An Explanation Of What Predictive Modeling Is And What It Can Do

One of the issues with the electronic systems in health care for MU is the ability to retrieve laboratory results during a patient’s visit. In 2013, Hinrichs and Zarcone reveal that over 70% of medical decisions are determined by laboratory results. In 2007, AU Health implemented Cerner Millennium PowerChart that displays clinical data to improve the point of care for patients. With the PowerChart solution, the patient’s information can be easily verified, vital signs can be entered, and family history can be updated. The Affordable Care Act (ACA) signed by President Obama in 2013 places emphasis on expanding insurance coverage of medical care for everyone. As part of the ACA, the improvements in the way these results are exchanged and transmitted will add value to quality, safety, efficiency of health information (Hinrichs & Zarcone, 2013). The transmission and availability of EHR affect how other health professionals send and receive information at the local, state, and national levels.

However, health informatics is the kind of application system normally used by most hospitals and clinics to deliver high quality and cost efficient healthcare service to the community. According to Bacon County Hospital press release (2002), the informatics system was implemented to make the delivery of medical services such as surgical treatment and other general treatment faster. In this paper, therefore we look into how the informatics systems/applications has evolved since it was implemented by the Bacon County Hospital; discuss the future trends for healthcare informatics and how these trends impact the healthcare delivery system.

Over the past few years, we have notice a significant change in the workflow of a healthcare organization. This change is caused by the technological advancements of Health Information Technology (HIT). One of the many technological advancements of HIT is the Electronic Health Record (EHR). Electronic health records are a patient’s paper chart in a digital format. It always contains real time information and can be easily accessible. With EHR put into act, it has the ability to electronically view and share a patient’s medical history, past and current medications, immunization dates, any diagnoses or allergies, as well as testing and lab reports. It is also used to document and store data, in addition with many more abilities. It is important to understand the purpose, application, challenges, and advantages of an electronic heath record. In order to get a greater understanding of its use, we will use a private family medicine practice as the foundation for implementing the EHR.

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.

Health rule challenges continue, even as October 1, 2015 looms. Individual insurance benefits fluctuate as employers scramble to control costs, making it increasingly difficult for hospitals and physicians to stay on top of diverse policy provisions and exclusions. Myriad new regulations and mandates for providers and employers also means more responsibility for paying for health care services falls into the hands of patients. Large medical groups and care facilities rely on next generation revenue cycle management (RCM) solutions and medical billing software to automate their workflow and improve reimbursement rates. However, smaller practices and ancillary service providers may still be in the dark about emerging technology and tools to help them control costs without compromising care.

Healthcare systems are highly complex, fragmented, and use multiple information technology systems and vendors who incorporate different standards resulting in inefficiency, waste, and medical errors (Healthinformatics, 2016). A patient 's medical information often gets trapped in silos, which prevents information from being shared with members of the healthcare community (Healthinformatics, 2016). With increasing healthcare costs, a system needed to be created that would lead to the development and nationwide implementation of an interoperable health information technology system to improve the quality and efficiency of healthcare. Introducing the National Health Information Network (NHIN), this organization can be defined as a set of

In some areas of population health, technology in enhanced patient information is utilized to perform risk stratification to identify the high risk patients. These patient’s often have uncontrolled BP, diabetes with an HgbA1c over 9, COPD, etc. Once identified as high risk or potential high risk, these patients receive additional care or patient outreach to help manage their condition. Some organizations employee RN Health Coaches and Care Coordination teams to help these patients and identify gaps in care. The primary care physician assumes care of the patient along with striving for the patient to become active in their overall health thereby keeping them out of the hospital (Sanford, 2013). One enhanced area of population management is the PCMH model. PCMH practices increase patient’s engagement in shared decision making while providing compensation for care coordination, care management and medical consultation outside of traditional face-to-face visits (Berryman, Palmer, Kohl &Parham, 2013). A patient centered approach pushes for changes not only in the delivery of medicine but in traditional encounters. In addition, PCMH encourages increased access to the patient’s primary care physicians and improved patient satisfaction scores. PCMH and population health encourages providers to increase after hours care to decrease emergency department visits and/or hospitalizations. Thereby reducing cost and improving the patient’s

Integrated data solutions to streamline data sharing is needed. Also, support in Population health management initiatives can make ACO a reality (Perficient Inc. 2015).

Data collected provides the health care organization, providers, administrators and the patients with valuable information. Tools assist the organization by measuring the performance data that provide the information to improve the patient experience and improve their care. These tools engage the organization in self-evaluation on an ongoing basis. These tools also provide and effective method of containing costs and provides the means to meet the regulatory requirements to improve quality care. Tools allow organizations to provide a

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 has only been within the last five years that health information management (HIM) has experienced exponential changes, due to the healthcare reform. The electronic health record (EHR) is connected to health information exchanges and other systems of interoperability. The timely completion of charts, coding and release of information (ROI) has become much more efficient with the electronic record. Traditional HIM functions will just be transformed and will always be an integral part of successful patient care. Professionals must be flexible and willing to adapt and even generate change. As Health Information Technology continues to evolve, so will the roles

The goal of the organization is to develop a single patient engagement platform across all care settings. This platform should contain predictive healthcare management tools that will empower patients to better manage their health and coordinate with all of their providers.

Meaningful use improves care coordination, quality, efficiency, and safety for patients and physicians. It allows the physicians to provide the best possible quality care that may prevent diseases through safety of patients, patient centeredness, timeliness, equity and accessibility. The clinicians can see who is most effected by the disease, what age group, and what gender, and what age group through health care analytics. As a result, the physician can be educated on what precautions to take in the future, in order to improve his expertise and knowledge. As well as learn which medications treat the condition on the effected group of

Adding electronic health record (EHR) systems, dashboards and electronic data warehouses to a healthcare practice enables administrators and managing physicians to modernize their service delivery model and work toward high-quality continuity of care. While EHRs provide a cost-effective mechanism for documenting patient encounters and improving patient experiences, some organization leaders don't understand how to leverage analytics to strengthen their practice.

In health care, patients’ lives are in the hands of the health care practitioners, health care organizations, insurance companies, and to some degree, even health care technology. The growth and future implications of evidence-based medicine (EBM) through improvement of technology in health care are important today, because health care practitioners and organizations want to ultimately decrease cost, improve quality of care, and increase access to health care (Glandon, Smaltz, & Slovensky, 2014, p. 28). One way to achieve these goals is through the implementation and improvement of EBM and interoperability which will enhance the efficiency of work production resulting in these positive outcomes. According to Glandon, Smaltz, and Slovensky (2014), EBM is an “information management and learning strategy that seeks to integrate clinical expertise with the best evidence available to make effective clinical decisions that will ultimately improve patient care,” (p. 6). “Interoperability is the ability of different information and communications technology systems and software applications to communicate, to exchange data accurately, effectively, and consistently, and to use information that has been exchanged,” (Iroju, Soriyan, Gambo, & Olaleke, 2013, para. 1). Without interoperability and EBM, fundamental data and information such as patient records cannot be easily shared across and within enterprises having a direct impact on the quality of care. It