<?xml version="1.0" encoding="UTF-8"?>
<CourseUnit xmlns="http://www.manchester.ac.uk/CUICourseUnitDetails" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.manchester.ac.uk/CUICourseUnitDetails.xsd">
  <UnitCode Applicant="Y" Label="Unit code" Student="Y">
    <Code>BMAN75432</Code>
  </UnitCode>
  <UnitTitle Applicant="Y" Label="Unit title" Student="Y">
    <Title>Data Strategy and Visualisation</Title>
  </UnitTitle>
  <MaxUnits Applicant="Y" Label="Credit rating" Student="Y">
    <Units>15</Units>
  </MaxUnits>
  <TeachingPeriods Applicant="Y" Label="Teaching period(s)" Student="Y">
    <Period>Semester 2</Period>
  </TeachingPeriods>
  <AcademicCareer Applicant="Y" Label="Academic career" Student="Y">
    <Value>Postgraduate Taught</Value>
  </AcademicCareer>
  <UnitLevel Applicant="Y" Label="Unit level" Student="Y">
    <Level>Level 7</Level>
  </UnitLevel>
  <StaffList Applicant="Y" Label="Teaching staff" RoleLabel="Course Unit Role" Student="Y">
    <StaffMember>
      <Name>Azar Shahgholian</Name>
      <Role>Unit coordinator</Role>
    </StaffMember>
  </StaffList>
  <OfferedBy Applicant="Y" Label="Offered by" Student="Y">
    <OrganisationList>
      <Organisation>
        <OrgName>Alliance Manchester Business School</OrgName>
      </Organisation>
    </OrganisationList>
    <GroupList>
      <Group>
        <GroupName></GroupName>
      </Group>
    </GroupList>
    <FheqLevels>
      <FheqLevel>
        <LevelNumber>1</LevelNumber>
        <LevelName>FHEQ level (Framework for Higher Education Qualifications) ' Masters/Integrated Masters P4 ' </LevelName>
      </FheqLevel>
    </FheqLevels>
    <Ects>
      <MaxUnits>European Credit Transfer &amp; Accumulation System Rating :   7.5</MaxUnits>
    </Ects>
  </OfferedBy>
  <MarketingOverview Applicant="Y" Label="Marketing Course unit overview" Student="">
    <Content>&lt;p&gt;This course explores the crucial role of data in shaping and enhancing organisational strategy. Students will develop a strong understanding of how data can drive decision-making and create competitive advantages in today’s business landscape. The course unit covers data governance, ethics, and management, while also building proficiency in data visualisation techniques that transform complex data into actionable insights. By working with real-world case studies and modern data tools, students will learn to design and implement effective, data-driven strategies that align with organisational objectives.&lt;br/&gt;&amp;nbsp;&lt;/p&gt;</Content>
  </MarketingOverview>
  <UnitOverview Applicant="" Label="Course unit overview" Student="Y">
    <Content>&lt;p&gt;This course explores the crucial role of data in shaping and enhancing organisational strategy. Students will develop a strong understanding of how data can drive decision-making and create competitive advantages in today’s business landscape. The course unit covers data governance, ethics, and management, while also building proficiency in data visualisation techniques that transform complex data into actionable insights. By working with real-world case studies and modern data tools, students will learn to design and implement effective, data-driven strategies that align with organisational objectives.&lt;/p&gt;</Content>
  </UnitOverview>
  <Aims Applicant="Y" Label="Aims" Student="Y">
    <Content>&lt;p&gt;The unit aims to:&lt;/p&gt;&lt;p&gt;To equip students with a deep understanding of how data can be strategically leveraged to enhance decision-making and drive business outcomes within organisations.&lt;/p&gt;&lt;p&gt;To develop proficiency in data visualisation techniques, enabling students to transform raw data into compelling visual narratives that support strategic insights.&lt;/p&gt;&lt;p&gt;To provide hands-on experience with data tools and technologies, fostering the ability to extract, analyse, and present data in ways that support organisational goals.&lt;/p&gt;&lt;p&gt;To enable student to assess, design, and implement data-driven strategies that align with an organisation’s objectives.&lt;br/&gt;&amp;nbsp;&lt;/p&gt;</Content>
  </Aims>
  <LearningOutcomes Applicant="Y" Label="Learning outcomes" Student="Y">
    <Content>&lt;p class="MsoNormal"&gt;&lt;strong&gt;Knowledge and understanding&lt;/strong&gt;&lt;span style="mso-tab-count:2;"&gt;&lt;strong&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&lt;/strong&gt;&lt;/span&gt;&lt;p&gt;&lt;/p&gt;&lt;/p&gt;&lt;p class="MsoNormal"&gt;KU1&lt;span style="mso-tab-count:1;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;Critically assess the impact of data strategies on organisational performance and propose improvements based on real-world case studies and scenarios.&lt;p&gt;&lt;/p&gt;&lt;/p&gt;&lt;p class="MsoNormal"&gt;KU2&lt;span style="mso-tab-count:1;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;Demonstrate the ability to assess different data sources and evaluate their reliability, relevance, and value for strategic purposes&lt;p&gt;&lt;/p&gt;&lt;/p&gt;&lt;p class="MsoNormal"&gt;&lt;strong&gt;Intellectual skills&lt;/strong&gt;&lt;span style="mso-tab-count:1;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&lt;/span&gt;&lt;p&gt;&lt;/p&gt;&lt;/p&gt;&lt;p class="MsoNormal"&gt;IS1&lt;span style="mso-tab-count:1;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;Apply data analytics approaches to business scenarios in support of strategic decision-making.&lt;p&gt;&lt;/p&gt;&lt;/p&gt;&lt;p class="MsoNormal"&gt;IS2&lt;span style="mso-tab-count:1;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;Critically assess and report on the ethical and legal issues of data analytics and governance.&lt;p&gt;&lt;/p&gt;&lt;/p&gt;&lt;p class="MsoNormal"&gt;IS3&lt;span style="mso-tab-count:1;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;Formulate data-driven strategies that align with the strategic objectives of an organisation.&lt;p&gt;&lt;/p&gt;&lt;/p&gt;&lt;p class="MsoNormal"&gt;&lt;strong&gt;Practical skills&lt;/strong&gt;&lt;span style="mso-tab-count:1;"&gt;&lt;strong&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&lt;/strong&gt;&lt;/span&gt;&lt;p&gt;&lt;/p&gt;&lt;/p&gt;&lt;p class="MsoNormal"&gt;PS1&lt;span style="mso-tab-count:1;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;Design and present data-driven reports that support organisational goals, apply appropriate analytical techniques and visual representations.&lt;p&gt;&lt;/p&gt;&lt;/p&gt;&lt;p class="MsoNormal"&gt;PS2&lt;span style="mso-tab-count:1;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;Design and create visual narratives that align with organisational strategies and facilitate data-driven decision making.&lt;p&gt;&lt;/p&gt;&lt;/p&gt;&lt;p class="MsoNormal"&gt;PS3&lt;span style="mso-tab-count:1;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;Critically evaluate how data is used to inform decision-making processes and drive business outcomes.&lt;p&gt;&lt;/p&gt;&lt;/p&gt;&lt;p class="MsoNormal"&gt;&lt;strong&gt;Transferable skills and personal qualities&lt;/strong&gt;&lt;span style="mso-tab-count:1;"&gt;&lt;strong&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&lt;/strong&gt;&lt;/span&gt;&lt;p&gt;&lt;/p&gt;&lt;/p&gt;&lt;p class="MsoNormal"&gt;TS1&lt;span style="mso-tab-count:1;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;Research data-driven strategies.&lt;p&gt;&lt;/p&gt;&lt;/p&gt;&lt;p class="MsoNormal"&gt;TS2&lt;span style="mso-tab-count:1;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;Communicate data-driven strategies to stakeholders.&lt;p&gt;&lt;/p&gt;&lt;/p&gt;</Content>
  </LearningOutcomes>
  <Knowledge Applicant="Y" Label="Knowledge and understanding" Student="Y">
    <Content></Content>
  </Knowledge>
  <IntellectualSkills Applicant="Y" Label="Intellectual skills" Student="Y">
    <Content></Content>
  </IntellectualSkills>
  <PracticalSkills Applicant="Y" Label="Practical skills" Student="Y">
    <Content></Content>
  </PracticalSkills>
  <TransferableSkills Applicant="Y" Label="Transferable skills and personal qualities" Student="Y">
    <Content></Content>
  </TransferableSkills>
  <EmployabilitySkillsList Applicant="Y" Label="Employability skills" Student="Y">
    <Skill>
      <SkillId></SkillId>
      <SkillDescription></SkillDescription>
    </Skill>
  </EmployabilitySkillsList>
  <Syllabus Applicant="Y" Label="Syllabus" Student="Y">
    <Content>&lt;p&gt;Syllabus (indicative curriculum content):&lt;/p&gt;&lt;p&gt;1. Introduction to data strategy and visualisation.&lt;br/&gt;2. Data governance, ethics and management.&lt;br/&gt;3. Data sources and collection methods.&lt;br/&gt;4. Introduction to data visualisation.&lt;br/&gt;5. Visualisation tools and techniques.&lt;br/&gt;6. Data analysis for strategic insights.&lt;br/&gt;7. Implementing data-driven strategies.&lt;br/&gt;8. Data-driven decision making for leaders.&lt;br/&gt;9. Measuring and optimising data strategies.&lt;br/&gt;10. Emerging trends.&lt;br/&gt;&amp;nbsp;&lt;/p&gt;</Content>
  </Syllabus>
  <TeachingMethods Applicant="Y" Label="Teaching and learning methods" Student="Y">
    <Content>&lt;p&gt;Interactive lectures: 20hrs&lt;br/&gt;Labs on data analytics and visualisation: 10hrs&lt;br/&gt;Guided independent study: 120hrs&lt;br/&gt;&amp;nbsp;&lt;/p&gt;</Content>
  </TeachingMethods>
  <AssessmentMethods Applicant="Y" Label="Assessment methods" Student="Y">
    <IntroText> </IntroText>
    <Method>
      <MethodId>0</MethodId>
      <MethodName>Other</MethodName>
      <MethodWeight>100%</MethodWeight>
    </Method>
    <OtherDescription>&lt;p&gt;Group presentation 70%&lt;/p&gt;&lt;p&gt;Individual essay 30%&lt;/p&gt;</OtherDescription>
  </AssessmentMethods>
  <FeedbackMethods Applicant="Y" Label="Feedback methods" Student="Y">
    <Content>&lt;p&gt;Written feedback provided on CLE&lt;/p&gt;</Content>
  </FeedbackMethods>
  <RequirementsList Applicant="Y" Label="Pre/co-requisites" Student="Y">
    <Requirement>
      <UnitCode></UnitCode>
      <UnitTitle></UnitTitle>
      <RequirementType></RequirementType>
      <Description></Description>
    </Requirement>
    <AdditionalRequirement></AdditionalRequirement>
  </RequirementsList>
  <AcademicPrograms Applicant="Y" Label="Academic programmes" Student="Y">
    <AcademicProgram>
      <Program></Program>
      <Plan></Plan>
      <Level></Level>
      <Requirement></Requirement>
    </AcademicProgram>
  </AcademicPrograms>
  <FreeChoice Applicant="Y" Label="Available as a free choice unit?" Student="Y">
    <Content>N</Content>
  </FreeChoice>
  <Accreditation Applicant="Y" Label="Accreditation" Student="Y">
    <Content></Content>
  </Accreditation>
  <RecommendedReading Applicant="Y" Label="Recommended reading" Student="Y">
    <Content>&lt;p class="MsoNormal"&gt;&lt;span style="mso-fareast-language:EN-GB;"&gt;Turban, E. et al. (2014) Business Intelligence: A Managerial Perspective. Harlow, Essex: Pearson.&amp;nbsp;&lt;/span&gt;&lt;span style="mso-fareast-language:EN-GB;mso-spacerun:yes;"&gt; &lt;/span&gt;&lt;span style="mso-fareast-language:EN-GB;"&gt;https://www.librarysearch.manchester.ac.uk/permalink/44MAN_INST/bofker/alma992982180922101631&lt;/span&gt;&lt;p&gt;&lt;/p&gt;&lt;/p&gt;</Content>
  </RecommendedReading>
  <StudyHours Applicant="Y" Label="Study hours" Student="Y">
    <IntroText> </IntroText>
    <ScheduledHours Applicant="Y" Label="Scheduled activity hours" Student="Y">
      <ActivityHours>
        <ActivityType>Lectures</ActivityType>
        <Hours>20</Hours>
      </ActivityHours>
      <ActivityHours>
        <ActivityType>Practical classes &amp; workshops</ActivityType>
        <Hours>10</Hours>
      </ActivityHours>
    </ScheduledHours>
    <PlacementHours Applicant="Y" Label="Placement hours" Student="Y">
      <ActivityHours>
        <ActivityType></ActivityType>
        <Hours>0</Hours>
      </ActivityHours>
    </PlacementHours>
    <TotalHours Applicant="Y" Label="Independent study hours" Student="Y">
      <Hours>120</Hours>
    </TotalHours>
  </StudyHours>
  <Notes Applicant="Y" Label="Additional notes" Student="Y">
    <Content></Content>
  </Notes>
</CourseUnit>
