measuring the efficiency of qom hospitals with data envelopment analysis and analytic hierarchy process

نویسندگان

رضا صالح زاده

دانشجوی کارشناسی ارشد، مدیریت صنعتی، دانشگاه اصفهان، اصفهان، ایران. سعیده کتابی

استادیار، تحقیق در عملیات، عضو مرکز تحقیقات مدیریت و اقتصاد سلامت دانشگاه علوم پزشکی اصفهان، اصفهان، ایران

چکیده

introduction: due to increased costs of health sector, much effort has been done to compare the performance of hospitals and measure their efficiency in recent years. the purpose of this study was to evaluate the relative efficiency of public and private hospitals in qom during 2007 using data envelopment analysis (dea) approach. methods: this was an applied and analytic study. the study population included all the 8 hospitals in qom. there was no need to assess the validity and reliability since real data and performance statistics of hospitals were used. input variables in this study were number of general practitioners, specialist physicians, and paramedical staff, as well as number of active beds.  output variables included number of inpatients and outpatients admitted. first, input variables weighted by analytical hierarchy process (ahp) and reduced to two variables, namely number of physicians and number of active beds.  then, input-oriented ccr (constant returns to scale (crs)) and bcc (variable returns to scale (vrs)) were used to assess the performance of qom hospitals in 2007. after determining inefficient hospitals, efficient hospitals were ranked using anderson-peterson (ap) model. expert choice, win4deap and dea-master were used to perform the calculations. results: ccr model indicated 3 hospitals as efficient and five hospitals as inefficient. the final ranking of hospitals based on this model was 1. zahra; 2. fatemi; 3. izadi; 4. vali-e-asr; 5.masoomeh; 6. nekooyi; 7. kamkar; and 8. golpaygani. however, based on bcc model, four hospitals were efficient and four were inefficient. the final ranking was 1. zahra; 2. vali-e-asr; 3. izadi; 4. fatemi; 5. masoomeh; 6. nekooyi; 7. kamkar; and 8. golpaygani. conclusion: most hospitals are not efficient. the performance of inefficient hospitals can be improved following the patterns used by reference hospitals and also by better financial and human resources management.

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Supplier selection in the sustainable supply chain: The application of analytic hierarchy process and fuzzy data envelopment analysis

The development and management of an effective and efficient supply chain involve the selection of the suppliers. Only economic criteria, including cost and delivery, once used to be considered in the process of supplier selection. But, they do not suffice for the evaluation of suppliers anymore due to the rapidly changing environment, and different perspectives are needed to be considered. The...

متن کامل

Robust decision making using Data Envelopment Analytic Hierarchy Process

-Need of robust multi criteria decision making techniques are becoming essential in day today life for decision makers to make appropriate decisions. This paper attempts to explore robustness through rank reversal properties of the Data Envelopment Analytic Hierarchy Process (DEAHP) in decision making. DEAHP uses the principles of Data Envelopment Analysis (DEA) to generate the local weights of...

متن کامل

Measuring the Efficiency and Performance of the Supply Chain with a Three-Stage Structure using Network Data Envelopment Analysis

The globalization of markets and the multiplicity of choices for customers have led to the formation of a supply chain. In supply chain activities, proper evaluation based on criteria can help companies move toward development. A proper system for measuring performance is an important need for effective supply chain management. Therefore, performance appraisal is critical to improving the effic...

متن کامل

Data envelopment analysis for weight derivation and aggregation in the analytic hierarchy process

Data envelopment analysis (DEA) is proposed in this paper to generate local weights of alternatives from pair-wise comparison judgment matrices used in the analytic hierarchy process (AHP). The underlying assumption behind the approach is explained, and some salient features are explored. It is proved that DEA correctly estimates the true weights when applied to a consistent matrix formed using...

متن کامل

Using data envelopment analysis and analytic hierarchy process for multiplicative aggregation of financial ratios

☆ This work is distributed under the terms of a self-archiving open access article which permits unrestricted noncommercial use, distribution and reproduction in any medium, provided the original authors and source are credited. Copyright © 2015 the author. Using data envelopment analysis and analytic hierarchy process for multiplicative aggregation of financial ratios ☆ Mohammad Sadegh Pakkar ...

متن کامل

Performance Measurement of Distribution Centre Combining Data Envelopment Analysis and Analytic Hierarchy Process

Abstract: Performance measurement has received significant interest during the present industrial scenario. Researchers are emphasizing the development of newer exotic cutting edge tools and more effective methods that can be applied to solve organisational problems. Data Envelopment Analysis (DEA) model measure the efficiencies of a set of homogenous systems or decision making units (DMUs) by ...

متن کامل

منابع من

با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید


عنوان ژورنال:
مدیریت اطلاعات سلامت

جلد ۸، شماره ۴، صفحات ۰-۰

میزبانی شده توسط پلتفرم ابری doprax.com

copyright © 2015-2023