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PRACTICAL RESEARCH
2
MODULE 5
DATA COLLECTION, PRESENTATION, AND ANALYSIS
MODULE 5
LESSON 1: DATA COLLECTION INSTRUMENTS
LESSON 2: DATA PRESENTATION AND
INTERPRETATION
LESSON 3: USING STATISTICAL TECHNIQUES TO
ANALYZE DATA
OBJECTIVE
Know the different data collection instruments
DATA COLLECTION
Data collection is the first step you need to
perform before you proceed in writing your data
analysis and interpretation.
DATA COLLECTION
1.Which data to collect?
2.How to collect the data?
3.Who will collect the data?
4.When to collect the data?
STEPS IN DEVELOPING INSTRUMENT
1.Be clear with your research question.
2.Plan how you will conduct the data collection.
3.Use appropriate research instruments.
4.Collect, tabulate, tally, and analyze the data.
5.Verify the validity and reliability of the collected
data.
6.Present your findings.
CHECK ALL THAT
SEEM HELPFUL IN
ANSWERING
YOUR RESEARCH
QUESTIONS. YOU
MAY CHOOSE
MORE THAN ONE.
QUESTIONNAIRE
Consists of indicators aligned with the research
questions
STRUCTURED QUESTIONNAIRE
SEMI-STRUCTURED QUESTIONNAIRE
UNSTRUCTURED QUESTIONNAIRE
ADVANTAGES OF USING QUESTIONNAIRE
1. Data can be quickly gathered from a big
number of participants.
2. The participants are encouraged to be open
to the researchers since their identity can be
made anonymous.
DISADVANTAGES OF USING
QUESTIONNAIRE
1. The questions can be interpreted differently by the
participants.
2. Some participants will not be able to complete the
required responses.
3. Some questionnaires will not be returned on time.
4. Some questionnaires will be lost.
5. The answers from participants may lack depth.
GUIDELINES IN USING QUESTIONNAIRES
FOR DATA COLLECTION
1. Choose the method of administering the
questionnaire.
a. Face-to-face Method. Use this when you
need to capture the emotions, behavior, and
non-verbal cues of the participants
b. Online Method. Use this when behavior and
non-verbal cues need not to be taken
GUIDELINES IN USING QUESTIONNAIRES
FOR DATA COLLECTION
2. Divide your questionnaire into two or three parts.
a. Personal information. This section which contains
background information of the participants. (Names are
optional)
b. Main section. This lists the specific questions or
indicators.
c. Open-ended question section. This contains
additional information that might be needed. (This
applied only for quantitative research)
GUIDELINES IN USING QUESTIONNAIRES
FOR DATA COLLECTION
3. Make sure to craft questions and choices
that are aligned with specific research questions
or objectives.
4. Provide specific and clear directions for
respondents in answering the questionnaire.
GUIDELINES IN USING QUESTIONNAIRES
FOR DATA COLLECTION
5. Use routing (directing) technique if there is
a need to skip some items in the questionnaire.
6. Begin with the general questions first
followed by the specific ones.
GUIDELINES IN USING QUESTIONNAIRES
FOR DATA COLLECTION
7. Prefer to have brief, clear, and concise questionnaire. Use simple
terms.
8. Predetermined responses or choices should match the nature of
the questions.
a. If the content is about belief, use agreement (strongly
agree , agree, neutral, disagree, strongly disagree)
b. If the questionnaire is about behavior, use extent (very
great extent, great extent, moderate extent, small extent, none
at all)
c. If questions are about frequency, use frequency (always,
frequently, sometimes, seldom, never)
GUIDELINES IN USING QUESTIONNAIRES
FOR DATA COLLECTION
9. Avoid negative statements unless necessary.
10. Avoid leading and biased, double-barreled,
and very sensitive questions.
11. Do not split the questions or choices over
two pages.
GUIDELINES IN USING QUESTIONNAIRES
FOR DATA COLLECTION
12. If possible, schedule an appointment before
distributing the questionnaires.
13. Attach a cover letter to the questionnaire
especially for agency connected respondents.
GUIDELINES IN USING QUESTIONNAIRES
FOR DATA COLLECTION
14. Make a follow-up on the participants who
did not to return the questionnaire.
15. Tally and encode the data immediately once
you have collected them and archive them
digitally.
TESTS
used for assessing various skills and types of
behavior as well as for describing some
characteristics.
STANDARDIZED TESTS
NON-STANDARDIZED TESTS
TYPES OF TEST QUESTIONS
1. Recall Questions. It requires participants to
retrieve information from memory (e.g. fill- in-
the blank test, identification test, enumeration
test, etc.)
TYPES OF TEST QUESTIONS
2. Recognition Questions. It provides
respondents to select from given choices the
best or correct choice (e.g. multiple-choice test,
true or false test, yes or no test, etc.)
TYPES OF TEST QUESTIONS
3. Open-ended Questions. It allows the
respondents more freedom in their responses,
expressing their thoughts and insights (e.g.
essay writing tests and other performance-
based tests.
INTERVIEW
A quantitative interview is a method of collecting
data about an individual’s behaviors, opinions,
values, emotions, and demographic
characteristics using numerical data.
INTERVIEW
OBSERVATION
observe the actual event or phenomenon. It has
greater flexibility in the observation method.
However, observation may lack participant
validity and may be prone to the Hawthorne
effect phenomenon.
OBSERVATION
observe the actual event or phenomenon. It has
greater flexibility in the observation method.
However, observation may lack participant
validity and may be prone to the Hawthorne
effect phenomenon.
CONTROLLED OBSERVATION
NATURAL OBSERVATION
GUIDELINES IN CONDUCTING OBSERVATION
: BEFORE
•Clarify the research objectives.
•Be ready with observation checklist.
•Determine your time of observation and
collection technique.
•Record only relevant information.
•Prepare consent form for human observation.
GUIDELINES IN CONDUCTING OBSERVATION
: DURING
• Make sure to note the date, time, and place where the
observation is conducted.
•Limit the person who will observe.
•Explain the purpose of the observation to participants if
applicable.
•Avoid causing disruptions while observing.
•Make sure to guarantee anonymity of paticipants.
•Make use of multiple recording schemes such as taking
ROLES DURING PARTICIPANT OBSERVATION
•The observer is neither seen nor noticed by the participants
•The participants are less prone to the Hawthorne effect.
Complete Observer
•The observer is known and recognized by the participants as part of
their group or community but has limited interaction with them.
Observer as
Participant
•Researcher does not primarily aim to capture
spontaneous or natural behavior. The observer is
considered a researcher and not a member of the
group or community which is being investigated.
However, the observer is fully engaged with the
participants.
Participant as
Observer
•Taking this role raises ethical issues about possible deception. He
acts like an “undercover” member of the community. He fully involved
with the participants who are unaware that they are being observed.
Complete
Participant
ROLES DURING PARTICIPANT OBSERVATION:
SOCCER GAME
•The researcher watches the game live or on TV.
Complete Observer
•The researcher watches the game on the players’ bench, may ask
questions on game breaks, helps in distributing towels, water,
and other needs.
Observer as
Participant
•The researcher involves himself in the game. He
hears the plan as the team huddles.
Participant as
Observer
•The researcher play in the field.
Complete
Participant
ETHICAL CONSIDERATIONS IN DATA
COLLECTION
• INFORMED CONSENT FORM is a document that provides
the participants with the information they need in
deciding whether they will participate or not in your
study. The informed consent form must be accomplished
before gathering data from the participants. This
document must be signed both by the researcher and
the participant as they agree to the conditions during the
actual conduct of the data collection process.
ETHICAL CONSIDERATIONS IN DATA
COLLECTION
ETHICAL CONSIDERATIONS IN DATA
COLLECTION
ETHICAL CONSIDERATIONS IN DATA
COLLECTION
ETHICAL CONSIDERATIONS IN DATA
COLLECTION
ETHICAL CONSIDERATIONS IN DATA
COLLECTION

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Practical Research-Quantitative Research .pptx

  • 1. PRACTICAL RESEARCH 2 MODULE 5 DATA COLLECTION, PRESENTATION, AND ANALYSIS
  • 2. MODULE 5 LESSON 1: DATA COLLECTION INSTRUMENTS LESSON 2: DATA PRESENTATION AND INTERPRETATION LESSON 3: USING STATISTICAL TECHNIQUES TO ANALYZE DATA
  • 3. OBJECTIVE Know the different data collection instruments
  • 4. DATA COLLECTION Data collection is the first step you need to perform before you proceed in writing your data analysis and interpretation.
  • 5. DATA COLLECTION 1.Which data to collect? 2.How to collect the data? 3.Who will collect the data? 4.When to collect the data?
  • 6. STEPS IN DEVELOPING INSTRUMENT 1.Be clear with your research question. 2.Plan how you will conduct the data collection. 3.Use appropriate research instruments. 4.Collect, tabulate, tally, and analyze the data. 5.Verify the validity and reliability of the collected data. 6.Present your findings.
  • 7. CHECK ALL THAT SEEM HELPFUL IN ANSWERING YOUR RESEARCH QUESTIONS. YOU MAY CHOOSE MORE THAN ONE.
  • 8. QUESTIONNAIRE Consists of indicators aligned with the research questions STRUCTURED QUESTIONNAIRE SEMI-STRUCTURED QUESTIONNAIRE UNSTRUCTURED QUESTIONNAIRE
  • 9. ADVANTAGES OF USING QUESTIONNAIRE 1. Data can be quickly gathered from a big number of participants. 2. The participants are encouraged to be open to the researchers since their identity can be made anonymous.
  • 10. DISADVANTAGES OF USING QUESTIONNAIRE 1. The questions can be interpreted differently by the participants. 2. Some participants will not be able to complete the required responses. 3. Some questionnaires will not be returned on time. 4. Some questionnaires will be lost. 5. The answers from participants may lack depth.
  • 11. GUIDELINES IN USING QUESTIONNAIRES FOR DATA COLLECTION 1. Choose the method of administering the questionnaire. a. Face-to-face Method. Use this when you need to capture the emotions, behavior, and non-verbal cues of the participants b. Online Method. Use this when behavior and non-verbal cues need not to be taken
  • 12. GUIDELINES IN USING QUESTIONNAIRES FOR DATA COLLECTION 2. Divide your questionnaire into two or three parts. a. Personal information. This section which contains background information of the participants. (Names are optional) b. Main section. This lists the specific questions or indicators. c. Open-ended question section. This contains additional information that might be needed. (This applied only for quantitative research)
  • 13. GUIDELINES IN USING QUESTIONNAIRES FOR DATA COLLECTION 3. Make sure to craft questions and choices that are aligned with specific research questions or objectives. 4. Provide specific and clear directions for respondents in answering the questionnaire.
  • 14. GUIDELINES IN USING QUESTIONNAIRES FOR DATA COLLECTION 5. Use routing (directing) technique if there is a need to skip some items in the questionnaire. 6. Begin with the general questions first followed by the specific ones.
  • 15. GUIDELINES IN USING QUESTIONNAIRES FOR DATA COLLECTION 7. Prefer to have brief, clear, and concise questionnaire. Use simple terms. 8. Predetermined responses or choices should match the nature of the questions. a. If the content is about belief, use agreement (strongly agree , agree, neutral, disagree, strongly disagree) b. If the questionnaire is about behavior, use extent (very great extent, great extent, moderate extent, small extent, none at all) c. If questions are about frequency, use frequency (always, frequently, sometimes, seldom, never)
  • 16. GUIDELINES IN USING QUESTIONNAIRES FOR DATA COLLECTION 9. Avoid negative statements unless necessary. 10. Avoid leading and biased, double-barreled, and very sensitive questions. 11. Do not split the questions or choices over two pages.
  • 17. GUIDELINES IN USING QUESTIONNAIRES FOR DATA COLLECTION 12. If possible, schedule an appointment before distributing the questionnaires. 13. Attach a cover letter to the questionnaire especially for agency connected respondents.
  • 18. GUIDELINES IN USING QUESTIONNAIRES FOR DATA COLLECTION 14. Make a follow-up on the participants who did not to return the questionnaire. 15. Tally and encode the data immediately once you have collected them and archive them digitally.
  • 19. TESTS used for assessing various skills and types of behavior as well as for describing some characteristics. STANDARDIZED TESTS NON-STANDARDIZED TESTS
  • 20. TYPES OF TEST QUESTIONS 1. Recall Questions. It requires participants to retrieve information from memory (e.g. fill- in- the blank test, identification test, enumeration test, etc.)
  • 21. TYPES OF TEST QUESTIONS 2. Recognition Questions. It provides respondents to select from given choices the best or correct choice (e.g. multiple-choice test, true or false test, yes or no test, etc.)
  • 22. TYPES OF TEST QUESTIONS 3. Open-ended Questions. It allows the respondents more freedom in their responses, expressing their thoughts and insights (e.g. essay writing tests and other performance- based tests.
  • 23. INTERVIEW A quantitative interview is a method of collecting data about an individual’s behaviors, opinions, values, emotions, and demographic characteristics using numerical data.
  • 25. OBSERVATION observe the actual event or phenomenon. It has greater flexibility in the observation method. However, observation may lack participant validity and may be prone to the Hawthorne effect phenomenon.
  • 26. OBSERVATION observe the actual event or phenomenon. It has greater flexibility in the observation method. However, observation may lack participant validity and may be prone to the Hawthorne effect phenomenon. CONTROLLED OBSERVATION NATURAL OBSERVATION
  • 27. GUIDELINES IN CONDUCTING OBSERVATION : BEFORE •Clarify the research objectives. •Be ready with observation checklist. •Determine your time of observation and collection technique. •Record only relevant information. •Prepare consent form for human observation.
  • 28. GUIDELINES IN CONDUCTING OBSERVATION : DURING • Make sure to note the date, time, and place where the observation is conducted. •Limit the person who will observe. •Explain the purpose of the observation to participants if applicable. •Avoid causing disruptions while observing. •Make sure to guarantee anonymity of paticipants. •Make use of multiple recording schemes such as taking
  • 29. ROLES DURING PARTICIPANT OBSERVATION •The observer is neither seen nor noticed by the participants •The participants are less prone to the Hawthorne effect. Complete Observer •The observer is known and recognized by the participants as part of their group or community but has limited interaction with them. Observer as Participant •Researcher does not primarily aim to capture spontaneous or natural behavior. The observer is considered a researcher and not a member of the group or community which is being investigated. However, the observer is fully engaged with the participants. Participant as Observer •Taking this role raises ethical issues about possible deception. He acts like an “undercover” member of the community. He fully involved with the participants who are unaware that they are being observed. Complete Participant
  • 30. ROLES DURING PARTICIPANT OBSERVATION: SOCCER GAME •The researcher watches the game live or on TV. Complete Observer •The researcher watches the game on the players’ bench, may ask questions on game breaks, helps in distributing towels, water, and other needs. Observer as Participant •The researcher involves himself in the game. He hears the plan as the team huddles. Participant as Observer •The researcher play in the field. Complete Participant
  • 31. ETHICAL CONSIDERATIONS IN DATA COLLECTION • INFORMED CONSENT FORM is a document that provides the participants with the information they need in deciding whether they will participate or not in your study. The informed consent form must be accomplished before gathering data from the participants. This document must be signed both by the researcher and the participant as they agree to the conditions during the actual conduct of the data collection process.
  • 32. ETHICAL CONSIDERATIONS IN DATA COLLECTION
  • 33. ETHICAL CONSIDERATIONS IN DATA COLLECTION
  • 34. ETHICAL CONSIDERATIONS IN DATA COLLECTION
  • 35. ETHICAL CONSIDERATIONS IN DATA COLLECTION
  • 36. ETHICAL CONSIDERATIONS IN DATA COLLECTION