DIKW Framework and Data Collection for Research on Grit Concept

This article discusses the DIKW framework and data collection methods used in a research project on the grit concept. The article explains the relations among data, information, knowledge, and wisdom, and how they were utilized in the project. The article also includes a questionnaire used for primary data collection and a comparison with a similar study on grit.

Digital skills

INTRODUCTION
Within current project usages of DIKW model have been developed for obtaining
information through determining data additionally with driving crucial knowledge as a set of
data which has an applied context, facilitating a huge view of atmosphere. The recent project
further depends upon the work of Angle Duckworth who drives out an effectual research that
discuss about the grit concept and their relations with students academic level. In addition to this,
the present project comprises of explanation regarding data collection for recent project with
determining information depends upon accumulated along with forming Knowledge and
Wisdom.
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MAIN BODY
DIKW framework
Knowledge pyramid, Wisdom hierarchy and information hierarchy are few of the names
that refers to relations among data, information, knowledge and wisdom within data,
information, knowledge, Wisdom (DIKW) pyramid which have rigidity set of developing
blocks- data comes initially, later information is next, thereafter knowledge obeys and at last
wisdom is on the top.
Data collection
Respective stage of DIKW framework incorporates the data and facts collection into raw as well
as unorganised way in kinds of numbers or characteristics. Utilisation of several approaches and
methods that are developed through research for accumulation of information as to ensure
project authenticity and reliability which is largely based upon collecting information based upon
that information and knowledge is derived.
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With regards to present study, utilisation of quantitative nature of method has been
developed for data collection as this assists in effective gatherings of data into statistical forms
which is much simpler to represent as statistical charts and graphs for drawing as well as come
up with develop level of knowledge and information. Rather than it, utilisation of survey strategy
which has been also formed for recent study that includes data accumulation with assistance of
questionnaires which renders a time and cost effectual way for appropriate data collection. In
addition to this, primary and secondary both data have been utilised for present project as
primary data renders initial handed information. While secondary data is essential to have
assistance and framework depends on few past information. Additionally, the secondary
information is depends upon research performed by Angela Duckworth that render explanation
regarding grit concept as their effectiveness into passing CRAAP test. Furthermore, primary
information has been accumulated with assistance of questionnaire by aids of e-mail for data
gatherings form respondents chosen from classmates and other students.
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Utilisation of below explained questionnaire has been developed during present survey
for primary data collection:
Raw accumulation of data accumulated by questionnaires:
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Information:
Information is the other building blocks of DIKW pyramid. Moreover, it is the information
which has been “cleaned” of defects as well as further processed into such manner which
develops it simple for measuring, visualising and analysing for particular intent. with regards to
present study, utilisation of thematic kinds of evaluation that have been developed for
synthesising as well as developing data from accumulated information which is facilitated
underneath:
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Knowledge
Knowledge is considered as the third level of DIKW model that states the effective data
collection which may develop it much helpful. Moreover, the stage of knowledge in DIKW
hierarchy is regarded as deterministic procedures. When anyone memorises information because
of their helpfulness, thereafter they may be said that it have gathered knowledge. Respective step
tries to identify the answers to the “How” question. Additionally, the particular measures are
represented as well as the information derived into last phase is utilised for answering this
questions.
Furthermore, this has been monitored that 7 respondents during survey were have 4
academic levels where 2 participants were having 5 level of academic. This have been evaluated
that nil respondents numbers were have 1 as its grit score while 2 of them tends to have 2 as its
grit score. Along with this, it has been also determined that 4 respondents tend to have 4 as its
grit where as only 2 participants have around 5 as their score of grit.
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Wisdom
Compare your research with the material presented in Week 7 called Data collected by students
in January 2020 about grit.
As DIKW is crucial framework which tends to renders the relation among the data,
information, knowledge and wisdom from that every aspects is undertaken as a step for attaining
highest understanding as well as intelligence level for effectual decision taking. With regards of
recent study, utilisation of quantitative method nature have been formed for accumulation of
information as this assists in effective gathering of data into statistical terms which is much
simple for representing charts and graphs to come up with develop level of information and
knowledge.
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As information is derived from accumulated raw information which develops from total
of 10 respondents, 3 belongs from the age group of 18-24 years where as 6 from 25-34 age group
while rest 2 respondents is under age of 35-44 years. Additionally, this has been determined
based upon recent study which the whole 10 respondents were in favour of the fact that Grit
represents the passion and perseverance power level into person as well as student which leads
towards developed success. In addition to this, this data have been derived from present study
numbers of participants were nil that have around 1 and 4 as academic level where as only 1
respondents have 2 academic level. Furthermore, this has been monitored that 7 respondents
during survey were have 4 academic levels where 2 participants were having 5 level of
academic. This have been evaluated that nil respondents numbers were have 1 as its grit score
while 2 of them tends to have 2 as its grit score. Along with this, it has been also determined that
4 respondents tend to have 4 as its grit where as only 2 participants have around 5 as their score
of grit.
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CONCLUSION
In addition to this, secondary information is depends upon research performed through
Angela Duckworth that renders explanation regarding grit concept as their effectiveness is
passing the CRAAP test. Apart from this, primary information has been accumulated with
assistance of questionnaire by aids of e-mail for data gatherings form respondents chosen from
classmates and other students.
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REFERENCES
Books & Journals
Baronov, D., 2021. Conceptual foundations of social research methods. Routledge.
Lê, J.K. and Schmid, T., 2020. The practice of innovating research methods. Organizational
Research Methods, p.1094428120935498.
Liamputtong, P., 2020. Qualitative research methods.
Rassel, G., Leland, S., Mohr, Z. and O’Sullivan, E., 2020. Research methods for public
administrators. Routledge.
Kohler, U., 2020, June. Survey Research Methods during the COVID-19 Crisis. In Survey
Research Methods (Vol. 14, No. 2, pp. 93-94).
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