Business Intelligence and Analytics and Investigating

Question: Discuss about the Business Intelligence and Analytics and Investigating. Answer: Introduction: This paper mainly concentrates on the public hospitals who had disclosed their reports regarding their operations in the emergency departments to the NNAPEDCD and it is seen that they report their overall activity of 2015-16 with respect to over time and that includes: The type and the number of public hospitals that have given out emergency department care The total number of presentations to the emergency departments of public hospitals. It is seen that the data set only considers the emergency department care in public hospitals that are situated in New South Wales. The NNAPEDCD gives out information on the provided care that are inclusive of the waiting time for the care for the patients who are non-admitted and have been registered in the emergency departments in the public hospitals where the departments try to acquire the following criteria: Intentionally constructed and equipped regions with delegated evaluation, recovery areas and treatment. Capability to give out recoveries, basic management and stabilisation of all the available emergencies The availability of the medical employees in the hospital for 24 hours a day Delegated nursing staff in the emergency department 24 hours a day and 7 days a week and a delegated emergency department that has a unit manager for handling nurses. The interpretation of the changes over time has revealed that the total number of hospitals has increased from 203 in 2011-12 to 287 in the year 2015-16. It is seen that women and children hospitals has remained 39 even though a value increased in the last year. The public acute group A hospitals has remained the same and the value has stayed to 60 for the five years, Public acute group B hospitals have remained the same as well the total number accounts to 45. The number of public acute group C hospitals was 38 in the year 2011-12 and the value has risen to 55 in the year 2015-16. The number of other hospitals has increased significantly and the value rises to 88. With respect to the state wise evaluation of the hospitals with respect to the emergency departments in the public hospitals, it is seen that the highest number of hospitals with emergency departments is seen in New South Wales and the number has increased significantly to 177 in 2015-16 from 95 in 2011-12. The other states that are in consideration have very few hospitals with respect to NSW. The sub division of various types of hospitals in New South Wales has revealed that out of the 177 hospitals other hospitals are 87, while group C hospitals account for 38 and group A accounts for 22. Group B hospitals are found to be 17 and women and child hospitals are seen to be 13. The total number of hospitals is very high with respect to the other states and territories. It is seen that with respect to the presentation of the emergency departments in the states and the territories, it is seen that in New South Wales, it is seen that the total number of presentations in the year 2011-12 has been 2,235,455 and it is seen that the total number of presentations has increased to 2,733,520, which has increased significantly in the year 2015-16. It is seen that the overall presentation all over the country has even risen from 6547342 in 2011-12 to 7465869 in the year 2015-16. Now, the segmentation of the total number of presentations with respect to the various types of hospitals are being discussed and it is seen that in case of New South Wales in the year 2015-16, it is seen that highest number of presentations are seen to be given by the group A hospitals followed by the women and children hospitals. It is seen that it is essential for the women and children hospitals to increase their presentation so that awareness can be spread among the society. The lowest number of presentations is given out by other hospitals irrespective of the group A, group B and group C hospitals. People who use emergency department services It is seen that with respect to the various age groups who have been taking the services, it is seen that in New South Wales the highest number of patients in the male population arise from the age group of 15-24 years. The next age group that makes use of the emergency department includes the age group of 0-4 years. The rate of patients in this age group has been found to be 174611. It is generally seen that most of the emergency patients have been within the age group of 0-4, 15-24 and 25-34 years. The rate of visit for the 15-24 years age group has been high but has been lower than above discussed age groups. With respect to the female age group, it is seen that the highest visitor has been higher in the age group of 15-24 years and the next age group has been found to be the age group of 25-34 years. It is even seen that in both the cases of male and female the teenagers has been found to be the most visitors of the emergency department. The next data will discuss about the presentation of the emergency departments by the indigenous states and territories and it is seen that most of the presentations are done in New South Wales and the other Australians contribute the highest. The other Australians comprise of the people for which indigenous reports were not recorded. The data with respect to the remoteness area of the usual residence has revealed that major cities are the regions from where most of the individuals visit the emergency department and urgent patients has been observed to be the highest in this respect. The semi-urgent patients have been found to be next after the urgent patients. The analysis of this data has revealed that the access of the individuals living outside the major cities has been found to be relatively low and therefore their accessibility to the emergency department has been low. It can even be said that the hospitals outside the major cities have lower level of emergency care departments. How and why were the services accessed? The evaluation of this statement has revealed that the type of visit, the importance or then urgency of the care, the process of arrival, the diagnosis principal and the end status of the patients. With respect to the type of visit that are seen in the emergency department in New South Wales, it is seen that emergency presentation has been the highest in the concerned state. The planned visit has been found to be the next highest level of the patients. It is seen that most of the emergency patients hail from the state of New South Wales. The urgency of the care and the mode with which the patients arrived at the emergency department has revealed that revival patients in New South Wales mainly arrive with the help of air ambulance, rescue helicopter services and ambulance. In case of emergency patients, any other mode other than the pre-discussed mode of transpiration is used. With respect to the urgent people, it is seen that ambulance and other mode of transport is mainly used by the patients to arrive at the emergency care. The scenario is same in case of the semi-urgent patients as it is seen that the other mode of payment and the use of use of air ambulance, ambulance and rescue helicopters are mainly utilised. The case is the sake for the non-urgent and the all category patients and therefore, the analysis of the collected data reveals that any kind of patient who arrive at the emergency care department mostly make use of the air ambulance or the ambulance or makes use of other mode of transportation. The next data is in respect to the time during which the people got admitted to the emergency department and it is seen that the frequency level is higher during the time span of 10 am to 8 pm. The frequency level has ranged from 12.9 to 11. This reveals that the level of admittance in the emergency department has been higher during the day time than at night. The next database discusses about the reason why the patients receive care in the emergency department and it is seen that with respect to New South Wales, a higher percentage of the patients were came to the emergency care with certain injuries that are external in nature like the poisoning and injuries due to accidents and mishaps. It is seen that symptoms of clinical and laboratory findings has been second in line with respect to the admittance in the emergency care department. It is seen that patients with respiratory problems have been found to be next line. It can therefore be said that a higher percentage of the patients get are admitted in the emergency care department due to external accidents and therefore it is important for the public hospitals to maintain the amenities that will be helpful for curing the patients who are affected by external injuries. There are various diseases that individuals face and thus it is seen that the emergency care department requires to maint ain every sort of medical equipment so that they can handle various kinds of patients. The next data reveals the twenty common principal diagnoses that is done by the emergency department and it is seen that with respect to New South Wales, it is seen that pelvic and abdominal pain has been found to be most. The other principal diagnoses have been found to be chest and throat pain. It can therefore be said that in New South Wales, most of the patients are have abdominal problems or throat or chest related problems. With respect to the main diagnostic block patient, it is seen that single site injury patients have been deemed to be the highest in New South Wales. There are various other diagnostic block patients who have visited the emergency care but after the single injury care, it is seen that digestive illness has been found to be the next bit diagnostic blockage system. The next set of data explains about the presentation by episode and the end status of the patients and it is seen that in New South Wales patients who have been departed without being referred and admitted is the highest and followed by the patients who had been admitted in the hospital. The analysis of the whole data set reveals that New South Wales have observed the highest number of patients who have been admitted in the emergency care department of public hospitals. Data Recommendation The analysis of the data that has been obtained with respect to the patients getting admitted in the emergency care department in New South Wales has revealed that this state with respect to the other states have the highest number of patients who have been admitted in the emergency care department. The data with respect to the non-admitted patients in the emergency care department has disclosed that most of the patients are facing abdominal, throat and chest pains and the external injuries has been higher. It is even seen that proportion of the percentage of waiting time has increased with respect to the rise in the degree of patients in New South Wales. It is even observed that much better results can be obtained by taking help of the primary data that could be useful for the giving out more precise and accurate results with respect to the transforming time and with respect to the changes in the taste and preferences in the economy. 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