Statistics health care
Instructions
Application of statistics and the interpretation of data is important in health care . Review the statistical concepts covered in this topic. In a 750-1,000 word paper, discuss 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.
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Statistics health care
Application of statistics in healthcare is extremely important as it is used to guide decision makers. Statistical analysis is used widely by the health care organizations to gauge their performances results. Basically human service agencies and government health use the statistical information to determine the well-being and the overall health of the population. Hospitals and pharmaceutical companies must carefully understand patients in order to assess the risks linked to the patient; establish effectiveness of various treatments as well as assessing the symptoms.
Health care companies struggle every day to efficiently deliver quality goods and services. The statistics help the companies gauge failure and success in their performances. Managers for quality improvements create standards of service excellence or benchmarks to determine the future results. Reliable statistical information can be used to plot the viability and the overall growth, diminish risks of trade-offs, begin and end medicine innovative in health care companies. Data collected can be used in clinical trials for new treatments and technologies in order to determine the benefits alongside with the risks of the product.
Solution
- Describe the application of statistics in health care. Specifically discuss its significance to quality, safety, health promotion, and leadership.
To apply statistics in healthcare is very crucial as it is used as a guide to influence many decision-makers. Healthcare organizations use statistical analysis in gauging their performance results. The government and basic human services providers use statistical analysis in determining the overall well-being and the general health of the population. The patients must be understood carefully by the pharmaceuticals and hospitals to assess risks linked to the patient and dispense various effective treatments as per the diagnosis as well after the assessment of the patient’s symptoms.
The struggle to deliver efficient quality services and goods is a daily challenge to most healthcare companies. The statistics come in handy for these companies when they are gauging their success ad failures in their overall performances. Quality Improvement in the standard of offered services is worked by managers who may go to several benchmarking to determine good future results (“Diagnostic and screening statistics,” 2016, p. 130). The plotting of viability and general growth is gotten from the reliable statistical information thus diminishing all the risk associated with begin, and end medicine innovations in healthcare companies, and trade-offs. The data collected can be utilized in many ways including use in clinical trials when ion search for new technologies and treatment, that is when the benefits alongside the risk of the product will be known.
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. 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 found in the health care industry may be established through statistical analysis. The statisticians in the health industry utilize every information to provide solutions to rational decision making (Ekin, 2019, p. 149). Health statisticians have to greatly interact with the decision-makers to contribute to the health policies which enable people to improve and elevate control over their health.
Statistics in health care have great significance in the leadership of the health care companies. Statistical skills are needed to evaluate the data in the health care industry. For the leaders in health care to make decisions and conduct scientific researches the statistical information is very crucial. Leaders use statistics to answer complex questions, predict results, and make decisions in health care.
While most health and healthcare organizations have forms of storing data, the data flow across all these entities do not flow because of the lack of a standardized or cohesive way to store it. The challenges faced by these organizations when collecting data ranges from ethnicity, race to language barrier from enrollees, respondents, patients, and members. The recent technology will come in handy to help sort out these problems and create a flawless data system to run across all the concerned organizations.
- 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
To get the statistical data from healthcare organization is different when it comes to a public and private system of collecting data. These systems consist of medical records, health surveys, records of billing, and any other document used in hospitals, health plans, and physicians among other professionals. Ethnicity data, language, and race should use to get comprehensive information about the patient when the patient data is been collected and should be entered into the health care system. Patients’ privacy should be paramount when collecting and storing their data, by carefully incorporating the data into the running data.
The knowledge obtained from the statistics can be applied to the various range of specialties and the broad range of settings for patients in their normal day-to-day operations as well at the health organizations. The knowledge gained will be helpful to healthcare organizations when it comes to improving or changing the processes. The medical field researchers will use it to determine various things, which include determining which medicine and appropriate interventions can perform best as well as how the human body receives the treatment in the day-to-day activities (“Health care quality indicators (Edition 2019),” 2017, p. 105). These analytical statistics on human behavior helps the psychologist immensely.
Science and Medicine
Without these advanced researches, the medical field would be lagging much far behind. The research has been focused on which medicines or appropriate interventions can work best and the way the human body will react after administering it. The professionals in the medical field do studies based on age, race, or even nationality to determine the effects of these characteristics on human health.
Psychology
Psychology is attached to both the medical and science field, but the success in the psychology field would not have been realized was it not for the systematic research of human behavior, regularly analyzing the statistical results. Various advancement in this field has been realized, most have been a savior to the society.
References
Diagnostic and screening statistics. (2016). Statistics Workbook for Evidence-Based Health Care, 147-161.
Ekin, T. (2019). Health care systems and fraud. Statistics and Health Care Fraud, 1-30.
Health care quality indicators (Edition 2019). (2017). OECD Health Statistics.
