Tag: Applied Sciences

  • [Solved] Ch 15 question

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    5 sentences per question \ IMG_4063.png](https://www.sweetstudy.com/files/img-4063-png "IMG_4063.png")

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    5 sentences per question
    \
    IMG_4063.png](https://www.sweetstudy.com/files/img-4063-png "IMG_4063.png")

  • [Solved] Ch15 discussion

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    250 word minimum \ IMG_4064.png](https://www.sweetstudy.com/files/img-4064-png "IMG_4064.png")

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    250 word minimum
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  • [Solved] Discussion 3.3

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    \ IMG_4065.png](https://www.sweetstudy.com/files/img-4065-png "IMG_4065.png")

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    IMG_4065.png](https://www.sweetstudy.com/files/img-4065-png "IMG_4065.png")

  • [Solved] Review PP Presentation

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    Review TOUS Theory PP presentation.

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    Review TOUS Theory PP presentation.

  • [Solved] Testing to Find Relationships Among Many Variables

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    Testing to Find Relationships Among Many Variables ## **Introduction** Both multiple regression and logistic regression testing are used to evaluate the relative predictive contribution of each of several independent variables on a dependent variable. When the researcher, using common sense and evid…

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    Testing to Find Relationships Among Many Variables
    ## **Introduction**
    Both multiple regression and logistic regression testing are used to evaluate the relative predictive contribution of each of several independent variables on a dependent variable. When the researcher, using common sense and evidence from the literature, selects a narrow set of independent variables that she or he believes are important or useful in predicting an outcome (dependent variable), it is said that a predictive model is being created to explain the phenomena being studied.
    ## **Preparation**
    You are encouraged to review the multiple and logistic regression materials from previous weeks. Then, review How to Choose a Statistical Test and the test-selection tutorials linked in the Resources to determine which test is most likely to be appropriate for your data type.
    ## **Instructions**
    Using the Framingham study data set, perform and interpret statistical tests that answer the following research questions. Then, provide a written analysis of your results.
    – Demonstrate how baseline BMI, age, and smoking status (variables: bmi1, age1,cursmoke1) can be used to predict baseline glucose (variable: glucose1).
    – How do baseline glucose, cholesterol, systolic blood pressure, and BMI (variables: glucose1, totchol1, sysbp1, and bmi1) affect the likelihood that a participant will have coronary heart disease by the time of the third examination (variable: prevchd3)?
    ### **Written Analysis Format and Length**
    Format your analysis using APA style.
    – An APA Style Paper Tutorial is provided to help you in writing and formatting your analysis.
    – Your analysis should be 2–3 pages in length, not including the title page and references page.
    **Note:** The requirements outlined below correspond to the grading criteria in the rubric. Be sure that your statistical analysis addresses each point, at a minimum. You may also want to read the rubric to better understand how each criterion will be assessed.
    – Perform the appropriate statistical tests (based on the assumption test).
    – Provide your rationale for test selection.
    – Interpret the results of your statistical tests for each research question.
    – Consider associated caveats and limitations.
    – Explain how either multiple or logistic regression statistical techniques might be used to understand a complex system in public health.
    – Provide a 1–2-paragraph explanation, with 1–2 supporting references.
    – Write clearly and concisely, using correct grammar, mechanics, and APA formatting.
    – Write for an academic audience, using appropriate statistical terminology, style, and form.
    – Express your main points and conclusions coherently.
    – Proofread your writing to minimize errors that could distract readers and make it more difficult for them to focus on the substance of your statistical analysis.
    ## **Submission Instructions**
    – Include the test results and associated graphic in your written analysis (copied from the output and pasted into a Word document).
    – Submit both the Word document and the .jasp file that shows your analyses and output for this assignment. Make sure you save your .jasp file after running your analyses to ensure you are uploading your output.
    ## **Resources**
    **Use this file for this week's assignment.** [Framingham Week 9 [CSV]](https://courseroom.capella.edu/courses/50611/files/9838126/download)
    – [APA Style Paper Tutorial [DOCX]Links to an external site.](https://lat.strategiced.com/redirect?linkid=4243).
    – [Statistical Tests](http://media.capella.edu/CourseMedia/PSYC4600/StatisticalTests/wrapper.asp#tab1) | [Transcript](http://media.capella.edu/CourseMedia/PSYC4600/StatisticalTests/transcript.html)
    – [Choosing the Right Statistical Test](http://media.capella.edu/CourseMedia/NHS8070/ChoosingRightStatisticalTest/NHS8070_Choosing.asp) | [Transcript](http://media.capella.edu/CourseMedia/NHS8070/ChoosingRightStatisticalTest/transcript.html)
    – [Framingham Heart Study Longitudinal Data Documentation [PDF]](https://courseroom.capella.edu/courses/50611/files/9838098/download).
    – [Framingham Study [ZIP]](https://courseroom.capella.edu/courses/50611/files/9838117/download).
    – [How to Choose a Statistical Test [PPTX].](https://courseroom.capella.edu/courses/50611/files/9838108/download)
    \
    StatisticalTestsTranscript.html](https://www.sweetstudy.com/files/statisticalteststranscript-html "StatisticalTestsTranscript.html")
    \
    ChoosingtheRightStatisticalTest.html](https://www.sweetstudy.com/files/choosingtherightstatisticaltest-html "ChoosingtheRightStatisticalTest.html")
    \
    cf_sonhs_apa_style_paper_tutorial.docx](https://www.sweetstudy.com/files/cf-sonhs-apa-style-paper-tutorial-docx-10461987 "cf_sonhs_apa_style_paper_tutorial.docx")
    \
    cf_how_to_choose_a_statistical_test.pptx](https://www.sweetstudy.com/files/cf-how-to-choose-a-statistical-test-pptx "cf_how_to_choose_a_statistical_test.pptx")
    \
    cf_Framingham_Week_9.csv](https://www.sweetstudy.com/files/cf-framingham-week-9-csv "cf_Framingham_Week_9.csv")
    \
    cf_framingham_heart_study_longitudinal_data_documentation.pdf](https://www.sweetstudy.com/files/cf-framingham-heart-study-longitudinal-data-documentation-pdf "cf_framingham_heart_study_longitudinal_data_documentation.pdf")

  • [Solved] How to Predict an Outcome (Logistic Regression) Preparation

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    For this exercise, you will be using the data set for the Cardiac study described in Chapter 13 (Activity 13.1) in your _Statistics for the Health Sciences_ text. ### **Download Data Files** – Download the [Data Files for Chapter 13 [ZIP]](https://courseroom.capella.edu/courses/50611/files/9838102…

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    Assignment Prompt & Instructions

    For this exercise, you will be using the data set for the Cardiac study described in Chapter 13 (Activity 13.1) in your _Statistics for the Health Sciences_ text.
    ### **Download Data Files**
    – Download the [Data Files for Chapter 13 [ZIP]](https://courseroom.capella.edu/courses/50611/files/9838102/download).
    – Select the appropriate data sets for each statistical test you need to perform. Please take some time to explore each data set to see how it was constructed.
    ### **Complete Exercises**
    Use this week's readings and multimedia resources to complete the following:
    – Logistic regression using data from the Cardiac study.
    – Predict cardiac attack using the included variables.
    ## **File Submissions**
    – For each exercise, upload the .jasp file with correct analyses and output saved.
    – Upload a separate Word document that includes appropriate graphics or tables copied from the output and pasted into the Word document. Interpret and report the test results in properly formatted APA style.aq`1““““““““““““““`aaaaa~aA`
    \
    cf_jasp_data_files_chapter_13.zip](https://www.sweetstudy.com/files/cf-jasp-data-files-chapter-13-zip "cf_jasp_data_files_chapter_13.zip")

  • [Solved] Neighborhood Environmental Risk Assessment

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    ## **Overview** This consists of two components: a neighborhood environmental risk assessment and a targeted audiovisual presentation of the risk assessment results and recommendations to government officials and other stakeholders. ## **Instructions** – Use public health data to conduct an environm…

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    ## **Overview**
    This  consists of two components: a neighborhood environmental risk assessment and a targeted audiovisual presentation of the risk assessment results and recommendations to government officials and other stakeholders.
    ## **Instructions**
    – Use public health data to conduct an environmental safety risk assessment based on your neighborhood or other familiar community.
    – Assess risks to the various populations within your community to develop a comprehensive risk assessment.
    – Based on the results of the risk assessment, determine whether enforcement or revision of a public health policy is the better course of action to protect and improve the health of the community at large.
    – Include recommendations to mitigate the identified health risks.
    – Record a presentation of your findings for a targeted governmental decision-making body including the mayor, city council members, and other community leaders as well as public health professionals.
    Refer to these helpful links as you prepare your assignment:
    – [Neighborhood Environmental Risk Assessment](http://media.capella.edu/CourseMedia/MPH5503/neighborhoodEnvironmentalRiskAssessment/wrapper.asp) | [Transcript](http://media.capella.edu/CourseMedia/MPH5503/neighborhoodEnvironmentalRiskAssessment/transcript.asp).
    – [Public Health Data Resource Repository](https://media.capella.edu/CourseMedia/DRPH8130/public-health-repository/wrapper.asp).
    – [Using KalturaLinks to an external site.](https://lat.strategiced.com/redirect?linkid=4533).
    – [Guidelines for Effective PowerPoint Presentations [PPTX]Links to an external site.](https://lat.strategiced.com/redirect?linkid=3639).
    – [Capella University Library: PowerPoint PresentationsLinks to an external site.](http://capellauniversity.libguides.com/powerpoint).
    To complete this assignment successfully, you will:
    – Use public health data to assess community risk level based on environmental health concepts.
    – Compare and contrast the effects of environmental health policies on two socioeconomic populations in the community.
    – Propose an evidence-based strategy to address environmental health risks identified in the community.
    – Recommend action steps to improve outcomes related to political, social, or economic policies and programs affecting the health of the community.
    – Communicate effectively in a recorded presentation following the conventions and expectations of a professional public health audience.
    ## **Additional Requirements**
    – **Communication:** Original work and critical thinking are required regarding your assessment and scholarly writing. Your writing must be free of errors that detract from the overall message.
    – **Media presentation:** 5–10 minute presentation with sufficient slides to capture all talking points. Include detailed presenter's notes.
    – **Resources:** At least three scholarly resources other than assigned readings. Include a references slide at the end of the presentation. See the [Capella University LibraryLinks to an external site.](https://lat.strategiced.com/redirect?linkid=1651) and the [Public Health Masters Research GuideLinks to an external site.](http://capellauniversity.libguides.com/mph).
    – **APA guidelines:** Resources and citations are formatted according to current APA style and format. Where appropriate, use APA-formatted headings. See the [APA ModuleLinks to an external site.](https://lat.strategiced.com/redirect?linkid=2586).
    – **Font and font size:** Appropriate size and weight for PowerPoint presentation, generally 24–28 points for headings and no smaller than 18 points for bullet-point text.

  • [Solved] final project

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    In-depth study guidance and analytical solution covering final project.

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    Full assignment prompt and step-by-step guidance are included in the downloadable solution file.

  • [Solved] final project 2

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    In-depth study guidance and analytical solution covering final project 2.

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    Full assignment prompt and step-by-step guidance are included in the downloadable solution file.

  • [Solved] LEN

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    – ## LEN.pdf **## LEN.pdf** READ BELOW- Nov 25 9:14am| Last reply Nov 25 12:40pm Manage Discussion by Liana Enfiajyan Reply from Liana Enfiajyan Hello Everyone, Question 1 1. Pre-intervention weights are: 225, 196, 190, 229, 292, 188, 188, 201, 179, 191 Post-intervention weights are: 218, 190, 188…

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    – ## LEN.pdf

    **## LEN.pdf**

    READ BELOW-

    Nov 25 9:14am| Last reply Nov 25 12:40pm
    Manage Discussion by Liana Enfiajyan
    Reply from Liana Enfiajyan
    Hello Everyone,
    Question 1

    1. Pre-intervention weights are:
    225, 196, 190, 229, 292, 188, 188, 201, 179, 191
    Post-intervention weights are:
    218, 190, 188, 225, 288, 178, 190, 190, 172, 186
    Mean

    207. Pre-Intervention: 207.9 lbs
    208. Post-Intervention: 202.5 lbs

    Median
    193. Pre-Intervention: 193.5 lbs
    194. Post-Intervention: 190 lbs

    Mode
    1. Pre-Intervention: 188 lbs
    2. Post-Intervention: 190 lbs

    Range
    1. Pre-Intervention: 113 lbs
    2. Post-Intervention: 116 lbs

    Question 2
    The descriptive statistics demonstrate a substantial reduction in patient weight after
    implementing the exercise intervention. The median represents the middle point of the
    dataset, and its reduction shows that at least half of the participants experienced some
    degree of weight loss (Mukherji et al., 2022). The mode shifted upwards, suggesting slight
    clustering around these values. However, mode is inadequately informative in small
    samples. The ranges for pre- and post-intervention weights are fairly similar, reflecting that
    variability in weight remained high within the patient population. It is expected in a group of
    adult patients with obesity and type 2 diabetes, whose baseline weights tend to span a
    wide spectrum. Nevertheless, range alone is sensitive to extreme values and does not
    reflect how most patients responded to the intervention. Despite the significant range, the
    consistent decrease in the mean and median weights supports that the program produced
    beneficial changes.
    Question 3
    A notable observation arises from patient #5, whose weight decreased slightly from 292 lbs
    to 288 lbs. Still, the individual remains a significant outlier compared to the rest of the
    group. This element disproportionately influences overall variability, elevating the mean
    and the range (Mukherji et al., 2022). In addition to group-level trends, such outliers
    highlight the significance of evaluating individual responses. Although patient #5 lost
    weight, the magnitude of change di^ers significantly from other participants. Possible
    factors could be due to di^erences in adherence, functional status, comorbidities, or

    metabolic challenges. Recognizing such variation helps the DNP-prepared nurse consider
    whether tailored interventions or additional support may be necessary for patients with
    severe obesity.

    These findings support recommending continuation of the exercise program. Stakeholders
    should know that improvements were observable within an 8 to 10 week period. Mukherji et
    al. (2022) assert that continued implementation may yield substantial long-term benefits.
    Particularly, glycemic control, cardiovascular risk reduction, and overall weight
    management are critical. It may be valuable to integrate individualized strategies for
    patients with extreme values, such as personalized coaching, nutritional counseling, or
    modified exercise plans. Ongoing data collection and periodic evaluation using descriptive
    statistics will allow the clinic to monitor trends and adjust the program as needed.

    INSTRUCTIONS BELOW-

    Respond to a student peer or course faculty, furthering dialogue by providing more
    information and clarification, thereby adding more depth to the discussion.
    A scholarly source is (a) evidence-based, (b) peer-reviewed, and (c) published in the last
    five (5) years.
    Professionalism in Communication
    a. References are consistent with APA style/formatting with no error patterns; the hanging
    indent is not required.
    b. Presents information in an organized manner.
    c. Uses clear and concise language.
    d. Communicates with no error patterns in English grammar, spelling, syntax, and
    punctuation.
    Writing Requirements (APA style/formatting)
    · In-text citations
    · 2 Reference list in correct APA style/formatting
    · Standard English usage and mechanics
    · A scholarly source is (a) evidence-based, (b) peer-reviewed, and (c) published in the last
    five (5) years.
    · Response post(s) may require a scholarly citation and reference

    **## LEN.pdf**

    READ BELOW-

    Nov 25 9:14am| Last reply Nov 25 12:40pm
    Manage Discussion by Liana Enfiajyan
    Reply from Liana Enfiajyan
    Hello Everyone,
    Question 1

    1. Pre-intervention weights are:
    225, 196, 190, 229, 292, 188, 188, 201, 179, 191
    Post-intervention weights are:
    218, 190, 188, 225, 288, 178, 190, 190, 172, 186
    Mean

    207. Pre-Intervention: 207.9 lbs
    208. Post-Intervention: 202.5 lbs

    Median
    193. Pre-Intervention: 193.5 lbs
    194. Post-Intervention: 190 lbs

    Mode
    1. Pre-Intervention: 188 lbs
    2. Post-Intervention: 190 lbs

    Range
    1. Pre-Intervention: 113 lbs
    2. Post-Intervention: 116 lbs

    Question 2
    The descriptive statistics demonstrate a substantial reduction in patient weight after
    implementing the exercise intervention. The median represents the middle point of the
    dataset, and its reduction shows that at least half of the participants experienced some
    degree of weight loss (Mukherji et al., 2022). The mode shifted upwards, suggesting slight
    clustering around these values. However, mode is inadequately informative in small
    samples. The ranges for pre- and post-intervention weights are fairly similar, reflecting that
    variability in weight remained high within the patient population. It is expected in a group of
    adult patients with obesity and type 2 diabetes, whose baseline weights tend to span a
    wide spectrum. Nevertheless, range alone is sensitive to extreme values and does not
    reflect how most patients responded to the intervention. Despite the significant range, the
    consistent decrease in the mean and median weights supports that the program produced
    beneficial changes.
    Question 3
    A notable observation arises from patient #5, whose weight decreased slightly from 292 lbs
    to 288 lbs. Still, the individual remains a significant outlier compared to the rest of the
    group. This element disproportionately influences overall variability, elevating the mean
    and the range (Mukherji et al., 2022). In addition to group-level trends, such outliers
    highlight the significance of evaluating individual responses. Although patient #5 lost
    weight, the magnitude of change di^ers significantly from other participants. Possible
    factors could be due to di^erences in adherence, functional status, comorbidities, or

    metabolic challenges. Recognizing such variation helps the DNP-prepared nurse consider
    whether tailored interventions or additional support may be necessary for patients with
    severe obesity.

    These findings support recommending continuation of the exercise program. Stakeholders
    should know that improvements were observable within an 8 to 10 week period. Mukherji et
    al. (2022) assert that continued implementation may yield substantial long-term benefits.
    Particularly, glycemic control, cardiovascular risk reduction, and overall weight
    management are critical. It may be valuable to integrate individualized strategies for
    patients with extreme values, such as personalized coaching, nutritional counseling, or
    modified exercise plans. Ongoing data collection and periodic evaluation using descriptive
    statistics will allow the clinic to monitor trends and adjust the program as needed.

    INSTRUCTIONS BELOW-

    Respond to a student peer or course faculty, furthering dialogue by providing more
    information and clarification, thereby adding more depth to the discussion.
    A scholarly source is (a) evidence-based, (b) peer-reviewed, and (c) published in the last
    five (5) years.
    Professionalism in Communication
    a. References are consistent with APA style/formatting with no error patterns; the hanging
    indent is not required.
    b. Presents information in an organized manner.
    c. Uses clear and concise language.
    d. Communicates with no error patterns in English grammar, spelling, syntax, and
    punctuation.
    Writing Requirements (APA style/formatting)
    · In-text citations
    · 2 Reference list in correct APA style/formatting
    · Standard English usage and mechanics
    · A scholarly source is (a) evidence-based, (b) peer-reviewed, and (c) published in the last
    five (5) years.
    · Response post(s) may require a scholarly citation and reference