Healthcare Big Data

1222 Words3 Pages
bulb-icon

Recommended: Review of literature on health informatics

Abstract Background
Health Care industry today are known to be generating large amount of complex data ranging from different entities including patients , hospitals resources, disease records etc. Recently, there has been tremendous increase in the application of informatics to health care which is defined as science of information, the practice of information processing, and the engineering of information systems The growing adoption of information technologies in healthcare and the availability of more patient data and related healthcare variables provide new opportunities for using analytics to impact health outcomes allowing healthcare providers to gaining control and storing great amounts of patient data. Big data is a gathering …show more content…

Congress in August 2014 defines big data as “large volumes of high velocity, complex, and variable data that require sophisticated techniques and technologies to enable in gaining control, storage, distribution, management and analysis of the information” .Coincidentally health care big data has been known to have covered such features as variety, velocity and complexity due to active records being generated day in day out and real-time datas being gathered. Velocity,Complexity and Variability of data grows with data that characterize regular monitoring, such as disease infection per population region, multiple daily diabetic glucose measurements , blood pressure readings, and Electrocardiogram …show more content…

Owing to the changes the current world of data is acquiring, it is one of the optimal approach for approximating the nearby future consequences. As discussed earlier, advanced researches in health care has there is exponential increase in amounts of data being generated each year making getting more useful information from the data critical and less realistic conquest.The main difficulty is how to cultivate the existing information into a useful

Show More
Related

  • B2B

    1067 Words  | 3 Pages

    Big Data not only involves collection of large volumes of data but also involves the aspect of harnessing relevant data and analyzing it to enable

    Read More

  • Health Informatics: Improving Health Care In Canada

    1191 Words  | 3 Pages

    Introduction “Health informatics is the science that underlies the academic investigation and practical application of computing and communications technology to healthcare, health education and biomedical research” (UofV, 2012). This broad area of inquiry incorporates the design and optimization of information systems that support clinical practice, public health and research; understanding and optimizing the way in which biomedical data and information systems are used for decision-making; and using communications and computing technology to better educate healthcare providers, researchers and consumers. Although there are many benefits of bringing in electronic health systems there are glaring issues that associate with these systems. The

    Read More

  • Characteristics Of Oracle Big Data

    982 Words  | 2 Pages

    Big Data is characterized by four key components, volume, velocity, variety, and value. Furthermore, Big Data can come from an array sources such as Facebook, Twitter, call

    Read More

  • Electronic Medical Files: A Threat to Privacy?

    1872 Words  | 4 Pages

    Computers have totally proliferated the world of medicine.  They are used to monitor vital signs, to operate artificial hearts and to compile and store medical histories.  Though not directly related to our well being, the last use is of utmost importance. Today, the use of medical databases and computer...

    Read More

  • Impact of Health Care Information Systems on Health Care Quality

    1692 Words  | 4 Pages

    Health care information system (HCIS) is an arrangement of information (data), processes, people, and information technology that interact to collect, process, store, and provide as output the information needed to support the health care organization (Wager, Lee, Glaser, 2013, p. 105). Having ready access to timely, complete, accurate, legible, and relevant information is critical to health care organizations, providers, and the patients they serve (Wagerm Lee, & Glaser, 2013). In the health care industry, the quality of care is one of the most important objectives for most health care organizations. The growing developments in health information technology have a great impact on the delivery of health care and have changed the systems used to record and share information. It has the potential to improve the quality of care if it is appropriately used. Health care organizations routinely apply computers and other technologies to record and transfer health information such as diagnoses, prescriptions, and insurance information.

    Read More

  • Healthcare Information Technology: Effects On Cost Access And Quality

    1986 Words  | 4 Pages

    Health informatics is best described as the point where information science, medicine, and healthcare all meet. It encompasses the resources, devices, and methods required to optimize the acquisition, storage, retrieval, and the use of information in health and biomedicine. Health informatics incorporates tools such as: computers (hardware and softwar...

    Read More

  • Director Of Medical Records Coder

    1590 Words  | 4 Pages

    Learning Experience Journal Entry – Director of Health Information Management and the Supervisor of Medical Records Coder

    Read More

  • Health Information Management

    910 Words  | 2 Pages

    Health information management involves the practice of maintaining and taking care of health records in hospitals, health insurance companies and other health institutions, by the use of electronic means (McWay 176). Storage of medical information is carried out by health information management and HIT professionals using information systems that suit the needs of these institutions. This paper answers four major questions concerning health information systems.

    Read More

  • Essay On Hospital Readmission

    489 Words  | 1 Pages

    This allows for the doctors, nurses and other caregivers to train the patients about managing their health and reporting the status back on a regular basis. Identifying patients at risk exploiting clinical and behaviour data can guide efficient resource allocation and utilization and reduce lots of costs. For example, chronic diseases account for about 86 percent of healthcare expenditures in the US. Severe chronic conditions such as heart disease, arthritis, asthma and diabetes alone cost 33 percent of total spending. Obviously, we can’t stop the population from aging, but we can make the healthcare system more efficient through big

    Read More

  • Essay On Healthcare Reimbursement

    553 Words  | 2 Pages

    With healthcare providers uses health IT to chart and charge, it makes it easy and efficient to extract data to use for quality measurements (Buntin, Jain, & Blumenthal, 2017). Those data collected can be aggregated to identify what challenges healthcare organizations to face in terms of quality of their services, as well as analyzing pertinent information. Moreover, with information easily exchange through the system, redundant tests are prevented which help decrease unnecessary patient charges. Decreasing repetitive tests and other procedures that are unnecessary do not only alleviate the costs incurred, but also leads to greater patient satisfaction. Additionally, according to Buntin, Jain, & Blumenthal (2017), with streamline health information exchange insurers are able to manage any risk in the market and enrollees with a pre-existing condition.

    Read More

  • Big Data and Data Analytics

    1758 Words  | 4 Pages

    In today’s society, technology has become more advanced than the human’s mind. Companies want to make sure that their information systems stay up-to-date with the rapidly growing technology. It is very important to senior-level executives and board of directions of companies that their systems can produce the right and best information for their company to result in a greater outcome and new organizational capabilities. Big data and data analytics are one of those important factors that contribute to a successful company and their updated software and information systems.

    Read More

  • Big Data

    2171 Words  | 5 Pages

    Big Data is a term used to refer to extremely large and complex data sets that have grown beyond the ability to manage and analyse them with traditional data processing tools. However, Big Data contains a lot of valuable information which if extracted successfully, it will help a lot for business, scientific research, to predict the upcoming epidemic and even determining traffic conditions in real time. Therefore, these data must be collected, organized, storage, search, sharing in a different way than usual. In this article, invite you and learn about Big Data, methods people use to exploit it and how it helps our life.

    Read More

  • Health Informatics Impact

    958 Words  | 2 Pages

    Impact of Health Informatics on the Inpatient Patient Record System Health informatics has impacted the healthcare industry tremendously. Automatization of healthcare records is now imperative in the healthcare system to provide effective patient care. Before EHR was implemented, the care of the patient took more time, and many errors that could be avoided were identified. Since the implementation of electronic health record, the healthcare industry has seen the benefits of a more structure way of maintaining patient information, and as a consequence delivering a better patient care. I believe that the entire departments in the healthcare system have been positively impacted by health informatics.

    Read More

  • The Importance Of Physical Resources In Nursing

    2036 Words  | 5 Pages

    Yignesh Ramachandran states in an article that health informatics “manages all aspects of the effective and efficient planning, collection, organization, implementation, analysis and use of data to create information within the healthcare system.” It gives easier access of client information to the interprofessional team. This system can improve the quality of health care, lowers paperwork and increase productivity. It also decreases the interpersonal time with clients.

    Read More

  • Big Data

    1116 Words  | 3 Pages

    Big data will then be defined as large collections of complex data which can either be structured or unstructured. Big data is difficult to notate and process due to its size and raw nature. The nature of this data makes it important for analyses of information or business functions and it creates value. According to Manyika, Chui et al. (2011: 1), “Big data is not defined by its capacity in terms of terabytes but it’s assumed that as technology progresses, the size of datasets that are considered as big data will increase”.

    Read More

More about Healthcare Big Data

Open Document