Unit 2 - Practice Quiz

MGN206 50 Questions
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1 Which of the following is logically the first step in the research process?

A. Formulating the research hypothesis
B. Designing the research methodology
C. Defining the research problem
D. Collecting data

2 A Research Design is best described as:

A. A blueprint or framework for conducting the research study
B. The specific conclusion drawn from the data
C. The final report of the research findings
D. The statistical software used for analysis

3 In the context of research design, which variable is presumed to be the cause of change in another variable?

A. Extraneous variable
B. Independent variable
C. Dependent variable
D. Control variable

4 Which type of research design is primarily concerned with describing the characteristics of a population or phenomenon?

A. Experimental Research
B. Causal Research
C. Descriptive Research
D. Exploratory Research

5 When a researcher wants to gain background information, define terms, and clarify problems and hypotheses, which design is most appropriate?

A. Experimental Research
B. Causal Research
C. Conclusive Research
D. Exploratory Research

6 The aggregate of all the units/elements that possess the characteristics under study is called the:

A. Sampling Frame
B. Census
C. Population (or Universe)
D. Sample

7 A numerical characteristic calculated from a sample (e.g., sample mean ) is called a:

A. Parameter
B. Variable
C. Statistic
D. Constant

8 In Simple Random Sampling (SRS), the probability of selecting any specific unit from a population of size is:

A.
B.
C.
D.

9 Which of the following is a type of Non-Probability sampling?

A. Snowball Sampling
B. Systematic Sampling
C. Cluster Sampling
D. Stratified Sampling

10 What is the primary difference between a Longitudinal design and a Cross-sectional design?

A. Cross-sectional studies the same sample over time; Longitudinal studies a sample at a single point in time
B. There is no difference
C. Longitudinal studies the same sample over time; Cross-sectional studies a sample at a single point in time
D. Longitudinal is qualitative; Cross-sectional is quantitative

11 In hypothesis testing, the hypothesis that states there is no significant difference or relationship is called the:

A. Working Hypothesis
B. Alternative Hypothesis ()
C. Descriptive Hypothesis
D. Null Hypothesis ()

12 Which sampling method involves dividing the population into homogeneous subgroups and then taking a simple random sample from each subgroup?

A. Cluster Sampling
B. Systematic Sampling
C. Convenience Sampling
D. Stratified Random Sampling

13 If a researcher selects every element from a list after a random start, this is known as:

A. Simple Random Sampling
B. Systematic Sampling
C. Quota Sampling
D. Purposive Sampling

14 Extraneous variables that are not part of the study but affect the measurement of the dependent variable are often controlled through:

A. Hypothesis formulation
B. Randomization
C. Observation
D. Literature review

15 Which of the following represents a Diagnostic Research Design?

A. Testing a new drug in a lab
B. Identifying the cause of a specific problem or phenomenon frequency
C. Predicting future trends based on history
D. Reviewing literature for a new topic

16 The list of all units in a population from which the sample is to be drawn is known as the:

A. Parameter List
B. Sampling Frame
C. Census Roll
D. Sample Size

17 Which type of error decreases as the sample size () increases?

A. Administrative Error
B. Sampling Error
C. Systematic Error
D. Measurement Error

18 A researcher stands at a mall entrance and surveys people who happen to pass by. This is an example of:

A. Stratified Sampling
B. Cluster Sampling
C. Convenience Sampling
D. Simple Random Sampling

19 In experimental design, the group that is exposed to the manipulation of the independent variable is the:

A. Experimental Group
B. Reference Group
C. Placebo Group
D. Control Group

20 The standard deviation of the sampling distribution of a statistic is referred to as:

A. Sampling Bias
B. Standard Deviation
C. Variance
D. Standard Error

21 Which of the following is NOT a step in the research process?

A. Manipulation of data to fit the hypothesis
B. Data Analysis
C. Data Collection
D. Report Writing

22 Cluster sampling is most efficient when:

A. A sampling frame is easily available for every individual
B. High precision is the only goal regardless of cost
C. The population is very small
D. The population is geographically dispersed

23 What is the primary function of a Literature Review in the research process?

A. To perform statistical analysis
B. To identify research gaps and prevent duplication
C. To collect primary data
D. To increase the word count of the report

24 In Quota Sampling, the researcher:

A. Selects every 10th person
B. Selects the entire population
C. Selects samples randomly
D. Selects samples based on fixed proportions of characteristics (e.g., age, gender) non-randomly

25 Validity in research design refers to:

A. The speed of data collection
B. The size of the sample
C. The consistency of the results over time
D. The accuracy with which a method measures what it is intended to measure

26 A 'Pilot Study' is:

A. A theoretical framework
B. A small-scale preliminary study to evaluate feasibility
C. The final conclusion of a major study
D. A study conducted by airplane pilots

27 Which variable is held constant during an experiment to prevent it from influencing the outcome?

A. Random Variable
B. Binary Variable
C. Controlled Variable
D. Confounding Variable

28 Which of the following represents the correct mathematical calculation for the sampling interval () in systematic sampling?

A.
B.
C.
D.

29 Judgmental Sampling is also known as:

A. Purposive Sampling
B. Area Sampling
C. Simple Random Sampling
D. Cluster Sampling

30 Internal Validity is concerned with:

A. The cost of the research
B. Generalizability of results to the real world
C. Establishing a causal relationship between variables excluding other explanations
D. The sampling method used

31 Which design involves manipulation of independent variables but lacks random assignment?

A. True Experimental Design
B. Quasi-Experimental Design
C. Descriptive Design
D. Exploratory Design

32 The difference between the sample statistic and the true population parameter is called:

A. Non-Sampling Error
B. Correlation
C. Sampling Error
D. Standard Deviation

33 Which of the following is a source of Non-Sampling Error?

A. Choosing a sample size that is too small
B. Respondents providing false information (Response bias)
C. Statistical formula inaccuracy
D. Natural variation in the population

34 In a Randomized Control Trial (RCT), 'Randomization' ensures that:

A. The experiment is double-blind
B. The sample size is large
C. Participants are assigned to groups by chance to reduce bias
D. Data is collected electronically

35 What is 'Snowball Sampling' most useful for?

A. Political polling
B. Populations that are hard to reach or hidden
C. Testing products in a supermarket
D. Large national censuses

36 Which research step immediately follows 'Data Analysis'?

A. Literature Review
B. Research Design
C. Hypothesis Testing / Interpretation
D. Data Collection

37 A variable that can take on an infinite number of values within a range (e.g., weight, height) is called a:

A. Categorical Variable
B. Discrete Variable
C. Continuous Variable
D. Nominal Variable

38 The concept of 'Control' in research design is primarily aimed at:

A. Minimizing the variance of extraneous variables
B. Controlling the research team
C. Controlling the budget
D. Ensuring the sample is small

39 Which of the following is an example of a Probability Sampling method?

A. Convenience Sampling
B. Quota Sampling
C. Judgment Sampling
D. Multi-stage Sampling

40 If a sample is not representative of the population, the results suffer from:

A. Bias
B. Correlation
C. Validity
D. Reliability

41 What does the symbol represent in research statistics?

A. Sample Mean
B. Population Variance
C. Sample Variance
D. Population Mean

42 A 'Double-Blind' study is one where:

A. Neither the participants nor the researchers know who is in the control or experimental group
B. Two researchers analyze the data
C. Participants have vision problems
D. The study is repeated twice

43 Ex Post Facto research is also known as:

A. True Experimental Research
B. Exploratory Research
C. Predictive Research
D. Causal-Comparative Research

44 The Law of Statistical Regularity states that:

A. A small sample will never represent the population
B. Statistics are always regular
C. Sampling errors are unavoidable
D. A moderately large number of items chosen at random from a large group are almost sure to possess the characteristics of the large group

45 Stratified sampling is preferred over simple random sampling when:

A. The population is homogeneous
B. The population is heterogeneous and needs representation from specific subgroups
C. The researcher is in a hurry
D. The sampling frame is unavailable

46 Determining the sample size is influenced by:

A. The desired confidence level
B. All of the above
C. The margin of error (precision)
D. The variability of the population

47 The finite population correction factor is used when:

A. Calculating the mean
B. The sample is extremely small
C. The population is infinite
D. The sample size is large relative to the population (typically )

48 In the research process, 'Operationalization' refers to:

A. Operating the computer software
B. Conducting the surgery
C. Managing the research budget
D. Defining variables in measurable terms

49 Which of the following is true about 'Cluster Sampling' vs 'Stratified Sampling'?

A. They are the same
B. Cluster sampling is always more precise
C. In Stratified, strata are heterogeneous within; In Cluster, clusters are homogeneous within
D. In Stratified, strata are homogeneous within; In Cluster, clusters are heterogeneous within

50 Hypothesis formulation is essentially:

A. A tentative prediction or explanation of the relationship between two or more variables
B. A random guess
C. A proven theory
D. The final conclusion