-05-10

3.  Machine Learning and Regression Analysis to Model the Length of Hospital Stay in Patients with Femur Fracture.

Authors:  Carlo Ricciardi; Alfonso Maria Ponsiglione; Arianna Scala; Anna Borrelli; Mario Misasi; Gaetano Romano; Giuseppe Russo; Maria Triassi; Giovanni Improta
Journal:  Bioengineering (Basel)       Date:  2022-04-14

Review 4.  A Systematic Review on Lean Applications' in Emergency Departments.

Authors:  Davenilcio Luiz Souza; André Luis Korzenowski; Michelle McGaha Alvarado; João Henrique Sperafico; Andres Eberhard Friedl Ackermann; Taciana Mareth; Annibal José Scavarda
Journal:  Healthcare (Basel)       Date:  2021-06-19

5.  Reducing the Healthcare-Associated Infections in a Rehabilitation Hospital under the Guidance of Lean Six Sigma and DMAIC.

Authors:  Giuseppe Cesarelli; Rita Petrelli; Carlo Ricciardi; Giovanni D'Addio; Orjela Monce; Maria Ruccia; Mario Cesarelli
Journal:  Healthcare (Basel)       Date:  2021-12-01

6.  Comparing Two Approaches for Thyroidectomy: A Health Technology Assessment through DMAIC Cycle.

Authors:  Carlo Ricciardi; Adelmo Gubitosi; Donatella Vecchione; Giuseppe Cesarelli; Francesco De Nola; Roberto Ruggiero; Ludovico Docimo; Giovanni Improta
Journal:  Healthcare (Basel)       Date:  2022-01-08
  6 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.