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Unit 521 Using Data and
Information for Decision
Making Assignment Help
CMI Level 521 Assignment: DKM&X Case Study for
Data-Driven Decision Making
University University Of South Wales (USW)
Subject Unit 521 Using Data and Information for Decision Making
Key Information For Learners
Overview of assessment tasks
Each task in this assessment brief has been developed to enable you to
evidence achievement of the learning
outcomes and assessment criteria for CMI 521: Using Data and
Information for Decision Making. Each of the
assessment criteria must gain a pass outcome for you to successfully
achieve the unit.
Preparation for the assessment
● Before you begin the assessment brief please read the CMI 521 unit
specification thoroughly as only the
content related to the achievement of the assessment criteria will be
assessed.
● Research the topics being assessed. Suggested reading/web resources
are provided on the CMI 521 unit
specification. Your tutor may signpost you to relevant resources.
Additionally, you may access excellent online
resources at ManagementDirect. Please note that if you have a
customised site the
link will differ, please contact your Centre for clarification.
● If you are enrolled on the Trailblazer Apprenticeship programme you
are encouraged to review the
Apprenticeship Standard for Operations/Departmental Manager.
Completing the assessment brief
● The assessment brief contains a series of tasks which are clearly
referenced to the relevant assessment
criteria and indicative content.
● Refer to the Assessment Guidance Table at the end of the assessment
brief which outlines the requirements
for a Pass or Refer.
● Evidence must be provided in the evidence booklet. Additional work
based evidence such as plans or
documentation (which has been referred to within the main text)
should be included at the end of the booklet
marked ‘Work Based Evidence’. Appendices are not a requirement of
this assessment brief. If appendices are
included these will not be marked or moderated by the CMI.
● Work based evidence must be accompanied by a supporting
statement in the learner evidence box, to explain
the link to the assessment criteria. Work based evidence (where
required by the task) must not exceed SIX (6)
pages. Files embedded in the booklet must not exceed 10MB.
● The evidence booklet must be completed in a professional manner
(e.g. applying business conventions for
writing formal reports) and by using Microsoft Word, Rich Text
Format or another compatible software
programme and not in a PDF format.
● An appropriate referencing system (such as Harvard Referencing)
must be used to ensure the original
source(s) of quotations or models can be verified.
● Finally, you must sign the Learner Authenticity statement (an
electronic signature is accepted).
Learner support
For information regarding policies and procedures for assessment (e.g.
special assessment arrangements, learner
support, appeals, complaints, certification, confidentiality, plagiarism)
you should contact your tutor or Centre
manager and refer to the CMI Level 5 in Management and Leadership
syllabus.
» Introducing Assessment Brief CMI 521
The ability to analyse and manage data and information can lead to
increased competitiveness, productivity and
customer satisfaction and support innovation. With data and
information volumes increasing at an unprecedented
rate, the ability to interpret, use and harness this can become an
organisational and management challenge.
Assessment brief CMI 521 has been designed to equip learners with an
understanding of the purpose and
practices of interpreting, managing and presenting business data and
information to inform decision making at
different levels within an organisation.
» Assessment Tasks And Word Count
Assessment brief CMI 521 features the following assessment tasks.
Further detail is provided against each
assessment task within the brief.
Assessment TaskLearning outcomes covered by assessment
methodAssessment criteriaGuideline word count1a Write an account
on the use of data and information in decision makingLO1 Understand
the use of data and information in decision making1.1 Analyse the use
of data and information in decision making
1.2 Examine types of data and information used in decision
makingApprox. 1000 words1b Write a proposal entitled: The impact of
stakeholders, organisational and legal frameworks on the use of data
and information 1.3 Analyse the impact of organisational and legal
frameworks on the use of data and information in decision making
1.4 Discuss the impact of stakeholder needs on the collection, analysis
and interpretation of data and information for decision makingApprox.
1500 words2 Write a good practice guide entitled: Interpreting data
and information to meet the decision-making needs of
stakeholdersLO2 Be able to interpret data and information to support
decision making2.1 Discuss criteria used for selection of data and
information
2.2 Evaluate the use of tools and techniques for analysing and
interpreting data and information to support decision makingApprox.
1000 words3 Write an account on presenting data and information to
meet the decision-making needs of stakeholdersLO3 Know how to
present data and information used for decision making3.1 Evaluate
methods of presenting data and information used for decision
makingApprox. 500 words
Guideline word count
The written word, however generated and recorded, is still expected to
form the majority of assessable work
produced by Learners at Level 5. The amount and volume of work for
this unit should be broadly comparable to a
word count of 3500–4000 words within a margin of +/-10%. The
excessive use of word count is not grounds for
CMI 521 Page 3 of 8 Version 1
referral, however the CMI reserve the right to return work to the
Centre for editing and resubmission by the
Learner.
The following are excluded from inclusion in word count, if used and
not required by the assessment brief an
introduction to a job role, organisation or department, index or
contents pages, headings and sub headings,
diagrams, charts and graphs, reference list or bibliography, reflective
statement drawn from undertaking the
assignment and how this has impacted on the learner’s work.
Please see the CMI Assessment Guidance Policy for further guidance.
» The Use Of Data And Information In Decision Making
Understanding the use of data and information in decision making
across the different levels of an organisation is a
fundamental skill. An important element is an understanding of the
types, sources and uses of data and
information.
A manager, who has an in-depth understanding of how data and
information can be used, will be able to actively
participate and lead in decision making at a group, team, department,
project and business unit level in a variety of
organisational settings.
» Task 1a
You are required to write an account on the use of data and
information in decision making.
Using examples, the account must:
i. Analyse the use of data and information in decision making (AC1.1)
ii. Examine THREE (3) types of data and information used in decision
making (AC1.2)
Guidance for completion of Task 1a
● Within the account you should include sub-headings. You may
choose to include tables and diagrams
(as appropriate) to support your discussion.
● You are encouraged to consider the use of good practice examples
from an organisation you know well or have
researched.
● In writing your report you might want to clearly define what you
mean by data and information in the context of
your chosen organisation.
● Your discussion should be underpinned with relevant theoretical
principles and models.
● Please refer to the indicative content for each assessment criteria
(AC) outlined in the unit specification.
» Scenario
DKM&X is a large industrial company that manufactures tools and
equipment and also offers some consultancy
services.
450 staff are based at its UK headquarters. The company has various
strategic business units (SBUs) and offices
located across the UK, which make use of both internal and external
data and information sources for benchmarking,
performance management and reporting for internal use, customers,
professional services clients and other
stakeholders.
You lead a team consisting of full time and part time staff. Some staff
are based on site at the UK HQ whilst others
are mobile travelling to customer sites for face to face meetings. Within
your remit you also liaise with a range of
external stakeholders including customers, suppliers and regulatory
organisations.
A key aspect of your role is to make decisions based on data and
information from internal and external sources.
On a monthly basis, you are required to present performance and
benchmarking data and information to the senior
management team. You are also required to regularly provide
compliance data and information to regulatory bodies.
On a daily basis, your team access data and information on product
usage, production and quality, customers and
suppliers in line. Managing data and information lawfully and in
accordance with organisational and legal
requirements is a key aspect of the team’s role.
» Task 1b
Basing your response on the scenario, your own experience of
managing data and information in the workplace or
using examples from an organisation you know well or have
researched:
You are required to write a proposal on ‘The impact of stakeholders,
organisational and legal frameworks on the
use of data and information’.
Your proposal must use examples to:
i. Analyse the impact of TWO (2) organisational and ONE (1) legal
framework on the use of data and
information in decision making (AC1.3)
ii. Discuss the impact of stakeholder needs on the collection, analysis
and interpretation of data and information
for decision making (AC1.4)
Guidance for completion of Task 1b
● Within the account you should include sub headings. You may
choose to include tables and diagrams (as
appropriate) to support your discussion.
● You are encouraged to consider the use of good practice examples
from an organisation you know well or have
researched.
● Your discussion should be underpinned with relevant theoretical
principles and models.
● Please refer to the indicative content for each assessment criteria
(AC) outlined in the unit specification.
» Interpreting Data And Information To Support
Decision Making
How to interpret data and information sources and types for use in
different organisational contexts for decision
making is an important skill. This also includes assessing data quality
(clean data), currency, accuracy and
relevance.
» Task 2
You are required to create a good practice guide entitled ‘Interpreting
data and information to support decision
making’. The good practice guide will be used by other managers in the
organisation to enable them to get a better
understanding of how to interpret data and information to support
decision making.
The good practice guide must:
i. Use examples to discuss criteria used for selection of data and
information (AC2.1)
ii. Evaluate the use of tools and techniques for analysing and
interpreting data and information to support
decision making (AC2.2)
Guidance for completion of Task 2
● Within the good practice guide you should include sub-headings. You
may choose to include tables and
diagrams (as appropriate) to support your discussion.
● You are encouraged to consider the use of good practice examples
from an organisation you know well or have
researched.
● You are not expected to present data and information as part of your
response.
● Your discussion should be underpinned with relevant theoretical
principles and models.
● Please refer to the indicative content for each assessment criteria
(AC) outlined in the unit specification.
» Presenting Data And Information Used For Decision
Making
Being able to present data and information to support decision making
at different levels in an organisation and in
different contexts is an important skill. This includes being able to
present data and information in different formats
to meet stakeholder needs and in different decision action cycles,
which could be hourly, daily, monthly or on a
yearly basis.
» Task 3
You are required to write an account on methods of presenting data
and information to meet the decision-making
needs of stakeholders.
Using examples, the report must:
i. Evaluate TWO (2) methods of presenting data and information used
for decision making (AC3.1)
Guidance for completion of Task 2
● Within the report you should include sub-headings. You may choose
to include tables and diagrams (as
appropriate) to support your discussion.
● You are encouraged to consider the use of good practice examples
from an organisation you know well or have
researched.
● Your discussion should be underpinned with relevant theoretical
principles and models.
● Please refer to the indicative content for each assessment criteria
(AC) outlined in the unit specification.
» Assessment Guidance
ReferPass● The submission is incomplete
● Tasks are incomplete
● Not all assessment criteria have been met
● No examples are used or the examples given do not match the
requirements of the assessment criteria
● Evidence is
● Unclear
● Technically incorrect or inaccurate
● Biased
● Unprofessional language
● Poorly structured and presented
● Ideas are under-developed
● Lacks sufficient detail to show understanding of the topic
● The application of different perspectives, approaches or schools of
thought is unclear or inappropriate
● Little or no evaluation of evidence has taken place
● The ability to make judgments and solve complex problems has not
been evidenced
● Evidence is not directly attributable to the learner
● External sources of information are not acknowledged
● Work based evidence or artefacts (e.g. planning documents or
presentation slides) do not meet the requirements of the assessment
criteria and are not current (within 5 years)● All tasks have been
completed
● All assessment criteria have been met
● Examples given are well chosen and match the requirements of the
assessment criteria
● Evidence is
● Well written and presented
● Contains a breadth of examples
● Accurate
● Current (e.g. use of up to date legislation)
● Authentic
● Inclusive
● Coherent
● Credible
● Technically correct
● Evidence shows understanding and application of different
perspectives, approaches or schools of thought and the reasoning
behind them.
● Evidence shows the learners ability to evaluate evidence and solve
problems to achieve set outcomes.
● Evidence used from external sources has been correctly referenced
● Evidence is directly attributable to the learner
● Work based evidence or artefacts (e.g. planning documents or
presentation slides) match the requirements of the assessment criteria
and are current (within 5 years)
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Unit 521 Using Data and Information for Decision Making Assignment Help.pdf

  • 1. Unit 521 Using Data and Information for Decision Making Assignment Help CMI Level 521 Assignment: DKM&X Case Study for Data-Driven Decision Making University University Of South Wales (USW) Subject Unit 521 Using Data and Information for Decision Making Key Information For Learners
  • 2. Overview of assessment tasks Each task in this assessment brief has been developed to enable you to evidence achievement of the learning outcomes and assessment criteria for CMI 521: Using Data and Information for Decision Making. Each of the assessment criteria must gain a pass outcome for you to successfully achieve the unit. Preparation for the assessment ● Before you begin the assessment brief please read the CMI 521 unit specification thoroughly as only the content related to the achievement of the assessment criteria will be assessed. ● Research the topics being assessed. Suggested reading/web resources are provided on the CMI 521 unit specification. Your tutor may signpost you to relevant resources. Additionally, you may access excellent online resources at ManagementDirect. Please note that if you have a customised site the link will differ, please contact your Centre for clarification. ● If you are enrolled on the Trailblazer Apprenticeship programme you are encouraged to review the Apprenticeship Standard for Operations/Departmental Manager. Completing the assessment brief
  • 3. ● The assessment brief contains a series of tasks which are clearly referenced to the relevant assessment criteria and indicative content. ● Refer to the Assessment Guidance Table at the end of the assessment brief which outlines the requirements for a Pass or Refer. ● Evidence must be provided in the evidence booklet. Additional work based evidence such as plans or documentation (which has been referred to within the main text) should be included at the end of the booklet marked ‘Work Based Evidence’. Appendices are not a requirement of this assessment brief. If appendices are included these will not be marked or moderated by the CMI. ● Work based evidence must be accompanied by a supporting statement in the learner evidence box, to explain the link to the assessment criteria. Work based evidence (where required by the task) must not exceed SIX (6) pages. Files embedded in the booklet must not exceed 10MB. ● The evidence booklet must be completed in a professional manner (e.g. applying business conventions for writing formal reports) and by using Microsoft Word, Rich Text Format or another compatible software programme and not in a PDF format. ● An appropriate referencing system (such as Harvard Referencing) must be used to ensure the original source(s) of quotations or models can be verified.
  • 4. ● Finally, you must sign the Learner Authenticity statement (an electronic signature is accepted). Learner support For information regarding policies and procedures for assessment (e.g. special assessment arrangements, learner support, appeals, complaints, certification, confidentiality, plagiarism) you should contact your tutor or Centre manager and refer to the CMI Level 5 in Management and Leadership syllabus. » Introducing Assessment Brief CMI 521 The ability to analyse and manage data and information can lead to increased competitiveness, productivity and customer satisfaction and support innovation. With data and information volumes increasing at an unprecedented rate, the ability to interpret, use and harness this can become an organisational and management challenge. Assessment brief CMI 521 has been designed to equip learners with an understanding of the purpose and practices of interpreting, managing and presenting business data and information to inform decision making at different levels within an organisation. » Assessment Tasks And Word Count
  • 5. Assessment brief CMI 521 features the following assessment tasks. Further detail is provided against each assessment task within the brief. Assessment TaskLearning outcomes covered by assessment methodAssessment criteriaGuideline word count1a Write an account on the use of data and information in decision makingLO1 Understand the use of data and information in decision making1.1 Analyse the use of data and information in decision making 1.2 Examine types of data and information used in decision makingApprox. 1000 words1b Write a proposal entitled: The impact of stakeholders, organisational and legal frameworks on the use of data and information 1.3 Analyse the impact of organisational and legal frameworks on the use of data and information in decision making 1.4 Discuss the impact of stakeholder needs on the collection, analysis and interpretation of data and information for decision makingApprox. 1500 words2 Write a good practice guide entitled: Interpreting data and information to meet the decision-making needs of stakeholdersLO2 Be able to interpret data and information to support decision making2.1 Discuss criteria used for selection of data and information 2.2 Evaluate the use of tools and techniques for analysing and interpreting data and information to support decision makingApprox. 1000 words3 Write an account on presenting data and information to meet the decision-making needs of stakeholdersLO3 Know how to present data and information used for decision making3.1 Evaluate
  • 6. methods of presenting data and information used for decision makingApprox. 500 words Guideline word count The written word, however generated and recorded, is still expected to form the majority of assessable work produced by Learners at Level 5. The amount and volume of work for this unit should be broadly comparable to a word count of 3500–4000 words within a margin of +/-10%. The excessive use of word count is not grounds for CMI 521 Page 3 of 8 Version 1 referral, however the CMI reserve the right to return work to the Centre for editing and resubmission by the Learner. The following are excluded from inclusion in word count, if used and not required by the assessment brief an introduction to a job role, organisation or department, index or contents pages, headings and sub headings, diagrams, charts and graphs, reference list or bibliography, reflective statement drawn from undertaking the assignment and how this has impacted on the learner’s work. Please see the CMI Assessment Guidance Policy for further guidance. » The Use Of Data And Information In Decision Making
  • 7. Understanding the use of data and information in decision making across the different levels of an organisation is a fundamental skill. An important element is an understanding of the types, sources and uses of data and information. A manager, who has an in-depth understanding of how data and information can be used, will be able to actively participate and lead in decision making at a group, team, department, project and business unit level in a variety of organisational settings. » Task 1a You are required to write an account on the use of data and information in decision making. Using examples, the account must: i. Analyse the use of data and information in decision making (AC1.1) ii. Examine THREE (3) types of data and information used in decision making (AC1.2) Guidance for completion of Task 1a ● Within the account you should include sub-headings. You may choose to include tables and diagrams (as appropriate) to support your discussion. ● You are encouraged to consider the use of good practice examples
  • 8. from an organisation you know well or have researched. ● In writing your report you might want to clearly define what you mean by data and information in the context of your chosen organisation. ● Your discussion should be underpinned with relevant theoretical principles and models. ● Please refer to the indicative content for each assessment criteria (AC) outlined in the unit specification. » Scenario DKM&X is a large industrial company that manufactures tools and equipment and also offers some consultancy services. 450 staff are based at its UK headquarters. The company has various strategic business units (SBUs) and offices located across the UK, which make use of both internal and external data and information sources for benchmarking, performance management and reporting for internal use, customers, professional services clients and other stakeholders. You lead a team consisting of full time and part time staff. Some staff are based on site at the UK HQ whilst others are mobile travelling to customer sites for face to face meetings. Within
  • 9. your remit you also liaise with a range of external stakeholders including customers, suppliers and regulatory organisations. A key aspect of your role is to make decisions based on data and information from internal and external sources. On a monthly basis, you are required to present performance and benchmarking data and information to the senior management team. You are also required to regularly provide compliance data and information to regulatory bodies. On a daily basis, your team access data and information on product usage, production and quality, customers and suppliers in line. Managing data and information lawfully and in accordance with organisational and legal requirements is a key aspect of the team’s role. » Task 1b Basing your response on the scenario, your own experience of managing data and information in the workplace or using examples from an organisation you know well or have researched: You are required to write a proposal on ‘The impact of stakeholders, organisational and legal frameworks on the use of data and information’.
  • 10. Your proposal must use examples to: i. Analyse the impact of TWO (2) organisational and ONE (1) legal framework on the use of data and information in decision making (AC1.3) ii. Discuss the impact of stakeholder needs on the collection, analysis and interpretation of data and information for decision making (AC1.4) Guidance for completion of Task 1b ● Within the account you should include sub headings. You may choose to include tables and diagrams (as appropriate) to support your discussion. ● You are encouraged to consider the use of good practice examples from an organisation you know well or have researched. ● Your discussion should be underpinned with relevant theoretical principles and models. ● Please refer to the indicative content for each assessment criteria (AC) outlined in the unit specification. » Interpreting Data And Information To Support Decision Making How to interpret data and information sources and types for use in different organisational contexts for decision making is an important skill. This also includes assessing data quality
  • 11. (clean data), currency, accuracy and relevance. » Task 2 You are required to create a good practice guide entitled ‘Interpreting data and information to support decision making’. The good practice guide will be used by other managers in the organisation to enable them to get a better understanding of how to interpret data and information to support decision making. The good practice guide must: i. Use examples to discuss criteria used for selection of data and information (AC2.1) ii. Evaluate the use of tools and techniques for analysing and interpreting data and information to support decision making (AC2.2) Guidance for completion of Task 2 ● Within the good practice guide you should include sub-headings. You may choose to include tables and diagrams (as appropriate) to support your discussion. ● You are encouraged to consider the use of good practice examples from an organisation you know well or have researched. ● You are not expected to present data and information as part of your
  • 12. response. ● Your discussion should be underpinned with relevant theoretical principles and models. ● Please refer to the indicative content for each assessment criteria (AC) outlined in the unit specification. » Presenting Data And Information Used For Decision Making Being able to present data and information to support decision making at different levels in an organisation and in different contexts is an important skill. This includes being able to present data and information in different formats to meet stakeholder needs and in different decision action cycles, which could be hourly, daily, monthly or on a yearly basis. » Task 3 You are required to write an account on methods of presenting data and information to meet the decision-making needs of stakeholders. Using examples, the report must: i. Evaluate TWO (2) methods of presenting data and information used for decision making (AC3.1) Guidance for completion of Task 2
  • 13. ● Within the report you should include sub-headings. You may choose to include tables and diagrams (as appropriate) to support your discussion. ● You are encouraged to consider the use of good practice examples from an organisation you know well or have researched. ● Your discussion should be underpinned with relevant theoretical principles and models. ● Please refer to the indicative content for each assessment criteria (AC) outlined in the unit specification. » Assessment Guidance ReferPass● The submission is incomplete ● Tasks are incomplete ● Not all assessment criteria have been met ● No examples are used or the examples given do not match the requirements of the assessment criteria ● Evidence is ● Unclear ● Technically incorrect or inaccurate ● Biased ● Unprofessional language ● Poorly structured and presented ● Ideas are under-developed ● Lacks sufficient detail to show understanding of the topic ● The application of different perspectives, approaches or schools of
  • 14. thought is unclear or inappropriate ● Little or no evaluation of evidence has taken place ● The ability to make judgments and solve complex problems has not been evidenced ● Evidence is not directly attributable to the learner ● External sources of information are not acknowledged ● Work based evidence or artefacts (e.g. planning documents or presentation slides) do not meet the requirements of the assessment criteria and are not current (within 5 years)● All tasks have been completed ● All assessment criteria have been met ● Examples given are well chosen and match the requirements of the assessment criteria ● Evidence is ● Well written and presented ● Contains a breadth of examples ● Accurate ● Current (e.g. use of up to date legislation) ● Authentic ● Inclusive ● Coherent ● Credible ● Technically correct ● Evidence shows understanding and application of different perspectives, approaches or schools of thought and the reasoning behind them. ● Evidence shows the learners ability to evaluate evidence and solve
  • 15. problems to achieve set outcomes. ● Evidence used from external sources has been correctly referenced ● Evidence is directly attributable to the learner ● Work based evidence or artefacts (e.g. planning documents or presentation slides) match the requirements of the assessment criteria and are current (within 5 years) If you are falling short of time left and searching for expert help for your CMI Level 521 Assignment: DKM&X Case Study for Data-Driven Decision Making? Our team of professional diploma writers provides top-quality Diploma Assignment Help UK. Just write do my assignment, and your assignment will be completed on time. We are ensuring you get the best results on our affordable report writing Help. Contact us today for a plagiarism-free solution. This will help you stand out from the rest with better grades.