TY - GEN
T1 - Classification of hospital pharmaceutical drug inventory items by combining ABC analysis and fuzzy classification
AU - Mahendrawathi, E. R.
AU - Nurul Laili, Eliza
AU - Kusumawardani, Renny P.
PY - 2011
Y1 - 2011
N2 - The management of pharmaceutical inventory items in a hospital poses a unique problem. One of the most commonly used techniques in inventory management, the ABC analysis, lends simple and intuitive interpretation. However, it is based on a single quantifiable criterion, generally the annual dollar usage of the item; whereas the determination of importance of a pharmaceutical drugs item should also take into account other considerations, such as how severely its unavailability would affect patients. These other factors are often judged on the human experience, thus are hard to quantify. This paper proposes the use of the fuzzy-ABC technique, which is able to incorporate multiple factors, both quantitative and qualitative ones, into inventory management decisions in a computationally simple and easily interpretable manner. Differences observed in the results of classical ABC and fuzzy-ABC analysis clearly demonstrates that the fuzzy-ABC technique is able to better capture the intuition behind the importance of each pharmaceutical item as determined by multiple criteria beyond its dollar usage, including factors that are inexpressible as exact quantities.
AB - The management of pharmaceutical inventory items in a hospital poses a unique problem. One of the most commonly used techniques in inventory management, the ABC analysis, lends simple and intuitive interpretation. However, it is based on a single quantifiable criterion, generally the annual dollar usage of the item; whereas the determination of importance of a pharmaceutical drugs item should also take into account other considerations, such as how severely its unavailability would affect patients. These other factors are often judged on the human experience, thus are hard to quantify. This paper proposes the use of the fuzzy-ABC technique, which is able to incorporate multiple factors, both quantitative and qualitative ones, into inventory management decisions in a computationally simple and easily interpretable manner. Differences observed in the results of classical ABC and fuzzy-ABC analysis clearly demonstrates that the fuzzy-ABC technique is able to better capture the intuition behind the importance of each pharmaceutical item as determined by multiple criteria beyond its dollar usage, including factors that are inexpressible as exact quantities.
UR - http://www.scopus.com/inward/record.url?scp=84857290700&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:84857290700
SN - 9789791421119
T3 - ICACSIS 2011 - 2011 International Conference on Advanced Computer Science and Information Systems, Proceedings
SP - 215
EP - 220
BT - ICACSIS 2011 - 2011 International Conference on Advanced Computer Science and Information Systems, Proceedings
T2 - 2011 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2011
Y2 - 17 December 2011 through 18 December 2011
ER -