NUR 630 Quality Data Sources

Grand Canyon University NUR 630 Quality Data Sources-Step-By-Step Guide

This guide will demonstrate how to complete the Grand Canyon University NUR 630 Quality Data Sources assignment based on general principles of academic writing. Here, we will show you the A, B, Cs of completing an academic paper, irrespective of the instructions. After guiding you through what to do, the guide will leave one or two sample essays at the end to highlight the various sections discussed below.

How to Research and Prepare for NUR 630 Quality Data Sources

Whether one passes or fails an academic assignment such as the Grand Canyon University NUR 630 Quality Data Sources depends on the preparation done beforehand. The first thing to do once you receive an assignment is to quickly skim through the requirements. Once that is done, start going through the instructions one by one to clearly understand what the instructor wants. The most important thing here is to understand the required format—whether it is APA, MLA, Chicago, etc.

After understanding the requirements of the paper, the next phase is to gather relevant materials. The first place to start the research process is the weekly resources. Go through the resources provided in the instructions to determine which ones fit the assignment. After reviewing the provided resources, use the university library to search for additional resources. After gathering sufficient and necessary resources, you are now ready to start drafting your paper.

How to Write the Introduction for NUR 630 Quality Data Sources

The introduction for the Grand Canyon University NUR 630 Quality Data Sources is where you tell the instructor what your paper will encompass. In three to four statements, highlight the important points that will form the basis of your paper. Here, you can include statistics to show the importance of the topic you will be discussing. At the end of the introduction, write a clear purpose statement outlining what exactly will be contained in the paper. This statement will start with “The purpose of this paper…” and then proceed to outline the various sections of the instructions.

How to Write the Body for NUR 630 Quality Data Sources

After the introduction, move into the main part of the NUR 630 Quality Data Sources assignment, which is the body. Given that the paper you will be writing is not experimental, the way you organize the headings and subheadings of your paper is critically important. In some cases, you might have to use more subheadings to properly organize the assignment. The organization will depend on the rubric provided. Carefully examine the rubric, as it will contain all the detailed requirements of the assignment. Sometimes, the rubric will have information that the normal instructions lack.

Another important factor to consider at this point is how to do citations. In-text citations are fundamental as they support the arguments and points you make in the paper. At this point, the resources gathered at the beginning will come in handy. Integrating the ideas of the authors with your own will ensure that you produce a comprehensive paper. Also, follow the given citation format. In most cases, APA 7 is the preferred format for nursing assignments.

How to Write the Conclusion for NUR 630 Quality Data Sources

After completing the main sections, write the conclusion of your paper. The conclusion is a summary of the main points you made in your paper. However, you need to rewrite the points and not simply copy and paste them. By restating the points from each subheading, you will provide a nuanced overview of the assignment to the reader.

How to Format the References List for NUR 630 Quality Data Sources

The very last part of your paper involves listing the sources used in your paper. These sources should be listed in alphabetical order and double-spaced. Additionally, use a hanging indent for each source that appears in this list. Lastly, only the sources cited within the body of the paper should appear here.

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Quality Data Sources

Healthcare organizations rely mainly on data to make informed decisions about their care services. Data from various sources provide them with insights into the actual and potential health needs of their target populations. Nurses and other healthcare providers should be able to determine the appropriate data sources that influence their practice. Therefore, the purpose of this paper is to explore the different data sources that inform nursing practice and healthcare as a whole.

Quality Data Sources Organizer

Data Source	Primary Content	Population Targeted	Demographic Data	Schedule	Is This a Source of Primary or Secondary Data?	How / When / Where the Information Might Be Used
Healthcare Cost and Utilization	The content of this data source comprises more than one hundred nonclinical and clinical data variables. The variables include gender, age, ethnicity, discharge information, and diagnostic data.	The targeted population by this data source comprises individuals that apply for non-rehabilitation and public hospitals in the USA according to the guidelines that AHA advocates.	The demographic data in this data source include age, gender, location, and the average household earnings according to the code address obtained from thepatient’s file during their hospital visit and admission.	Annual	The data source is the secondary data source. The information that is obtained and reported is acquired from other sources.	The information can be used by hospitals to determine the quality, safety, and efficiency of the care process. Hospitals can also use it to determine the suitability of patients discharged and maintenance of safety and quality outcomes in the care process. The management can use the data to make quality improvement initiatives in the patient care process.
National Consumer Assessment of Healthcare Providers and Systems (CAHPS) Benchmarking Database	The data source comprisesdatasets of perspectives from voluntary persons such as patients about the rating of health programs and professionals. The survey provides insights into patient experiences with the care process in areas that include timeliness and appropriateness of care, provider interaction and knowledge, and their support of the care process (AHRQ, 2021).	The target population comprises members of the healthcare schedule. They include adults, minors, infants, Medicaid, and care that Medicare coordinates.	Age, gender, location, literacy, and ethnicity	Annual	This data source is secondary. It obtains data from autonomous studies from random participants and presents it for healthcare organizations to understand the quality, safety, and effectiveness of their care.	The data source provides insights into the safety, quality, and efficiency of the provided care. It also provides insights into the relevance of care services to address the care needs of their target patient populations. Therefore, health organizations use the data to develop targeted services that are appropriate to their population’sneeds (Dc et al., 2021).
National Health Interview Survey (NHIS)	This data source provides information about the health of the US population. It provides information about areas that include household income, sample family, and child health status.	The data source targets the institutionalized populations in the USA	The demographic data includes race, ethnicity, marital status, income, and industry.	Annually	This data source is secondary data. It is an analysis of primary data obtained from different sources.	The data provide insights into the overall health status of American citizens. The data guides the implementation of programs and policies that address the prioritized needs of the population.
National Ambulatory Medical Care Survey (NAMCS)	This information source provides data obtained from medical records. It includes the type of services and provider accessed, reasons for the medical visit, prescription, diagnosis, laboratory and diagnostic investigations, and patient data. Patient data includes gender, age, ethnicity, age, and reimbursement source (CDC, 2022).	The data source targets physician offices that provide ambulatory care services in states, types of patients, diagnoses, and treatments offered to the patients.	The demographic data includes the patient’s age, locality, gender, and ethnicity.	Annual	This data source is secondary since it obtains data related to procedures and provider-level detailsoffered in community health centers in the USA.	The data can be used to inform improvement in healthcare policies and approaches utilized to address the care needs of ambulatory care patients. That data also informs the effectiveness of the interventions adopted to manage chronic illnesses in the country.
Medicare Patient Safety Monitoring System (MPSMS)	The content of this data source includes safety issues in healthcare that includes adverse events rate, unintended patient harm, loss, and injuries to patients. The data source also provides insights into the nature and effectiveness of the interactions that patients have with the healthcare system (CDC, 2021).	The data source targets hospitalized patients that are aged 18 years and above. The hospitalized patients should be suffering from conditions that include myocardial infarction, heart failure, and those who underwent major surgical procedures covered by their insurers.	The demographic data comprises age, race, gender, and payment source.	Monthly data submission and annual reporting	The data source is secondary data. It uses data submitted by different healthcare organizations.	Health organizations use the data to determine the safety, quality, and efficiency f patient care. Patients also use the data in determining their preferred service providers based on safety, quality, and efficiency-related indicators in healthcare(cms.gov, n.d.).

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Conclusion

Overall, several data sources for healthcare exist. The data can be used to inform nursing practice, research, and policy issues in

healthcare. Nurses should be competent in implementing interventions based on quality indicators in healthcare. Therefore, I will explore the different data sources to determine the effectiveness, efficiency, safety, and quality f care given to patients in my practice.

References

AHRQ.(2021). National Healthcare Quality and Disparities Report.https://www.ahrq.gov/sites/default/files/wysiwyg/research/findings/nhqrdr/2021qdr.pdf

CDC. (2021, June 10). NAMCS/NHAMCS – Survey Results and Products. https://www.cdc.gov/nchs/ahcd/ahcd_products.htm

CDC. (2022, March 7). NHIS – National Health Interview Survey. https://www.cdc.gov/nchs/nhis/index.htm

cms.gov. (n.d.).Consumer Assessment of Healthcare Providers & Systems (CAHPS) | CMS. Retrieved March 10, 2022, from https://www.cms.gov/Research-Statistics-Data-and-Systems/Research/CAHPS

Dc, C., W, M., N, V., N, E., D, H., M, M., C, R., Y, W., Pj, B., A, H., & J, B. (2021).Measuring Patient Safety: The Medicare Patient Safety Monitoring System (Past, Present, and Future).Journal of Patient Safety, 17(3). https://doi.org/10.1097/PTS.0000000000000322

In continuous quality improvement, both primary and secondary data are needed. Surveys and interviews are examples of primary data and are usually collected for a specific research study. Unfortunately, it is cost-intensive and prone to biases during data collection that might impair the results. Primary data can be used as specific research questions rely on real-life data within health care. Secondary data, which is found in journals and healthcare facilities, provides easily accessible data that encompasses many different areas within the healthcare field. Secondary data can be used for research, as in students using the information in classes, or for medical documentation and reimbursement (Schneider et al., 2023).

When using both primary and secondary data, it is useful to combine the information received from both. Using both data forms can then be used to improve the quality of healthcare. For example, using the feedback received from a survey that patients took would allow the corporation to understand the problems that need to be addressed from a patient’s point of view. Integrating secondary data would allow the corporation an advantage by looking into data that other companies have collected. The research found from other studies allows a company to base quality trials on previous experiences others have tried without having to start at the beginning. The combination of both primary and secondary data in continuous quality improvement areas helps to save time, money and resources.

Annual assessment of quality of healthcare services is crucial to promoting the accessibility and quality of care services provided. Quality of care services offered is measured by use of a number of dimensions among them, patient centered care, safety, healthy living, effective treatment, care coordination and affordability (Austin & Kachalia, 2020). Healthcare disparities are the variations that exist in terms of access and quality of care among various ethnic and racial groups in the US. There are still disparities in healthcare quality and accessibility between the majority Whites and the minority groups of Blacks, Hispanics. Latinos, and the Asian-Americans (MacLeod et al., 2017). The United States Department of Health and Human Services through the Agency for Healthcare Research and Quality provides annual report that provides a comprehensive analysis of the major healthcare departments and their contribution to ensuring accessibility to quality healthcare by people from all communities and races (Department of Health and Human Services, 2019)

Quality Data Sources Organizer

Data Source	Primary Content	Population Targeted	Demographic Data	Schedule	Is This a Source of Primary or Secondary Data?	How / When / Where the Information Might Be Used
Administrative data source	Data obtained from enrolment, services offered, charges, provider systems, claims	Patients, nurses, clinicians	Patients of all ages, condition, race and localities	Hospitals, Healthcare organizations and institutions	Primary source	Information is useful determining the quality of care, cost and accessibility
Patient medical records	Electronic health records from patients’ files	Patients and nurse informaticists	All ages, health conditions, race and origins	Healthcare institutions and department of healthcare services	Primary source	Information is useful in measuring the accessibility and the health risks by population
Patient Surveys	Survey forms, patient feedback and questionnaires	Patients and care givers	Patients from all ages, races and health conditions	Hospitals and state mandated institutions on healthcare	Primary source	Information is crucial in gauging the quality of healthcare services offered.
Standardized Clinical Data	From healthcare institutions, organizations such as WHO, CDC and department of health	Patients	All the population from diverse origins, age and ethnicity	Healthcare organizations and department of health	Primary and secondary sources	Helps inform healthcare policies and regulations.
Comments from individual patients	Patients’ information	Patients	Patients of all ages and ethnicity	Healthcare organization records	Primary source	Useful in enhancing quality of healtcare.

References

Austin, J. M., & Kachalia, A. (2020). The State of Health Care Quality Measurement in the Era of COVID-19. JAMA. https://doi.org/10.1001/jama.2020.11461

MacLeod, S., Musich, S., Hawkins, K., & Schwebke, K. (2017). Highlighting a Common Quality of Care Delivery Problem. Journal for Healthcare Quality, 1. https://doi.org/10.1097/jhq.0000000000000095

Department of Health and Human Services. (2019). Agency for Healthcare Research & Quality. Ahrq.gov. https://www.ahrq.gov/