Had to add some more information.
Immediate access to the full model answer, formatted citations, and rubric breakdown.
Have this question answered from scratch according to your specific instructions and deadline.
Order on TutorsGallery →Had to add some more information.
In-depth study guidance and analytical solution covering Week 3 reflect (class 2).
Immediate access to the full model answer, formatted citations, and rubric breakdown.
Have this question answered from scratch according to your specific instructions and deadline.
Order on TutorsGallery →Full assignment prompt and step-by-step guidance are included in the downloadable solution file.
Pedro Introduction In nursing research and evidence-based practice, descriptive statistics are essential tools that enable Doctor of Nursing Practice (DNP) students to comprehend, analyze, and utilize data effectively. This provides a crucial foundation for understanding what the data are saying. Wh…
Immediate access to the full model answer, formatted citations, and rubric breakdown.
Have this question answered from scratch according to your specific instructions and deadline.
Order on TutorsGallery →Pedro
Introduction
In nursing research and evidence-based practice, descriptive statistics are essential tools that enable Doctor of Nursing Practice (DNP) students to comprehend, analyze, and utilize data effectively. This provides a crucial foundation for understanding what the data are saying. When examining literature or conducting a capstone project, it is absolutely essential to have a solid grasp of the nature, trends, and overall picture that the data present, along with the empirical evidence that forms the foundation for any decisions that might be made.
Descriptive statistics provide three main types of information: averages (mean, median, mode), the dispersion of the data (range, standard deviation, interquartile range), and the shape of the data distribution (percentiles, quartiles, z-scores) (Field, 2018). These tools help synthesize large volumes of raw data into understandable formats. As Hallett (1997) explains, these statistics allow for systematic description of phenomena in nursing, such as symptom burden, patient demographics, or the frequency of follow-up appointments.
One of the most basic and useful is an understanding of a dataset's central tendency. Measures of central tendency—like the mean, median, and mode—help DNP students get a grasp on the average or most common values within a given dataset.
For example, in my project on oncology survivorship, a study may report the mean age of breast cancer survivors, the standard deviation of their anxiety scores, or the percentage of patients experiencing fatigue. These statistics offer a snapshot of the sample characteristics and can help determine whether findings are relevant to the population that I am working with.
Alongside measures of central tendency, measures of variability are another aspect of descriptive statistics. Statistics books on the subject often dedicate a few pages to this topic, even if they do so in an elementary fashion. In tandem with understanding the mean, median, and mode, a student of statistics should also understand the range, variance, and standard deviation. DNP students especially need to grasp these concepts because they are fundamental building blocks for moving into more complex investigations of phenomena.
Furthermore, positional statistics like percentiles and quartiles shed light on the relative positioning of specific data points in a distribution (The Doctoral Journey, 2021). Take, for example, a DNP student examining the body mass index (BMI) of a specific cohort of patients. Knowing that one of these patients falls in the 75th percentile allows the student to make a much clearer and more insightful judgment about the patient's weight status than if she were simply considering the BMI number in isolation.
In my DNP project, which focuses on a survivorship program for oncologic patients, descriptive statistics will be essential for both pre- and post-implementation evaluations. In my capstone projects involving structured survivorship care, I will be able to collect descriptive data on various variables, including patient satisfaction scores, the number of unmet needs identified during visits, and referral rates to supportive services. For instance, a pre-implementation survey might reveal that 65% of oncology survivors did not receive a care plan after treatment. Post-implementation data might show that 90% now receive one, with a corresponding increase in satisfaction from a median score of 3.1 to 4.5 on a 5-point scale. These examples illustrate measures of frequency and central tendency, demonstrating program effectiveness. The use of visual aids—such as frequency tables, pie charts, and histograms—enhances comprehension, especially for stakeholders unfamiliar with statistical jargon (The Doctoral Journey, 2022). These visuals can help convey data trends to healthcare teams and administrative leaders, facilitating data-driven decisions.
Conclusion
Descriptive statistics are essential for DNP students, as they play a crucial role in both literature appraisal and the implementation of capstone projects. These students significantly benefit from using descriptive statistics throughout their exploration of existing literature and during their own capstone projects. They not only guide initial assessments but also support outcome evaluation and program refinement—particularly in projects like mine aiming to improve survivorship care in oncology. It allows me to summarize and provide a clear picture of the nature of the data I am working with.
References
Hallett C. (1997). The use of descriptive statistics in nursing research. _Nurse Researcher_, _4_(4), 4–16.
Fulk, G. (2023). Descriptive Statistics, An Important First Step. _Journal of Neurologic Physical Therapy_, _47_(2), 63. https://doi.org/10.1097/NPT.0000000000000434
The Doctoral Journey. (2022, February 23). _Descriptive statistics, part 1_ [Video]. YouTube.
In-depth study guidance and analytical solution covering Week 4 reflect (class 2).
Immediate access to the full model answer, formatted citations, and rubric breakdown.
Have this question answered from scratch according to your specific instructions and deadline.
Order on TutorsGallery →Full assignment prompt and step-by-step guidance are included in the downloadable solution file.
Tamara: **Introduction** Descriptive statistics are a crucial component of the study methodology that enables Doctor of Nursing Practice (DNP) students to evaluate, interpret, and apply evidence-based findings to clinical practice. For Doctor of Nursing Practice (DNP) students, particularly those un…
Immediate access to the full model answer, formatted citations, and rubric breakdown.
Have this question answered from scratch according to your specific instructions and deadline.
Order on TutorsGallery →Tamara:
**Introduction**
Descriptive statistics are a crucial component of the study methodology that enables Doctor of Nursing Practice (DNP) students to evaluate, interpret, and apply evidence-based findings to clinical practice. For Doctor of Nursing Practice (DNP) students, particularly those undertaking capstone projects, understanding descriptive statistics is crucial for evaluating the quality and relevance of evidence. Descriptive statistics give a summary of variables, trends, and distributions by organizing and summarizing data. This is especially helpful when gathering information on particular clinical conditions or examining existing research.
Descriptive statistics offer several types of information, including measures of central tendency (mean, median, mode), measures of variability (range, standard deviation), and frequency distributions. These statistics help readers quickly grasp the characteristics of a study population or a clinical phenomenon. These measures help identify patterns in data and provide clarity about sample attributes and clinical metrics. As Polit and Beck (2021) point out, descriptive statistics are not only helpful for inferential analysis; they are crucial, especially in studies that aim to illustrate a clinical situation or identify differences in how patients respond. For example, a study looking at how often chemotherapy causes nerve damage found that 65% of participants had moderate to severe symptoms, which lasted an average of 8.2 weeks. This simple summary allows the DNP student to assess symptom prevalence and relevance to their population of interest.
When examining literature, DNP students often encounter descriptive statistics in the form of tables or figures that summarize patient demographics, including age, gender, race, and education level, as well as clinical variables such as diagnosis, stage of disease, or treatment regimen (Polit & Beck, 2021). As Turner and Houle (2019) point out, reporting descriptive statistics transparently improves research quality and enables readers to assess the generalizability and relevance of findings. DNP students can use these statistics to determine sample representativeness and evaluate baseline and post-intervention outcomes in the capstone projects. For example, when testing a structured follow-up plan to find out about chemotherapy-induced peripheral neuropathy (CIPN), students can gather information from patients before and after the plan is put in place, like average numbness scores, the percentage of patients who say they have balance issues, and how often they face problems due to neuropathy.
Descriptive statistics have a distinct but no less important function in my capstone projects: they provide an initial examination of the data gathered. If I survey colon cancer patients to assess the severity of peripheral neuropathy, descriptive statistics might include the mean neuropathy score on a numeric pain rating scale, the percentage of patients reporting tingling or numbness, or the average number of chemotherapy cycles completed. These statistics help frame the scope of the problem and set the stage for further analysis or intervention planning (Fisher & Marshall, 2009).
Moreover, descriptive statistics are essential for ensuring transparency and rigor in reporting. According to Turner and Houle (2019), presenting descriptive data can prevent misinterpretation and promote reproducibility.
Videos such as “Descriptive Statistics, Part 1 and 2” by The Doctoral Journey (2022) emphasize the importance of descriptive statistics as the foundation of quantitative analysis. These resources highlight how they help clarify patterns, inform clinical decisions, and guide the development of evidence-based practices.
Conclusion
Descriptive statistics play a crucial role in both literature evaluation and project data analysis for DNP students. By understanding and applying these statistics, students can better interpret study findings, align research with clinical practice, and enhance the credibility of their capstone projects. Whether exploring neuropathy patterns in colon cancer patients or reviewing demographic distributions in published research, descriptive statistics provide clarity, context, and confidence in decision-making.
**References**
Fisher, M. J., & Marshall, A. P. (2009). Understanding descriptive statistics. _Australian Critical Care, 22_(2), 93–97. [https://doi.org/10.1016/j.aucc.2008.11.003](https://doi.org/10.1016/j.aucc.2008.11.003)
Polit, D. F., & Beck, C. T. (2021). _Nursing research: Generating and assessing evidence for nursing practice_ (11th ed.). Wolters Kluwer.
The Doctoral Journey. (2022a, February 23). _Descriptive statistics, part 1_ [Video]. YouTube. [https://youtu.be/8Iklj-lf1fY](https://youtu.be/8Iklj-lf1fY)
The Doctoral Journey. (2022b, February 24). _Descriptive statistics, part 2_ [Video]. YouTube. [https://youtu.be/ZkEjYloGRIE](https://youtu.be/ZkEjYloGRIE)
Turner, D. P., & Houle, T. T. (2019). Conducting and Reporting Descriptive Statistics. _Headache: The Journal of Head & Face Pain, 59_(3), 300–305. [https://doi.org/10.1111/head.13489](https://doi.org/10.1111/head.13489)
During a management meeting, Blair, Steven, and Jarrett discussed a serious problem with the master patient index (MPI) at Aubreyville Regional Hospital. Blair, Aubreyville’s HIM Director told the team that she had noticed a drastic increase in the requests to combine duplicate medical record number…
Immediate access to the full model answer, formatted citations, and rubric breakdown.
Have this question answered from scratch according to your specific instructions and deadline.
Order on TutorsGallery →During a management meeting, Blair, Steven, and Jarrett discussed a serious problem with the master patient index (MPI) at Aubreyville Regional Hospital. Blair, Aubreyville’s HIM Director told the team that she had noticed a drastic increase in the requests to combine duplicate medical record numbers. Blair’s team is responsible for the actual merging of the duplicate numbers. Typically, HIM identifies the duplicates or another department locates them and contacts the HIM department. Blair had asked her team to keep a count of how many pairs are merged so the data can be trended daily, weekly, monthly, and yearly. After her last audit, Blair created a line graph to show the progress or decline of duplicate medical record number creation.
Steven, Patient Registration and Admitting Director at Aubreyville, worked closely with Blair to ensure he understood which of his team members were inadvertently creating the duplicate numbers during the registration process. Through this work, Steven was able to pinpoint which of his staff members was more error-prone than others. Jarrett, Information Services Director, was also a great resource because he provided reports that were generated out of the hospital information system (HIS).
After discussing the upward trend, the team decided that a root cause analysis should be performed to fully understand the impact of a MPI that contains numerous duplicates. The deep dive into the analysis would be a multi-faceted review that would take place over a week. Jarrett was tasked with generating daily reports to show potential duplicate creation. The report would contain the employee numbers so that Steven could drill down and aggregate the number of duplicates created by each of his registration staff members. If certain staff members continued to create multiple duplicates, Steven would know that additional training was needed. During the review period, Blair would also trend out the number of duplicates cleaned by her team. Through all these efforts, the team could develop training and communication opportunities.
At the end of the review period, the team reviewed the results. They learned that a few registrars were creating nearly all the duplicate errors. Steven determined that those staff members would be retrained and audited on a regular basis. Blair and Jarrett agreed to keep reporting available to provide Steven with information to track improvement. The team was satisfied that they had a good plan to follow going forward.
1. Why did the areas of registration, HIM, and IS all need to provide input to solve the duplicate medical record problem?
2. A few registrars made nearly all the duplicate errors. Why did these registrars need to be retrained?
3. Why do Blair and the HIM team trend out the number of duplicates that they resolve?
SENARIO
The release of information (ROI) function at Delaney Hospital is outsourced to Green Release Company. Green Release Company handles all release of information activities, including providing computer equipment and personnel to track the release of records. The company is a small family-owned business that focuses on high integrity and getting the records released in an expedited manner. Unfortunately, the chart release software used by Green Release Company is quite outdated. The software was created when the company started to provide services. The software has never been replaced because it has always been reliable and met Green Release Company’s needs.
Gina, Quality & Privacy Director at Delaney, recently performed a HIPAA audit on all privacy and security-related processes. One of the key services that Gina reviewed in the HIM department was the release of information function. Gina was satisfied with the audit and found that Green Release Company was compliant in nearly all areas. One concern that Gina discussed with Cesar, HIM Director, involved the software that Green Release was currently using.
Gina explained that the accounting of disclosure requirements was not all being logged appropriately in the system. HIPAA requires all covered entities to establish a tracking mechanism and reporting process that includes the following: date of disclosure, name and address of the entity or person who received the PHI, description of the PHI disclosed, and statement of reason for disclosure.
During her audit, Gina felt that there was no true description of the PHI disclosed being populated in the description section of the software. She felt this could be a risk because the description is not typed out for tracking purposes. Gina proposed to Cesar that a requirement be placed on the description cell so that the person entering the request would not be able to bypass entering the description. This would help ensure that the description is populated correctly on every request. Cesar agreed that this would be an easy fix and that it is much better to be certain the data is required on every request. Cesar agreed to contact his representative at Green to determine next steps to make this system change.
1`. Why does Gina perform regular audits such as the accounting of disclosure review?
2. Green Release Company is an external company providing services. Do you think Delaney Hospital and other hospitals using their services should verify that Green Release Company's systems and processes follow HIPAA?
3. When Cesar contacts Green Release Company, how do you think he will approach the topic? What can Cesar do if Green Release Company refuses to make the updates to the system?
COMPLETE THE WORKSHEEET THAT IS UPLOADED BELOW. Select an image from the [Module One Journal Images Word](https://learn.snhu.edu/content/enforced/1976281-PSY-328-10895.202556-1/course_documents/PSY%20328%20Module%20One%20Journal%20Images.docx?_&d2lSessionVal=fLB4RXEQe8Ov5HCvDP16evCJb&ou=1332513&ou=1976281) document and use the [Module One Journal Template Word Document](https://learn.snhu.edu/content/enforced/1976281-PSY-328-10895.202556-1/course_documents/PSY%20328%20Module%20One%20Journal%20Template.docx?_&d2lSessionVal=fLB4RXEQe8Ov5HCvDP16evCJb&ou=1332513&ou=1976281) to answer the following questions.
\
PSY328ModuleOneJournalTemplate.docx](https://www.sweetstudy.com/files/psy328moduleonejournaltemplate-docx-10338753 "PSY328ModuleOneJournalTemplate.docx")
\
PSY328ModuleOneJournalImages.docx](https://www.sweetstudy.com/files/psy328moduleonejournalimages-docx-10338759 "PSY328ModuleOneJournalImages.docx")
– ## childabuse5.docx **## childabuse5.docx** **Readings and Resources** · Child Maltreatment, An Introduction: Chapter 4 · [Recognizing Child Abuse: Sexual Abuse](http://sunyempire.idm.oclc.org/login?url=https://fod.infobase.com/PortalPlaylists.aspx?wID=16071&xtid=47465) (Films on Demand video, 12:…
Immediate access to the full model answer, formatted citations, and rubric breakdown.
Have this question answered from scratch according to your specific instructions and deadline.
Order on TutorsGallery →– ## childabuse5.docx
**## childabuse5.docx**
**Readings and Resources**
· Child Maltreatment, An Introduction: Chapter 4
·
[Recognizing Child Abuse: Sexual Abuse](http://sunyempire.idm.oclc.org/login?url=https://fod.infobase.com/PortalPlaylists.aspx?wID=16071&xtid=47465) (Films on Demand video, 12:56, captioned)
Child Sexual Abuse (CSA), while the least common form of maltreatment, has long lasting effects depending upon severity and duration. It is heterogeneous and occurs in all socioeconomic groups. Acts of CSA can be perpetrated by men or women alike either by individuals the child knows or trusted family/friends.
Forms of CSA include:
· sexual assault
· rape
· incest
· child sex trafficking
Some indicators of child sexual abuse that human service workers/medical professionals should be aware of include but are not limited to:
· presence of a sexually transmitted disease in a child who has not yet experienced puberty
· overly sexualized behavior
· somatic issues
· presence of oral injuries
Children who have a history of physical abuse and/or neglect may also experience CSA. Children most at risk for CSA and/or physical abuse include those:
· have existing mental health issues
· substance abuse either parental or the child
· live in home environments with:
· single parents/absentee parents
· domestic violence
· low or absent warmth from a caregiver
· high poverty (Murray, Nguyen, & Cohen, 2014)
Much of the research on adults who have experienced CSA rely on retrospective reports or surveys where participants accurate recall of information may be problematic. However, given issues related to surveying children after disclosure of CSA, much research on adults relies on self-report. Additionally, reports of CSA often go under reported either due to shame, guilt, or feelings of responsibility for the abuse itself or not reporting the abuse sooner (Murray et al., 2014).
**References**
Currie, J., & Spatz Widom, C. (2010). Long-term consequences of child abuse and neglect on adult economic well-being. ;
_Child Maltreatment_, ;
_15_(2), 111-120.
Fuller-Thomson, E., & Agbeyaka, S. (2020). A trio of risk factors for childhood sexual abuse: Investigating exposure to parental domestic violence, parental addiction, and parental mental illness as correlates of childhood sexual abuse.
_Social Work_,
_65_(3), 266-277.
Leeb, R. T., Lewis, T., & Zolotor, A. J. (2011). A review of physical and mental health consequences of child abuse and neglect and implications for practice.
_American Journal of Lifestyle Medicine_,
_5_(5), 454-468.
Manay, N., & Collin-Vézina, D. (2021). Recipients of children’s and adolescents’ disclosures of childhood sexual abuse: A systematic review.
_Child Abuse & Neglect_,
_116_, 104192.
Murray, L. K., Nguyen, A., & Cohen, J. A. (2014). Child sexual abuse.
_Child and Adolescent Psychiatric Clinics of North America_,
_23_(2), 321.
Shaw, M., & De Jong, M. (2012). Child abuse and neglect: a major public health issue and the role of child and adolescent mental health services.
_The Psychiatrist_,
_36_(9), 321-325.
ASSIGNMENT – 1 ½ pages
consider the following questions:
· What age groups are most vulnerable to child sexual abuse? Why?
· What risk factors for CSA should we be aware of?
· While some victims of CSA grow up to be offenders themselves, the majority of them do not. Why do you think this is so?
· What are some possible avenues for intervention? What are some plausible treatments that we could suggest?
**## childabuse5.docx**
**Readings and Resources**
· Child Maltreatment, An Introduction: Chapter 4
·
[Recognizing Child Abuse: Sexual Abuse](http://sunyempire.idm.oclc.org/login?url=https://fod.infobase.com/PortalPlaylists.aspx?wID=16071&xtid=47465) (Films on Demand video, 12:56, captioned)
Child Sexual Abuse (CSA), while the least common form of maltreatment, has long lasting effects depending upon severity and duration. It is heterogeneous and occurs in all socioeconomic groups. Acts of CSA can be perpetrated by men or women alike either by individuals the child knows or trusted family/friends.
Forms of CSA include:
· sexual assault
· rape
· incest
· child sex trafficking
Some indicators of child sexual abuse that human service workers/medical professionals should be aware of include but are not limited to:
· presence of a sexually transmitted disease in a child who has not yet experienced puberty
· overly sexualized behavior
· somatic issues
· presence of oral injuries
Children who have a history of physical abuse and/or neglect may also experience CSA. Children most at risk for CSA and/or physical abuse include those:
· have existing mental health issues
· substance abuse either parental or the child
· live in home environments with:
· single parents/absentee parents
· domestic violence
· low or absent warmth from a caregiver
· high poverty (Murray, Nguyen, & Cohen, 2014)
Much of the research on adults who have experienced CSA rely on retrospective reports or surveys where participants accurate recall of information may be problematic. However, given issues related to surveying children after disclosure of CSA, much research on adults relies on self-report. Additionally, reports of CSA often go under reported either due to shame, guilt, or feelings of responsibility for the abuse itself or not reporting the abuse sooner (Murray et al., 2014).
**References**
Currie, J., & Spatz Widom, C. (2010). Long-term consequences of child abuse and neglect on adult economic well-being. ;
_Child Maltreatment_, ;
_15_(2), 111-120.
Fuller-Thomson, E., & Agbeyaka, S. (2020). A trio of risk factors for childhood sexual abuse: Investigating exposure to parental domestic violence, parental addiction, and parental mental illness as correlates of childhood sexual abuse.
_Social Work_,
_65_(3), 266-277.
Leeb, R. T., Lewis, T., & Zolotor, A. J. (2011). A review of physical and mental health consequences of child abuse and neglect and implications for practice.
_American Journal of Lifestyle Medicine_,
_5_(5), 454-468.
Manay, N., & Collin-Vézina, D. (2021). Recipients of children’s and adolescents’ disclosures of childhood sexual abuse: A systematic review.
_Child Abuse & Neglect_,
_116_, 104192.
Murray, L. K., Nguyen, A., & Cohen, J. A. (2014). Child sexual abuse.
_Child and Adolescent Psychiatric Clinics of North America_,
_23_(2), 321.
Shaw, M., & De Jong, M. (2012). Child abuse and neglect: a major public health issue and the role of child and adolescent mental health services.
_The Psychiatrist_,
_36_(9), 321-325.
ASSIGNMENT – 1 ½ pages
consider the following questions:
· What age groups are most vulnerable to child sexual abuse? Why?
· What risk factors for CSA should we be aware of?
· While some victims of CSA grow up to be offenders themselves, the majority of them do not. Why do you think this is so?
· What are some possible avenues for intervention? What are some plausible treatments that we could suggest?
DISCUSSION 1 Take the big five personality test before completing this discussion. Reflect on your own personality traits and how they align with the Five Factor Model (also known as the Big Five personality traits: openness, conscientiousness, extraversion, agreeableness, and neuroticism). Share a …
Immediate access to the full model answer, formatted citations, and rubric breakdown.
Have this question answered from scratch according to your specific instructions and deadline.
Order on TutorsGallery →DISCUSSION 1
Take the big five personality test before completing this discussion.
Reflect on your own personality traits and how they align with the Five Factor Model (also known as the Big Five personality traits: openness, conscientiousness, extraversion, agreeableness, and neuroticism). Share a personal example with the class, describing a situation where you believe one or more of these traits were particularly evident in your behavior or reactions.
Next, identify which of the Five Factor Model traits you believe best describes your behavior in the example you provided. Explain why you think this trait is a prominent aspect of your personality and how it influences your thoughts, feelings, and actions in various situations.
DISCUSSION 2
In our daily lives, we encounter various stressors and challenges that require us to cope and adapt. One way we do this is through coping strategies, which can be categorized into problem-focused coping (where we tackle the stressor itself) and emotion-focused coping (where we manage the emotional response to the stressor).
For this discussion, please share an example from your own life when you used either problem-focused or emotion-focused coping strategies to deal with a stressful situation.
Reflect on how effective these strategies were in helping you navigate the situation and any insights you gained from the experience.
After sharing your experience, read through two classmates' posts and consider their examples of stress regulation techniques. Respond to two classmates, offering feedback on their experiences and discussing any similarities or differences between their approaches and yours.
In-depth study guidance and analytical solution covering HP Discussion # 1.
Immediate access to the full model answer, formatted citations, and rubric breakdown.
Have this question answered from scratch according to your specific instructions and deadline.
Order on TutorsGallery →Full assignment prompt and step-by-step guidance are included in the downloadable solution file.
In-depth study guidance and analytical solution covering Post 1 class 501.
Immediate access to the full model answer, formatted citations, and rubric breakdown.
Have this question answered from scratch according to your specific instructions and deadline.
Order on TutorsGallery →Full assignment prompt and step-by-step guidance are included in the downloadable solution file.