What Is Data Visualization

It is no secret that the medical profession deals with some of population’s most valuable records; their health information. Not so long ago there was only one method of keeping medical records and this was utilizing paper charts. These charts, although still used in many practices today, have slowly been replaced by a more advanced method; electronic medical records or EMR’s. “The manner in which information is currently employed in healthcare is highly inefficient, which slows down communication and can, as a result, reduce the emergence and

Importantly, we will create visual representations of the data/insights to enhance interest and interactivity. These will result in the creation of such artifacts as:

"Ausbel (1963) originally rationalized the use of graphic organizers by speculating that a learner's existing knowledge which he referred to a s cognitive structure, greatly influence his or her learning. When the cognitive structure expands and strengthens by incorporating new information, learning occurs. To facilitate this process, graphic organizers provide learners with a framework for relating their existing knowledge to the new information." (Kim et. Al 2004).

One of the most common technology used for outlining subconsciously using graphs, bar charts, especially the one that shows all the information in the order, or bar charts, histograms, which is among a wider group.

Electronic retrieval of patient demographics, allergies, current medications, complete medical history, diagnostic and radiologic results, etc. occurs by clicking a few buttons. Electronic patient charts provide quick and easy access to physicians, hospitals, independent labs, and pharmacies. EHRs allow simultaneous access by independent providers and allow a collaborative effort for health care management of the patient. “EHRs are the next step in the continued progress of healthcare that can strengthen the relationship between patients and clinicians”. (Electronic Health Records Overview, 2011)

EHRs display vital patient data and clinical information. Data and information include diagnosis, medications, procedures, test results, assessments, problems list, consents, and directives (Barey, McGonigle, & Mastrian, 2018). EHRs allow all healthcare professionals on the treatment team to access data to provide safe and quality care (Rocha & Rocha, 2014). EHRs not only provide pertinent patient data, but also assist in addressing the underuse or misuse of healthcare services. The response to EHRs has raised mixed emotions and positive and negative feedback from healthcare professionals. However, overall, research reveals EHRs can positively impact healthcare (Kutney-Lee & Kelly, 2011). EHRs continue to influence the healthcare system, and make a vital impact on healthcare quality and safety.

There’s no denying that EHR has advanced the quality of healthcare by improving the way information is accessed and exchanged. But despite these advancements, errors, which were simply not tolerated in paper records, are numerous in EHRs. Because of this, electronic documentation tools have been developed in an effort to increase the quality of clinical documentation, enhance communication between healthcare providers, and improve delivery of care.

A KWL chart will be used to focus on the topic, and to build on background knowledge. Information will be added by the student throughout the lesson.

Therefore, several authors share some of the same ideas as to what some of the barriers faced during the transition to Electronic Health Records (EHRs) and if these barriers still exist once the transition to a full EHR system is complete. Herrick, et al., 2010, states that currently, there is no hard-core evidence to support the argument that Electronic Health Record (EHRs) and Health Information Technology is the best route for health organizations to prevent errors. In fact, the use of such technology could potentially lead to errors if information incorrectly entered in the system and Haupt, 2011, statement that smart software could help to prevent life-threatening errors better when administering medicines. Whereas, Boonstra & Broekhuis, 2010, states from a physician point a view need the understanding of the possible barriers that faced during implementation of EHRs because there a tremendous amount of literature on the obstacles but no suggestion on how to resolve these barriers have not been viewed. Barriers such as, financial on great startup and ongoing cost, technical and time to train staff and how much knowledge do they have with computer skills and psychological when support needed from vendors, etc. It suggests that once those barriers have been ironed out and a plan has set in place, then the transition from paper documentation to Electronic Health Records (EHRs) may go a lot easier for the healthcare arena physician, nurses and administrative

The problem David McCandless is addressing in this ted talk is how to deal with information overload. His solution is to create a visualization of the data. Visualization and organizing the material can help us see patterns and connections that will help us concentrate and understand the valuable information. McCandless presented multiple diagrams that provided visualizes for different topics throughout the video.

EHRs has been known to be a problem for some physicians or healthcare providers despite of the advantages. Because of this system physicians are forced to perform some time-consuming tasks that could be assigned to someone with lesser qualification, which creates more work for the physicians. Physicians described poor Electronic Health Record (EHR) usability that did not match clinical workflows, time-consuming data entry, interference with face-to-face patient care, and overwhelming numbers of electronic messages and alerts (Friedberg, Crosson, & Tutty). Another issue that was reported is that there are a lot of electronic alerts and people also could potentially misuse the template-based notes which is pre-formatted and computer generated.

These objectives/goals involve hospitals in a profound way because professional’s experts in different fields are able to collaborate about human-to-computer interactions, developmental tools, clinical informatics, and end-users of EHRs. These experts would be asked to use their experience with the toolkit and resources to generate methods of the utilization of the EHR system as they provide an effective toolkit. Based on these recommendations analyzed, healthcare providers can recognize issues in healthcare information procedure

In many instances it is a good idea to use graphical representations to support the text in reports or business documents. Conduct research and find graphics or illustrations that might be used in documents providing information about the following:

After reading the selection, direct a class discussion in which students share their visualizations, including as much detail as possible. Potential teacher-generated questions include…

When we came up with a decision to fix a problem the stimulation had a visual graph to use that examined different metrics of how our choices affected sales, workers, the cost and the company and whether the decisions would be successful or unsuccessful. This visually allowed us to see the outcomes to our decisions and gives us more experience for the future decisions and way to succeed in our goals.