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Application of Statistics in Health Care

Application of Statistics in Health Care

Application of Statistics in Health Care
QUESTION
Statistical application and the interpretation of data is important in health care. Review the statistical concepts covered in this topic. In a 750 word paper, discuss the significance of statistical application in health care. Include the following:

1. Describe the application of statistics in health care. Specifically discuss its significance to quality, safety, health promotion, and leadership.

2. Consider your organization or specialty area and how you utilize statistical knowledge. Discuss how you obtain statistical data, how statistical knowledge is used in day-to-day operations and how you apply it or use it in decision making.

Three peer-reviewed, scholarly or professional references are required.

Prepare this assignment according to the guidelines found in the APA Style Guide, located in the Student Success Center. An abstract is not required.

This assignment uses a rubric. Please review the rubric prior to beginning the assignment to become familiar with the expectations for successful completion.

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Application of Statistics in Health Care

ANSWER
Application of Statistics in Health Care
Introduction
Healthcare is essential, and the various healthcare providers apply statistics to evaluate the effectiveness of healthcare. Healthcare organizations use analysis of different statistical data to gauge their performance. This helps in ensuring necessary adjustments are made, which are crucial in enhancing effective care delivery. Besides, decision-makers use them to develop strategies that are useful in improving healthcare organizations’ performance in addressing patient needs and enhancing patient satisfaction. This discussion focuses on applying statistics in healthcare by answering two questions.
Describe the application of statistics in health care. Specifically discuss its significance to quality, safety, health promotion, and leadership.
Applying statistics in healthcare is essential, primarily because it guides the decision-making process. Such statistics are useful since these healthcare organizations use them to gauge their performance (Van der Merwe, 2019). Additionally, such statistics are useful in determining the overall well-being of the population and can be used by the government and human service providers to enable them to understand the health status of the general population. Patients require proper assessment by hospitals and pharmaceuticals to ensure that treatment developed effectively addresses the various patients’ needs. Different healthcare organizations aim at providing that they deliver high quality and safe to the patients, to improve the patient outcomes and their satisfaction, while at the same time not compromising the working environment of the various healthcare providers. This requires them to continuously evaluate their performances and the extent to which they achieve their objectives.
Through such evaluation, they are then required to ensure quality improvement to ensure that their care is as per the required standards. Quality improvement relies on relevant statistical analysis, which measures various measures that determine the nature and quality of care patients receive (Van der Merwe, 2019). Additionally, such information can be used in clinical trials, where new technologies and forms of treatment are evaluated and their benefits and risks evaluated concurrently. Understanding the risks associated with a particular treatment or healthcare technology enables the organizations to ensure a high level of safety to the community.
The healthcare providers use statistics on the effectiveness of particular treatments and their safety to provide evidence-based care, ultimately ensuring better health outcomes for the various patients. Statistics also help the healthcare organizations to understand the health needs of a particular community or group of individuals, thus can design care in a manner that addresses these health needs of the population (Van der Merwe, 2019). Statistics about health are also significant in health promotion since the statisticians interact with the decision-makers to develop health policies that will improve control over particular health problems within the society (Van der Merwe, 2019). These statistics also help leaders within the health industry make decisions necessary in answering complex questions regarding health and predicting the results of a particular trend in healthcare. The importance of statistics in healthcare emphasizes the need to incorporate technology to enhance the collection, storage, and analysis of these data, which is currently a major concern. This is because the current data collection faces various barriers such as ethnicity, language barriers and racial discrimination (Pandey et al., 2020).
Consider your organization or specialty area and how you utilize statistical knowledge. Discuss how you obtain statistical data, how statistical knowledge is used in day-to-day operations and how you apply it or use it in decision making
Obtaining statistical data varies in healthcare organizations, especially when it involves private and public data collection systems. The data collection systems include health surveys, medical records, billing records and other relevant records used in the hospital (Van der Merwe, 2019). Various other factors are useful in obtaining more comprehensive information regarding a particular patient, for instance, ethnicity, language and data. An important consideration during data collection is patient privacy, which should be upheld as a breach of patient confidentiality can significantly impact health outcomes (Luo et al., 2018).
The knowledge from these statistics is essential in running day to day operations within the healthcare system to ensure that patients receive better healthcare. Statistics on various health aspects are also applicable to different specialties within the healthcare organization. Such information is necessary for making appropriate adjustments to improve the entire health process to benefit the patients. Medical researchers, for instance, use such statistics to determine the most effective treatments and interventions and the safety of such interventions (Van der Merwe, 2019). An example of a specialty that benefits immensely from these statistics are psychologists and the relation between science and medicine.
Psychology is linked to both the science and medical field. Indeed, advancements in science have enhanced care delivery. Without such advancements, the health systems would be lagging and fail to address patient needs appropriately. The various researchers have performed studies to evaluate the effectiveness of multiple interventions and how factors such as race, ethnicity impact healthcare (Van der Merwe, 2019). The successes in psychology are mainly attributed to the numerous studies and research done to analyze human behaviour. The area of psychology has therefore benefitted significantly from such studies, which has helped save society at large.
Conclusion
In summary, the healthcare system continues to experience transformations aimed at improving the nature of care and the overall patient outcomes and safety. Through the application of statistics, healthcare organizations can make the necessary adjustments that will help in ensuring better health outcomes for the patients. Various fields benefit from such statistics, for instance, psychology, which primarily attributed its success to the statistics from systematic studies on human behaviours.

Application of Statistics in Health Care

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