NURS 6051 Discussion The Application of Data to Problem-Solving Sample

NURS 6051 Discussion The Application of Data to Problem Solving Sample

Sample Answer for NURS 6051 Discussion The Application of Data to Problem-Solving Sample Included After Question

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.

RESOURCES

Be sure to review the Learning Resources before completing this activity.
Click the weekly resources link to access the resources.

WEEKLY RESOURCES

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?

NURS 6051 Discussion The Application of Data to Problem Solving Sample
NURS 6051 Discussion The Application of Data to Problem Solving Sample

BY DAY 6 OF WEEK 1

Respond to at least two of your colleagues* on two different days, asking questions to help clarify the scenario and application of data, or offering additional/alternative ideas for the application of nursing informatics principles.

*Note: Throughout this program, your fellow students are referred to as colleagues.

A Sample Answer For the Assignment: NURS 6051 Discussion The Application of Data to Problem-Solving Sample

Title: NURS 6051 Discussion The Application of Data to Problem-Solving Sample

Telephone triage 

 The phone rings on a busy Saturday afternoon and the pleasant voice of a registered nurse answers professionally, greeting the caller seeking advice and care. This could be a day for a typical for an ambulatory telephone triage nurse. The concept of telephone triage and consultation can be one of a registered nurse using evidence-based algorithms from electronic databases. The nurses, like most nurses, working in a progressive health care industry are using technology to counsel patients. According to McGonigue & Mastrian, (2022), “For information to be valuable, it must be accessible, accurate, timely, complete, cost-effective, flexible, reliable, relevant, simple, verifiable, and secure.” p.9. 

This information could be valuable to many leaders in the healthcare team. Accessibility would be easiest in form of electronic records and telephone recordings. McGonigue & Mastrian (2022), argue, “Computer science offers extremely valuable tools that when used skillfully, can facilitate the acquisition and manipulation of data and information by nurses, who then can synthesize the data into an evolving knowledge and wisdom base ”p. 35). Accurate and timely information could be an interest in nursing quality and control. One argument on how telephone triage could be cost-effective is that paying nurses to man the phone lines is cheaper than using inappropriate resources such as the emergency room to care that can be directed elsewhere. Flexibility, reliability, simple, verifiable and secure would require a more in-depth look into the nature of telephone triage and program development within a system, but the concept of triage nursing seems to be malleable to the interest of how the data would be used. 

An additional source of centralized evidence-based algorithm software program could also be used and from my research is being used in assisting the nurses to effectively triage the caller and ensure best practice standards. Documentation done by triage nurses would have data from the callers that are subjective and objective, the nursing assessment, and recommendations based on the call. 

From this data collection, multiple departments within healthcare could use this or would have an interest in this data collection. Intradisciplinary teams have an opportunity to look at how to retrieve data from electronic retrieval of health records or from recorded lines if those are being used.  An ambulatory nurse manager might be interested in using the data as a system educator of staff development and improvement strategy to support the training needs within their triage staff. A quality nurse might want to use this data to help in creating of protocol development and safety improvements for effective triage and outcomes. Ambulatory providers could use data to see the patient population’s interests and barriers to care and from there use it to modify their practices.  Health information technology departments within health care organizations could be supportive of this nursing department in implementing programs in making documentation more time efficient and detailed. Nursing leadership could use this as a cost-effective strategy. 

                All departments could build off one another and become temporary team members to gain knowledge and benefit in patient care and satisfaction. Emerging roles could be created as, “Teams are working across boundaries of organizations and will be organized around a particular patient.” (Nagale et al, 2017, p. 215).   Within most healthcare systems the mission and visions of these organizations are built on patient outcomes and patient centered care. An informatics nurse specialist could support patients, nurses, providers, and leaders with the interpretation of data analytics and therefore participate in applying new knowledge from data to wisdom. (Nauright et al., 1999) 

This hypothetical scenario of a nurse working at a telephone triage call center would benefit immensely from data access, problem-solving and the process of knowledge formation. In a real-time, scenario, I could see how this could impact patient care and outcomes on a global level and be a perfect role for a nurse informatics specialist to pilot.

References 

Nauright,L.P.,Moneyham,L.& Williamson,J.1999. Telephone triage and consultation: An emerging role 

for nurses,Nursing Outlook, 47(5) , 219-226.https://doi.org/10.1016/S0029-6554(99)90054-4. 

Nagle, L., Sermeus, W., & Junger, A. (2017).  Evolving Role of the Nursing Informatics Specialist Links to an external site. Links to an external site.. In J. Murphy, W. Goosen, &  P. Weber  (Eds.), Forecasting Competencies for Nurses in the Future of Connected Health (212-221). 

McGonigle, D., & Mastrian, K. G. (2022). Nursing informatics and the foundation of knowledge (5th ed.). Jones & Bartlett Learning. 

A Sample Answer 2 For the Assignment: NURS 6051 Discussion The Application of Data to Problem-Solving Sample

Title: NURS 6051 Discussion The Application of Data to Problem-Solving Sample

In nursing, there are many times we rely on data.  The American Nurses Informatics Association’s mission statement is “to advance nursing informatics through education, research, and practice in all roles and settings.”  Without crucial data such as vital signs, lab work, radiographic readings, and other useful technology, how can healthcare professionals perform their jobs effectively and treat patients?  How does staff communicate pertinent data?  Electronic medical records such as Meditech and Epic keep staff up to date on patients and their status.  Poor patient outcomes would be the result of incomplete and incompetent data.

There is a scenario that comes to mind when a patient’s life depended on how I interpreted the data after his surgical procedure (kidney stone removal).  After the patient arrived from recovery, he started shivering uncontrollably.  Yes, that can be a common side effect of anesthesia, but that is usually immediately post-operatively.  Noticing the intense shivering, I took his temperature, and it read 106 degrees Fahrenheit.  I then rechecked it due to the insanely high number.  Heart rate was in the 110s to 115s, and blood pressure was dangerously low in the 60s over 30s.  With my knowledge and nursing background, I immediately thought of urosepsis.  I notified the rapid response team, and ancillary departments arrived at our unit to assess and gather the appropriate diagnostics tests.  We increased his fluids and started antibiotics. NURS 6051 Discussion The Application of Data to Problem-Solving Sample

Without noticing his shivering and taking his temperature, urosepsis would have taken over his body, and this patient could have quickly perished.  His lactate level was an eight, which indicates organ failure.  This patient did end up in the ICU but soon recovered due to my quick actions and responding to his vital signs.  In nursing, we rely on various machines and devices to provide feedback on a patient’s condition.  This feedback then interprets the appropriate care needed and plan of action for this patient.

Before this class, I did not know Nursing Informatics was an actual concept that pertained to me. However, now that I have learned the concepts of informatics in nursing practice, I realize that I integrate informatics every day.  Nagle, Sermeus, and Junger (2017) stated that a wide array of emerging technologies and increases in data analytics make the integration of informatics imperative into every area of nursing.  While working in the field of nursing, new technology is always emerging. Therefore, it is critical to keep up on the latest research and grow our knowledge.  This scenario is where we, as nurses, integrate informatics into our practice. NURS 6051 Discussion The Application of Data to Problem-Solving Sample

According to our readings, McGonigle and Mastrian (2017) described knowledge as an awareness and understanding of a set of information and ways that information is useful to support a specific task or arrive at a decision.  My patient above, I went by what his vitals were telling me, and I quickly made an action plan gained from knowledge with past experiences.

References

American Nurses Informatics Association. (2020). https://www.ania.org/about-us

McGonigle, D., & Mastrian, K. G. (2017). Nursing informatics and the foundation of knowledge (4th ed.). Burlington, MA: Jones & Bartlett Learning.

Nagle, L., Sermeous, W., & Junger, A. (2017). Evolving Role of the Nursing Informatics Specialist. Evolving Role of the Nursing Informatics Specialist, 212–221.

A Sample Answer 3 For the Assignment: NURS 6051 Discussion The Application of Data to Problem-Solving Sample

Title: NURS 6051 Discussion The Application of Data to Problem-Solving Sample

At first, I thought nursing informatics pertained to data collection and management such as surveys and research studies. However, McGonigle and Mastrian (2017) explains knowledge as an awareness and understanding of a set of information and how it is utilized to support or make a decision. Once I read this, I realized it is something I do every day at work.

As an ICU nurse, our patients are connected to monitors constantly. Our patient’s data is continuously recorded and displayed on monitors and flows into their electronic chart records. So not only can the nurse look at the monitor and assess if the patient’s vitals are within normal limits or not and what that might mean but the data recorded flows over into their electronic charts. From there, some of the data is inputted into an algorithm. Some of the algorithms create warnings such as a sepsis warning. NURS 6051 Discussion The Application of Data to Problem-Solving Sample

For example, I received a patient from the ER who was in critical condition. I was in the room admitting that patient while my other patient’s monitor alarmed noting irregular heart rhythm. I ran to my alarming patient’s room to find my patient diaphoretic, short of breath and anxious. Since my patient was already connected to the heart monitor, I was able to see the irregular heart rhythm was ventricular tachycardia. I was able to call for help, start the appropriate care and the patient was later stabilized.

That patient had been stable my whole shift and his family members had left for the evening. The monitor and the alarms became my eyes and ears while I was admitting my new patient. If he had not been monitored, he could have died. And if I, as the nurse, did not pay attention to the alarm or accurately assess my patient and the monitor, he could have died.

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While all of that was happening, my fellow nurses help admit my new patient. Once I was able to get back to my new patient and look

NURS 6051 Discussion The Application of Data to Problem-Solving Sample
NURS 6051 Discussion The Application of Data to Problem-Solving Sample

at her chart, I had a sepsis warning. Laureate Education (2018) states, “computer principles and information science are combined to turn data into knowledge”.  Due to the data the nurses and the monitors collected and the algorithms analyzed, the system was warning me my new patient potently could have sepsis. This was a great reminder. Even though I was interrupted by a crisis, my new patient would still get the appropriate care she deserved.

It is the goal of The American Nursing Informatics Association (2020) to utilize “informatics to improve the health of populations, communities, families and individuals by optimizing information management and communication”. In the scenario described above, the health of two patients were greatly improved by informatics along with the clinical reasoning and judgment of the medical staff.

Resources

American Nurses Informatics Association. (2020). Retrieved from  https://www.ania.org/about-us

Laureate Education (Producer). (2018). What is Informatics? [Video file]. Baltimore, MD: Author.

McGonigle, D., & Mastrian, K. G. (2017). Nursing informatics and the foundation of knowledge (4th ed.). Burlington, MA: Jones & Bartlett Learning.

A Sample Answer 4 For the Assignment: NURS 6051 Discussion The Application of Data to Problem-Solving Sample

Title: NURS 6051 Discussion The Application of Data to Problem-Solving Sample

Great post!  Your scenario was similar to mine in the fact that we both discussed septic patients.  Just like you, I did not know much about nursing informatics; honestly, I did not even know it existed.  I thought some nurses worked in I.T. and took extra courses to become an expert in this field.  I was wrong.  Nurse informaticists integrate data, facilitate information and knowledge to better support patients, doctors, and other healthcare providers (“Nurse Journal,” 2020).

My husband works in our ICU, and their system is similar to yours.  The data from the patient’s monitors transfer into their EMR; however, it does not help him when there is a potential septic situation.  Having that system would be very helpful.  Bedside nursing is very challenging, but I believe that informatics has helped us come a very long way.   In my situation, I had my patient connected to the monitor post-operatively, and his vital taken every 15 minutes.  How I noticed he was becoming septic was that he became extremely febrile, blood pressure dropped, and became tachycardic.  If it were not for this technology, this patient would have had a very different outcome.  NURS 6051 Discussion The Application of Data to Problem-Solving Sample

Informatics plays an essential role in the care we give our patients.  Yes, my patients receive excellent care with or without technology. Still, because of informatics, we make clinical decisions based on our nursing knowledge.  Patients are more critical than they ever were, and people are living much longer, and I believe technology has a considerable part.   McGonigle and Mastrian (2017) state being a knowledge worker deals and processes information and makes it meaningful to our practice.  With our septic patients, that is what we did.  We used our knowledge to deliver proper care to the patient.  50-80 years ago, do you feel as though patients did not have better outcomes because informatics and technology have come a long way?  I know medicine plays a pivotal role in the lifespan of patients’ lives, but what about technology?

References

McGonigle, D., & Mastrian, K. G. (2017). Nursing informatics and the foundation of knowledge (4th ed.). Burlington, MA: Jones & Bartlett Learning.

Nursing Informatics Career & Salary. (2020). Retrieved from https://nursejournal.org/nursing-informatics/nursing-informatics-career-outlook/

A Sample Answer 5 For the Assignment: NURS 6051 Discussion The Application of Data to Problem-Solving Sample

Title: NURS 6051 Discussion The Application of Data to Problem-Solving Sample

These are great points. I would have to agree that I also have a love / hate relationship with electronic additions to the health care world especially due to the lack of nurses’ input. I remember when my hospital implemented another policy to continue the decrease in medication errors. As an ICU nurse, I give the majority of medications via IV. Due to our new policy; now I must scan the patient’s wrist band (after asking name and date of birth), scan the medication, verify which IV access will be used, and then scan the medication pump that will be used. After that, the computer will ask that all the information is correct: patient, medication, route, IV access, pump, rate, dosage along with any extra information that is needed such as vital signs. Once I confirm all of that information, I send the data from the computer to the IV pump. While I walk across the room to double check the IV pump, I pray the computer and IV pump actually communicated correctly the first time. If the data is all correct on the IV pump, then I can hit accept. The IV pump will start administering the medication at that time. But as I walk back across the room, I pray that the IV pump and the computer communicated correctly again. If so, the computer will then document that the medication has been administered and the medication is “linked”.

This is an amazing tool when everything is working correctly. However, I am sure you can begin to imagine how this process can begin to fall apart. Sometimes the scanners are not working. Sometimes the barcodes on the medications, the patient’s wrist band, or the IV pump are not working. Did I mention the scanners are NOT wireless? Sometimes there are family members or co-workers in the way. Sometimes the MD is doing a sterile procedure at bedside. Sometimes the patient is coding and IV drips get stopped and new ones are started and they have not been “linked”. Sometimes, the IV tubing is switched to another port or IV access entirely without being “linked”.

As I stated prior, this technology is great when everything works correctly. However, if it does not, it can make my job more difficult and time consuming.

When everyone (including nurses) sits at the table and is able to give their input, that is when amazing things happen.

I have spent the last 10 years working in emergency rooms as a staff nurse. One of the biggest challenges that my department faces regularly is delays with getting admitted patients out of the ED and onto their assigned units. These delays negatively impact the patients waiting for emergency treatment in the lobby and hallway stretchers. There are a number of factors that can prolong ED length of stay. Some of these include lack of bed availability due to hospital overcrowding, treatment delays such as loss of IV access, and delays caused by hospital personnel during the handoff report process (Paling et. al, 2020). Some of these factors, such as hospital overcrowding, are unavoidable and difficult to work around, which is why it is important for hospitals to assess which factors they can control to expedite patient flow out of the emergency room.

For my hospital’s scenario, the emergency department would collect data about admission delays that are specifically caused by disruptions in the nursing telephone report process. In my current workplace, there is not a standardized electronic handoff form, despite the fact that several studies have demonstrated the efficiency and increased patient safety outcomes associated with the transition to standardized electronic nursing report (Wolak et al., 2020). Instead, the ED nurse calls the receiving unit on the telephone, gives a verbal patient care handoff, and then transfers the patient to their hospital room. By collecting data about where in the handoff process delays are occurring, the ED could try to streamline the handoff process with the medical floors.

The emergency department nurses would collect quantitative data about the length of time between the first attempt to call report to the medical floor, and the time of the patient’s actual departure from the ED. The data would be recorded in the section of the EMR called “time to disposition” for each patient that is admitted. The ED leadership team could then pull a certain number of charts per month (or all the admission charts, if time allowed) and assess how long it takes on average for patient transfer to happen after report. Generally, most hospitals set their goals for disposition time for handoff and transfer within a 30-minute window (Potts et. al., 2018). If there are frequent delays causing transfer time to take greater than 30 minutes, the ED leadership team or unit-based council could meet with leadership from the floors where patient transfer takes the longest. By demonstrating the hard numbers associated with patient care delays, the teams could better understand the factors that lead to admission delays and work together to find solutions that expedite the admissions process.

References:

Paling, S., Lambert, J., Clouting, J., González-Esquerré, J., & Auterson, T. (2020). Waiting times in emergency departments: Exploring the factors associated with longer patient waits for emergency care in England using routinely collected daily data. Emergency Medicine Journalhttps://doi.org/10.1136/emermed-2019-208849

Potts, L., Ryan, C., Diegel-Vacek, L., & Murchek, A. (2018). Improving patient flow from the emergency department utilizing a standardized electronic nursing handoff process. JONA: The Journal of Nursing Administration48(9), 432–436. https://doi.org/10.1097/nna.0000000000000645

Wolak, E., Jones, C., Leeman, J., & Madigan, C. (2020). Improving throughput for patients admitted from the Emergency Department. Journal of Nursing Care Quality35(4), 380–385. https://doi.org/10.1097/ncq.0000000000000462

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A Sample Answer 6 For the Assignment: NURS 6051 Discussion The Application of Data to Problem-Solving Sample

Title: NURS 6051 Discussion The Application of Data to Problem-Solving Sample

Health informatics provides important data that can prevent errors. While allowing nurses to assist with coordination of care and improving patient outcomes. Nurses are often on the front lines of ensuring that their patients are kept safe and preventing medication errors, misdiagnoses, falls, and other problems. Health informatics provides important data that can prevent these errors; for example, an electronic record can provide information about a possible dangerous medication interaction or allergy that might not otherwise be immediately apparent. Armed with data, nurses can make quick decisions that keep their patients safe.” (Harness , 2021)

Scenario

I work in the rural area, and we are the only hospital in the county that offers Labor and Delivery services. I had an active high risk labor patient show up in active labor. She was seen by our providers in clinic and was told to establish care with a Level three facility due to a fetal cardiac anomaly noted on ultrasound. She was a poor historian and had a history of methamphetamine use. Our hospital uses Cerner for charting and the providers use Athena for outpatient clinical care. At one time we did not have access to the patients’ medical records. We voiced our concerns of not having access to their computer system and having the need to duplicate procedures without having access to the patient’s history and physical. Access to Athena allowed us to transport this patient to the correct facility in a timely manner. This allowed the patient to have continuity care with the perinatologist that managed her care during her pregnancy.

Leadership

“The healthcare environment is fast-paced, and nurses must be prepared to inspire, innovate, and lead healthcare transformation as the healthcare sector continues to evolve in the application use and support of delivery of care”. (Garcia-Dia, 2021)

In this modern era, almost all professions, including the nursing profession, depend on data for their Day-to-day operations and to perform efficiently. Collecting data not only assists in solving problems but is vital to the practitioner’s and the discipline’s body of knowledge. Data is part of the first step in the nursing process. Problems but adds to the practitioner’s and the discipline’s body of knowledge. The field of nursing informatics aims to ensure nurses have access to the appropriate data to solve healthcare problems, make decisions in the interest of patients, and add to knowledge (Walden University, 2018). According to McGonigle and Mastrian (2021), “Nurses must possess the technical skills to manage equipment and perform procedures, the interpersonal skills to interact appropriately with people, and the cognitive skills to observe, recognize, and collect data; analyze and interpret data, and reach a reasonable conclusion that forms the basis of a decision”.

Scenario

The scenario that would rely on informatics within the healthcare system involves patient care management. The scenario involves a patient on the postpartum patient unit who delivered vaginally  10 hours ago on admission, suddenly complained of sharp chest pain and rates the pain as 10 out of 10 on a scale of 1-10, with 10 being the highest pain. The patient also complained of shortness of breath (SOB) and heart palpitation. The rapid Response Team (RT) called. While waiting for the RT to arrive, the patient is connected to a continuous pulse oximeter machine to check his oxygen level. The MD was also made aware by the charge nurse. The pulse oximeter machine showed oxygen of 83% on room air and a heart rate of 140 bpm.

The nurse immediately administered oxygen at 3 L/min via nasal cannula and elevated the head of the bed. The nurse also used the EKG machine to confirm the patient’s heart rhythm. The RT arrived and connected the patient to a defibrillator machine to check for heart rhythm, which will guide the treatment plan. The machine shows sinus tachycardia with a heart rate of 120, Blood Pressure of 175/92, and Respiration of 30. A physical exam shows the patient is distressed due to SOB, rapid heartbeat, and hyperventilation. The patient states she is very anxious. The nurse administered morphine 4mg IV, and STAT labs were drawn to check cardiac markers to rule out heart disease. The patient felt relieved after 15mins of morphine administration, and vitals became stable. The patient was connected to a continuous heart monitor. The data used in the scenario include objective data from the nurse, subjective data from

The patient has data from a continuous pulse ox, EKG, defibrillator machine, and continuous heart monitor. Objective data enabled the nurse to know that the patient may need oxygen due to distress from an SOB. Subjective data informs the nurse that the patient’s symptoms might be due to anxiety. Data from the pulse ox machine confirms that the patient has anxiety and SOB and needs oxygen. The EKG and defibrillator machine confirm the patient’s sinus tachycardia. The heart monitor provides continuous heart rhythm that directs the nurse on the appropriate intervention based on changes in rhythm. The cardiac markers lab results will inform the nurse if the patient chest pain is related to a heart problem or not. All patient information is documented in the patient’s electronic health record (EH) for continuity of care by other providers. A nurse leader in the above scenario will rely on clinical reasoning and judgment by collecting and processing information regarding the patient’s condition before implementing any treatment plan. The managerial level requires the interpretation and modification of information and data for better decision-making processes within the information system(Sweeney, 2017). Virtual health services are becoming a trend globally (Nagle et al., 2017). These efforts will ensure the patient in the above scenario gets the proper diagnoses and treatment and thus obtain the best health outcomes based on evidence-based practice.

References

McGonigle, D., & Mastrian, K. G. (2021). Nursing informatics and the foundation of knowledge (5th ed.).

Nagle, L., Sermeus, W., & Junger, A. (2017). Evolving Role of the Nursing Informatics Specialist. Forecasting Competencies for Nurses in the Future of Connected Health, 212–221. Retrieved November 29, 2022, from https://doi.org/doi:10.3233/978-1-61499-738-2-212Links to an external site.

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