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ANALYZING AND
INTERPRETING
DATA
MOST ESSENTIAL LEARNING
COMPETENCIES (MELCs)
Let us recall the 5 STEPS
again in conducting
statistical mini-research.
STEP 1- State the problem, concern, or issues you
need to solve.
STEP 2- Design the Research
STEP 3- Gather data
STEP 4- Use Statistical Treatment
STEP 5- Formulate conclusion and
recommendation.
Analyzing data is the heart of the
research; it transforms the data gathered
into meaningful information.
Interpreting data is reviewing data, such
as taking data analysis, assigning some
meaning, and using them to arrive at a
relevant conclusion.
Illustrative Example 1.
?
a. Suppose in a 100-item
test; the passing mark is
the 3rd quartile. What
does it imply?
Illustrative Example 1.
?
b. Francine is a secretary in a
major organization in San Pablo,
Laguna. If she wants to know if
her salary belongs to the upper
20% and lower 80% of the data
set, what should she use?
Illustrative Example 1.
?
c. What measure of position
should be used to get the rank
of a particular examinee in the
BAR exam?
Illustrative Example 2.
?
Teacher Ana is an Occupational
Therapist-Teacher. She was conducting
Case Study research on the academic
standing of her SPED student, Roy, who is
mainstreamed into a regular classroom in
one of the schools in San Pablo City. As part
of her study, she coordinated with Roy’s
teacher, and she got scores of the whole
class in a 50-item test in English. She found
out that Roy’s score was 35 points.
She organized the gathered data as shown in the table below:
1. Let’s compute using the Percentile Rank formula:
2. Let us analyze and interpret the data
By using the statistical treatment, which is
Percentile Rank, Teacher Ana was able to get the
academic standing of Roy in his English Subject. The
value of the percentile rank is 72%. This means that
72% of the class got a score of less than 35 points, and
28% of the class got a higher score than 35 points.
Therefore, Teacher Ana can conclude that Roy has a
good academic standing in his English class because
the percentile rank revealed that his score was above
72% of the whole class.
Illustrative Example 3.
?
A Mini-Research on a third grading grade
of Grade 9 students was made. A survey of
60 students from San Pablo City Integrated
High School about their grades in
mathematics was conducted. The
researcher would like to find out the status
of Grade 9 by getting the mean and the first
quartile. The researcher organized the data
and were presented in a table:
1. Let us find the mean
Mean = (∑ 𝑓𝑋𝑚) /𝑁 = 5250/60 = 87.5
Data analysis and interpretation:
Hence, the average grade in Math of 60 students is 87.5 %
Based on the result computed, it is shown that Grade 9 students have
a satisfying grade in Math.
Data analysis and interpretation:
Therefore, 25% of the students had a grade of less
than or equal to 80%. This means that 15 students
needed remediation or intervention in their Math class
because they had a grade of 80% or below.
Hence, you know now that data analysis occurs after
a statistical treatment has been applied to a collection
of data that has been compiled, arranged, and
presented and may use the predictive treatment
findings to draw conclusions.
FINAL TASK
Make a Statistical
Mini-Research.
Topics:
1. Form of transportation of Grade 10-Learners
2. Average amount of allowance of Grade 10
Learners
3. Nutritional Status of Grade 10 Learners
4. No. of hours spent studying lessons after
classes
5. Average screen time of the Grade 10
learners
ANALYZING AND INTERPRETING DATA.pptx aaa

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ANALYZING AND INTERPRETING DATA.pptx aaa

  • 1.
  • 4.
  • 5.
  • 6.
  • 7.
  • 8.
  • 9.
  • 10. Let us recall the 5 STEPS again in conducting statistical mini-research.
  • 11. STEP 1- State the problem, concern, or issues you need to solve. STEP 2- Design the Research STEP 3- Gather data STEP 4- Use Statistical Treatment STEP 5- Formulate conclusion and recommendation.
  • 12. Analyzing data is the heart of the research; it transforms the data gathered into meaningful information. Interpreting data is reviewing data, such as taking data analysis, assigning some meaning, and using them to arrive at a relevant conclusion.
  • 13.
  • 14.
  • 15.
  • 16.
  • 17. Illustrative Example 1. ? a. Suppose in a 100-item test; the passing mark is the 3rd quartile. What does it imply?
  • 18. Illustrative Example 1. ? b. Francine is a secretary in a major organization in San Pablo, Laguna. If she wants to know if her salary belongs to the upper 20% and lower 80% of the data set, what should she use?
  • 19. Illustrative Example 1. ? c. What measure of position should be used to get the rank of a particular examinee in the BAR exam?
  • 20. Illustrative Example 2. ? Teacher Ana is an Occupational Therapist-Teacher. She was conducting Case Study research on the academic standing of her SPED student, Roy, who is mainstreamed into a regular classroom in one of the schools in San Pablo City. As part of her study, she coordinated with Roy’s teacher, and she got scores of the whole class in a 50-item test in English. She found out that Roy’s score was 35 points.
  • 21. She organized the gathered data as shown in the table below:
  • 22. 1. Let’s compute using the Percentile Rank formula:
  • 23. 2. Let us analyze and interpret the data By using the statistical treatment, which is Percentile Rank, Teacher Ana was able to get the academic standing of Roy in his English Subject. The value of the percentile rank is 72%. This means that 72% of the class got a score of less than 35 points, and 28% of the class got a higher score than 35 points. Therefore, Teacher Ana can conclude that Roy has a good academic standing in his English class because the percentile rank revealed that his score was above 72% of the whole class.
  • 24. Illustrative Example 3. ? A Mini-Research on a third grading grade of Grade 9 students was made. A survey of 60 students from San Pablo City Integrated High School about their grades in mathematics was conducted. The researcher would like to find out the status of Grade 9 by getting the mean and the first quartile. The researcher organized the data and were presented in a table:
  • 25. 1. Let us find the mean Mean = (∑ 𝑓𝑋𝑚) /𝑁 = 5250/60 = 87.5 Data analysis and interpretation: Hence, the average grade in Math of 60 students is 87.5 % Based on the result computed, it is shown that Grade 9 students have a satisfying grade in Math.
  • 26.
  • 27. Data analysis and interpretation: Therefore, 25% of the students had a grade of less than or equal to 80%. This means that 15 students needed remediation or intervention in their Math class because they had a grade of 80% or below. Hence, you know now that data analysis occurs after a statistical treatment has been applied to a collection of data that has been compiled, arranged, and presented and may use the predictive treatment findings to draw conclusions.
  • 28. FINAL TASK Make a Statistical Mini-Research.
  • 29. Topics: 1. Form of transportation of Grade 10-Learners 2. Average amount of allowance of Grade 10 Learners 3. Nutritional Status of Grade 10 Learners 4. No. of hours spent studying lessons after classes 5. Average screen time of the Grade 10 learners

Editor's Notes

  1. In your previous lessons, you could solve problems involving measures of position such as quartile, decile, and percentile. Can you still remember those formulae?
  2. A population consists of all the objects or events of a certain type about which researchers seek knowledge or information. A population might be broad in scope (e.g., adult males living in the United States) or narrow (e.g., blog postings in the first 24 hours after a significant event). A population is the entire group that you want to draw conclusions about.
  3. Even when a population consists of a relatively small number of objects or events, it is often impractical or impossible to gather data about each member of the population. Instead, researchers select a subset of the population, called a sample, which is a manageable size for observation. From their observations about the sample, researchers make generalizations about the population from which the sample was chosen. A sample is the specific group that you will collect data from. The size of the sample is always less than the total size of the population.
  4. “Research” is a careful and detailed study that uses a scientific method to solve the concern, problem, and issues, and “Data gathering” is the most important part, and it should be done in a manner that accurate and can be used conveniently.
  5. Solution : The picture above illustrates the tabletop game using cards. This game is called Solitaire (Solitaryo in tagalog ay larong nagsasanay ng utak ) and can be played by one person. This is popular among people even in the old times, particularly in a remote area. We can observe our grandparents playing these tabletop game cards solely while resting after a hard time working from the farm. Solitaire is an excellent way to diffuse any tension in one’s mind or body and helps the person enjoys the day or get to sleep better at night; enough sleep keeps the body healthy. It gives the mind something to focus on, particularly in times of low action when the opportunity to fret is high.
  6. In conducting mini-research, analyzing and interpreting data is very important. We can do this by using appropriate measures of position and other statistical methods. A researcher does this under STEP 4 and STEP 5 in conducting statistical mini-research.
  7. You learned that the measures of position reveal to you the location of the score corresponding to a bunch of information. You learned that quartiles, deciles, and percentiles are otherwise called quantiles. Quantiles refer to measures of position that divide a distribution into four, ten, and hundred equal parts.
  8. You can undoubtedly recognize differences, the focuses that are unreasonably high or low.
  9. Deciles are used more often in real life than in the classroom. For example, a researcher uses deciles to report drought data.
  10. Then again, percentiles are standard measures of position. There are the ideal approaches to communicate measures of position for the enormous arrangements of information. For example, numerous public appraisals, such as BMI, NAT, and NCAE scores, utilize percentiles to pass on where explicit scores fall and maybe effectively interpret them.
  11. Answer: The students should answer at least 75 items correctly to pass the test.
  12. Answer: Francine can use percentile in order to determine the upper 20% and lower 80%.
  13. Answer: Percentile To understand more about analyzing and interpreting research data using the measures of position and other statistical methods, let us have the following illustrative examples.
  14. Answer: Percentile
  15. To get the standing of Roy in English test she used the Percentile Rank.
  16. Answer: Percentile
  17. 1. Let us find the mean Mean = (∑ 𝑓𝑋𝑚) /𝑁 = 5250/60 = 87.5 Data analysis and interpretation: Hence, the average grade in Math of 60 students is 87.5 % Based on the result computed, it is shown that Grade 9 students have a satisfying grade in Math.