INFS4018 Assignment – Analysis Of A Dataset

Added on -2020-02-19

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Analysis of emergency departmentdataset1ANALYSIS OF EMERGENCY DEPARTMENT DATASETBy (student name)[Student class][lecture name][Univwersity Name][University Town Name][Date]
Analysis of emergency departmentdataset2Assignment 1Group:Mind map of the problem The hospital is an institution that is set to offer various services to the patients who visitsto be given some medical services, the New South Wales hospital is a health medical institutionthat handles the emergency issues from the patients referred there or who visits there by theirowns, however the emergency department is set up for handling such emergency issues thatcould arise.The New South Wales hospital senior managementbeing the management team of thishospital would like to get a report concerning the possible issues that could be causing the delayof services to the patients and the solution for any possible means of improving the emergencydepartment performance ,this is after a noting that the patients queues had remained long whichin turn causes overcrowding which could lead to deaths of patients ,wastage of time, lack of ontime diagnosis and therapies. After the process of brainstorming as group about the New South Wales hospitalemergency department where the patients required the medical attention we were able to get thefollowing as the findings:i.The emergency department could handle various types of patient’s problems like theblood pressure, diabetes and even other ICU critical conditions.ii.There was a patient crowding due to the staying for long in the Emergency departmentswho waits to be treated.iii.There were various stages that patients were to go through while being attended to in theemergency department.iv.There were incidences of inferior clinical outcomes like rise in the mortality rates, delayin the therapy administration to the patients.v.The emergency department is in shortage of the staff members and the clinicians to servethe patients.vi.The department also has a very little number of the diagnosis machines and most of themare very old and obsolete to offer quick services to the patients.
Analysis of emergency departmentdataset3Project justification and scope In order to come up with the possible solution for the New South Wales hospitalchallenges there will be the analysis of the various activities and the time spent for each process.The patients who visits the Emergency department are required to go through the variousstages and processes which starts by the arrival at the reception section, triangulations andwaiting, patients clinical caring and the departure period ,all these stages consumes time for eachindividual students and in the process they form a crowd and hence delays for the attendance. As a result of those challenges the analysis will be conducted about the emergencydepartment which will have various goals as below:i.To determine how many processes that the patients who attends the emergencydepartment possibly have to go through.ii.To determine the duration for each and every stage of processes that the patients gothrough the emergency departments.iii.To detect the process that mostly consumes the highest period of time during the patientstreatment in the department.iv.To determine the number of most probably occurring diseases treated in the emergencydepartment.v.To check the number of the clinical officers who do serve the patients in the emergencydepartment.vi.To determine the number of equipments used to diagnose the patients who visits theemergency departments.vii.To determine the possible number of the patients who seeks medication in the emergencydepartment in a given day.Data dictionaryThe analysis will require a set of data that is required to be used to do analysis and willeventually be used to give statistical results and the graphical outputs, however the followingwill be the set of data set that are used in the analysis process which entails the following:
Analysis of emergency departmentdataset4i.Patient nameii.Patients arrival timeiii.Patients triageiv.Patients registration and waiting periodv.Clinical care timevi.Departure time vii.Diagnosed disease.However the group members are able to collect a sample data from the emergencydepartment that will be used to conduct the analysis process ,therefore the below data will beused to perform the data analysis that will assist the group in getting the solution and giving thepossible recommendation for the ways to improve on the department’s services performance .Data sampleDiag1_CommonwealthPerson_ IdentifierDeparture_TimeArrival_TimeMode_Of_SeparationEd_Visit_TypeTriage_CategoryDiagnosis_CodesetTime SpentN39037396707/1/2012 4:05:007/1/2012 0:01:00413ICD10AM4.066J05039378807/1/2012 2:02:007/1/2012 0:17:00412ICD10AM1.750R5542227/1/2012 2:32:007/1/2012 0:18:00113ICD10AM2.23326427127/1/2012 2:00:007/1/2012 0:21:006141.65023594747/1/2012 5:45:007/1/2012 0:30:006145.250A08438778807/1/2012 7:05:007/1/2012 0:40:00414ICD10AM6.41727647687/1/2012 1:11:007/1/2012 0:42:006140.48338119047/1/2012 3:18:007/1/2012 0:49:006142.483S00812072887/1/2012 1:07:007/1/2012 0:54:00414ICD10AM0.21729663587/1/2012 1:49:007/1/2012 1:08:006140.683R60035005647/1/2012 7:02:007/1/2012 1:18:00414ICD10AM5.73325815587/1/2012 2:40:007/1/2012 1:21:006141.31727847687/1/2012 2:52:007/1/2012 1:25:006141.45029743667/1/2012 3:04:007/1/2012 1:34:006141.500J05025799707/1/2012 4:06:007/1/2012 1:36:00413ICD10AM2.50018252927/1/2012 4:47:007/1/2012 2:02:006142.750J06939578807/1/2012 7:33:007/1/2012 2:04:00414ICD10AM5.483Z00122203247/1/2012 7:36:007/1/2012 2:35:00414ICD10AM5.017R68127047687/1/2012 6:19:007/1/2012 3:05:00413ICD10AM3.233J05022403247/1/2012 6:22:007/1/2012 3:16:00414ICD10AM3.10012634507/1/2012 4:46:007/1/2012 4:18:006140.467J21935813647/1/2012 8:17:007/1/2012 4:20:00113ICD10AM3.950J0503663287/1/2012 7:39:007/1/2012 4:29:00414ICD10AM3.16731893467/1/2012 5:12:007/1/2012 4:50:006140.367Summary Of Dataset Exploration

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