<?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>IIDS61412</Code>
  </UnitCode>
  <UnitTitle Applicant="Y" Label="Unit title" Student="Y">
    <Title>Decision Support Systems</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 6</Level>
  </UnitLevel>
  <StaffList Applicant="Y" Label="Teaching staff" RoleLabel="Course Unit Role" Student="Y">
    <StaffMember>
      <Name>Niels Peek</Name>
      <Role>Unit coordinator</Role>
    </StaffMember>
  </StaffList>
  <OfferedBy Applicant="Y" Label="Offered by" Student="Y">
    <OrganisationList>
      <Organisation>
        <OrgName>Division of Informatics, Imaging and Data Sciences</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 unit focuses on patient data and clinical knowledge and how they are used to inform clinical decision making using computational methods. Students learn about the different forms of healthcare knowledge and decision making; how knowledge can be represented in computable form; and the design and evaluation of decision support systems. The module will also consider clinical decision support (CDS) systems in a wider perspective, studying methodological and technological challenges involved in integrating decision support into clinical practice.&lt;/p&gt;</Content>
  </MarketingOverview>
  <UnitOverview Applicant="" Label="Course unit overview" Student="Y">
    <Content>&lt;p&gt;This unit focuses on patient data and clinical knowledge and how they are used to inform clinical decision making using computational methods. Students learn about the different forms of healthcare knowledge and decision making; how knowledge can be represented in computable form; and the design and evaluation of decision support systems. The module will also consider clinical decision support (CDS) systems in a wider perspective, studying methodological and technological challenges involved in integrating decision support into clinical practice.&lt;/p&gt;</Content>
  </UnitOverview>
  <Aims Applicant="Y" Label="Aims" Student="Y">
    <Content>&lt;p&gt;The unit aims to introduce students to fundamentals of clinical decision support systems: underlying theories of decision making; knowledge acquisition and modelling; different types of decision support; and approaches to evaluation.&lt;/p&gt;</Content>
  </Aims>
  <LearningOutcomes Applicant="Y" Label="Learning outcomes" Student="Y">
    <Content>&lt;p&gt;&amp;nbsp;&amp;nbsp;&lt;/p&gt;&lt;table border="1" cellpadding="0" cellspacing="0"&gt;	&lt;tbody&gt;		&lt;tr&gt;			&lt;td style="width: 321px"&gt;				&lt;p align="center" style="margin-left: 1pt"&gt;&lt;span style="font-size: 12px"&gt;&lt;strong&gt;Category of outcome&lt;/strong&gt;&lt;/span&gt;&lt;/p&gt;&lt;/td&gt;			&lt;td style="width: 329px"&gt;				&lt;p style="margin-left: 1pt"&gt;&lt;span style="font-size: 12px"&gt;&lt;em&gt;Students should be able to;&lt;/em&gt;&lt;/span&gt;&lt;/p&gt;&lt;/td&gt;		&lt;/tr&gt;		&lt;tr&gt;			&lt;td style="width: 321px"&gt;				&lt;p style="margin-left: 1pt"&gt;&lt;span style="font-size: 12px"&gt;A. Knowledge and understanding&lt;/span&gt;&lt;/p&gt;&lt;p style="margin-left: 1pt"&gt;&lt;span style="font-size: 12px"&gt;&amp;nbsp;&lt;/span&gt;&lt;/p&gt;&lt;/td&gt;			&lt;td style="width: 329px"&gt;				&lt;p style="margin-left: 1pt"&gt;&lt;span style="font-size: 12px"&gt;LO1: The nature of clinical of decision making and decision science (e.g. statistical decision theory, psychological decision theories, shared decision making) to develop CDS systems.&lt;/span&gt;&lt;/p&gt;&lt;p style="margin-left: 1pt"&gt;&lt;span style="font-size: 12px"&gt;LO2: The types of CDS including alerts, prompts, reminders, computerized clinical guidelines including their strengths and weaknesses.&lt;/span&gt;&lt;/p&gt;&lt;p style="margin-left: 1pt"&gt;&lt;span style="font-size: 12px"&gt;LO3: The acquisition and modelling of knowledge for computational purposes&lt;/span&gt;&lt;/p&gt;&lt;p style="margin-left: 1pt"&gt;&lt;span style="font-size: 12px"&gt;LO4: The application of CDS to support individuals and/or populations.&lt;/span&gt;&lt;/p&gt;&lt;p style="margin-left: 1pt"&gt;&lt;span style="font-size: 12px"&gt;LO5: Performance aspects and designs for the evaluation of CDS systems&lt;/span&gt;&lt;/p&gt;&lt;/td&gt;		&lt;/tr&gt;		&lt;tr&gt;			&lt;td style="width: 321px"&gt;				&lt;p style="margin-left: 1pt"&gt;&lt;span style="font-size: 12px"&gt;B. Intellectual skills&lt;/span&gt;&lt;/p&gt;&lt;p style="margin-left: 1pt"&gt;&lt;span style="font-size: 12px"&gt;&amp;nbsp;&lt;/span&gt;&lt;/p&gt;&lt;/td&gt;			&lt;td style="width: 329px"&gt;				&lt;p style="margin-left: 1pt"&gt;&lt;span style="font-size: 12px"&gt;LO6: Critically reviewing published literature on CDS systems&lt;/span&gt;&lt;/p&gt;&lt;p style="margin-left: 1pt"&gt;&lt;span style="font-size: 12px"&gt;LO7: Critically assessing proposals for evaluations of CDS systems&lt;/span&gt;&lt;/p&gt;&lt;p style="margin-left: 1pt"&gt;&lt;span style="font-size: 12px"&gt;LO8: Describing and assessing biases in the evaluations of CDS systems&lt;/span&gt;&lt;/p&gt;&lt;p style="margin-left: 1pt"&gt;&lt;span style="font-size: 12px"&gt;LO9: Developing a proposal for the evaluation of a CDS system&lt;/span&gt;&lt;/p&gt;&lt;/td&gt;		&lt;/tr&gt;		&lt;tr&gt;			&lt;td style="width: 321px"&gt;				&lt;p style="margin-left: 1pt"&gt;&lt;span style="font-size: 12px"&gt;C. Practical skills&lt;/span&gt;&lt;/p&gt;&lt;p style="margin-left: 1pt"&gt;&lt;span style="font-size: 12px"&gt;&amp;nbsp;&lt;/span&gt;&lt;/p&gt;&lt;/td&gt;			&lt;td style="width: 329px"&gt;				&lt;p style="margin-left: 1pt"&gt;&lt;span style="font-size: 12px"&gt;LO10: Developing CDS strategies to support quality and patient safety&lt;/span&gt;&lt;/p&gt;&lt;p style="margin-left: 1pt"&gt;&lt;span style="font-size: 12px"&gt;LO11: Critically evaluating a CDS implementation at an organisation or in other scenarios&lt;/span&gt;&lt;/p&gt;&lt;p style="margin-left: 1pt"&gt;&lt;span style="font-size: 12px"&gt;LO12: Assessing risk for CDS systems&lt;/span&gt;&lt;/p&gt;&lt;/td&gt;		&lt;/tr&gt;		&lt;tr&gt;			&lt;td style="width: 321px"&gt;				&lt;p style="margin-left: 1pt"&gt;&lt;span style="font-size: 12px"&gt;D. Transferable skills and personal qualities&lt;/span&gt;&lt;/p&gt;&lt;p style="margin-left: 1pt"&gt;&lt;span style="font-size: 12px"&gt;&amp;nbsp;&lt;/span&gt;&lt;/p&gt;&lt;/td&gt;			&lt;td style="width: 329px"&gt;				&lt;p style="margin-left: 1pt"&gt;&lt;span style="font-size: 12px"&gt;LO13: Working collaboratively within a team&lt;/span&gt;&lt;/p&gt;&lt;p style="margin-left: 1pt"&gt;&lt;span style="font-size: 12px"&gt;LO14: Presenting ideas and work in a verbal and written format&lt;/span&gt;&lt;/p&gt;&lt;p style="margin-left: 1pt"&gt;&lt;span style="font-size: 12px"&gt;LO15: Self-reflecting on the learning and how it can be applied in the work-place&lt;/span&gt;&lt;/p&gt;&lt;/td&gt;		&lt;/tr&gt;	&lt;/tbody&gt;&lt;/table&gt;&lt;p&gt;&amp;nbsp;&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></Content>
  </Syllabus>
  <TeachingMethods Applicant="Y" Label="Teaching and learning methods" Student="Y">
    <Content>&lt;p&gt;This unit will delivered in a blended format: e-Learning preparation material will impart basic and core knowledge whilst the face-to-face lectures and open discussions will introduce concrete examples and encourage attendees to draw upon their own reading and experience. Group, problem based learning will show a deeper understanding of the area and encourage collaborative working. Example case-studies will be drawn from University of Manchester (HeRC) and University College London research-driven projects and current NHS projects. The F2F teaching will be delivered as 1 x three day block of workshops covering a key section&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;&amp;nbsp;&lt;/p&gt;&lt;table border="1" cellpadding="0" cellspacing="0" width="621"&gt;	&lt;tbody&gt;		&lt;tr&gt;			&lt;td style="height: 27px; width: 207px"&gt;				&lt;p&gt;&lt;span style="font-size: 12px"&gt;&lt;strong&gt;Assessment Methods&lt;/strong&gt;&lt;/span&gt;&lt;/p&gt;&lt;/td&gt;			&lt;td style="height: 27px; width: 254px"&gt;				&lt;p&gt;&lt;span style="font-size: 12px"&gt;&lt;strong&gt;Weighting (%)&lt;/strong&gt;&lt;/span&gt;&lt;/p&gt;&lt;/td&gt;		&lt;/tr&gt;		&lt;tr&gt;			&lt;td style="height: 27px; width: 207px"&gt;				&lt;p&gt;&lt;span style="font-size: 12px"&gt;Group Presentation&lt;/span&gt;&lt;/p&gt;&lt;/td&gt;			&lt;td style="height: 27px; width: 254px"&gt;				&lt;p&gt;&lt;span style="font-size: 12px"&gt;20%&lt;/span&gt;&lt;/p&gt;&lt;/td&gt;		&lt;/tr&gt;		&lt;tr&gt;			&lt;td style="height: 27px; width: 207px"&gt;				&lt;span style="font-size: 12px"&gt;Computer Practical&lt;/span&gt;&lt;/td&gt;			&lt;td style="height: 27px; width: 254px"&gt;				&lt;span style="font-size: 12px"&gt;20%&lt;/span&gt;&lt;/td&gt;		&lt;/tr&gt;		&lt;tr&gt;			&lt;td style="height: 27px; width: 207px"&gt;				&lt;p&gt;&lt;span style="font-size: 12px"&gt;Report&lt;/span&gt;&lt;/p&gt;&lt;/td&gt;			&lt;td style="height: 27px; width: 254px"&gt;				&lt;p&gt;&lt;span style="font-size: 12px"&gt;60%&lt;/span&gt;&lt;/p&gt;&lt;/td&gt;		&lt;/tr&gt;	&lt;/tbody&gt;&lt;/table&gt;&lt;p&gt;&amp;nbsp;&lt;/p&gt;</OtherDescription>
  </AssessmentMethods>
  <FeedbackMethods Applicant="Y" Label="Feedback methods" Student="Y">
    <Content>&lt;p&gt;Formative assessment and feedback to students is a key feature of the on-line learning materials for this unit.&amp;nbsp;&lt;/p&gt;&lt;p&gt;Regular presentation of results to tutor and staff to elicit feedback and develop ideas/work.&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>MSc Health Info UCL/UoM PT</Program>
      <Plan>MSc Health Info UCL/UoM PT</Plan>
      <Level>PGDT Taught Component</Level>
      <Requirement>Optional</Requirement>
    </AcademicProgram>
    <AcademicProgram>
      <Program>PGDip Health Info UCL/UoM FT</Program>
      <Plan>PGDip Health Info UCL/UoM FT</Plan>
      <Level>PGDT Taught Component</Level>
      <Requirement>Optional</Requirement>
    </AcademicProgram>
    <AcademicProgram>
      <Program>PGDip Health Info UCL/UoM PT</Program>
      <Plan>PGDip Health Info UCL/UoM PT</Plan>
      <Level>PGDT Taught Component</Level>
      <Requirement>Optional</Requirement>
    </AcademicProgram>
    <AcademicProgram>
      <Program>MSc Health Info UCL/UoM - Mod</Program>
      <Plan>MSc Health Info UCL/UoM - Mod</Plan>
      <Level>PGDT Taught Component</Level>
      <Requirement>Optional</Requirement>
    </AcademicProgram>
    <AcademicProgram>
      <Program>Dip Health Info UCL/UoM - Mod</Program>
      <Plan>Dip Health Info UCL/UoM - Mod</Plan>
      <Level>PGDT Taught Component</Level>
      <Requirement>Optional</Requirement>
    </AcademicProgram>
    <AcademicProgram>
      <Program>Cert Health Info UCL/UoM - Mod</Program>
      <Plan>Cert Health Info UCL/UoM - Mod</Plan>
      <Level>PGDT Taught Component</Level>
      <Requirement>Optional</Requirement>
    </AcademicProgram>
    <AcademicProgram>
      <Program>PGCert Health Info UCL/UoM FT</Program>
      <Plan>PGCert Health Info UCL/UoM FT</Plan>
      <Level>PGDT Taught Component</Level>
      <Requirement>Optional</Requirement>
    </AcademicProgram>
    <AcademicProgram>
      <Program>PGCert Health Info UCL/UoM PT</Program>
      <Plan>PGCert Health Info UCL/UoM PT</Plan>
      <Level>PGDT Taught Component</Level>
      <Requirement>Optional</Requirement>
    </AcademicProgram>
    <AcademicProgram>
      <Program>Health Informatics-UCL/UoM CPD</Program>
      <Plan>Health Informatics-UCL/UoM CPD</Plan>
      <Level>PGDT Taught Component</Level>
      <Requirement>Optional</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></Content>
  </RecommendedReading>
  <StudyHours Applicant="Y" Label="Study hours" Student="Y">
    <IntroText> </IntroText>
    <ScheduledHours Applicant="Y" Label="Scheduled activity hours" Student="Y">
      <ActivityHours>
        <ActivityType></ActivityType>
        <Hours>0</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>150</Hours>
    </TotalHours>
  </StudyHours>
  <Notes Applicant="Y" Label="Additional notes" Student="Y">
    <Content></Content>
  </Notes>
</CourseUnit>
