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CHAPTER 4: PRESENTATION,
DATA ANALYSIS AND
INTERPRETATION OF DATA
Data Presentation
The data presentation section
introduces the chapter by indicating
order of presentation.
• It summarizes background
information of the respondents and
the data
literature,
collected through
survey questionnaires,
interviews and observations.
• Data should be sufficient,
and accurate; presentation
valid
should
be clear and logical.
Data Presentation
• It follows the sequence
should adequately answer
questions raised. The data
the
research questions.
• The tables, graphs and figures
are appropriately presented,
placed, titled, numbered and
referred to in the text.
• The text presents only the
highlight of the tables.
Data Presentation
• Appropriate sub headings are
used to facilitate reader
perusal of text and presents
non-evaluative analysis of
data.
This chapter presents the findings of
the study.
Presentation should be clear and scholarly done
and may come in the form of tables, figures or
charts. Analysis refers to the skill of the
describing, delineating
differences,
researcher in
similarities and
significant findings or data and ability
extract information or messages out
presented data. Interpretation
explanation or suggestions inferred
highlighting the
to
of the
is the
from the
data, their implications but not conclusions.
ANALYSIS OF DATA
In analyzing data, stress only
those important result that
information that could
gives
answer
raised posed in
study
the problem you
or your
which you stated in
Chapter 1. you highlight
only those important and
unique findings. You have to
be consistent and coherent
in your approach as well as
logical, based on certain
academic conventions.
ANALYSIS OF DATA
• Data may be analyzed quantitatively
or qualitatively depending on the
level of measurement and the number
of dimensions and variables of the
study.
• Analyze in depth to give meaning to
the data presented in the data
presented in the table. Avoid table
reading.
• State statistical descriptions in
declarative sentences, e.g. in the
studies involving:
INTERPRETATION OF DATA
• Establish interconnection between
and among data
• Check for indicators whether
hypothesis/es is/are supported or
not by findings.
• Link the present findings with
the previous literature.
• Use parallel observations with
contemporary events to give
credence presented in the
introduction.
PRESENTATION OF DATA
• Present the findings of the
study in the order of the
specific problem as stated
in the statement of the
Problem.
• Present the data in these
forms:
–Tabular
–Textual
–Graphical
A.Tabular Presentation
Tables organize and compress
data into standardized forms.
They facilitate the study and
interpretation.
Example: Slide 4
B. Textual Presentation of Data
the
involves
data
using
Presenting
textually
statements
describe a
with
given
aims to highlight
number to
data. It
some
important data
the tabular
and supplement
or graphical
presentation.
Example:
C. Graphical Presentation of Data
•A graph is a chart representing
the quantitative variations of a
variable itself or in comparison
with those of another variable.
•Graphing presents variations,
changes and relationships of data
in a very attractive, appealing,
effective and convincing way.
•The common types of graphs used
in research are bar graph, line
graph, circle graph, pictogram and
map graph. You should only choose
the graphs which represent best
your data to avoid redundancy.Bar
- vertical, horizontal, Multiple
component
• BAR GRAPH
80
70
60
50
40
30
20
10
0
Not At
All
Fair Relative Too Excessive
Much
Not At
All
Fair Relative Too Excessive
Much
46
14
60 68 62
71
41
75
37
26
Interests Studies
80
70
60
50
40
30
20
10
0
Not At
All
Fair Relative Too Excessive
Much
Not At
All
Fair Relative Too Excessive
Much
48
31
60 61
50 42 43
73
43 49
Attire Hobbies
• Bar graph & Pie Chart
20
0
80
60
40
120
100
160
140
180
Yes No Maybe I don't know
15
55
7
Will the repondents still
patronize OPM?
6.00%
173 69.20%
22.00%
Percentage
Yes No Maybe
2.80%
I don't know
•Line Graph
The External Format
The use of tables and graph
• Tables and graphs are both ways
to organize and arrange data so
that it is more easily
understood by the viewer.
• Tables and graphs are related
in the sense that the
information used in tables is
frequently also used for the
basis of graphs.
⚫ When designing table, keep the
format clear and simple. Line up
decimal places, note units clearly,
use a large enough typeface and
construct a clean orderly
arrangement of rows and columns.
⚫ Bar graphs are an excellent way to
show the results that are one time,
that are not continuous—especially
samplings such as surveys and
inventories.
⚫ Bar graphs are used to get an
overall idea or trends in responses
which categories get, many versus
few responses.
• Bars in a graph should be wider
than the spaces between them.
• All bars should be of equal
and all spaces including the
width,
space
between the axis and the first bar,
should be equal of width.
• Bars should be neither very thin
nor very wide.
• Use the same color for all the bars
in a graph that are in a single
data set.
• Use different fill colors for
positive and negative values.
• Line graph is most useful in
displaying data or information that
change continuously over time.
⚫The column graph is more
similar
⚫Circle or pie graphs are
particularly good illustrations
when considering how many parts
of a whole are inception.
⚫Each slice should be easily
distinguished from the rest and
clearly labeled.
⚫Use 6 or fewer slices in a
graph.
⚫Emphasize a slice in a pie
graph by exploding it or by
choosing a color different from
the rest of the slices.
⚫Number of segments or slices in
a pie graph should be limited
to those that can be seen and
labeled.
• Components that are too small to be
shown individually can be grouped into
one segment labeled other or
miscellaneous.
• The largest segment conventionally
begins at 1200 or at a quarter hour and
runs clockwise. Remaining segments
continue clockwise.
• The most important slice is in the
upper-right quadrant.
Other Conventions
Regarding Graphics
1. Keep graphics simple. Design the
graphic to help others understand
your point.
2. Simplify your data
3. Use consistent symbols
4. Avoid special effects if they do
not enhance the point to be made.
Caption, Labels And Lines
Table caption should be the same as
that which appears in the list of
tables. It is placed above the table
unlike that which is used in
figures. The caption should tell in
precise terms what the table
contains.
Other Rules in Caption
1. No terminal punctuation.
2. Unusual abbreviation are not allowed
in the table, if necessary, put a
legend at the bottom of the table.
3. Captions should be worded as
concisely as clarity permits.
a page the caption should be on
4. When a table is placed broadside on
the
binding side.
5. Be consistent in label size, font
and style.
Figure (Chart, Graph And
Illustration)
These should be done judiciously. The
research reporter must ask himself
illustration necessary? Does
the following questions: is the
it
simply repeat what the text said?
Illustrative materials shall be called
figures. The figure number and
caption should be centered below the
illustration. An Arabic numeral is
written after the word “Figure”
followed by a period.
The caption should be brief and
explanatory.

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Chapter 4 - Research Parts Guide.pptx

  • 1. CHAPTER 4: PRESENTATION, DATA ANALYSIS AND INTERPRETATION OF DATA
  • 2. Data Presentation The data presentation section introduces the chapter by indicating order of presentation. • It summarizes background information of the respondents and the data literature, collected through survey questionnaires, interviews and observations. • Data should be sufficient, and accurate; presentation valid should be clear and logical.
  • 3. Data Presentation • It follows the sequence should adequately answer questions raised. The data the research questions. • The tables, graphs and figures are appropriately presented, placed, titled, numbered and referred to in the text. • The text presents only the highlight of the tables.
  • 4. Data Presentation • Appropriate sub headings are used to facilitate reader perusal of text and presents non-evaluative analysis of data.
  • 5. This chapter presents the findings of the study. Presentation should be clear and scholarly done and may come in the form of tables, figures or charts. Analysis refers to the skill of the describing, delineating differences, researcher in similarities and significant findings or data and ability extract information or messages out presented data. Interpretation explanation or suggestions inferred highlighting the to of the is the from the data, their implications but not conclusions.
  • 6. ANALYSIS OF DATA In analyzing data, stress only those important result that information that could gives answer raised posed in study the problem you or your which you stated in Chapter 1. you highlight only those important and unique findings. You have to be consistent and coherent in your approach as well as logical, based on certain academic conventions.
  • 7. ANALYSIS OF DATA • Data may be analyzed quantitatively or qualitatively depending on the level of measurement and the number of dimensions and variables of the study. • Analyze in depth to give meaning to the data presented in the data presented in the table. Avoid table reading. • State statistical descriptions in declarative sentences, e.g. in the studies involving:
  • 8. INTERPRETATION OF DATA • Establish interconnection between and among data • Check for indicators whether hypothesis/es is/are supported or not by findings. • Link the present findings with the previous literature. • Use parallel observations with contemporary events to give credence presented in the introduction.
  • 9. PRESENTATION OF DATA • Present the findings of the study in the order of the specific problem as stated in the statement of the Problem. • Present the data in these forms: –Tabular –Textual –Graphical
  • 10. A.Tabular Presentation Tables organize and compress data into standardized forms. They facilitate the study and interpretation. Example: Slide 4
  • 11.
  • 12. B. Textual Presentation of Data the involves data using Presenting textually statements describe a with given aims to highlight number to data. It some important data the tabular and supplement or graphical presentation. Example:
  • 13.
  • 14. C. Graphical Presentation of Data •A graph is a chart representing the quantitative variations of a variable itself or in comparison with those of another variable. •Graphing presents variations, changes and relationships of data in a very attractive, appealing, effective and convincing way. •The common types of graphs used in research are bar graph, line graph, circle graph, pictogram and map graph. You should only choose the graphs which represent best your data to avoid redundancy.Bar - vertical, horizontal, Multiple component
  • 15. • BAR GRAPH 80 70 60 50 40 30 20 10 0 Not At All Fair Relative Too Excessive Much Not At All Fair Relative Too Excessive Much 46 14 60 68 62 71 41 75 37 26 Interests Studies 80 70 60 50 40 30 20 10 0 Not At All Fair Relative Too Excessive Much Not At All Fair Relative Too Excessive Much 48 31 60 61 50 42 43 73 43 49 Attire Hobbies
  • 16. • Bar graph & Pie Chart 20 0 80 60 40 120 100 160 140 180 Yes No Maybe I don't know 15 55 7 Will the repondents still patronize OPM? 6.00% 173 69.20% 22.00% Percentage Yes No Maybe 2.80% I don't know
  • 18. The External Format The use of tables and graph • Tables and graphs are both ways to organize and arrange data so that it is more easily understood by the viewer. • Tables and graphs are related in the sense that the information used in tables is frequently also used for the basis of graphs.
  • 19. ⚫ When designing table, keep the format clear and simple. Line up decimal places, note units clearly, use a large enough typeface and construct a clean orderly arrangement of rows and columns. ⚫ Bar graphs are an excellent way to show the results that are one time, that are not continuous—especially samplings such as surveys and inventories. ⚫ Bar graphs are used to get an overall idea or trends in responses which categories get, many versus few responses.
  • 20. • Bars in a graph should be wider than the spaces between them. • All bars should be of equal and all spaces including the width, space between the axis and the first bar, should be equal of width. • Bars should be neither very thin nor very wide. • Use the same color for all the bars in a graph that are in a single data set. • Use different fill colors for positive and negative values. • Line graph is most useful in displaying data or information that change continuously over time.
  • 21. ⚫The column graph is more similar ⚫Circle or pie graphs are particularly good illustrations when considering how many parts of a whole are inception. ⚫Each slice should be easily distinguished from the rest and clearly labeled. ⚫Use 6 or fewer slices in a graph. ⚫Emphasize a slice in a pie graph by exploding it or by choosing a color different from the rest of the slices. ⚫Number of segments or slices in a pie graph should be limited to those that can be seen and labeled.
  • 22. • Components that are too small to be shown individually can be grouped into one segment labeled other or miscellaneous. • The largest segment conventionally begins at 1200 or at a quarter hour and runs clockwise. Remaining segments continue clockwise. • The most important slice is in the upper-right quadrant.
  • 23. Other Conventions Regarding Graphics 1. Keep graphics simple. Design the graphic to help others understand your point. 2. Simplify your data 3. Use consistent symbols 4. Avoid special effects if they do not enhance the point to be made.
  • 24. Caption, Labels And Lines Table caption should be the same as that which appears in the list of tables. It is placed above the table unlike that which is used in figures. The caption should tell in precise terms what the table contains.
  • 25. Other Rules in Caption 1. No terminal punctuation. 2. Unusual abbreviation are not allowed in the table, if necessary, put a legend at the bottom of the table. 3. Captions should be worded as concisely as clarity permits. a page the caption should be on 4. When a table is placed broadside on the binding side. 5. Be consistent in label size, font and style.
  • 26. Figure (Chart, Graph And Illustration) These should be done judiciously. The research reporter must ask himself illustration necessary? Does the following questions: is the it simply repeat what the text said? Illustrative materials shall be called figures. The figure number and caption should be centered below the illustration. An Arabic numeral is written after the word “Figure” followed by a period. The caption should be brief and explanatory.