The following analysis presents an informative insight on the examined Al Noor Hospital, based on the introducing various types of data and gives certain outlooks on enhancing the overall productivity using newest data mining technologies.
As was mentioned previously, the AL Noor Hospital is one of the largest clinics in Abu Dhabi City, serving thousands of patients weekly. The hospital comprises numerous departments which all function at full volume. In order to sustain the workability and development of the clinic, the highest management has to keep an eye on modern tendencies, in particular data mining technologies that are used for different types of data suitable for respective sections of business. In terms of the operating departments of Al Noor Hospital, the should-to-be-used databases are primarily the Relational databases with using OLTP (Online Transaction Processing). Relation database is the widest and handiest way to structure the data. Considering that Emergency department has to fill in the information about clients as promptly as possible to coordinate their actions with other departments, Relation database is logically the best option to go with. Regarding the Laboratory department, it will also require a tool called Data dictionary. With its help the laboratory assistants can easily reach the necessary group of blood tests, alphabetic column with the patients` names or a certain day of medical procedures. Data dictionary pinpoints the type of information by various types of classification. General Surgery department is also likely to build and maintain such kind of database. Once the surgery is finished, its result should be clearly displayed at the databases and furthermore, should be changed depending on the condition of a patient. With the purpose of maintaining, adding and changing the data, businesses use special Database management system (DBMS), which allows all aforementioned moves. Generally, DBMS is necessary for having opportunity of effective and fast managing of your database. Al Noor Hospital should definitely try their hands on this system. Utilizing the OLTP is an additional advantage, specifically important as it enables immediate update. Due to increasing flow of information in the mentioned departments, they are required to always renew their databases regularly, ideally in the on-line mode.
The next analyzing point is the data mining, which is a crucial instrument to secure even more convenience and time-savings. Opposing to the OLAP and query-oriented data analysis, the data mining is more discovery-driven (p.254). However, it has a direct influence on the decision-making as it sustains deep and discovering information. According to The Tools of Business Intelligence article, there are five types of information obtainable from data mining: associations, sequences, classifications, clusters and forecasts (p. 255). Applying accessed from the data mining information to the Al Noor Hospital, it should be said that with the help of association, the decision-makers will have an ability to track how many occurrences linked to single event have happened for say, last 3 month. If the heart-attack occasions were the most common event, than maybe it is a high time to buy more special …