Statistical application and the interpretation of data important in health care
Statistical application and the interpretation of data important in health care. Review the statistical concepts covered in this topic. In a 1,500 word paper, discuss the significance…
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Statistical application and the interpretation of data important in health care
Paper details
Statistical application and the interpretation of data important in health care. Review the statistical concepts covered in this topic. In a 1,500 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 Statistical application and the interpretation of data it in decision making. Three peer-reviewed, scholarly or professional references are required.
Solution
Application of Health Care Statistics
Management of statistical information in health care organizations is essential in allowing the institutions to improve their performance. Statistics refers to the scientific discipline concerned with collecting massive amounts of data and their manipulation to infer different meaning (Bryman, 2016). The decisions arrived at from the sample information is depicted to reflect a more significant population. The term population is thus used to define an entire pool of items from which statistical sample is taken. A population can refer to either living things or objects that have elicited interests for scientific study.
Statistics provide individuals and organizations with data that they can use for diverse decision-making activities following its interpretation. One such sector that considers statistics to be important is the health care sector. Health statistics define both estimates and empirical data associated with health.
Some of the statistics include information on mortality rates, risk factors, number of births, and any other data set quantified regarding health care. Health care organizations access statistical information by different means and use the information to improve various aspects of their operations with quality, safety, leadership, and health promotion emerging as the applications of health care statistics.
Health statics is used to enhance the quality of services provided by health care organizations. A definition of quality from the health care practitioner refers to a treatment procedure’s ability to yield patients’ outcomes. Like in any other sector, quality is always improved. The improvement relies on individuals or an organization’s understanding of past procedures to know what to improve. However, the health care industry is characterized by several complexities that make it difficult for organizations to review past treatment procedures and determine areas to improve.
Statistics thus comes in handy in fostering quality care in the health sector. Health care organizations use statistical data to find problems or opportunities in their organizations (Amante et al. 2015). For instance, upon realizing a particular issue, the health care institution can refer to statistical methods to determine how the situation can be improved. In the case of a medical condition, the institution can refer to data from other sources that successfully treated the condition.
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Therefore, the new set of information from the facility’s information system is crucial in determining the ideal treatment that allows patients to recover according to their expectations, thus improving their quality standards. Likewise, statistical information from surveys is vital in enhancing service quality. For instance, the survey responses may indicate various aspects of health care institutions that people dislike. The hospitals may therefore address the complaints by correcting the errors hence improving their service quality.
Health statistics are also used to enhance the safety of services. The dynamic nature of the world has seen various changes disrupt the health care sector. Therefore, it is necessary for healthcare facilities and medical practitioners to be constantly looking for emerging information about their discipline to adhere to their sector’s safety principles. For instance, different demographic groups react differently to various treatments.
Analyzing statistical information enlightens medical practitioners on the ideal treatment procedures that suit individual patients (Pett, 2015). The analysis may focus on statistical data detailing patients’ survival rates with certain complications when exposed to a particular treatment. Access to a vast pool of data regarding the individuals’ ideal procedure translates to safety as physicians pursue treatment methods that will not harm the patient.
Similarly, health statistics are used in health care promotion. Scientists focus on finding medical solutions to both current and emerging medical conditions. Therefore, it means that health care organizations should always be on the lookout for inventions that will allow them to handle different patient conditions effectively. Medical researchers also enhance health promotion through statistical data. Research statistics inform health care institutions on various trends in the sector.
The organizations, therefore, adapt to the new and verified findings to improve their patient’s health. Similarly, local, state, and multinational governing agencies rely on health statistics when evaluating certain medical conditions. For instance, governments rely on death and prevalence rates to determine the nature of certain diseases. The statistics allow the agencies to take the correct health measures such as delivering medical aid to the affected regions, thus promoting citizens’ health.
Another significant application of health statistics is leadership. Decision making is considered a critical skill in any leader. However, leaders cannot make sound decisions without information. It is the information one possesses that allows them to decide on the course of action to take. Health statistics are, therefore, a significant component in managers’ decision-making activities. Managers analyze statistical data on their health care organizations to implement policies that will steer their performance. Managers refer to statistical information to determine the institution’s performance (Cohen, 2013).
For instance, statistics can inform the hospital whether the number of patients who visited the institution increased or decreased. In case of a decrease, managers may go ahead to rely on the information to know why the visits declined. Therefore, the discovered information allows management to take actions that will steer the organization in the right direction. Likewise, health statistics allow management to compute expected outcomes, such as growth (Field, 2013). The administration then puts the right health care strategies required to attain the set objectives, as illustrated in the institutions’ computed statistics.
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I work as a health care worker in a hospital. Our daily activities thus involve coming across or using health statistics. There are different ways through which our organization obtains statistical information. One such source of health statistics is medical records from the patients. The records detail information regarding various health conditions that affect the patients. Continuous accumulation of the medical records for a long time thus provides better statistics for the institution, for instance, the disease diagnosed in most patients. Both manual paperwork and electronic recordings attain medical records.
Likewise, patient surveys form a vital statistic for our organization. The different answers given by patients constitute a critical statistic that can be used by the organization. Often, the surveys seek patients’ opinions about the quality outcomes of services received. Also, statistical information is attained through the administrative system. The system is responsible for collecting data that touches on the institution’s services, units available, number of staff, and different healthcare departments’ location.
Patient comments are another source of statistical data for our organization. Patients who are unable to fill surveys are free to post their comments on the organization’s website. The same website provides statistical information regarding people who visited it and the various sites of focus. Lastly, my organization gets its statistics from the standardized data provided by clinical procedures. For instance, departments are required to offer periodical data about their performance.
The organization’s daily operations involve the use of health statistics. One such use is in treating patients and taking care of them accordingly. The information given in the medical records allows physicians to determine the health complication in a patient. Data from the administrative system enable the organization to determine the right quantity of medical stock and resources be allocated to various departments. Likewise, the statistic informs the organization of facility availability.
Likewise, the statistic in our organization can be interpreted to make several management decisions.
Quality improvement remains a crucial objective for any health care facility. Organizations are focusing on improving their service delivery skills to enhance patient outcomes. Health care organizations use the survey responses to know whether patients are satisfied with their services. In case of complaints, the organizations analyze the data to get areas that have attracted many negative reviews. Therefore, the information allows the organization to put in place corrective measures to ensure improved service delivery.
Likewise, an administrative statistic is used to lower operational costs. The management analyzes the data to figure units that attract many patients and those that registered poor performance. The information is then used to allocate adequate resources to the overwhelmed units and reduce the number of idle units, thus saving on operational costs. The website’s data is also used to track the kind of services patients are more interested in. The information allows the organization to present itself as a leader in such services, thus attracting potential clients.
In conclusion, health care organizations apply health statistics in different ways. The institutions have been depicted as using health statistics to enhance quality improvement by determining existing faults and opportunities that need to be amended. Health statistics have also been highlighted to provide institutions with the right information to improve healthcare organizations’ safety standards.
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Also, health statistics are used by organizations and other agencies to promote citizens’ wellbeing. Furthermore, health care managers depend on statistical information for decision making hence improving their leadership skills. Likewise, it has been highlighted that we encounter health statistics daily due to being health care workers. The information is acquired from patient surveys, medical records, organizational websites, administrative systems, and departmental reports. The recorded information end up as statistics that are used for daily operations and long-term decision-making processes.
References
- Amante, D. J., Hogan, T. P., Pagoto, S. L., English, T. M., & Lapane, K. L. (2015). Access to care and use of the Internet to search for health information: results from the US National Health Interview Survey. Journal of medical Internet research, 17(4), e106.
- Bryman, A. (2016). Social research methods. Oxford university press.
- Cohen, J. (2013). Statistical power analysis for the behavioral sciences. Academic Press.
- Field, A. (2013). Discovering statistics using IBM SPSS statistics. Sage.
- Pett, M. A. (2015). Nonparametric statistics for health care research: Statistics for small samples and unusual distributions. Sage Publications.
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