[Solved] Missing Data Unique Data

[Solved] Missing Data Unique Data

 

This assignment is designed to prepare you for the next phase of this class – data analysis and database design. Although you have been (inadvertently) using some of the ideas relevant to this next phase, this exercise arrives at those concepts from a practical standpoint. It is also a great way to get you to start thinking about the term project that will be due by end of teh term.

While it is handy to know how to retrieve data from a table, combine data from multiple tables, summarize it before reporting, it is just as important to look at the raw data and try to understand what it is communicating. Your analysis and reporting will depend on the accuracy and completeness of the data.

Look at the data provided in the following CSV files and determine if there are any issues that will require attention. Specifically, look for:

  1. Missing data
  2. Unique data
  3. unique data identified above in other tables (you can JOIN!)
  4. Misspelled or incomplete data (male vs mael vs M)
  5. Outliers

TASK: Use features in Excel to spot these errors. Common techniques include sorting and filtering.Links to an external site. They are powerful enough to help you deal with missing and misspelled values as well as outliers. There are many other functions in Excel (see resource below) that can help you with understanding your data. 

Resource: Excel functions. I used to link to a specific article but that link is now broken. I encourage you to use your preferred search engine and find sites you like that can help you – BingLinks to an external site., GoogleLinks to an external site., BraveLinks to an external site..

Data: VAERS data Download VAERS data(3 files in ZIP file) – UNZIP these into a folder first.

Submit (tips): A well-documented summary of the problems in the data linked above addressing items 1 – 5 that you were asked to look for. A grid like the one shown below may be used to organize your findings. You can do this in Google sheets or Excel and attach it here as a PDF using the headings shown below

Data fileColumn nameData issue observed (missing, misspelled, outlier, Unique)% of values with this issueImportance of addressing this issue (risk for ignoring). RecommendationOther observationsPreviousNext
 

[Solved] Even Help Build Relationships

[Solved] Even Help Build Relationships

Hello everyone,

My name is Crystal, I’m 28 years old, a single mom to a wonderful and loving daughter, I am currently pursuing a BA in Forensic Psychology, I enjoy painting, music, outdoors, and anything that lets me spend as much time with my daughter as possible. My goal is to live a comfortable lifestyle and put my daughter through college when the time comes. 

For my emotional intelligence test, my highest score was empathy, I scored 12 out of 15. I wasn’t to surprise by the results, I feel like they match decent with who I am as a person and the way I feel and interpret things. EI can help you gain skills to be more adjustable for jobs that require you to be personable and understanding of customers in a job setting or with fellow coworkers. EI can also improve your mental and physical health and even help build relationships with the outside world, like finding new friends, which helps you achieve your goals by making you more in depth of your emotions and surroundings. I would say my EI score would fall into self-care because I scored a 11 out of 15 and it would fall into social justice because my empathy score is 12 out of 15, my ethical judgement is 9 out of 15, self-regulation scored 9 out 15, and social awareness and conflict resolution scored 7 out of 15, I would say out of all of them self-care and social justice are the main two my EI score falls into. My emotional intelligence is okay according to the test. I’d like to learn how to boost my scores to become more aware of myself.

Crystal Thompson

Harper, J. (2023).  Psychology in the real world, 2nd ed.  Soomo Learning.  Foundations in Psychology and Emotional Intelligence / Page 1.6 Why Is Emotional Intelligence Important? Dr. McKnight

Remember to respond to two peers while being respectful of and sensitive to their viewpoints. Consider advancing the discussion in the following ways:

  • Post an article, video, or visual to reinforce a peer’s idea or challenge them to see their point from a different perspective.
  • Engage in conversation with your peers around EI. Consider asking a question or sharing your personal experience. Also consider asking advice from a peer who has a strength in a domain in which you have opportunity to develop.

[Solved] 2 – 3 Scholarly

[Solved] 2 – 3 Scholarly

Antecedents are stimuli that occur before a behavior and can influence behaviors. MOs and SDs are types of antecedents that play an important role in the occurrence of behaviors. Understanding the impact of these antecedents allows behavior analysts to manipulate these variables and influence client behavior in a meaningful way.

Instructions

For this assignment, use the template Motivating Operations and Discriminative Stimuli [DOCX].

  • This template has one column for similarities and one column for differences. In a bulleted format, fill in your analysis of the two concepts, placing similarities in the left column and differences in the right column.
    • There should be three examples in each column.

Once you fill out the similarities and differences, do the following below the columns:

  • Identify and describe three real situations from your environment or experience (please identify MOs and SDs in each of your examples).
    • There should be both an MO and SD in each example to show how these terms work together.
  • Identify which antecedent variable is the MO and which is the SD. Describe how they work together in the example you provided.

Assignment Requirements

Your assignment should meet the following requirements:

  • Written communication: Should be free of errors that detract from the overall message.
  • APA formatting: References and citations are formatted according to current APA style guidelines. Review Evidence and APALinks to an external site. for more information on how to cite your sources.
  • Resources: 2–3 scholarly or professional resources. Resources should include the course text and a combination of seminal works.
  • Length: 2–3 double-spaced pages of content, in addition to the title page and references page.

Refer to the MS in Applied Behavior Analysis (ABA) Research GuideLinks to an external site. for help finding resources.

Please refer to the MOs and SDs rubric to ensure you understand the grading criteria for this assignment.

[Solved] Also Consider Asking Advice

[Solved] Also Consider Asking Advice

Hello, my name is Willow and my major is in psychology with a concentration in mental health. 

Based on the emotional intelligence test my highest score was a tie between self-regulation and empathy. My results do reflect my current feelings about myself. I’ve been working in my mental health for months now and learning how to love myself. Emotional intelligence can help me overcome challenges and achieve my goals by allowing me to recognize the parts in myself that I need to change in order to become the person I want to be. It will also allow me the strength and emotional depth to overcome any obstacles. Awareness of your EI score can relate to self-care by allowing someone to be able to reflect on themselves and improve in the ways which would make them happy.

Remember to respond to two peers while being respectful of and sensitive to their viewpoints. Consider advancing the discussion in the following ways:

  • Post an article, video, or visual to reinforce a peer’s idea or challenge them to see their point from a different perspective.
  • Engage in conversation with your peers around EI. Consider asking a question or sharing your personal experience. Also consider asking advice from a peer who has a strength in a domain in which you have opportunity to develop.

[Solved] Others Researched

[Solved] Others Researched

For this discussion think about your study and discuss how the information is coming together for you. For example, what is your study design and what makes sense about selecting the design as opposed to another design. What is the relevance of conducting a literature review for your study? Are you replicating a study; have others researched in this area? The point of this discussion is for you to just discuss your experience with learning about research and think about if it making sense, as related to your future endeavors. I will not hold you to the rubric this week. I am looking for feedback and to make sure you are on track to complete the work

[Solved] 1 ¿ 2 Sentences

[Solved] 1 ¿ 2 Sentences

Overview

Before researching a behavior, it is important to first identify and define it. All experiments must have a behavior (dependent variable), at least one participant, and a setting where they take place. For this assignment, you will start writing the Introduction and the Methods section of your hypothetical behavior analytic study. Consider an area of research that interests you. Then, select a specific behavior, population, and setting for your hypothetical study.

Instructions

Complete the following sections of your hypothetical behavior analytic study. Use the Hypothetical Behavior Analytic Study Template [DOCX] to complete this assignment. For each assignment you will add new sections.

Introduction

Select and operationally define a dependent variable (behavior) for your hypothetical behavior analytic study. Your operational definition should be brief (1¿2 sentences), objective, clear, and complete.

  • Objective refers to unambiguous description of the behavior; void of mentalistic words. An operational definition that meets the objective criteria is one that is observable and measurable.
  • Clear refers to what a person says or does; the topography is clearly defined in such a manner that two observers will have a high agreement when the behavior is observed.
  • Complete refers to the boundaries of what is included and excluded. To discriminate the boundaries of the operational definition, include examples and nonexamples with minimal differences.

For more information about writing an operational definition, review the following information in your Applied Behavior Analysis text.

  • Hawkins and Dobes’s three characteristics (top of page 70).
  • Morris’s three criteria for testing a definition (page 70).

Discuss the social significance of the behavior and why your research should address it.

Methods: Participants and Setting

Identify the participants that were targeted in the hypothetical study (diagnosis, age, other important information) and the setting where the study took place. This will be the start of the methods section (participants and setting).

Additional Requirements

Your assignment should meet the following requirements:

  • Written communication: Writing is free of errors that detract from the overall message.
  • APA formatting: References and citations are formatted according to current APA style guidelines. Review Evidence and APALinks to an external site. for more information on how to cite your sources.
  • Resources: A sufficient number of scholarly or professional resources.
  • Length: 2–3 double-spaced pages, not including the title page or reference page.
  • Font and font size: Times New Roman, 12 point.

Competencies Measured

By successfully completing this assignment, you will demonstrate your proficiency in the following course competencies and scoring guide criteria:

  • Competency 1: Apply techniques of behavioral measurement and data display.
    • Select and operationally define an appropriate behavior for a hypothetical behavior analytic study.
    • Explain the social significance of the behavior chosen.
    • Describe the participants and setting used in the hypothetical study.
  • Competency 4: Communicate in a manner that is scholarly and consistent with expectations for professionals in the field of psychology.
    • Demonstrate an academic writing style through well-organized prose that follows assignment guidelines.
    • Demonstrate compliance with current APA style, citation, and referencing guidelines.

[Solved] Reference Page Include Speaker

[Solved] Reference Page Include Speaker

Power Point 

Topic Gestational Hypertension & Preeclampsia ACOG Practice Guideline #222

  • ACOG Practice Guideline including the number
  • Clinical presentation of the topic/issue
  • Diagnosing (labs, diagnostics, & why)
  • Management options
  • Be creative with pictures / PowerPoint 
  • Discussion should not be more than 30 minutes
  • atleast 20 slides with reference page
  • include speaker notes 

[Solved] Apa Form Use Current

[Solved] Apa Form Use Current

Topic: Delegation

How comfortable do you believe most RNs are in the role of delegator to UAP?

 A brief introductory paragraph introduces the topic of the discussion. APA form

Use current literature (5 years old or less) to support your views. Be sparing in your use of quotes. Learn to paraphrase the information you are sharing from a source. A paragraph at the end gives a brief summary of the discussion. The initial posting for each topic should be a minimum of 500 words in length (not including the references).

[Solved] Dissemination Strategies Require Clearly

[Solved] Dissemination Strategies Require Clearly

Respond to at least two of your colleagues on two different days by offering additional ideas to overcome the barriers to strategies suggested by your colleagues and/or by offering additional ideas to facilitate dissemination.

1.            The first step in the dissemination process is identifying stakeholders. Once stakeholders have been identified, you must build a rapport before presenting your information (Gllagher-Ford et al., 2011). You then need to plan how you are going to engage stakeholders and how you will deliver the information to them.

            Dissemination strategies require clearly defined goals, sources, and audiences (Crable et al., 2023). Strategies that best suit me are a mixture of traditional and social media. For traditional, I would like to create a PowerPoint to present to stakeholders. For social media, I could create a social media platform to raise awareness on the topic being discussed. I chose PowerPoint because they are typically easy for everyone to follow, and it can be printed so stakeholders can take notes during the presentation if they would like. I chose a social media platform because social media allows information to be delivered rapidly to a large group of people (Bhatt et al., 2021).

            Barriers that may be encountered while using PowerPoint to disseminate evidence-based practice are having a computer and a projector to show the information, and depending on where you are presenting, this may not be available. To overcome this barrier, I would go to the site before the presentation and scope out the resources that I may need to bring with me to the presentation. Despite being widely used, stakeholders may have differing opinions on using social media to spread information about their organization.  I would talk with stakeholders beforehand and learn their opinions on the use of social media. It may be that they are okay with using social media, just that there are certain things they do not want to be shared about their organization. Talking with them beforehand would allow me to use social media and respect their opinions.

Bhatt, N. R., Czarniecki, S. W., Borgmann, H., van Oort, I. M.,Esperto, F., Pradere, B., van Gurp, M., Bloemberg, J., Darraugh, J., Roupret, M., Loeb, S., N’Dow, J., Ribal, M. J., & Giannarini, G. (2021). A Systematic Review of the Use of Social Media for Dissemination of Clinical Practice Guidelines. European Urology Focus7(5), 1195–1204. https://doi.org/10.1016/j.euf.2020.10.008

Erika L. Crable, Colleen M. Grogan, Jonathan Purtle, Scott C. Roesch, & Gregory A. Aarons. (2023). Tailoring dissemination strategies to increase evidence-informed policymaking for opioid use disorder treatment: study protocol. Implementation Science Communications4(1), 1–14. https://doi.org/10.1186/s43058-023-00396-5

Gallagher-Ford, L., Fineout-Overhold, E., Melnyk, B.M. &  Stillwell, S.B. (2011). Evidence-based practice step-by-step:  Implementing an evidence-based practice changeLinks to an external site.. American Journal of Nursing, 111(3), 54-60

2. To disseminate EBP, I would be most likely to use posters and social media. Posters are versatile and can help merge the strengths of oral presentations and published works (White et al., 2021, p. 257) Depending on where information is disseminated, presenters can verbally present information while having a visual aid for passersby. One barrier to poster use would be choosing what information to present with limited space. There are certain standards for research posters, but with an EBP project, the presenter may have control over fonts and colors to make it visually appealing. Posters also give presenters the option to interact with interested parties. They can add anecdotes and personality to the poster. While listeners may not remember all the information on the poster, they are much more likely to remember a funny story or a smiling face.  My second choice of dissemination would be social media. There are several nuances to using social media and navigating and not being in control of how information is received and redistributed can be a barrier, but it is undoubtedly the most timely and cost-effective way to reach vast and diverse audiences. Posts/tweets, online newsletters, and blogs are all possibilities for distributing information. It may not be the best way to present lots of statistics and technical information, but it can be used to start discussions and help people engage with research (Lord et al., 2019). It also allows the public to be aware of new advancements. Social media can be used to divulge high points and digestible information and offer to link full studies for those interested. Social media is also immediate making it a timelier option. The method I would be least inclined to use is journal publications. Every journal has specific formats for the articles they publish. If my goal is to get published, my reporting and organization methods would need to reflect those standards. Manuscripts are permanent once published. They can be updated or debunked but, like social media, there will always be proof of it. The biggest barrier to manuscripts is the length of time it takes from the study to publication. As we see, healthcare moves fast, and best practices are constantly changing. It may take years to research, complete the study/project, and make all revisions necessary to get published. By then, the research may be obsolete. This is a universal problem but as a DNP, the focus is improving the practice of nursing. That is not possible to do with outdated information. While it is important that research reaches wide audiences, it is my philosophy to personally connect with nurses working directly with patients to improve nursing practice at the patient-facing level. It’s imperative that those nurses be included in quality improvement efforts to ensure that new protocols are feasible and create better workflows (Siedlecki, 2023). 

References 

Lord, S. E., Seavey, K. M., Oren, S. D., Budney, A. J., & Marsch, L. A. (2019). Digital presence of a research center as a research dissemination platform: Reach and resources. JMIR Mental Health, 6(4), e11686. https://doi.org/10.2196/11686 

Siedlecki, S. L. (2023). Translational science. Clinical Nurse Specialist, 37(2), 54–57. https://doi.org/10.1097/nur.0000000000000728 

White, K. M., Dudley-Brown, S., & Terhaar, M. F. (2021). Translation of evidence into nursing and healthcare (3rd ed., pp. 255–268). Springer Publishing Company. 

[Solved] Experiments Continuously Together

[Solved] Experiments Continuously Together

Using statistics (collecting data and making decisions) helps prevent the number of mistakes or wrong decisions that are made.  By using data, there is a clearer answer to a decision as opposed to going with a gut decision, which may not be consistent for a variety of reasons.  What are your thoughts on using data to make most or all of the decisions for a patient?  After this data is collected and analyzed using the method that was described in the initial question. Do you think it is appropriate to run these kinds of experiments continuously together this kind of information? Or do you think there are downsides to using the scientific method in this way?