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The word unscientific means
A. Prejudices and biases
B. Useless arguments
C. Not being in harmony
D. All of the above
• D. All of the above
A successful research requirement
A. Planning
B. Guidance
C. Expert
D. All of the above
• D. All of the above
Which of the following is not a method of
Research?
(A) Experimental
(B) Historical
(C) Descriptive
(D) Observational
• (D) Observational
Which is the quality of a good measuring tools
(A) Reliability
(B) Validity
(C) Usability
(D) All of these
• (D) All of these
The depth of any Research can be
judged by –
(A) Title of the Research
(B) Duration of the Research
(C) Objectives of the Research
(D) Total expenditure on the Research
• (C) Objectives of the Research
Every research hypothesis is tested on the basis
of –
(A) Null hypothesis
(B) Non-directional hypothesis
(C) Directional hypothesis
(D) None of these
• (A) Null hypothesis
The measure of Central Tendency is –
(A) Range
(B) Mean
(C) Standard Deviation
(D) Correlation
• (B) Mean
The Qualitative Research is –
(A) Survey Research
(B) Experimental Research
(C) Philosophical Research
(D) None of these
• (C) Philosophical Research
Measure of variability is
(A) Mean
(B) Median
(C) Mode
(D) Standard Deviation
• (D) Standard Deviation
A blueprint of research work is called
A. Research problem
B. Research design
C. Research tool
D. Research method
• B. Research design
Which of the following type of research aims
to form theories?
(A) Fundamental Research
(B) Action Research
(C) Applied Research
(D) None of these
• (A) Fundamental Research
Which of the following should be included in a
research proposal?
A. Your academic status and experience
B. The difficulties you encountered with your
previous reading on the topic
C. Your choice of research methods and reasons
for choosing them
D. All of the above
• C. Your choice of research methods and
reasons for choosing them
The main characteristics of Scientific Research
is 一
(A) Empirical
(B) Theoretical
(C) Experimental
(D) All the above
• (D) All the above
Arrange the following steps of research in correct sequence
(1) Identification of Research Problem
(2) Listing of research objectives
(3) Collection of data
(4) Methodology
(5) Data analysis
(6) Results and discussion
A. 1‐2‐3‐4‐5‐6
B. 1‐2‐4‐3‐5‐6
C. 2‐1‐3‐4‐5‐6
D. 2‐1‐4‐3‐5‐6
• ANS B.1‐2‐4‐3‐5‐6
(1) Identification of Research Problem
(2) Listing of research objectives
(3) Collection of data
(4) Methodology
(5) Data analysis
(6) Results and discussion
The method calculating Validity of a test is –
(A) Concurrent validity
(B) Test-retest method
(C) Parallel-form method
(D) None of these
• (A) Concurrent validity
What is the advantage of using Internet surveys to
supplement traditional postal questionnaires?
A. Postal questionnaires generally produce a higher
response rate
B. It makes all of the data more directly comparable
C. Online social surveys generally produce a higher
response rate
D. It boosts response rates by allowing people to respond
in the way that is most convenient for them
• D. It boosts response rates by allowing people
to respond in the way that is most convenient
for them
The profounder of structure of In- tellect
theory of Intelligence is-
(A) J.P. Guilford
(B) Philip Vernon
(C) Spearman
(D) None of these
• (A) J.P. Guilford
Which one of the following belongs to the category of good
‘research ethics’?
A. Publishing the same paper in two research journals without
telling the editors.
B. Conducting a review of the literature that acknowledges the
contributions of other people in the relevant field or relevant
prior work.
C. Trimming outliers from a data set without discussing your
reasons in a research paper
D. Including a colleague as an author on a research paper in
return for a favour even though the colleague did not make a
serious contribution to the paper.
• B. Conducting a review of the literature that
acknowledges the contributions of other people
in the relevant field or relevant prior work.
In the normal Probability curve the shape of
symmetrical distribution is-
(A) U-shaped
(B) J-shaped
(C) Bell shaped
(D) None of these
• (C) Bell shaped
The Report submitted when there is a time lag
between data collection and presentation of
result is called ________________________
A. Thesis B. Interim report
B. C. Summary report D. Article
• B. Interim report
A Type I error occurs when we-
(A) Accept a null hypothesis when it is false.
(B) Reject a null hypothesis, when it is true
(C) Fails to make a decision regarding whether
to reject
(D) Accept the alternative hypothesis
• (B) Reject a null hypothesis, when it is true
Survey research is cross‐sectional and as a
result, it is __________________
A. Low in internal validity but high in reliability
B. High in internal validity but low in reliability
C. High in ecological validity but low in external
validity
D. None of the above
• A. Low in internal validity but high in reliability
The propounder of Action Research
(A) B.F. Skinner,
(B) Stephan M. Corey
(C) J.P. Guilford
(D) None of these
• (B) Stephan M. Corey
The correlation coefficient is used to determine
_____________________
A. A specific value of the y‐variable given a specific
value of the x‐variable
B. A specific value of the x‐variable given a specific
value of the y‐variable
C. The strength of the relationship between the x and
y variables
D. None of these alternatives is correct.
• C. The strength of the relationship between
the x and y variables
• Ans --A
What is the purpose of a simple linear regression?
A. To predict scores on an independent variable
from scores on multiple dependent variables
B. To predict scores on a dependent variable from
scores on a single independent variable
C. To predict scores on a dependent variable from
scores on multiple independent variables
D. To predict scores on an independent variable
from scores on a single dependent variable
• B. To predict scores on a dependent variable
from scores on a single independent variable
Critical ratio test is also known as
(A) f-test
B) t-test
(C) z-test
(D) None of these
• (C) z-test
The process of administering the first draft of the
questionnaire on a small group of respondents in
order to refine it and arrive at the final version is
called ___________
A. Primary testing
B. Draft testing
C. Pilot testing
D. All of these
• C. Pilot testing
Data collected from published books are called -
(A) Primary data
(B) Secondary data
(C) Tertiary data
(D) None of these
• (B) Secondary data
The salary of Rohan is more than the salary of
Rakesh. This is an example of ____________
A. Nominal scale
B. Ordinal scale
C. Interval scale
D. Ratio scale
• B. Ordinal scale
In positively skewed normal probability curve-
(A) mean > median > mode
(B) mean < median <mode
(C) mean = median = mode
(D) None of the above
• (A) mean > median > mode
All statement about qualitative research are true
except:
A. The information is in depth and rich in content
B. Requires a lot of skill in interpretation
C. Is more time and cost consuming than
quantitative research
D. Can be used to test causal hypothesis
• D. Can be used to test causal hypothesis
t-test is apply –
(A) when n < 30
(B) when n > 30
(C) when n = 30
(D) None of the above
• (A) when n < 30
The value of degree of freedom (d.f.) in t-text is
(A) df = (n,+n₂)
(B) df = (n,- n₂)
(C) df = (n,+n₂-2)
(D) df = (n,+n₂+1)
• (C) df = (n,+n₂-2)
A _____________ is an abstraction formed by
generalization from particulars.
A. Hypothesis B. Variable
C. Concept D. Construct
• C. Concept
Formulation of hypothesis may not be required in
–
(A) Survey Research
(B) Historical Research
(C) Experimental Research
(D) Laboratory experiment
• (B) Historical Research
• (C) immediate concern and for immediate
solution
A tentative proposition subject to test is called
________________________
A. Variable B. Hypothesis
C. Data D. Concept
• B. Hypothesis
Action Research concerned with problems- is
ordinarily
(A) of general nature
(B) Constituting Universal truths
(C) immediate concern and for immediate solution
(D) None of the above
Propositions which describe the characteristics
are called ___________hypothesis.
A. Descriptive B. Imaginative
C. Relational D. Causal
• A. Descriptive
Hypothesis which explain relationship between
two variables is called _________________
A. Causal hypothesis
B. Relational hypothesis
C. Descriptive hypothesis
D. Tentative hypothesis
• B. Relational hypothesis
Which of the following is/are types of field studies?
A. Exploratory testing
B. Hypothesis testing
C. Both ‘A’ and ‘B’
D. None of the above
• C. Both ‘A’ and ‘B’
The aim of group research is to achieve
integration on
A. Conceptual level B. Technical level
C. Human level D. All of these
• D. All of these
One of the ethical problems with covert participant
observation is
A. subjecting the participants to physical harm
B. observing people outside of their natural setting
C. deceiving the respondents as to the reason for
your presence
D. not being able to write comprehensive field notes
on record conversations
• C. deceiving the respondents as to the reason
for your presence
What is the major attribute of Correlational Analysis?
A. Association among variables
B. Regression among variables
C. Difference among variables
D. Variation among variables
• A. Association among variables
A group of experts in a specific area of knowledge
assembled at a place and prepare a syllabus for
a new course. The process may be termed as.
(A) Seminar (B) Workshop
(C) Conference (D) Symposium
• (B) Workshop
Which of the following is true regarding formative
evaluation?
(A) It refers to term tests, annual tests and external
examination .
(B) It is done at the end of the academic session.
(C) It provides continuous feedback to both pupil
and process.
(D) It provides overall result of the teaching-learning
process.
• C) It provides continuous feedback to both
pupil and process.
The essence of an effective classroom
environment is –
(A) A variety of teaching aids
(B) Lively student-teacher interaction
(C) Pin-drop silence
(D) Strict discipline
• (B) Lively student-teacher interaction
Which of the following is not a quantitative
technique for evaluation of students?
(A) Oral Techniques
(B) Rating Scale Techniques
(C) Written Techniques
(D) Practical Techniques
• (B) Rating Scale Techniques
• To apply a goodness-of-fit test, the expected
frequency of each category must be at least
• A. 10
• B. 5
• C. 8
• D. 30
• B. 5
The degrees of freedom for a chi-square test of
independence are
A. (R-1)(C-1)
B. n – 1
C. k – 1
D. (n-1)(k-1)
• A. (R-1)(C-1)
Which of the following is an advantage of focus
group interviews?
A. provide multiple perspectives
B. low degree of scrutiny
C. inexpensive
D. easy to use for sensitive topics
• A. provide multiple perspectives
The standard deviation of the sampling
distribution of the sample mean decreases
when
A. X increases
B. n increases
C. n decreases
D. both (a) and (b)
• B. n increases
The smallest level of significance at when a null
hypothesis is rejected is called
A. α
B. β
C. p – value
D. χ2
• A. α
To test the hypothesis that the mean blood pressure of
university professors is lower
than that of company executives, which of the following
would you use?
A. A left-tailed test
B. A two-tailed test
C. A right-tailed test
D. None of the above
• A. A left-tailed test
Sale is dependent on price, discounts, and awareness.
You can predict the sale with
these variables by which method?
A. Factor analysis
B. Regression analysis
C. Cluster analysis
D. ANOVA
• B. Regression analysis
• Convenient sampling is
• A. Non-probabilistic sampling technique
• B. Probabilistic sampling technique
• C. Value based sampling technique
• D. None of these
• A. Non-probabilistic sampling technique
"Internal validity" refers to:
A. whether or not there is really a causal relationship between two
variables.
B. whether or not the findings are relevant to the researchers'
everyday lives.
C. the extent to which the researcher believes that this was a
worthwhile
project.
D. how accurately the measurements represent underlying concepts.
• D. how accurately the measurements
represent underlying concepts.
Which of the following should be included in a
research proposal?
A. Your academic status and experience.
B. The difficulties you encountered with your
previous reading on the topic.
C. Your choice of research methods and reasons for
choosing them.
D. All of the above.
• C. Your choice of research methods and
reasons for choosing them.
What does the term 'longitudinal design' mean?
A. A study completed far away from where the
researcher lives.
B. A study which is very long to read.
C. A study with two contrasting cases.
D. A study completed over a distinct period of
time to map changes in social phenomena.
• D. A study completed over a distinct period
of time to map changes in social phenomena.

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Research Methodology MCQ

  • 1.
  • 2. The word unscientific means A. Prejudices and biases B. Useless arguments C. Not being in harmony D. All of the above
  • 3. • D. All of the above
  • 4. A successful research requirement A. Planning B. Guidance C. Expert D. All of the above
  • 5. • D. All of the above
  • 6. Which of the following is not a method of Research? (A) Experimental (B) Historical (C) Descriptive (D) Observational
  • 8. Which is the quality of a good measuring tools (A) Reliability (B) Validity (C) Usability (D) All of these
  • 9. • (D) All of these
  • 10. The depth of any Research can be judged by – (A) Title of the Research (B) Duration of the Research (C) Objectives of the Research (D) Total expenditure on the Research
  • 11. • (C) Objectives of the Research
  • 12. Every research hypothesis is tested on the basis of – (A) Null hypothesis (B) Non-directional hypothesis (C) Directional hypothesis (D) None of these
  • 13. • (A) Null hypothesis
  • 14. The measure of Central Tendency is – (A) Range (B) Mean (C) Standard Deviation (D) Correlation
  • 16. The Qualitative Research is – (A) Survey Research (B) Experimental Research (C) Philosophical Research (D) None of these
  • 18. Measure of variability is (A) Mean (B) Median (C) Mode (D) Standard Deviation
  • 19. • (D) Standard Deviation
  • 20. A blueprint of research work is called A. Research problem B. Research design C. Research tool D. Research method
  • 21. • B. Research design
  • 22. Which of the following type of research aims to form theories? (A) Fundamental Research (B) Action Research (C) Applied Research (D) None of these
  • 24. Which of the following should be included in a research proposal? A. Your academic status and experience B. The difficulties you encountered with your previous reading on the topic C. Your choice of research methods and reasons for choosing them D. All of the above
  • 25. • C. Your choice of research methods and reasons for choosing them
  • 26. The main characteristics of Scientific Research is 一 (A) Empirical (B) Theoretical (C) Experimental (D) All the above
  • 27. • (D) All the above
  • 28. Arrange the following steps of research in correct sequence (1) Identification of Research Problem (2) Listing of research objectives (3) Collection of data (4) Methodology (5) Data analysis (6) Results and discussion A. 1‐2‐3‐4‐5‐6 B. 1‐2‐4‐3‐5‐6 C. 2‐1‐3‐4‐5‐6 D. 2‐1‐4‐3‐5‐6
  • 29. • ANS B.1‐2‐4‐3‐5‐6 (1) Identification of Research Problem (2) Listing of research objectives (3) Collection of data (4) Methodology (5) Data analysis (6) Results and discussion
  • 30. The method calculating Validity of a test is – (A) Concurrent validity (B) Test-retest method (C) Parallel-form method (D) None of these
  • 31. • (A) Concurrent validity
  • 32. What is the advantage of using Internet surveys to supplement traditional postal questionnaires? A. Postal questionnaires generally produce a higher response rate B. It makes all of the data more directly comparable C. Online social surveys generally produce a higher response rate D. It boosts response rates by allowing people to respond in the way that is most convenient for them
  • 33. • D. It boosts response rates by allowing people to respond in the way that is most convenient for them
  • 34. The profounder of structure of In- tellect theory of Intelligence is- (A) J.P. Guilford (B) Philip Vernon (C) Spearman (D) None of these
  • 35. • (A) J.P. Guilford
  • 36. Which one of the following belongs to the category of good ‘research ethics’? A. Publishing the same paper in two research journals without telling the editors. B. Conducting a review of the literature that acknowledges the contributions of other people in the relevant field or relevant prior work. C. Trimming outliers from a data set without discussing your reasons in a research paper D. Including a colleague as an author on a research paper in return for a favour even though the colleague did not make a serious contribution to the paper.
  • 37. • B. Conducting a review of the literature that acknowledges the contributions of other people in the relevant field or relevant prior work.
  • 38. In the normal Probability curve the shape of symmetrical distribution is- (A) U-shaped (B) J-shaped (C) Bell shaped (D) None of these
  • 39. • (C) Bell shaped
  • 40. The Report submitted when there is a time lag between data collection and presentation of result is called ________________________ A. Thesis B. Interim report B. C. Summary report D. Article
  • 41. • B. Interim report
  • 42. A Type I error occurs when we- (A) Accept a null hypothesis when it is false. (B) Reject a null hypothesis, when it is true (C) Fails to make a decision regarding whether to reject (D) Accept the alternative hypothesis
  • 43. • (B) Reject a null hypothesis, when it is true
  • 44. Survey research is cross‐sectional and as a result, it is __________________ A. Low in internal validity but high in reliability B. High in internal validity but low in reliability C. High in ecological validity but low in external validity D. None of the above
  • 45. • A. Low in internal validity but high in reliability
  • 46. The propounder of Action Research (A) B.F. Skinner, (B) Stephan M. Corey (C) J.P. Guilford (D) None of these
  • 47. • (B) Stephan M. Corey
  • 48. The correlation coefficient is used to determine _____________________ A. A specific value of the y‐variable given a specific value of the x‐variable B. A specific value of the x‐variable given a specific value of the y‐variable C. The strength of the relationship between the x and y variables D. None of these alternatives is correct.
  • 49. • C. The strength of the relationship between the x and y variables
  • 50.
  • 52. What is the purpose of a simple linear regression? A. To predict scores on an independent variable from scores on multiple dependent variables B. To predict scores on a dependent variable from scores on a single independent variable C. To predict scores on a dependent variable from scores on multiple independent variables D. To predict scores on an independent variable from scores on a single dependent variable
  • 53. • B. To predict scores on a dependent variable from scores on a single independent variable
  • 54. Critical ratio test is also known as (A) f-test B) t-test (C) z-test (D) None of these
  • 56. The process of administering the first draft of the questionnaire on a small group of respondents in order to refine it and arrive at the final version is called ___________ A. Primary testing B. Draft testing C. Pilot testing D. All of these
  • 57. • C. Pilot testing
  • 58. Data collected from published books are called - (A) Primary data (B) Secondary data (C) Tertiary data (D) None of these
  • 60. The salary of Rohan is more than the salary of Rakesh. This is an example of ____________ A. Nominal scale B. Ordinal scale C. Interval scale D. Ratio scale
  • 61. • B. Ordinal scale
  • 62. In positively skewed normal probability curve- (A) mean > median > mode (B) mean < median <mode (C) mean = median = mode (D) None of the above
  • 63. • (A) mean > median > mode
  • 64. All statement about qualitative research are true except: A. The information is in depth and rich in content B. Requires a lot of skill in interpretation C. Is more time and cost consuming than quantitative research D. Can be used to test causal hypothesis
  • 65. • D. Can be used to test causal hypothesis
  • 66. t-test is apply – (A) when n < 30 (B) when n > 30 (C) when n = 30 (D) None of the above
  • 67. • (A) when n < 30
  • 68. The value of degree of freedom (d.f.) in t-text is (A) df = (n,+n₂) (B) df = (n,- n₂) (C) df = (n,+n₂-2) (D) df = (n,+n₂+1)
  • 69. • (C) df = (n,+n₂-2)
  • 70. A _____________ is an abstraction formed by generalization from particulars. A. Hypothesis B. Variable C. Concept D. Construct
  • 72. Formulation of hypothesis may not be required in – (A) Survey Research (B) Historical Research (C) Experimental Research (D) Laboratory experiment
  • 73. • (B) Historical Research
  • 74. • (C) immediate concern and for immediate solution
  • 75. A tentative proposition subject to test is called ________________________ A. Variable B. Hypothesis C. Data D. Concept
  • 77. Action Research concerned with problems- is ordinarily (A) of general nature (B) Constituting Universal truths (C) immediate concern and for immediate solution (D) None of the above
  • 78. Propositions which describe the characteristics are called ___________hypothesis. A. Descriptive B. Imaginative C. Relational D. Causal
  • 80. Hypothesis which explain relationship between two variables is called _________________ A. Causal hypothesis B. Relational hypothesis C. Descriptive hypothesis D. Tentative hypothesis
  • 81. • B. Relational hypothesis
  • 82. Which of the following is/are types of field studies? A. Exploratory testing B. Hypothesis testing C. Both ‘A’ and ‘B’ D. None of the above
  • 83. • C. Both ‘A’ and ‘B’
  • 84. The aim of group research is to achieve integration on A. Conceptual level B. Technical level C. Human level D. All of these
  • 85. • D. All of these
  • 86. One of the ethical problems with covert participant observation is A. subjecting the participants to physical harm B. observing people outside of their natural setting C. deceiving the respondents as to the reason for your presence D. not being able to write comprehensive field notes on record conversations
  • 87. • C. deceiving the respondents as to the reason for your presence
  • 88. What is the major attribute of Correlational Analysis? A. Association among variables B. Regression among variables C. Difference among variables D. Variation among variables
  • 89. • A. Association among variables
  • 90. A group of experts in a specific area of knowledge assembled at a place and prepare a syllabus for a new course. The process may be termed as. (A) Seminar (B) Workshop (C) Conference (D) Symposium
  • 92. Which of the following is true regarding formative evaluation? (A) It refers to term tests, annual tests and external examination . (B) It is done at the end of the academic session. (C) It provides continuous feedback to both pupil and process. (D) It provides overall result of the teaching-learning process.
  • 93. • C) It provides continuous feedback to both pupil and process.
  • 94. The essence of an effective classroom environment is – (A) A variety of teaching aids (B) Lively student-teacher interaction (C) Pin-drop silence (D) Strict discipline
  • 95. • (B) Lively student-teacher interaction
  • 96. Which of the following is not a quantitative technique for evaluation of students? (A) Oral Techniques (B) Rating Scale Techniques (C) Written Techniques (D) Practical Techniques
  • 97. • (B) Rating Scale Techniques
  • 98. • To apply a goodness-of-fit test, the expected frequency of each category must be at least • A. 10 • B. 5 • C. 8 • D. 30
  • 100. The degrees of freedom for a chi-square test of independence are A. (R-1)(C-1) B. n – 1 C. k – 1 D. (n-1)(k-1)
  • 102. Which of the following is an advantage of focus group interviews? A. provide multiple perspectives B. low degree of scrutiny C. inexpensive D. easy to use for sensitive topics
  • 103. • A. provide multiple perspectives
  • 104. The standard deviation of the sampling distribution of the sample mean decreases when A. X increases B. n increases C. n decreases D. both (a) and (b)
  • 105. • B. n increases
  • 106. The smallest level of significance at when a null hypothesis is rejected is called A. α B. β C. p – value D. χ2
  • 108. To test the hypothesis that the mean blood pressure of university professors is lower than that of company executives, which of the following would you use? A. A left-tailed test B. A two-tailed test C. A right-tailed test D. None of the above
  • 109. • A. A left-tailed test
  • 110. Sale is dependent on price, discounts, and awareness. You can predict the sale with these variables by which method? A. Factor analysis B. Regression analysis C. Cluster analysis D. ANOVA
  • 111. • B. Regression analysis
  • 112. • Convenient sampling is • A. Non-probabilistic sampling technique • B. Probabilistic sampling technique • C. Value based sampling technique • D. None of these
  • 113. • A. Non-probabilistic sampling technique
  • 114. "Internal validity" refers to: A. whether or not there is really a causal relationship between two variables. B. whether or not the findings are relevant to the researchers' everyday lives. C. the extent to which the researcher believes that this was a worthwhile project. D. how accurately the measurements represent underlying concepts.
  • 115. • D. how accurately the measurements represent underlying concepts.
  • 116. Which of the following should be included in a research proposal? A. Your academic status and experience. B. The difficulties you encountered with your previous reading on the topic. C. Your choice of research methods and reasons for choosing them. D. All of the above.
  • 117. • C. Your choice of research methods and reasons for choosing them.
  • 118. What does the term 'longitudinal design' mean? A. A study completed far away from where the researcher lives. B. A study which is very long to read. C. A study with two contrasting cases. D. A study completed over a distinct period of time to map changes in social phenomena.
  • 119. • D. A study completed over a distinct period of time to map changes in social phenomena.