Data Mining In Health Care

In this discussion board post, I will compare and contrast informatics and clinical informatics. Then I will give two examples of clinical informatics found in my organization that has been found to improve patient care. I will also give two examples of how my nurse manager can utilize data management in order to improve patient care. Lastly, I will discuss why President Bush mandated that all health records be in electronic form by the year 2014.

Informatics has many possibilities and benefits. The ever growing technology can improve healthcare to protect patients and the medical staff. At Lakeland they use Epic for electronic computer charting, which decreases time to do and increase availability time. With Epic they have designed safety checks to pop up with wrong medication or even different dosage than ordered to prevent medical errors from happening. Now Guardian is slowly being worked into the system to decrease time it take to input vitals for patients. On some units they have a large screen in the huddle room which allows you to click into a patient's chart and focus in on key things. It even has a list screen that helps you to keep track of daily weights, pain reassessments, and I&Os for all patients on that

Healthcare stakeholders know how to value what they have captured and they have come up with many ideas to help with their goal. “Big data could transform the healthcare sector, but the industry must undergo fundamental changes before stakeholders can capture its full value” (Kayyali, B., Knott, D., Van Kuiken, S., 2013). Since the affordable care act has been in place there has been an increase number of patients seeking preventative care or even seeking help for chronic illnesses that they weren’t seen for because of lack of insurance. Because of that, there has been a shortage of physicians, nurses and other healthcare providers. So the stakeholders have another challenge on their hands in trying to hire more doctors and nurses to help with the increase of patients.

DQ2. What future trends in our society, in technology, and in the healthcare industry will have the most significant impact on the work of the health informatician? Be sure to support your response with good evidence.

Worldwide use of computer technology in medicine began in the early 1950s with the rise of the computers. In 1949, Gustav Wagner established the first professional organization for informatics in Germany. Medical informatics research units began to appear during the 1970s in Poland and in the U.S. Since then the development of high-quality health informatics research, education and infrastructure has been a goal of the U.S. and the European Union. (NYU graduate training program, 2010) Changes in the healthcare environment produced fundamental shifts in the delivery of healthcare. The altering landscape of healthcare is creating a huge demand for health data analytics. The growth and maturity of healthcare informatics over the past decade has been a prime catalyst in positioning the healthcare industry for the changes posed by reform measures. By understanding the process of analytics, clinical informatics specialists say healthcare providers have the insight necessary to make the process adjustments in the future.(Riskin, 2013)

It is important to understand the history of how the healthcare industry decided to embrace the use of computer databases. Typically healthcare was often the last to employ new technology; especially when it came to assembling and disseminating data. As a Director of HIM (Health Information Management) it would be beneficial to remember this as there will undoubtedly be some resistance when attempting to implement new and improved systems to track everything from patient outcomes and laboratory tests to prescriptions and medications.

The American Recovery and Reinvestment Act was created in 2009 to try and help multiple systems in the failing economy. The main goal of this Act is to promote economic recovery, spur technological advances in health and to stabilize state and local budget. The clinical business intelligence improves the patient care process, this data analytics provide the quality data which is timelier, and it also helps in billing and supports clinical

An additional component of healthcare is data. This is important because this allows health professionals to gather and analyze information to complete the task at hand the best way possible. This would allow doctors and nurses to be able to treat patients the most efficient way while trying to keep cost relatively low at the same time. Moreover, if the health

The government instigated the change, technology designed an application to manage and control the data, now it’s left to the healthcare industry to configure a business strategy for using data analytics to improve the outcomes related to the patient, secure population data and the improve the business of healthcare performance. What do all three have in common – survival?

Two informatics trends that I believe will positively affect the health care industry include tele health and electronic medical records. Telehealth is used “to provide interventions to improve medication adherence” (Shah, Simms, Barksdale, & Wu, 2015, p. #1). Having health care providers communicate with individuals who are in distant or remote areas can increase the amount of individuals who are getting the proper health, which can lead to health promotion; making individuals more aware of problems they can avoid. Informatics is made easy because the communication is often done in front of a T.V. or commuter

After I read “The Challenge: Moyen Sante Medical Sente, Chapter 7,” I learned how big data and data warehouses had caused a positive impact on health informatics. These impacts have reduced hospital readmissions, which has been a big setback for hospitals and healthcare organizations. The analytics system has caused health care systems to transform their health care system as they improve their information technology. Moreover, this may help advance the awareness of practitioner’s psychological decisions making especially towards data sources. As Ana and Ima showed a sign of agreement regarding the improve of their MSMC healthcare system in the future, Sarah provided a short video that intended to help answer the questions they were seek, such

The preferred format for clinical health information is Health Level Seven (HL7) Clinical Document Architecture (CDA) for both Personal Health Record (PHR) and Electronic Medical Record (EMR). It is XML-based format identifies the encoding, configuration, and semantics of a clinical file. Blue Button+ Direct implementation ensure ease of transmission of medical records to a third party by the health care provider or patient. Direct uses SMTP, S/MIME, and X.509 licenses to maintain security, data reliability, privacy and verification of sender and receiver. Additionally, it meets the requirements for Meaningful Use (MU) Stage 2 of View, Download, and Transmit (VDT) that is required for certified EMR/EHR (Graham-Jones & Panchadsaram, 2013).

Health informatics has successfully captured the attention of clinical and public health leaders around the nation as they realize its potential to solve problems, cut cost and enhance patient experience. As discussed in class, The American Reinvestment and Recovery Act (ARRA) of 2009 initiated a program designed to equip hospitals and medical practices around the country with electronic health record systems. Known as the Meaningful Use program, it has provided financial encouragements to health care organizations to install these computerized systems. This act has resulted in a huge increase of electronic health records (EHR) companies and has generated countless jobs for healthcare data analysts and related IT positions.

Data in the healthcare industry can include patient demographics, financial information or clinical documentation. Management of this data can include storing in a file, file server, an email, an electronic healthcare system or other locations. Therefore, Data Management is the process of managing how the data collected and how it is stored so that it can be used efficiently and effectively in the future.

Nurses can review vital signs history for a patient to spot abnormalities and creating a baseline with a few clicks of a mouse and identify inconsistencies and changes in health quickly, which saves not only time but lives too when using nursing informatics. Opportunities in nursing care can be discussed with management and the nursing informatics team to better serve patients. There is a huge push to reduce costs in healthcare and nursing informatics helps save money while improving patient care. Various members of the healthcare team can now look at the same patient's chart at the same time at many healthcare facilities. Nursing informatics professionals look for ways to improve the patient experience so that redundancy and waste are removed, but they try to keep the nursing process in mind to avoid sacrificing the level of care provided. Most jobs in this field are in hospitals, insurance companies, pharmaceutical and research companies, and healthcare consulting companies. The locations of available jobs are similar to those offered to a traditional nurse, but it is clear that this position is considered niche and the traditional nurse would have more job opportunities (“Johnson & Johnson Discover Nursing”, 2014).