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[ANSWERED] Post a description of the focus of your scenario. Describe the data that could be used and how the data might be collected and accessed

Discussion: The Application of Data to Problem-Solving

In the modern era, there are few professions that do not to some extent rely on data. Stockbrokers rely on market data to advise clients on financial matters. Meteorologists rely on weather data to forecast weather conditions, while realtors rely on data to advise on the purchase and sale of property. In these and other cases, data not only helps solve problems, but adds to the practitioner’s and the discipline’s body of knowledge.

Of course, the nursing profession also relies heavily on data. The field of nursing informatics aims to make sure nurses have access to the appropriate date to solve healthcare problems, make decisions in the interest of patients, and add to knowledge.

In this Discussion, you will consider a scenario that would benefit from access to data and how such access could facilitate both problem-solving and knowledge formation.

To Prepare:

  • Reflect on the concepts of informatics and knowledge work as presented in the Resources.
  • Consider a hypothetical scenario based on your own healthcare practice or organization that would require or benefit from the access/collection and application of data. Your scenario may involve a patient, staff, or management problem or gap.

By Day 3 of Week 1

Post a description of the focus of your scenario. Describe the data that could be used and how the data might be collected and accessed. What knowledge might be derived from that data? How would a nurse leader use clinical reasoning and judgment in the formation of knowledge from this experience?

Expert Answer and Explanation

The Application of Data to Problem-Solving

Description of Scenario

In the hospital, there are many forms of data collection including patients’ demographic information, laboratory tests, prescription drugs, physiologic monitoring data, patient insurance, hospitalization, and hospital administrative functions (Kohl et al., 2017). In my facility, once of the scenarios where data is used in problem-solving is the management of chronic conditions. Patients with chronic diseases come to the hospital often, as they need to have constant checkups and regular medications in order to manage their conditions.

Description of the Data that Could be Used

The data that could be used in my scenario include the number of symptoms that are presented and the time that the symptoms have been seen in the patients. The data can be collected from the patients through the regular laboratory diagnostic procedures, and can be accessed from the records of patients’ medical history.

Knowledge that Might be Derived from the Data

Some of the information that could be derived from the data is new information about the trends in the chronic illnesses. Other information include the resistance of the drugs that are used to manage some of the infections that are associated with the chronic diseases (Zwar et al., 2017).

How a Nurse Leader would Use Clinical Reasoning and Judgment in Knowledge Formation

Nurse leaders can use clinical reasoning and judgment in the formation of knowledge from this experience in many ways. Firstly, they would understand the essence of accuracy in data collection and recording, as making mistakes could lead to numerous negative implications on clinical decisions (Branting, 2017). Also, proper use of clinical data improves on the knowledge of the management of chronic conditions.

 References

Branting, L. K. (2017). Data-centric and logic-based models for automated legal problem solving. Artificial Intelligence and Law, 25(1), 5-27.

Kohl, S., Schoenfelder, J., Fügener, A., & Brunner, J. O. (2019). The use of Data Envelopment Analysis (DEA) in healthcare with a focus on hospitals. Health care management science, 22(2), 245-286.

Zwar, N., Harris, M., Griffiths, R., Roland, M., Dennis, S., Powell Davies, G., & Hasan, I. (2017). A systematic review of chronic disease management.

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