Institutional Data Analysis for School-Wide Growth
Assignment Details
Data analysis can provide a snapshot of what students know, what they should know, and what can be done to meet their academic needs. No single assessment can tell educators all they need to know to make well-informed instructional decisions, so researchers stress the use of multiple data sources. In your assignment for this unit, you will be reviewing one data source (state assessment) given to an elementary school over a three year period. You will analyze three years of data and determine what trends, increases, and decreases have occurred. You will use this data to make recommendations to your leadership teams to then focus attention and planning on work to be done to increase student performance.
Purpose:
This assignment will have you review three years of assessment data and make recommendations to the school leadership team in order to focus on school-wide improvement for students.
Directions:
You will begin by reviewing the data from an elementary school for the past three years. The data shows the school’s enrollment by ethnicity, class size averages and the percentage of students in three different performance bands.
Once you have reviewed the data, you will complete the reflection template and make three recommendations to the school leadership team in order to inform their decision making for upcoming school-wide improvements.
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write a paper 3 pages paper about Analytical Procedures and the Audit Process:
you will prepare a memo to management that explains how and why data analysis is used in the various stages of the audit process, including the risk assessment stage, the determination of sampling method and audit universe, the substantive procedures stage, and the end of the audit. Review Chapter 5 of the textbook to support your work.
Specifically, the following critical elements must be addressed:
Data Analysis: Risk Assessment Stage: Explain how and why data analysis is used at the risk assessment stage of the audit process.
Data Analysis: Determination of Sampling Method and Audit Universe: Explain how data analysis is used in the determination of sampling method and
audit universe.
Data Analysis: Substantive Procedures Stage: Explain how and why data analysis is used at the substantive procedures stage of the audit.
Data Analysis: End of Audit: Explain how and why data analysis is used near the end of an audit.
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Q1: In this weeks readings we learned that a fundamental concept with policy analysis is continual monitoring and assessment of the results of the implanted recommendations to ensure that that policy is meeting intended objectives. How might you plan to implement monitoring and evaluating provisions to ensure the policy objectives are being met after a project is implemented?
Need in APA format. With at least 1 reference. 175 words minimum
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F2021 SOC808 Individual Report (25% of the final grade): Individually, each student will be responsible for writing a report about one food system issue related to their food item. Write a 1500-word report that outlines and analyzes one of the issues from your proposal. This is to be completed independently. Each group member is to select one of the issues and write an analytical paper about it, on their own. Each paper topic should be unique. You will find that each issue will have any number of sub-issues. For example, for the same topic, one might focus on social aspects, while a classmate may look at the ecological aspects of that same issue. The goal is that each of you will be able to contribute to an overall “big picture” on the food system for the food item you are researching. To take this analysis from food chain to food system, identify several ways that the elements from your food chain are interconnected? Where is the power in these relationships? What knowledge(s) are considered most important and valuable? Content and style requirements: The writing of an assignment from a sociological perspective requires the primary use of scholarly sources, such as scholarly journals, or books. The report should be approximately 1,500 words (+/-) 50 words. This word count does NOT include the title page or bibliography. Use Times New Roman, 12-point font size, and double line spacing. You are required to include a full reference list of all materials used in the paper. Sources of Evidence •
• Quantity: At least four sociological sources (peer-reviewed) journals, book chapters or books, plus the required textbook (Koc, Sumner, & Winson, 2021) are included (for a minimum of five references). There is a list of suitable sources in Chapter 1 of the text on page 13. •
• Currency and quality: Sources are carefully selected, with attention to timeliness and relevance. •
• Application and Relevance: Research is appropriate and relevant for the assignment topic and sufficiently integrated into the analysis. •
• Non-scholarly Sources: In addition to scholarly sources, you may include other relevant sources from media or web sources to highlight current discourse on the topic. Analysis provides context for why these sources are relevant, and how they relate to the research presented. See note below. •
• Follow APA guidelines for citation format (APA 7th edition preferred) – see Ryerson University Library’s Citation Guide.
• Note: In addition to sociological sources, you may require other data, such as government data from Statistics Canada, Health Canada, United Nations Food and Agriculture Organization (UNFAO), the World Health Organization (WHO), or other reputable sources such as Food Secure Canada (FSC) to provide a rationale for your argument. If you are providing any context for your paper from news sources, please note that these are NOT scholarly sources and will NOT count towards your minimum required number of scholarly sources. For example: • Newspaper articles (Toronto Star, The National Post, Huffington Post, etc.) • Magazine articles (Macleans, Newsweek, The Economist) • Encyclopedia reference (including Wikipedia) • Dictionary references • Non-scholarly websites, blogs, etc. The content in the weekly lectures are NOT to be used as a source of
reference for your paper. Any issue raised in the lectures must refer to the original scholarly source(s) upon which it was based.
Individual Report Grading Criteria • Abstract (2.5 marks): The abstract provides a 150-word synopsis of your paper and has
the following elements: • 1–2 sentences on the central issue and context • The majority of the abstract is on the main points of the analysis • 1–2 sentences on key conclusions
• Introduction/ Conclusion (2.5 marks): The essay introduction provides brief context for your topic. It should include your thesis statement and an overview of the essay’s structure. Your conclusion should clearly link to the opening remarks from your introduction. It should provide a brief summary and highlight significant points from your analysis. It is not a section of the paper to introduce new evidence and analysis.
• Content and Analysis (16 marks): Your analysis and evidence should focus on how or why the issue is important. Please ensure that your analysis incorporates scholarly sociological (and/or food studies) literature. Your writing should clearly incorporate several key themes or concepts from the course in a way that demonstrates a solid understanding. You will be required to think critically and assess how this content reinforced or changed your opinion about the topic as a whole. •
o Use a critical approach. Critical analysis focuses on the source nature and consequences of power relationships. Critical sociologists who study food raise questions such as how differential access to land, resources, and healthy food affects human health and how the environment is affected. They also emphasize how social institutions and popular beliefs can resist or reinforce the existing distribution of power and of resources. •
o Both direct quotes and an author’s ideas must be referenced in your paper script using in-text citations (APA style). Do not use more than 10% of the word count as direct quotes.
• Writing Style (4 marks)
o Writing Style (4 marks) • Your paper is to be organized as outlined above and presented in a coherent style. •
o Your analysis is to be clearly written and free of grammatical and spelling mistakes. • Proper referencing Style (APA) for citations is required. See Ryerson University Library’s Citation Guide for support on using APA
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Review the four scenarios below, select one from the first three, and also complete the fourth one.
Your task is to determine the spatial extent of your domain of interest, explore GIOVANNI to locate appropriate datasets, and use the data that you selected to conduct an analysis that helps you address the issue of interest. If necessary, you may also use surface-based station data (e.g., from the NOAA Climate Data Centre) as part of your analyses. Please note that you are required to use multiple datasets for each scenario.
Submit a brief summary of your analyses (2 to 5 pages) for each scenario and include some graphics that best reflect the analyses that you did.
Scenario 1:
We have experienced some severe droughts in the U.S. Midwest in the recent past. Document the severity of this drought as best as you can by comparing appropriate datasets from recent years to previous years when conditions were wetter.
Scenario 2:
Fires are a major threat to human life, property, and forest ecosystems in many parts of the world. Choose an area where forest fires are rampant and highlight some of the environmental impacts on air quality and land surface conditions (vegetation, soil moisture, soil temperature, etc.).
Scenario 3:
Many parts of the world have recently experienced severe flooding incidents from excessive rainfall. Characterize these rainfall events using appropriate satellite and surface datasets.
Scenario 4:
Select any environmental event in any country outside the USA that you are interested in and highlight specific aspects of that event using appropriate datasets from GIOVANNI
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This is a 2 part question and the guidelines are attached for each part
7-1 Final Project Part One Submission: Critical Analysis Portfolio Assignment
Submit your final portfolio—an analysis of an issue or event in diversity through the four general education lenses: history, humanities, social sciences, and natural and applied sciences.
Note: Be sure to incorporate instructor feedback from your final project milestones into this final submission, particularly Milestones One, Two, and Four.
To complete this assignment, review the Final Project Part One Guidelines and Rubric PDF document.
7-2 Final Project Part Two Submission: Multimedia Presentation Assignment
Submit your final multimedia presentation. In this presentation, you’ve had a chance to reflect on what you have learned about your issue or event, yourself, and diversity through analyzing its impact on society through the four general education lenses. You will also be able to apply your communication skills and integrate multimedia elements to communicate your message to an audience.
Note: Be sure to incorporate instructor feedback from your final project milestones, particularly Milestone Three (the presentation draft), into this final submission.
To complete this assignment, review the Final Project Part Two Guidelines and Rubric
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Assignment 3: Data Analysis Report Due: As per schedule Word limit: 2000 words (excluding appendices and reference List) Examine how web research and analysis methods can improve website rankings, social media engagement and overall online presence and awareness for web communication campaigns. You will be given a case study to analyse during the course of the semester including available web analytics and other data. You are required to collect further online secondary data and provide a report on your findings, and provide recommendations on how the data could be used as the basis of a web communication campaign. Further details regarding this assignment will be provided in seminars and on MyUnits. The assignment will be marked using the following criteria: The report should include: % allocation Search Engine Optimisation • Present an original, complete, coherent and persuasive report, which includes all required elements. • Demonstrate a high level of understanding of search engine optimisation for web campaign planning. 40 Incorporation and analysis of background research • Demonstrate evidence of relevant and adequate background research and analysis. • Integrate research findings fluently into the discussion. 40 Referencing, writing and presentation • Include consistent and complete details of references/sources • Write fluently and accurately and edit carefully. • Present document professionally
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Submission Requirements. Please take time to read the following.
Names of all group members and student id must be included.
Only the Team representative will need to submit the file. Save your file as follows: [TeamName.pdf] e.g. TeamSuku.pdf
Submission is made as single PDF document only via the Canvas link Assessment Individual Assignment
The pdf document should have approximately 3200-3500 words (+/- 10%) inclusive of combined appendices (all SNA mapping)
This assignment should be done in a report format and NOT essay. Do include sections such as Executive Summary, Introduction, content by sections, Conclusion and References.
Pages of the report should have appropriate headers and should include printed page numbers
These sections do NOT form part of the word count (Title page, Abstract, Table of Contents, Page footers/headers and Reference Lists)
You must use the Swinburne Harvard Referencing style throughout your report and include an accurate list of references at the end of the report. You can access the correct style from Canvas.
The report should be written in 11-12 point font size and should use no more than 1/1.5 line spacing between each line
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Conduct an analysis and hypothesis test of your choice on the data you collected. Write a 250-500 word research summary of the findings generated in the assignments for Topics 2 through 5. The research summary should address the following.
Explain what type of analysis and hypothesis test was conducted on the data collected.
Summarize the survey results based on the results of the data you analyzed.
Include the Excel analysis as part of the document.
APA format is not required, but solid academic writing is expected.
This assignment uses a rubric. Please review the rubric prior to beginning the assignment to become familiar with the expectations for successful completion.
This assignment is in conjunction/related to: 09/07/2021 Data Collection assignment
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