Data Analysis Report Guidelines UAE Students

January 13, 2026 by Bela

Data Analysis Report Guidelines UAE Students General Assessment Guidance This assignment forms your summative assessment for the Data Analysis module and carries 100% of the marks. • Submissions received after the deadline will not be graded under any circumstances. • Upload your assignment exclusively via the university’s Turnitin portal. Submissions through email, cloud drives, or physical media will be invalid. • The word limit is 5,000 words. Submissions shorter than this may omit key assessment criteria; submissions exceeding the limit will have excess content disregarded. • Identify your work only with your Student Reference Number (SRN); do not include names or personal identifiers. • A total of 100 marks is available; 50% is required to pass. • Adhere strictly to the Harvard Referencing System. Any unreferenced material from published sources will be flagged as plagiarism. Guidance is available via the university library portal. • The use of AI tools is permitted only for grammar checks, draft review, or where explicitly stated in the assignment brief. • Include a completed Assignment Cover Sheet; failure to do so may render your submission invalid. Assessment Brief Introduction You are required to produce a 5,000-word analytical report for a selected organisation, focusing on a real-world data challenge. The report should interpret and evaluate datasets, provide insights, and inform actionable recommendations for the organisation. Think of yourself as a data consultant, translating raw numbers into meaningful narratives for decision-makers. Learning Outcomes LO1 – Design a data-driven investigation aligned with organisational objectives. LO2 – Interpret and visualise datasets effectively using appropriate analytical tools. LO3 – Evaluate patterns, trends, and anomalies within datasets to inform strategic decisions. LO4 – Produce clear, evidence-based recommendations demonstrating understanding of organisational impact. Key Areas to Cover Executive Summary Organisation Context Data Challenge Definition Rationale and Purpose of the Analysis Stakeholder Mapping and Impact Assessment Data Evaluation and Analytical Methods Findings, Insights, and Recommendations You should integrate statistical reasoning, data visualisation, and critical interpretation throughout the report, showing both technical skill and conceptual understanding. Data Analysis Report Structure • Declaration Page • Title Page • Table of Contents • Lists of Figures/Tables/Abbreviations (if required) • Executive Summary • Organisation Context • Data Challenge Definition • Rationale and Purpose of Analysis • Stakeholder Mapping and Impact Assessment • Data Evaluation and Analytical Methods • Findings, Insights, and Recommendations • Harvard References • Appendices (if required) Total Length: 5,000 words (excluding front matter, references, appendices). Word Count Breakdown (Approximate) Executive Summary – 500 Organisation Context – 300 Data Challenge Definition – 400 Rationale and Purpose – 200 Stakeholder Mapping and Impact Assessment – 600 Data Evaluation and Analytical Methods – 1,800 Findings, Insights, and Recommendations – 1,200 Total – 5,000 words Executive Summary Guidelines Summarise the entire report (approx. 500 words), highlighting the data challenge, purpose, stakeholder impact, analytical approach, key findings, and recommendations. This section should be written after completing the full report to ensure completeness and coherence. Merit: Include a concise overview of your analytical approach and rationale. Distinction: Explain the reasoning behind dataset selection, analysis techniques, and how insights add strategic value. Section Guidelines Organisation Context Present your chosen organisation, focusing on the environment in which it operates and relevant operational or strategic challenges. Incorporate recent examples to illustrate context, such as emerging industry trends in the UAE or regional data-driven practices. Data Challenge Definition Clarify the specific data problem, anomaly, or question your analysis addresses. Avoid generic statements; instead, provide context grounded in organisational operations, performance metrics, or sector-specific insights. Rationale and Purpose of Analysis Explain why this data analysis is necessary. How will the findings inform decision-making? Illustrate potential benefits such as operational efficiency, cost savings, or improved customer engagement. Stakeholder Mapping and Impact Assessment Identify key internal and external stakeholders affected by the data findings. Evaluate their interest, influence, and potential reactions to your recommendations. Provide practical examples: e.g., how marketing teams may adjust campaigns based on predictive insights, or how finance managers may respond to trend forecasts. Data Evaluation and Analytical Methods Critically examine secondary datasets using statistical techniques, visualisation tools, or analytical frameworks. Discuss reliability, limitations, and biases. Compare alternative interpretations to demonstrate critical thinking. Include charts, graphs, or tables where necessary to strengthen clarity. Findings, Insights, and Recommendations Present your analysis outcomes, highlighting patterns, anomalies, or correlations relevant to organisational strategy. Provide actionable recommendations linked directly to the data insights. Recommendations should be realistic, evidence-based, and consider potential stakeholder impact. Conclude with a reflection on how your findings contribute strategic value. References and Presentation • Use Harvard referencing consistently. • Maintain professional formatting, consistent numbering, and clear labelling of tables and figures. • Include a broad mix of academic and professional sources, such as peer-reviewed journals, industry reports, and credible datasets.

Essay Guide: Expo 2020 Impact on UAE Economy

January 13, 2026 by Bela

Essay Assignment 2 General Assessment Guidance • This essay constitutes the summative assessment for this module and accounts for 100% of the final grade. • Assignments submitted after the deadline will not be evaluated. • Upload your submission exclusively via Turnitin; alternative submissions via email, cloud storage, or hard copy will not be considered. • The word limit is 1,500 words. Submissions below this limit may omit key analytical insights; content exceeding the limit will be truncated for grading purposes. • Only your Student Reference Number (SRN) should appear; do not include personal identifiers. • A total of 100 marks is available. A minimum of 50% is required to pass. • Strict adherence to the Harvard Referencing System is required. Any unreferenced use of published materials will be treated as plagiarism. Detailed guidance is available via the university library portal. • AI may be used solely for reviewing drafts, refining grammar, or where explicitly permitted in the assessment brief. • A completed Assignment Cover Sheet is mandatory; failure to include it may invalidate your submission. Assessment Brief Overview This essay requires a 1,500-word investigation into the economic, social, and knowledge-driven impacts of Expo 2020 Dubai on the UAE’s development trajectory. You are expected to analyse evidence, link insights to national strategies such as UAE Vision 2021 and the 2071 Centennial Plan, and explore implications for economic diversification and knowledge economy initiatives. Unlike conventional essays, you are encouraged to structure your essay around the natural flow of evidence, argument, and reflection. Use practical examples, statistics, and recent developments to support your claims, allowing your reasoning to guide the reader rather than adhering strictly to an introduction–body–conclusion format. Learning Outcomes LO1 – Critically assess the effects of large-scale events on national economic diversification. LO2 – Integrate multiple evidence sources to construct an academically rigorous argument. LO3 – Evaluate the social and knowledge economy impacts of strategic initiatives within the UAE. LO4 – Present actionable reflections and insights that demonstrate scholarly depth and contextual understanding. Key Sections to Explore Executive Overview Contextual Landscape Focused Research Question Analytical Rationale Stakeholder and Societal Implications Evidence Synthesis and Critical Discussion Reflections and Forward-Looking Insights Throughout your essay, balance theoretical frameworks with real-world UAE examples, demonstrating how your analysis translates into practical understanding and strategic thinking. Suggested Essay Structure Declaration Page • Title Page • Table of Contents • Lists of Figures/Tables/Abbreviations (if relevant) • Executive Overview • Contextual Landscape • Focused Research Question • Analytical Rationale • Stakeholder and Societal Implications • Evidence Synthesis and Critical Discussion • Reflections and Forward-Looking Insights • Harvard References • Appendices (if necessary) Total Length: 1,500 words (excluding front matter, references, appendices) Word Count Breakdown (Approximate) Executive Overview – 150 Contextual Landscape – 200 Focused Research Question – 150 Analytical Rationale – 150 Stakeholder and Societal Implications – 250 Evidence Synthesis and Critical Discussion – 500 Reflections and Forward-Looking Insights – 200 Total: 1,500 words Executive Overview Guidelines Summarise the essay in 150 words, presenting the key question, rationale, principal insights, and suggested implications. Draft this section last to ensure coherence with the full essay. Merit: Show clear reasoning and a concise overview of your analytical approach. Distinction: Demonstrate how your insights illuminate broader economic, social, or strategic considerations in the UAE context. Section Guidelines Contextual Landscape Provide a rich picture of Expo 2020 Dubai and its alignment with UAE national development goals. Include economic, technological, and social considerations. Highlight UAE-specific initiatives, such as smart city development, innovation hubs, and knowledge economy policies. Focused Research Question Define a precise question or central theme, such as: “How did Expo 2020 Dubai contribute to UAE economic diversification and knowledge economy advancement?” Explain why this is important and frame the boundaries of your analysis. Analytical Rationale Clarify why your investigation is significant. For example, consider how Expo 2020 created knowledge networks, facilitated international partnerships, or influenced policy shifts. Connect your rationale to UAE Vision 2021 goals and long-term strategies. Stakeholder and Societal Implications Identify key stakeholders, including government entities, private enterprises, academic institutions, and the public. Assess how Expo 2020 affected their interests, decision-making, and engagement with knowledge economy initiatives. For instance, examine how start-ups leveraged Expo platforms or how education sectors adopted new technology partnerships. Evidence Synthesis and Critical Discussion Integrate quantitative data, case studies, and academic literature to analyse outcomes and trends. Discuss the benefits and limitations of initiatives, noting gaps or challenges. Compare multiple perspectives to illustrate critical thinking. For example, assess whether economic diversification goals were achieved through trade, investment, or knowledge transfer. Use tables or figures where they enhance clarity. Reflections and Forward-Looking Insights Conclude by reflecting on lessons learned, both practically and theoretically. Suggest how insights could inform future mega-events, policy decisions, or knowledge economy strategies in the UAE. Highlight transferable lessons for emerging sectors or higher education initiatives. Avoid generic summaries; instead, focus on implications, actionable insights, and strategic considerations. References and Presentation • Apply Harvard referencing consistently. • Maintain professional formatting, clear headings, and numbered pages. • Include a variety of credible sources, such as peer-reviewed journals, UAE government reports, academic databases, and reputable news outlets.

Writing on Arabic Literature & UAE Cultural Identity

January 13, 2026 by Bela

Arabic Literature & UAE Cultural Identity General Assessment Guidance • This essay forms your summative assessment for the Literature module and carries 100% of the module grade. • Submissions received past the deadline will not be evaluated. • Only Turnitin submissions will be accepted; email, cloud storage, or physical copies are invalid. • Word limit: 1,500 words. Submissions below this threshold may omit critical analysis; excess words will not contribute to grading. • Include only your Student Reference Number (SRN); do not add personal identifiers. • Total marks: 100; minimum passing score: 50%. • Harvard referencing is mandatory. Unreferenced use of published work will be treated as plagiarism. Guidance is accessible via the university library portal. • AI use is permitted only for grammar review, draft refinement, or if explicitly mentioned in the assignment brief. • A completed Assignment Cover Sheet must accompany the submission. Assessment Brief Overview You are asked to produce a 1,500-word essay exploring how Arabic literature contributes to cultural identity and heritage preservation in the UAE. Your essay should critically examine historical and contemporary literary works, connect them to societal norms and values, and reflect on their role in shaping a national narrative. This essay does not require a rigid introduction–body–conclusion format. You are encouraged to allow the analysis and insights to guide the structure, weaving evidence, examples, and reflection organically. Consider contemporary Emirati authors alongside classical texts to showcase the evolution of literary expression and cultural meaning. Learning Outcomes LO1 – Analyse key literary texts and interpret their influence on Emirati cultural identity. LO2 – Integrate critical perspectives and academic references into a coherent argument. LO3 – Evaluate the role of literature in reflecting and shaping societal values and norms. LO4 – Present reflective and evidence-based insights on literature’s contemporary relevance in the UAE. Key Focus Areas Executive Reflection Literary Context in the UAE Central Question or Theme Analytical Lens Cultural and Social Implications Evidence Integration and Critical Exploration Personal and Strategic Insights Your essay should demonstrate deep engagement with texts, contextual knowledge of Emirati society, and the ability to interpret literature through multiple analytical lenses. Suggested Essay Structure Declaration Page • Title Page • Table of Contents • Lists of Figures/Tables/Abbreviations (if applicable) • Executive Reflection • Literary Context in the UAE • Central Question or Theme • Analytical Lens • Cultural and Social Implications • Evidence Integration and Critical Exploration • Personal and Strategic Insights • Harvard References • Appendices (if relevant) Total Length: 1,500 words (excluding front matter, references, and appendices) Word Count Breakdown (Approximate) Executive Reflection – 150 Literary Context in the UAE – 200 Central Question or Theme – 150 Analytical Lens – 200 Cultural and Social Implications – 250 Evidence Integration and Critical Exploration – 500 Personal and Strategic Insights – 200 Total: 1,500 words Executive Reflection Guidelines Summarise the essay in approximately 150 words. Include the key theme, analytical approach, central insights, and implications. Write this section after completing the main essay to capture all findings and reflections accurately. Merit: Present a clear overview of analytical reasoning and literary connections. Distinction: Highlight the broader significance of literature in shaping UAE cultural identity and societal values. Section Guidelines Literary Context in the UAE Provide a snapshot of Emirati literary history, highlighting key authors, movements, and stylistic features. Discuss how the evolution of literature reflects shifts in society, education, and national identity. Include references to contemporary initiatives promoting Arabic literature in schools and universities. Central Question or Theme Identify a precise research question, such as: “How does contemporary Emirati literature reinforce national identity while balancing tradition and modernity?” Explain why this question is critical and situate it within UAE cultural priorities. Analytical Lens Define your approach to analysis, literary criticism, thematic exploration, or cultural studies. Explain how this lens illuminates the meaning and relevance of texts. Use practical examples, such as examining how poetry festivals or digital literature platforms influence literary interpretation in the UAE. Cultural and Social Implications Identify how literary works affect society, norms, and cultural continuity. For example, analyse how narratives addressing migration, heritage, or globalization influence public discourse or education. Reflect on the interplay between literature and social cohesion. Evidence Integration and Critical Exploration Incorporate academic sources, historical records, literary criticism, and examples of Emirati authors. Discuss diverse perspectives, acknowledge limitations, and compare interpretations. For example, examine whether modern novels preserve classical storytelling techniques while addressing contemporary societal issues. Use tables or quotes where relevant to clarify analysis. Personal and Strategic Insights Conclude by reflecting on lessons learned and broader implications. Suggest how insights could inform literary education, cultural initiatives, or policy-making in the UAE. Avoid generic summarisation; focus on actionable insights and critical reflection on the role of literature in national identity formation. References and Presentation • Apply Harvard referencing consistently. • Maintain clear formatting, structured headings, and page numbers. • Use a diverse mix of academic and professional sources, including peer-reviewed journals, literary anthologies, government reports, and credible news articles.