Statistical application and the interpretation of data is important in health care. Review the statistical concepts covered in this topic. the significance of statistical application in health care. Include the following:
- Describe the application of statistics in health care. Specifically discuss its significance to quality, safety, health promotion, and leadership.
- 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.
THE APPLICATION OF STATISTICS IN HEALTHCARE 5
The Application of Statistics in Healthcare
Victoria Ike
Grand Canyon University: HLT-362V
Instructor: Daniel Lebowitz
Date: January 30, 2022.
The Application of Statistics in Healthcare
The application of statistics in healthcare is highly crucial as it is utilized as a framework for decision-making. Healthcare institutions leverage statistical examination to gauge their performance results. The state and providers of basic human services apply statistical inferences in determining the general well-being and health of the populace (Shousong & Jing, 2021). In particular, the patients must be understood comprehensively by the hospital to examine risks associated with a patient and deploy the various interventions according to the diagnosis and after evaluation of a patient’s vital signs.
The difficulties of delivering efficient and quality goods and service is an everyday struggle for many healthcare firms. On that note, the statistics are useful for these organizations when they are assessing their success and failures in their performances. Quality Improvement in the level of offered services is calculated by managers who may embark on benchmarking using current statistics to develop good results in the future (Shousong & Jing, 2021). The determination of overall growth and viability is derived from statistical data hence reducing the risk related to innovations in the healthcare sector. The data gathered can be used in numerous ways, which includes in clinical trials during the search for novel interventions.
Health care companies can improve their safety in the community using statistical information which is useful during the identification of effective treatments and understanding the population’s overall health. Health care practitioners must carefully evaluate statistics using treatments that have effective experimental evidence to attain an impact in their research studies (Khatri et al., 2021). Medical professions use statistical information to assess the effectiveness of interventions and treatments. Practitioners conduct their studies to benefit the safety of the patent. The healthcare provided statistics are very important information concerning the safety of society as a whole.
The promotion of health by the healthcare industry can be established through the use of statistical analysis. Professionals in the industry use all information to facilitate solutions to reasonable decision-making (Shousong & Jing, 2021). The statisticians have to widely communicate with decision-makers to develop health policies and guidelines that enable the general population to improve their health outcomes.
The application of statistics in healthcare can be highly significant in the management of healthcare organizations. A statistical aptitude is required to examine the data within the healthcare sector (Khatri et al., 2021). For healthcare leaders to make decisions and investigations, statistical data is vital. Leaders apply statistical inferences to answer multifaceted questions, forecast findings and determine the correct decisions in their respective healthcare organizations.
Whereas many healthcare institutions have various methods of storing data, the flow of data across all these organizations is stagnant due to the lack of a standardized approach when it comes to storage and dissemination. The difficulties encountered by these firms when gathering data vary from the race, ethnicity to language barriers from workers, patients, and respondents (Shousong & Jing, 2021). The application of statistics by recent technology is useful in sorting out these issues and developing a seamless data framework to function across all the involved organizations.
The Application of Statistical Knowledge in My Organization
My healthcare organization collects data from various sources. The data used for making statistical inferences is collected from various systems including medical records, billing records, health surveys, and other information collected from nurses, physicians, and health plans. Race, language, and ethnicity data is used to generate comprehensive data about the patient. Such information is usually derived from the hospital’s customer relationship management (CRM) system. It is vital to note that patient privacy is of paramount importance when gathering and storing their information, whereby the data is carefully incorporated into the running data.
The knowledge gathered from statistical analysis in the organization is used in the different ranges of specialties. Also, the data is used in a wide scope of settings for patients in the typical daily operations and enables collaboration with other healthcare organizations (Piazza, 2019). The information gained from statistics is also useful when it comes to transforming and improving processes at the clinic. Researchers at the organization use it to determine various vital aspects, which led to the development of suitable interventions that help to improve patient outcomes.
The use of statistical knowledge at the clinic is also useful in improving treatment processes. The research at the hospital uses statistics to focus on the medicine and suitable treatments that can work most effectively and the method the patient’s body will react to after they have been given medication. Researchers at the clinic perform studies performed on race and age to determine the impact of these distinct characteristics on a patient’s health. As a result, the clinic can develop effective interventions geared towards improving patient outcomes in the long run.
Aside from improving physical medical treatments, the statistics are also vital to the clinic’s psychology department. The success and effectiveness of the psychology department would not have been possible without systematic research into patient behavior and regular examination of the statistical findings. Consequently, numerous advancements have been made by the department, and they have been useful to other healthcare organizations and the wider society.
Overall, the application of statistics has been very useful for my healthcare organizations. Not only does the information derived from statistical analysis used for decision making, but it is also applied to improve patient outcomes. As technology continues to advance, statistics will become a vital part of the clinic’s operations.
References
Khatri, S., Alzahrani, F. A., Ansari, M. T. J., Agrawal, A., Kumar, R., & Khan, R. A. (2021). A Systematic Analysis on Blockchain Integration with Healthcare Domain: Scope and Challenges. IEEE Access.
Piazza, A. (2019). The concept of similarity in interorganisational networks: an empirical application in healthcare (Doctoral dissertation, University of Greenwich).
Shousong, C., & Jing, Z. (2021). Research on Healthcare Quality Evaluation Based on Data Mining. Journal of Medical Imaging and Health Informatics, 11(
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