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MRESEA
Contributed by: Billo
  • 1. Which graph is most appropriate for showing parts of a whole?
A) Box plot
B) Pie chart
C) Scatter plot
D) Histogram
  • 2. What does a frequency table show?
A) The cause of a statistical trend
B) The exact population parameter
C) How often each value or category occurs
D) Only the highest and lowest scores
  • 3. What does a high standard deviation usually indicate?
A) The mean is always higher than the median
B) All values are identical
C) The data are categorical
D) Data values are widely spread from the mean
  • 4. Which visual display is best for showing the frequency distribution of continuous numerical data
A) Flowchart
B) Organizational chart
C) Histogram
D) Pie chart
  • 5. What does the range of a data set measure
A) The average distance from the mean
B) The middle 50% of data only
C) The most frequent value
D) The difference between the highest and lowest values
  • 6. Which measure describes how spread out values are around the mean
A) Percentage
B) Mode
C) Standard deviation
D) Frequency
  • 7. Which measure of central tendency is the middle value when data are arranged in order?
A) Mode
B) Mean
C) Median
D) Variance
  • 8. Which measure identifies the value that appears most frequently in a dataset?
A) Mode
B) Standard division
C) Mean
D) Median
  • 9. Which statistical branch focuses on organizing summarizing and presenting data in a meaningful way?
A) Descriptive statistics
B) Experimental statistics
C) Demonetize statistics
D) Inferential statistics
  • 10. What measure of central tendency is calculated by adding all values and dividing by the number of values?
A) Median
B) Mean
C) Mode
D) Range
  • 11. What is an outlier?
A) The value that occurs most often
B) The average of all values
C) A value that is usually far from most other values
D) A required value in every dataset
  • 12. Which measure is usually least affected by extreme outliers
A) Mean
B) Range
C) Median
D) Variance
  • 13. In descriptive statistics what is the purpose of summarizing data?
A) To make patterns and characteristics easier to understand
B) To quarante casual conclusions
C) To remove the need of data collection
D) To prove every hypothesis automatically
  • 14. Which statistic is commonly used to describe the middle of an ordered dataset
A) Range
B) Standard division
C) Variance
D) Median
  • 15. Why are chart useful and descriptive statistics
A) Their place the need for accurate data
B) The help communicate pattern and comparisons visually
C) They make sample bias impossible
D) They always prove causation
  • 16. What is the sample in research
A) A subset of the population selected for study
B) A research instrument only
C) The entire group of interest
D) A statistical error
  • 17. What is the population in a research study?
A) The complete group the researcher wants to study
B) Only the respondents who answered the
C) The list of interview questions
D) A small selected group
  • 18. Which sampling method keeps every member of the population an equal chance of selection?
A) Sample random sampling
B) Snowball sampling
C) Convenience sampling
D) Purposive sampling
  • 19. Which sampling method divides the population into subgroups and randomly samples from each subgroup?
A) Volunteer sampling
B) Stratified random sampling
C) Convenience sampling
D) Quota sampling
  • 20. Which probability sampling method selects every nth member from a list after a random start?
A) Purposive sampling
B) Systematic sampling
C) Quota sampling
D) Snowball sampling
  • 21. Which sampling method randomly selects group, such as classes or schools rather than individuals first?
A) Sample random sampling
B) Cluster sampling
C) Convenience sampling
D) Judgement sampling
  • 22. Which sampling approach is most likely used when researchers choose participants who are easiest to access?
A) Stratified sampling
B) Cluster sampling
C) Systematic sampling
D) Convenience sampling
  • 23. Which non-probability sampling method selects participants based on specific researcher defined characteristics?
A) Cluster sampling
B) Purposive sampling
C) Simple random sampling
D) Systematic sampling
  • 24. Which sampling method is used for reaching hidden or hand-to-find populations through referrals?
A) Systematic sampling
B) Simple random sampling
C) Stratified sampling
D) Snowball sampling
  • 25. What is the sampling bias
A) A perfect reflection of the population
B) A systematic error caused by an unrepresentative sample
C) The use of random numbers
D) A process of cleaning data
  • 26. Why is probability sampling generally prepared for the generalization
A) It requires no sampling frame
B) It only uses volunteers
C) It allows non senses of selection and reduces selection bias
D) It avoids all data analysis
  • 27. What is a sampling frame?
A) A statistical graph
B) A list or source from which a sample is drawn
C) The final conclusion of the study
D) A type of questionnaire
  • 28. Which sampling method ensures important subgroups are represented proportionally?
A) Stratified random sampling
B) Snowball sampling
C) Convenience sampling
D) Accidental sampling
  • 29. What is the main limitation of convenience sampling?
A) It always requires a complete population list
B) It is impossible to conduct
C) It guarantees equal selection probability
D) It may not represent the target population well
  • 30. What is the primary purpose of a thesis proposal?
A) Report final research findings only
B) To replace the review of literature
C) To present and justify a planned research study
D) To avoid defending the research topic
  • 31. Which section usually introduces the research problem and its context
A) Appendices
B) Background of the study
C) References
D) Budget summary only
  • 32. What does the statement of the problem identify?
A) The final computed statistics
B) The specific issue are gap the study aims to address
C) The formatting style only
D) The list of all respondents
  • 33. What is the purpose of research objectives?
A) To less unrelated topics
B) To hide the research variables
C) To state what the study is intends to accomplish
D) To replace data collection
  • 34. Which part explains why the study is important and who may benefit from it?
A) Significance of the study
B) Research instrument
C) Definition of terms
D) Bibliography
  • 35. What does the scoop and delimitation section clarify?
A) The final recommendations
B) The raw data results
C) Only the researchers personal opinion
D) The boundaries and limits of the study
  • 36. Why is a review of related literature important?
A) It eliminates the need for methodology
B) It connects the study to existing knowledge and identifies gaps
C) It replaces data analysis
D) It serves the final conclusion
  • 37. What does a conceptual framework show?
A) The exact survey answers
B) Only the title page design
C) The relationship among key concept or variables in the study
D) The list of references alphabetically
  • 38. Which section describes the research design, participants, instrumets and procedures?
A) Appendix
B) Acknowledgement
C) Methodology
D) Abstract only
  • 39. What should a researcher define during a proposal defense?
A) Only the researchers biography
B) The relevance, feasibility, and soundness of the proposed study
C) Only the number of slides
D) Only the font styles used
  • 40. What is a research gap?
A) A complete final solution
B) Unanswered or under explored area and existing studies
C) Spelling error in the title
D) A duplicated citation format
  • 41. What is feasibility and a thesis proposal?
A) The absence of any limitations
B) The attractiveness of the title only
C) The the practicality of completing the study with available time and resources
D) The number of colors in the presentation
  • 42. Which document section usually lists the sources cited in the proposal?
A) References
B) Methodology
C) Statement of the problem
D) Local of the study
  • 43. What makes a thesis title effective?
A) It is Vague and very bored
B) It contains no key terms
C) It avoids mentioning the research focus
D) It clearly reflects the topic, variables, and context of the study
  • 44. What is data analysis?
A) The process of writing references only
B) The process of examining in transforming data to discover useful information
C) The act of guessing results before collecting data
D) The removal of all numerical values
  • 45. What is data interpretation?
A) Collecting data without reviewing it
B) Choosing respondents randomly only
C) Explaining the meaning and implicate implications of analyzed results
D) Designing the title page
  • 46. Why is data cleaning important before analysis?
A) It guarantees desired conclusion
B) It improves the need for interpretation
C) It improves accuracy by addressing errors missing values and inconsistences
D) It replace sampling
  • 47. Which data analysis approach uses numbers, measurements, and statistics?
A) Narrative reflection only
B) Qualitative analysis
C) Literary criticism only
D) Quantitative analysis
  • 48. Which data analysis approach examines meanings, themes and patterns and text or responses?
A) Qualitative analysis
B) Financial auditing
C) Hardware testing
D) Quantitative analysis
  • 49. What is a theme in qualitative analysis?
A) A random numerical formula
B) A recurring idea or pattern found in the in the data
C) The smallest sample size
D) A type of something frame
  • 50. What should researchers avoid when interpreting results?
A) Explaining patterns carefully
B) Connecting findings to objectives
C) Cleaning conclusions that are not supported by the data
D) Using tables to summarize findings
  • 51. What is triangulation in research analysis?
A) Changing data to fit expectation
B) Using multiple data sources or methods to strengthen validity
C) Ignoring conflicting evidence
D) Using one respondent only
  • 52. Which element helps readers understand whether results answer the research questions?
A) A longer title page
B) A random list of unrelated statistics
C) Decorated slide animation
D) Clear linkage between findings and research questions
  • 53. What does a percentage distribution help show
A) The exact cause of behavior
B) The name of each participant
C) The proportion of responses in each category
D) The research budget
  • 54. What is the role of tables in presenting analyzed data
A) The hide results from readers
B) They replace all explanation
C) They organize results for easier comparison and interpretation
D) They guarantee significance
  • 55. What is conclusion in data interpretation
A) A new sampling technique
B) A list of raw responses only
C) A reasoned statement based on the analyzed findings
D) A personal belief unrelated to data
  • 56. Why should findings be compared with related literature
A) To show agreement contradiction or contribution to existing knowledge
B) To remove citations
C) To avoid discussing the results
D) To make the study and related to previous research
  • 57. What does statistical significance generally indicate
A) The result is automatically important in practice
B) The questionnaire was attractive
C) The observe result is unlikely due to chance under a stated test condition
D) The sample was selected conveniently
  • 58. Which practice improves the credibility of interpretation?
A) Changing objectives after seeing results
B) Reporting only favorable findings
C) Using evidence from the data to support each claim
D) Ignoring unexpected results
  • 59. What is research design?
A) The decoration of survey forms
B) The final list of references
C) The overall plan for conducting a study and answering research questions
D) The act of choosing a font
  • 60. Which research approach focuses on numerical data and statistical analysis?
A) Historical fiction
B) Quantitative research
C) Qualitative research
D) Ethnographic storytelling only
  • 61. Which research approach focuses on understanding experiencing meaning and perspectives?
A) Experimental statistic only
B) Automated tasting
C) Quantitative research
D) Qualitative research
  • 62. What is mixed methods research?
A) A design that combines quantitative in qualitative approaches
B) A design using only one interview
C) A purely theoretical essay
D) A study with no data collection
  • 63. Which design is best suited for testing cost-and-effect relationships under controlled conditions?
A) Descriptive design
B) Experimental design
C) Case report only
D) Narrative design
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