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" Choose one (1) example of how healthcare data is incorporated into statistics and research. Next, hypothesize two (2) ways that today's healthcare informatics plays an even greater role in quality healthcare delivery and research techniques. Justify your response. Electronic Health Records provides a clinical insight that health claim forms overlook. The electronic health records give details about the patient care provided, patient concerns and the patient overall assessment. Data includes: vital signs, lab results, list of medications and imaging reports. The data set gives answer to the health of the populations. Recording the patients’ vital signs allows the provider to monitor the patient blood pressure readings. (A.C. Norris, 2002) Yes, we just went electronically within the past couple of months. It actually improves patient service quality and improvement. Increased Coordination Health care is has become specialized. The patients receive care more many types of specialist in one hospital stay. This increase in specialists requires an increase coordination and its health informatics that provides what to do next. (A.C., Norris, 2002) Some of the concerns of the pharmaceutical representatives is the patients’ blood levels, nutrition status and imaging reports. Health Informatics makes the connection between the healthcare team necessary coordination possible (A.C. Norris, 2002) This is definitely helps when it comes to patient care. Improving Outcomes Health Informatics has changed health care by improving outcomes. The electronic health records have a high quality care rate, which has decreases errors, safe care and other healthcare providers is able to communicate effectively. Doctors and nurses are able to increase efficiency. This will allow more time for providers to spent more time with the patient. The outcomes were surgical procedures has improved since providers has used (A.S. Norris, 2002) Electronic records are definitely an improvement from years ago. Much more reliable. References: A.C. Norris (2002), Current trends and challenges in health informatics, Health Informatics Journal ...

Education

outcomes. The electronic health records have a high quality care
rate, which has decreases errors, safe care and other healthcare
providers is able to communicate effectively. Doctors and
nurses are able to increase efficiency. This will allow more time
for providers to spent more time with the patient. The outcomes
were surgical procedures has improved since providers has used
(A.S. Norris, 2002) Electronic records are definitely an
improvement from years ago. Much more reliable.
References:
A.C. Norris (2002), Current trends and challenges in health
informatics, Health Informatics Journal

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CANCER DATA COLLECTION 6 The Application of Data to Problem-Solving PEER RESPONSES PEER NUMBER 1: Luis Arencibia Top of Form Clinical data is fundamental in the medical field. It is from this data that change and efficiency are made possible. Clinical data forms the basis of clinical care given to patients and research studies and is also used by the administration for decision-making and influencing change (Deckro et al., 2021). Modernization has come up with better ways of processing and storing clinical data, popularly known as informatics. This has led to the increased utilization of computers and information technology in clinical data management. The informatics results have increased efficiency in managing patients' data (McGonigle & Mastrian, 2022). It is crucial to ensure proper data management because it is from clinical data that crucial decisions and problems are solved in healthcare. An example of a scenario where data can be helpful in problem-solving is the case where a healthcare facility wants to determine the average number of patients they receive in a day and use that information to establish whether the staff to patient ratio is satisfactory. This data can be obtained by registering all patients who attend the facility for a certain period, for example, three months, and stored electronically. The average is then done to get the approximate number of clients in a day. Additionally, the data should capture the age of patients, significant complaints, and the departments where the patients were attended. It is vital to secure this data to avoid unauthorized access to promote patients' privacy and compliance with the HIPAA to avoid legal consequences. The knowledge derived from the data described above is the number of patients visiting the facility and their health needs. From this, the healthcare center will be able to critically analyze and evaluate whether the facility's staffing and resources are enough to meet the patients' demands. Suppose the number of patients is higher compared to the resources. In that case, the facility will be able to tell there is a shortage and the staff is being overworked, which is likely to compromise the services given to the patients. From the data, a nurse leader can use clinical reasoning and judgment to explain why the health facility could be performing less efficiently and not meeting its goal of providing optimum medical services to patients. Additionally, the nurse could judge that the patients are not satisfied with the services provided from the data (Zhu et al., 2019). With that information, a nurse leader can successfully convince the management that there is a need for more staffing and resources to meet the patients' needs more successfully. In conclusion, data management is crucial in the healthcare practice. With proper informatics, nurses and other healthcare providers will function optimally, and the results will be better quality ...

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Role of Health Information Systems in Health Care In the article, Robert Fichman, Rajiv Kohli, and Ranjani Krishnan discussed the role of the Health Information System in Health Care on the medical, social, and economic points related to the diagnosis providing and financial transactions. The main argument of the article indicates the future indispensability of the IS utilization in Health Care system regarding the optimization of the medical process, which will benefit the medical staff and clients’ recuperation. The authors support the claim stating that the involvement of the IS promotes the reduction of treatment costs caused by the mechanized data recording. Moreover, the adaptation of IS leads to the successful outperformance of the challenges related to the hierarchical nature of healthcare, which implies the physicians’ appropriate implementation of technology for the process of examination, treatment, and rehabilitation program elaboration, which intensifies the adherence of the medical professional to the client-centered orientation. Finally, IS deals with the privacy concern, which presents the obligation of the medical professional to ensure the security of the patient’s data to avoid the leakage of information as the issue of data loss deals with PHI, which can follow the court procedures. Hence, the authors lead to the point that the utilization of the Information Systems will optimize the quality of medical service due to the improvement of the data transfer, diagnosis and treatment program creation, and reduction of the cost of service. Recommendations 1. According to Fichman, Kohli, and Krishnan (2011), the utilization of IS enhances the risk of patients’ data leakage, which captures media attention and violates security regulations. Regarding the presented perspective the recommendation implies ensuring IS with encryption, which will provide anonymity of the clients’ data and its automatic deletion in case of hacking attack. In this case, addressing the program of the identity based anonymization represents a reasonable solution of the privacy preservation as it encodes and removes patients’ identifiable information from the data set and means that the necessary information is visible for the clients/medical professionals and deleted for the hackers (Abouelmehdi, Beni Hessane, & Khalouﬁ, 2018). 2. Fichman, Kohli, and Krishnan (2011) state that the medical professionals apply IS during the process of treatment program creation, which aims to enhance patients’ satisfaction. However, the principal challenge of the presented point specifies the necessity of the correct assessment of the clients’ clinical history. Regarding the mentioned perspective, the recommendation means the elaboration of the separate Patient Data Analysis information system. PDA-IS utilizes the query engine, that implies the generation of standard and ad-hoc analytical patient and service-centric queries, which promotes the qualified analysis of the pati ...

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