HLT 362 Quality Improvement Proposal
Grand Canyon University HLT 362 Quality Improvement Proposal – Step-By-Step Guide
This guide will demonstrate how to complete the Grand Canyon University HLT 362 Quality Improvement Proposal 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 HLT 362 Quality Improvement Proposal
Whether one passes or fails an academic assignment such as the Grand Canyon University HLT 362 Quality Improvement Proposal 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 HLT 362 Quality Improvement Proposal
The introduction for the Grand Canyon University HLT 362 Quality Improvement Proposal 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.
Need a high-quality paper urgently?
We can deliver within hours.
How to Write the Body for HLT 362 Quality Improvement Proposal
After the introduction, move into the main part of the HLT 362 Quality Improvement Proposal 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 HLT 362 Quality Improvement Proposal
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 HLT 362 Quality Improvement Proposal
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.
Stuck? Let Us Help You
Completing assignments can sometimes be overwhelming, especially with the multitude of academic and personal responsibilities you may have. If you find yourself stuck or unsure at any point in the process, don’t hesitate to reach out for professional assistance. Our assignment writing services are designed to help you achieve your academic goals with ease.
Our team of experienced writers is well-versed in academic writing and familiar with the specific requirements of the HLT 362 Quality Improvement Proposal assignment. We can provide you with personalized support, ensuring your assignment is well-researched, properly formatted, and thoroughly edited. Get a feel of the quality we guarantee – ORDER NOW.
Sample Answer for HLT 362 Quality Improvement Proposal
Nurses are professionally mandated to provide high-quality care regardless of situations and work environments, which informs HLT 362 Quality Improvement Proposal. Attaining this goal requires nurses to be conversant with quality improvement essentials and adopt the appropriate approaches to achieve high outcomes consistently. The evidence-based practice (EBP) approach is highly recommended for nurses engaging in quality improvement. The approach ensures that interventions are supported by scientific evidence, hence problem-centered and relevant to nursing. As nurses continue to work in complex work environments, a commitment to achieve high patient outcomes should dominate their routine goals. The purpose of the HLT 362 Quality Improvement Proposal paper is to describe a practice issue and propose a quality improvement initiative based on evidence-based practice.
Problem or Issue in Practice or Organization
Nursing environments encounter many issues that harm patient care in varying magnitudes. Medication errors are among such issues, defined as failure in the treatment leading to patient harm, including injury and health complications (Tansuwannarat et al., 2022). Medication errors result in death and permanent damage if not effectively addressed. Salar et al. (2020) found that medication errors are common in today’s practice since between 16 and 27% of nurses commit a medication error. The high prevalence and the magnitude of impacts underline the need for practical interventions to avert the dangers of medication errors.
Awareness of the causes and setting where medication errors occur is fundamental for effective decision-making and solutions. According to Bell et al. (2023), medication errors are common in environments with a high workload due to the eventual fatigue that reduces attention and vigilance. Such settings include the emergency department, intensive care units, and surgical units, where nurses perform cognitively demanding tasks persistently. However, other areas where medication administration is involved are prone to medical errors. The Agency for Healthcare Research and Quality (2023) highlights that medical errors can be experienced at any point in the healthcare system. Such points include clinics, hospitals, pharmacy units, and nursing homes. Since the prevalence is high and the impacts on care quality severe, medical errors should be addressed by problem-centered, organization-wide interventions. Such interventions require leaders and nursing professionals to collaborate in the quality improvement process through problem identification, implementation of interventions, evaluation, and other tasks.
Significance of Quality Improvement in Practice or Organization
Quality improvement in nursing should be a key objective for all professionals involved in direct patient care. Broadly, quality represents the extent to which patient care services achieve the desired health outcomes. As a result, quality improvement is centered on implementing interventions to improve care systematically by standardizing processes and structures (CMS.gov, 2021). An appropriate quality improvement initiative is mindfulness meditation training for nurses to overcome fatigue. A significant reduction in fatigue would lead to a proportional reduction in medical errors, hence better care quality. Improving care quality in areas where medical errors occur implies a commitment to achieving the goals of standardized processes and structures. These include reduced variations and improved outcomes for patients and healthcare facilities (CMS.gov, 2021). Quality improvement also leads to predictable results and helps healthcare organizations to reduce operational costs.
A critical evaluation of the impacts of medical errors further signifies the importance of quality improvement to reduce variations. As Ahsani-Estahbanati et al. (2022) observed, medical errors significantly burden the healthcare system since they undermine patient outcomes and impact nursing professionals’ mental health. Their occurrence also reduces people’s trust in the health system. Quality improvement through evidence-based interventions would prevent or mitigate these adverse impacts, hence improved patient outcomes. Nursing professionals would also be protected from mental health dangers, empowering them to provide comprehensive care timely and satisfactorily. Achieving these goals would also make nurses enjoy their work, which is pivotal for nurse retention in high-stressful work environments.
Demonstration of Support from Previous Research
Nursing research has extensively assessed the effectiveness of mindfulness meditation in stressful work environments and supports its implementation. In general, studies reveal that skills to practice mindfulness can caution nurses against the damaging effects of fatigue and work productively. Owens et al. (2020) found a 3-minute mindfulness intervention practice over four weeks crucial in reducing compassion fatigue among nurses. Burnout risk and secondary traumatic stress levels are reduced significantly among nurses practicing mindfulness. Sulosaari et al. (2022) also found that mindfulness interventions effectively improve nurses’ psychological well-being. Outcomes include reduced stress and depression and improved resilience and quality of life. In another study, Yıldırım and Çiriş Yıldız (2022) evaluated the impact of mindfulness breathing and music therapy on nurses during the COVID-19 pandemic. The primary finding was that these interventions decreased work-related strain and improved nurses’ psychological well-being. These studies show that mindfulness techniques can reduce fatigue among nurses, which is crucial in reducing medical errors.
Steps Necessary to Implement Quality Improvement Initiative
Quality improvement implementation is procedural and starts with basic processes before advancing to complex procedures. The first step is to assess the problem in terms of complexity and the scope of intervention required. When these dimensions are identified, the project leader should move into the next step- preparation. Here, nurses who should receive mindfulness meditation training should be prepared for the acquisition of skills and their implementation. De Kok et al. (2023) stressed the importance of preparing nurses for change since many resist change due to comfort in the status quo. Preparing them reduces potential resistance to change. Preparation also includes the organization of resources for comprehensive training. The next phase should be training to ensure nurses acquire the required skills to cope with workplace fatigue and execute them independently. This phase aligns with the most influential step of evidence-based practice, which involves integrating research findings into practice after evaluation and appraisal (Abu-Baker et al., 2021). Project leaders should also outline measures for quality improvement initiatives’ evaluation to assess whether they will achieve the desired outcomes.
ALSO READ:
HLT 362 Summary and Descriptive Statistics
HLT 362 Article Analysis and Evaluation of Research Ethics
HLT 362V Topic 4 Assignment Quality Improvement Proposal
HLT 362V TOPIC 5 Assignment Article Analysis and Evaluation of Research Ethics
HLT 362 Applied Statistics for Health Care Professionals
HLT-362V Application of Statistics in Health Care
HLT-362V Topic 5 ASSIGNMENT 2 Summary and Descriptive Statistics
Evaluation of Quality Improvement
Quality improvement initiatives should be evaluated to provide a holistic view of their impacts. The proposed intervention will be proposed qualitatively and quantitatively to ensure all dimensions are assessed. Qualitative evaluation will be done using surveys of feasibility and satisfaction with the training. Here, participants in the training should describe their experiences with the training and its usefulness. Focus areas include benefits, readiness to implement the skills, and their perception of the training. Unlike qualitative evaluation, which focuses on collecting non-numerical data, quantitative analysis collects and evaluates numerical data to make predictions (Leavy, 2022). Appropriate data that can be evaluated quantitatively include the reported cases of medical errors and workplace fatigue before and after the initiative. This data can be collected at baseline and 4-6 months post-implementation. A reduction in medical errors and related issues by over 24% would be a reliable indicator of a successful initiative.
Identification of Variables, Hypothesis Test, and Statistical Tests
Quality improvement should demonstrate a causal relationship between variables. In this initiative, mindfulness meditation training is the independent variable, while fatigue/workplace stress is the dependent variable. After the training, nurses’ stress levels would reduce, further reducing medical errors in the workplace. Accordingly, the hypothesis is that implementing mindfulness meditation training would reduce medical errors by reducing fatigue. As previous studies (Sulosaari et al., 2022; Owens et al., 2020) demonstrate, positive outcomes are achieved by properly implementing mindfulness techniques in stressful work environments. Similar outcomes should be achieved by implementing the proposed initiative. Statistical tests to prove the success of the initiative include the mean differences between incidents before and after the intervention and the frequency of occurrence. The mean is calculated by dividing the number of medication error incidents within a particular period by the number of days. The frequency of occurrence could be daily, weekly, or monthly. Comparing pre-intervention and post-intervention data can reliably demonstrate whether the project was successful.
HLT 362 Quality Improvement Proposal Conclusion
To conclude HLT 362 Quality Improvement Proposal, issues that hamper care quality are widespread in nursing practice. Due to the need for high-quality care and optimal patient safety, nurses should evaluate issues hampering outcomes and address them accordingly. Regardless of the setting, medical errors are a common occurrence that poses a significant risk to patients, nursing professionals, and health systems. In response, nurses should design and implement practical interventions for preventing medical errors to improve care quality. As proposed in this paper, mindfulness meditation training can be implemented among nurses working in stressful work environments. The objective is to reduce fatigue, which would reduce medical errors proportionately.
References
Abu-Baker, N. N., AbuAlrub, S., Obeidat, R. F., & Assmairan, K. (2021). Evidence-based practice beliefs and implementations: a cross-sectional study among undergraduate nursing students. BMC Nursing, 20(1), 1-8. https://doi.org/10.1186/s12912-020-00522-x
Agency for Healthcare Research and Quality (2023). Topic: Medical errors. https://www.ahrq.gov/topics/medical-errors.html#:~:text=Medical%20errors%20can%20occur%20anywhere,%2C%20equipment%2C%20or%20lab%20reports.
Ahsani-Estahbanati, E., Sergeevich Gordeev, V., & Doshmangir, L. (2022). Interventions to reduce the incidence of medical error and its financial burden in health care systems: a systematic review of systematic reviews. Frontiers in Medicine, 9, 875426. https://doi.org/10.3389/fmed.2022.875426
Bell, T., Sprajcer, M., Flenady, T., & Sahay, A. (2023). Fatigue in nurses and medication administration errors: a scoping review. Journal of Clinical Nursing, 32(17-18), 5445–5460. https://doi.org/10.1111/jocn.16620
CMS.gov. (2021). Quality measurement and quality improvement. https://www.cms.gov/Medicare/Quality-Initiatives-Patient-Assessment-Instruments/MMS/Quality-Measure-and-Quality-Improvement-#:~:text=Quality%20improvement%20is%20the%20framework,%2C%20healthcare%20systems%2C%20and%20organizations.
De Kok, E., Schoonhoven, L., Lalleman, P., & Weggelaar, A. M. (2023). Understanding rebel nurse leadership‐as‐practice: Challenging and changing the status quo in hospitals. Nursing Inquiry, e12577. https://doi.org/10.1111/nin.12577
Leavy. (2022). Quantitative, qualitative, mixed methods, arts-based, and community-based participatory research approaches. Guilford Publications.
Owens, R. A., Alfes, C., Evans, S., Wyka, K., & Fitzpatrick, J. J. (2020). An exploratory study of a 3-minute mindfulness intervention on compassion fatigue in nurses. Holistic Nursing Practice, 34(5), 274-281. https://doi.org/10.1097/hnp.0000000000000402
Salar, A., Kiani, F., & Rezaee, N. (2020). Preventing the medication errors in hospitals: a qualitative study. International Journal of Africa Nursing Sciences, 13, 100235. https://doi.org/10.1016/j.ijans.2020.100235
Sulosaari, V., Unal, E., & Cinar, F. I. (2022). The effectiveness of mindfulness-based interventions on the psychological well-being of nurses: a systematic review. Applied Nursing Research, 64, 151565. https://doi.org/10.1016/j.apnr.2022.151565
Tansuwannarat, P., Vichiensanth, P., Sivarak, O., Tongpoo, A., Promrungsri, P., Sriapha, C., … & Trakulsrichai, S. (2022). Characteristics and consequences of medication errors in pediatric patients reported to ramathibodi poison center: a 10-year retrospective study. Therapeutics and Clinical Risk Management, 669-681. https://doi.org/10.2147/TCRM.S363638
Yıldırım, D., & Çiriş Yıldız, C. (2022). The effect of mindfulness-based breathing and music therapy practice on nurses’ stress, work-related strain, and psychological well-being during the COVID-19 pandemic: a randomized controlled trial. Holistic Nursing Practice, 36(3), 156–165. https://doi.org/10.1097/HNP.0000000000000511
Sample Answer 2 for HLT 362 Quality Improvement Proposal
Quality Improvement Proposal
Quality improvement (QI) is the systematic process by which healthcare organizations use data to enhance care services delivery concerning quality and safety. Healthcare organizations can use established principles and approaches to prevent challenges during quality improvement. One vital approach is the PDSA cycle, which entails planning, doing, studying, and acting. One of the problem areas in the healthcare organization that necessitate quality improvement is patient falls in the inpatient setting to improve health outcomes. This paper examines the patient falls issue in inpatient settings and offers actions that can be taken to enhance patient health and safety.
Problem Overview and Setting
Despite a declining trend in hospital falls over recent times, there is still a significant issue. The problem is the most negative issue reported in the inpatient setting. For instance, it is reported that the United States records an estimated 700,000 to 1 million patient falls (LeLaurin & Shorr, 2019). The outcome is more than 250,000 injuries and 11,000 mortalities (LeLaurin & Shorr, 2019). The magnitude of the problem can be quantified by understanding that an estimated one in four patient falls result in injuries, and around 10% lead to grave injuries (LeLaurin & Shorr, 2019). The inpatient setting in the healthcare organization is no different and has a significant number of patient falls that necessitate urgent address.
Need for Quality Improvement Action and Expected Outcomes
Patient falls are one of the most common safety incidents in the US inpatient setting. The implication is prolonged hospitalization, increased healthcare costs, and life-threatening issues (Boot et al., 2023). As a result, a quality improvement initiative is warranted. The objective of the QI initiative is to reduce patient falls in the inpatient setting. Such an initiative would involve determining the key drivers of the problem. These include establishing the patient at an increased fall risk and preventing these patients from falling. The QI initiative will be necessary to address the patient falls and, therefore, avert the problem of prolonged hospitalization, increased treatment expenses, and life-threatening issues resulting from patient falls. As a result, the outcome of the initiative will be to improve both process and outcome measures of quality improvement. The outcome measure expected from the initiative is a reduction in patient falls in the inpatient setting. The process measures will include accurate fall evaluations, weekly fall awareness programs, and the application of prevention interventions such as wristbands and tag-in/tag-out systems.
Evidence from Previous Research
There are a myriad of studies that have sought to examine quality improvement initiatives concerning patient falls in the inpatient setting. For instance, Tricco et al. (2019) conducted a systematic review and meta-analysis to determine the QI initiatives necessary for preventing patient falls. The study established that effective fall interventions are multifaceted, involving a myriad of elements. For example, there are initiatives that focus on patients, including reminders and education. There are also those that focus on healthcare providers, such as staff education and team changes. Another study was conducted by Boot et al. (2023), seeking to minimize patient falls in acute settings. They sought a 5% minimization on falls for every 1000 bed days. These initiatives, which include change ideas, were evaluated using the Plan Do Study Act (PDSA) approach. The authors determined that the initiative recorded some success concerning process measures. Lastly, Lopez et al. (2023) conducted a study concerning the adoption of a quality improvement initiative to address the problem of fall reduction in an academic medical center. The intervention entailed the involvement of nurses in an e-learning module concerning fall safety. It was determined the implementation of the QI initiative led to an 8% reduction in falls for patients over 65 years (Lopez et al., 2023).
Steps to Adopt the Quality Improvement Action
There is a need to adhere to various quality improvement steps in order to understand the root causes of the issue being investigated to establish the best approach to improve healthcare provision. These steps are critical, enabling the QI initiative team to collect the necessary data and develop appropriate interventions. The first step will involve understanding and categorizing improvement opportunities. In this case, there is an opportunity to reduce patient falls in the inpatient setting. The second step involves detailing the various improvement objectives. It will be followed by data collection to aid in decision-making to determine the most appropriate intervention. Lastly, there is implementation of the initiative to the selected patients and healthcare professionals. For instance, these steps are apparent in a study by Boot et al. (2023). The authors started by trying to understand the problem. It is followed by collecting data on the background of the problem, followed by measurement to determine the objectives of the initiative. An initiative was designed, and the strategy was implemented using the PDSA cycles.
Evaluation of the Initiative
One of the key elements of a quality improvement initiative is the presence of a clear and concise goal. An evaluation plan needs to encompass the evaluation goals and how the process will link to them. The evaluation will have a testing phase to determine whether the initiative was effective or can be improved to provide the desired results. In this QI initiative, an intervention will be selected and implemented on patients in the inpatient setting. The main aim of the initiative is to reduce the number of patient falls. As a result, the evaluation will involve collecting data over a specified period after the implementation of the initiative. There will be a comparison of patient falls before and after the adoption of the initiative. Reduction in patient falls will be indicative of the success of the QI initiative in accomplishing its goal.
Statistical Testing
It is critical to conduct statistical testing on an intervention to determine its effectiveness in addressing the problem. First, it is vital to determine the key variables in the quality improvement project, which includes dependent and independent variables. The dependent variable is the rate of patient falls, while the independent variable is the quality improvement initiative to be adopted in the healthcare organization. After the determination of the key variables, it is essential to ensure that hypothesis testing is conducted. Its objective would be to establish the presence of a significant statistical difference in patient falls before and after the adoption of the QI initiative. Therefore, the hypothesis test seeks to determine what will happen to the two variables. It will determine the relationship between the QI initiative and patient falls. The hypothesis is true if there is a relationship between the two variables. Lastly, a statistical test is necessary as it offers a way of quantitatively deciding on the initiative. The objective is to establish whether significant evidence exists to reject or support the initiative. In this QI project, a chi-square statistical test will be used. A positive hypothesis means there is a relationship between the variables, and the initiative is a success, while a null hypothesis rejects a correlation between the variables.
Conclusion
The quality improvement initiative involves adopting a strategy whose objective is reducing patient falls in the inpatient setting, thereby improving patient outcomes. As a result, the initiative seeks to understand the problem and its main drivers. It will followed by the design of an initiative that involves all the key stakeholders, such as patients and healthcare practitioners. Patient falls cause patient injuries, fatalities, and increased treatment costs. It is one of the most common patient incidents in the US. Therefore, a quality improvement initiative is necessary. The success of such an initiative will be determined through an evaluation plan that compares data on patient falls before and after its implementation.
References
Boot, M., Allison, J., Maguire, J., & O’Driscoll, G. (2023). Qi initiative to reduce the number of inpatient falls in an acute hospital trust. BMJ Open Quality, 12(1). https://doi.org/10.1136/bmjoq-2022-002102
LeLaurin, J. H., & Shorr, R. I. (2019). Preventing falls in hospitalized patients. Clinics in Geriatric Medicine, 35(2), 273–283. https://doi.org/10.1016/j.cger.2019.01.007
Lopez, M., Ma, C., Aavik, L., & Cortes, T. A. (2023). Implementing a quality improvement program to reduce falls and increase patient medication satisfaction in an academic medical center. Geriatric Nursing, 49, 207–211. https://doi.org/10.1016/j.gerinurse.2022.09.002
Tricco, A. C., Thomas, S. M., Veroniki, A. A., Hamid, J. S., Cogo, E., Strifler, L., Khan, P. A., Sibley, K. M., Robson, R., MacDonald, H., Riva, J. J., Thavorn, K., Wilson, C., Holroyd-Leduc, J., Kerr, G. D., Feldman, F., Majumdar, S. R., Jaglal, S. B., Hui, W., & Straus, S. E. (2019). Quality Improvement Strategies to prevent falls in older adults: A systematic review and network meta-analysis. Age and Ageing, 48(3), 337–346. https://doi.org/10.1093/ageing/afy219
HLT 362 SUMMARY AND DESCRIPTIVE STATISTICS Sample Answer
Summary and Descriptive Statistics
Statistical analysis incorporates measures of central tendency to show the attributes of variables used in the study (Heumann & Schomaker, 2016). In the analysis, there is the use of central tendency to measure the mean, median and mode for all the races represented in the study. Also, there is the application of the measures of variation to including variance, standard deviation, and range. All these measures are essential in determining the distribution of data from the dataset provided. In statistics, central tendency refers to the typical or central value for the probability distribution (Anderson, 2015). It may also be referred to as a center or location of the distribution.
Table 1: Measures of Central Tendency (Mean, Median, and Mode)
Measure | American Indian / Alaska Native (includes Hispanic) (Rate per 100,000) | Asian / Pacific Islander (includes Hispanic) (Rate per 100,000) | Black (includes Hispanic) (Rate per 100,000) | Hispanic (any race) (Rate per 100,000) | White (includes Hispanic) (Rate per 100,000) |
Mean | 43.275 | 38.5125 | 70.06875 | 31.49375 | 62.725 |
Median | 43.85 | 38.9 | 71.4 | 32.1 | 64.55 |
Mode | n/a | 36.6 | n/a | 34.1 | 65.8 |
|
|
|
|
|
|
The table above shows the descriptive statistics for the data for all the races per 100,000 people in the United States of America. The samples were obtained from different hospitals across the United States. The mean, median, and mode were calculated based on the Microsoft Excel formulas.
Table 2: Measures of Variation: Variance, Standard Deviation, and Range
Measure | American Indian / Alaska Native (includes Hispanic) (Rate per 100,000) | Asian / Pacific Islander (includes Hispanic) (Rate per 100,000) | Black (includes Hispanic) (Rate per 100,000) | Hispanic (any race) (Rate per 100,000) | White (includes Hispanic) (Rate per 100,000) |
Variance | 27.71933 | 5.679833 | 45.428958 | 8.39928 | 26.162 |
Standard Deviation | 5.264915 | 2.3832 | 6.7401 | 2.89815 | 5.11488 |
Range | 19.7 | 7.8 | 21.6 | 9 | 15.6 |
Table 2 shows the results of measures of variation as computed from the Microsoft Excel formulas. The standard deviation was computed through finding the square root of variance. Also, the measurements were calculated based on 100,000 people (Weaver et al., 2017).
Analysis of the Descriptive Statistics
Table 1 indicates the results of the descriptive statistics. For the American Indian, the mean number of participants was 43.275 per 100, 000 people. For the Asian / Pacific Islander and the Black (includes Hispanic), the mean number of participants were 38.5125 and 70.06875 respectively per 100, 000 people. Finally, the mean for Hispanic and White races were 31.49375 and 62.725 respectively per 100, 000 people. From the descriptive statistics, the black community had the highest number of cancer patients followed by Whites. Hispanics had the least number of infections per 100,000 people. The data was recorded for the 16 successive years from 2000 to 2015. The result shows that cancer is more prevalent to the black community as the population has a higher rate of infections compared to other races. The highest rate if infection among the American Indian participants was 51.7 and the lowest rate was 32. Both the lowest and the highest rates were recorded in the year 2004. Among the Asian participants, the minimum rate of infections per 100, 000 people was 34 while the maximum rate stood at 41.8. These figures were recorded in the year 2014 and 2000 respectively.
Conclusion
The analysis shows mean, median and mode (measures for central tendency) for all the variables represented in the dataset, there is all the measures of variations including variance, standard deviation, and range. From the data, among the Whites, Hispanics, and blacks, the maximum rates of infections were 68.8, 35, and 79 respectively. The average rate of infections for the American Indians, Asians, Blacks, Hispanics, and Whites who participated in the research was 43.275, 38.5125, 70.06875, 31.49375, and 62.725 respectively.
References
Anderson, A. (2015). Statistics for big data for dummies. John Wiley & Sons.
Heumann, C., & Schomaker, M. (2016). Introduction to statistics and data analysis. Springer International Publishing Switzerland.
Weaver, K. F., Morales, V. C., Dunn, S. L., Godde, K., & Weaver, P. F. (2017). An introduction to statistical analysis in research: with applications in the biological and life sciences. John Wiley & Sons.