This test covers the meaning, purpose and types of educational research, the research process, research problems, variables and hypotheses, literature review and sampling, research tools, data and designs, descriptive and inferential statistics, the action research cycle, research ethics, and report writing and referencing.

Section 1: Meaning, Purpose and Types of Research

Q1. Research ethics require a researcher to:

  • (A) Protect participants, obtain consent and report findings honestly
  • (B) Publish participants’ names without permission
  • (C) Hide the method from readers
  • (D) Report only the results that favour the hypothesis
Show Answer

Answer: A – Ethical research protects participants and reports methods and findings honestly, including inconvenient results.

Q2. Which is an example of applied research?

  • (A) Developing a general theory of learning with no immediate application
  • (B) Tracing the history of a university over a century
  • (C) Testing which remedial method best helps struggling readers in a district
  • (D) Describing one student’s life story in full detail
Show Answer

Answer: C – Testing a remedy for a current practical problem is applied research, aimed at a usable solution.

Q3. A university scholar studies how children form scientific concepts, mainly to build theory rather than to solve a school’s immediate problem. This is:

  • (A) Action research
  • (B) Survey research
  • (C) Historical research
  • (D) Basic research
Show Answer

Answer: D – Basic research is driven by the quest for general knowledge and theory, not by an immediate practical problem.

Q4. Action research is most often conducted by:

  • (A) External examiners marking final papers
  • (B) Teachers and other practitioners studying their own classrooms
  • (C) Publishers preparing new textbooks
  • (D) Inspectors carrying out routine school visits
Show Answer

Answer: B – Action research is practitioner-led, with teachers investigating and improving their own practice.

Q5. An abstract of a research report should mainly:

  • (A) Present detailed data tables for every variable measured
  • (B) Briefly summarise the purpose, method, main findings and conclusions
  • (C) Discuss every study cited in the literature review in full
  • (D) Give recommendations only, without describing the method or findings
Show Answer

Answer: B – An abstract is a concise summary that lets a reader grasp the study’s aim, method, findings and conclusions.

Q6. A research problem that is too broad should be:

  • (A) Narrowed to a specific, manageable question that can actually be studied
  • (B) Left broad so that every possible finding can be claimed
  • (C) Replaced by a list of textbooks on the subject
  • (D) Studied without any objectives or plan
Show Answer

Answer: A – Narrowing a broad topic into a focused, researchable problem makes the study feasible and its findings clear.

Q7. The delimitations of a study are mainly concerned with:

  • (A) The full history of the research topic
  • (B) Results already found in other countries
  • (C) The researcher’s personal biography
  • (D) The scope, population and setting the researcher deliberately limits the study to
Show Answer

Answer: D – Delimitations state the boundaries the researcher sets, so the study stays manageable and its claims stay honest.

Q8. To protect participants’ confidentiality, a researcher should:

  • (A) Publish interview transcripts with real names attached
  • (B) Leave identifiable questionnaires in a shared staff room
  • (C) Store identifiable data securely and report findings without linking them to named individuals
  • (D) Share participants’ contact details with other researchers without permission
Show Answer

Answer: C – Confidentiality requires secure handling of identifiable information and anonymous reporting of results.

Q9. Informed consent should normally be obtained:

  • (A) After the data have already been published
  • (B) Only from participants who ask about the study
  • (C) Without explaining any risks, to avoid worrying participants
  • (D) Before data collection, after explaining the purpose, procedures and risks, with participation voluntary
Show Answer

Answer: D – Consent is only informed when it is given beforehand, based on a clear explanation, and freely volunteered.

Section 2: Research Problem, Variables and Hypotheses

Q10. A researcher compares two methods of teaching grammar and measures students’ grammar scores. The teaching method is the:

  • (A) Dependent variable
  • (B) Independent variable
  • (C) Intervening variable
  • (D) Sampling unit
Show Answer

Answer: B – The teaching method is the factor varied by the researcher, so it is the independent variable.

Q11. In the grammar study above, the teaching method given to each group is the:

  • (A) Independent variable, because it is the factor varied
  • (B) Control variable, because it is held constant
  • (C) Outcome measured at the end
  • (D) Population from which the sample was drawn
Show Answer

Answer: A – The teaching method is the factor varied between groups, while grammar scores are the outcome measured.

Q12. A student’s interest in a subject comes between the teaching method used and the pupils’ final achievement, without being directly measured. This is an example of a(n):

  • (A) Dependent variable
  • (B) Independent variable
  • (C) Intervening variable
  • (D) Research objective
Show Answer

Answer: C – An intervening variable operates between the independent and dependent variables and affects their relationship.

Q13. A thesis or dissertation normally follows which broad order?

  • (A) Results, then introduction, then literature review
  • (B) References, then methodology, then findings
  • (C) Introduction, literature review, methodology, results and discussion, conclusions and references
  • (D) Conclusions, then data collection, then problem statement
Show Answer

Answer: C – A thesis moves from the problem and existing knowledge through method and findings to conclusions and cited sources.

Q14. A statement that asserts no relationship between two variables is called a:

  • (A) Directional hypothesis
  • (B) Research question
  • (C) Sampling plan
  • (D) Null hypothesis
Show Answer

Answer: D – A null hypothesis asserts no difference or no relationship between variables.

Q15. The hypothesis “There is a significant difference in achievement between students taught by activity method and those taught by lecture method” is:

  • (A) A null hypothesis
  • (B) A non-directional alternative hypothesis
  • (C) A statement of the sampling plan
  • (D) A conclusion of the study
Show Answer

Answer: B – It is an alternative hypothesis, and it is non-directional because it does not predict which method will be better.

Q16. A directional hypothesis is one that:

  • (A) Predicts the direction of a difference or relationship, such as higher or lower
  • (B) States that no difference exists between groups
  • (C) Describes the sample without making any prediction
  • (D) Is written only after the data have been analysed
Show Answer

Answer: A – Directional hypotheses specify which group is expected to score higher or how variables are expected to relate.

Q17. A researcher should formulate hypotheses:

  • (A) Before collecting data, so that the study has a clear focus to test
  • (B) After writing the conclusions, to match whatever was found
  • (C) Only when the results turn out to be significant
  • (D) Without reference to the research problem
Show Answer

Answer: A – Hypotheses stated in advance guide data collection and prevent the researcher from fitting predictions to results after the fact.

Q18. A conceptual definition differs from an operational definition mainly because a conceptual definition:

  • (A) States how a variable will be measured in the study
  • (B) Explains what a variable means in theory, without saying how it will be measured
  • (C) Is kept secret from the participants
  • (D) Changes its meaning during data analysis
Show Answer

Answer: B – A conceptual definition gives the theoretical meaning of a concept, while an operational definition states how it will be measured.

Section 3: Literature Review and Sampling

Q19. In a literature review, studies are usually organised mainly by:

  • (A) The age of the authors who wrote them
  • (B) The length of each study
  • (C) Themes, questions or findings relevant to the present study
  • (D) The price of the journals they appeared in
Show Answer

Answer: C – A review groups earlier work by what it says about the research question, not by author or length.

Q20. When a literature review cites only secondary sources, the main risk is that:

  • (A) The review will be too short to publish
  • (B) The review will contain no references at all
  • (C) The researcher will have to collect new data
  • (D) Second-hand errors or outdated claims may be repeated without checking the originals
Show Answer

Answer: D – Secondary sources summarise others’ work; relying only on them passes on any errors or outdated claims unchecked.

Q21. The sample of a study is:

  • (A) The entire population the researcher wishes to study
  • (B) The smaller group actually selected from the population for study
  • (C) The statistical test used to analyse the data
  • (D) The list of references at the end of the report
Show Answer

Answer: B – A sample is a part of the population that is actually studied, with results generalised cautiously to the whole.

Q22. A researcher uses a lottery to draw names from a complete class list. This method is best described as:

  • (A) Purposive sampling of typical cases
  • (B) Quota sampling with fixed numbers
  • (C) Convenience sampling of whoever is available
  • (D) Simple random sampling
Show Answer

Answer: D – Drawing names by lottery from a complete list gives every member an equal chance of selection.

Q23. A researcher divides teachers into primary, middle and secondary strata and samples randomly within each. This is:

  • (A) Stratified random sampling
  • (B) Convenience sampling
  • (C) Snowball sampling
  • (D) Quota sampling
Show Answer

Answer: A – Stratified sampling ensures each stratum is represented by sampling randomly within every stratum.

Q24. Cluster sampling involves:

  • (A) Selecting only expert informants by judgement
  • (B) Picking every tenth name from a list
  • (C) Randomly selecting intact groups, such as whole classes, and studying all members within them
  • (D) Filling fixed numbers from each subgroup without random selection
Show Answer

Answer: C – In cluster sampling whole groups are chosen at random, and members of the chosen groups are studied.

Q25. Systematic sampling is carried out by:

  • (A) Selecting every kth individual from a list after a random start
  • (B) Choosing only participants who are easiest to reach
  • (C) Asking participants to recommend further participants
  • (D) Hand-picking cases that fit the researcher’s purpose
Show Answer

Answer: A – Systematic sampling uses a fixed interval from a randomly chosen starting point on an ordered list.

Q26. A researcher studying school leadership interviews only principals who have introduced a successful reform. This is:

  • (A) Simple random sampling
  • (B) Systematic sampling
  • (C) Cluster sampling
  • (D) Purposive sampling
Show Answer

Answer: D – Purposive sampling deliberately selects cases chosen for their relevance to the study’s purpose.

Q27. Convenience sampling is characterised by selecting participants who are:

  • (A) Randomly drawn from a complete population list
  • (B) Readily available and easy for the researcher to reach
  • (C) Recommended by other participants
  • (D) Chosen to fill a set quota in each subgroup
Show Answer

Answer: B – Convenience samples use whoever is at hand, which is quick but limits how far results can be generalised.

Q28. Snowball sampling begins with a few participants who then:

  • (A) Are replaced by a random sample from the population
  • (B) Select the research tools for the study
  • (C) Refer the researcher to other people who meet the study criteria
  • (D) Form fixed quotas for each subgroup
Show Answer

Answer: C – Snowball sampling grows through referrals, which is useful for groups that are hard to locate directly.

Q29. A researcher needs 20 male and 20 female teachers but picks whoever is available until each number is reached. This is:

  • (A) Simple random sampling
  • (B) Cluster sampling
  • (C) Systematic sampling
  • (D) Quota sampling
Show Answer

Answer: D – Quota sampling sets subgroup numbers in advance, but the individuals filling each quota are not randomly chosen.

Q30. Action research is most clearly different from traditional research because in action research:

  • (A) The practitioner studies and improves his or her own practice
  • (B) No data of any kind are collected
  • (C) Results must apply to every school in the country
  • (D) The researcher never reflects on the findings
Show Answer

Answer: A – In action research the practitioner is also the researcher, working on his or her own practice.

Section 4: Research Tools, Data and Designs

Q31. An achievement test as a research tool is mainly used to measure:

  • (A) A teacher’s attitude toward a new syllabus
  • (B) A student’s personality traits
  • (C) What a student has learned in a subject area
  • (D) A parent’s opinion of school management
Show Answer

Answer: C – Achievement tests measure learning outcomes in a subject, such as knowledge and skills already taught.

Q32. The main advantage of asking every respondent the same questions in the same order is that it:

  • (A) Lets the conversation wander wherever the respondent wishes
  • (B) Makes answers comparable across respondents
  • (C) Removes the need to record any answers
  • (D) Works only when questions are sent by post
Show Answer

Answer: B – Standardised questions and order make answers comparable, which is the point of a structured interview.

Q33. Participant observation differs from non-participant observation because the observer:

  • (A) Records behaviour from outside the group
  • (B) Uses a questionnaire instead of watching
  • (C) Interviews participants after the lesson only
  • (D) Joins the group and takes part in its activities while observing
Show Answer

Answer: D – A participant observer becomes part of the group, gaining insider experience while still recording observations.

Q34. A questionnaire with closed-ended questions is advantageous because it:

  • (A) Produces answers that are easy to code, compare and analyse
  • (B) Allows unlimited free expression in every answer
  • (C) Requires no planning of response options
  • (D) Guarantees that every respondent understands every question
Show Answer

Answer: A – Closed questions give preset options, making responses straightforward to count and compare across respondents.

Q35. Quantitative data are best described as data that are:

  • (A) Expressed only in words describing feelings
  • (B) Numerical and capable of being counted, measured or analysed statistically
  • (C) Collected only from historical documents
  • (D) Based solely on a single case study
Show Answer

Answer: B – Quantitative data are numerical, allowing measurement, counting and statistical analysis.

Q36. Secondary data differ from primary data in that secondary data:

  • (A) Are collected by the researcher for the present study
  • (B) Are gathered through a new experiment
  • (C) Already exist, having been collected earlier by someone else
  • (D) Can only be obtained through interviews
Show Answer

Answer: C – Secondary data were collected previously for another purpose and are reused by the researcher.

Q37. A true experimental design must include:

  • (A) Manipulation of a treatment, a comparison group and random assignment
  • (B) Study of past documents only
  • (C) A survey of opinions at a single point in time
  • (D) In-depth study of one case without comparison
Show Answer

Answer: A – True experiments combine manipulation, comparison and random assignment to support causal conclusions.

Q38. A researcher uses two existing classes as experimental and control groups because random assignment is not possible. This is a:

  • (A) True experiment
  • (B) Survey design
  • (C) Case study
  • (D) Quasi-experimental design
Show Answer

Answer: D – Using intact groups without random assignment makes the design quasi-experimental rather than truly experimental.

Q39. A case study of one struggling school would be most appropriate to:

  • (A) Estimate the average score of all schools in a province
  • (B) Test a treatment with randomly assigned groups
  • (C) Understand that school’s problems, practices and context in depth
  • (D) Survey opinions across thousands of teachers
Show Answer

Answer: C – Case studies trade breadth for depth, examining one case intensively in its real context.

Q40. Ex post facto research starts with:

  • (A) A new treatment introduced by the researcher
  • (B) An outcome that has already occurred, then looks back for possible causes
  • (C) Random assignment to experimental groups
  • (D) A questionnaire about future intentions only
Show Answer

Answer: B – Ex post facto research begins after the fact, examining existing differences and their possible antecedents.

Q41. Correlational research can show that two variables are related, but it cannot by itself show that:

  • (A) The variables vary together
  • (B) The relationship is strong or weak
  • (C) The relationship is positive or negative
  • (D) One variable causes the other
Show Answer

Answer: D – Correlation alone does not prove causation, because a third factor may explain the association.

Q42. Historical research would most likely use which source?

  • (A) Old school registers, minutes and policy documents
  • (B) A new achievement test administered today
  • (C) A questionnaire given to current students
  • (D) An experiment conducted in a present-day classroom
Show Answer

Answer: A – Historical research draws on surviving records to reconstruct and interpret past events.

Section 5: Descriptive and Inferential Statistics Basics

Q43. The mean is most affected by:

  • (A) The most frequent score
  • (B) The middle score in an ordered list
  • (C) Extreme scores, because every score contributes to the total
  • (D) The number of categories in a table
Show Answer

Answer: C – Because the mean uses every score, a very high or very low score can pull it away from the centre.

Q44. For the scores 3, 6, 8, 10, 15 and 20, the median is:

  • (A) 8
  • (B) 9
  • (C) 10
  • (D) 12
Show Answer

Answer: B – With six scores, the median is the average of the two middle scores, 8 and 10, which is 9.

Q45. A distribution with scores 2, 4, 4, 7, 9 and 12 has a mode of:

  • (A) 2
  • (B) 7
  • (C) 4
  • (D) 6
Show Answer

Answer: C – The mode is the most frequent score, and 4 occurs twice while every other score occurs once.

Q46. If two classes have the same mean score but one has a much larger standard deviation, that class has:

  • (A) Fewer students than the other class
  • (B) Scores more widely spread around the mean
  • (C) A higher most frequent score
  • (D) A lower median score in every case
Show Answer

Answer: B – A larger standard deviation means scores are more dispersed, even when the means are identical.

Q47. A correlation coefficient of 0.00 between two variables indicates:

  • (A) No linear relationship between the variables
  • (B) A perfect positive relationship
  • (C) A perfect negative relationship
  • (D) That one variable causes the other
Show Answer

Answer: A – A coefficient of zero means there is no linear association between the two variables.

Q48. Which task belongs to inferential statistics rather than descriptive statistics?

  • (A) Drawing a bar chart of the sample scores
  • (B) Calculating the percentage of students who passed
  • (C) Reporting the mean score of the class studied
  • (D) Testing whether a sample difference is likely to hold in the population
Show Answer

Answer: D – Inferential statistics go beyond describing the sample to make judgements about the wider population.

Q49. A researcher wants to compare the mean scores of a treatment group and a control group. The most suitable basic test is a:

  • (A) Chi-square test on category frequencies
  • (B) t-test on the two group means
  • (C) Test of the mode alone
  • (D) Test of the sample size alone
Show Answer

Answer: B – A t-test compares two means to judge whether their difference is statistically significant.

Q50. A chi-square test would be suitable to examine whether:

  • (A) Two group means differ significantly
  • (B) Two variables are correlated in a linear way
  • (C) Scores are spread widely around the mean
  • (D) Observed frequencies in categories differ from expected frequencies
Show Answer

Answer: D – Chi-square works with categorical frequencies, comparing what was observed with what was expected.

Q51. A correlation of +0.91 is best described as:

  • (A) Weak and negative
  • (B) Moderate and negative
  • (C) Very strong and positive
  • (D) Unrelated to either variable
Show Answer

Answer: C – A value close to +1 indicates a very strong positive linear relationship.

Q52. Descriptive statistics include:

  • (A) Means, medians, percentages and graphs that summarise collected data
  • (B) Hypothesis tests about an unstudied population
  • (C) Estimates of sampling error for generalisation
  • (D) Decisions about statistical significance at a set level
Show Answer

Answer: A – Descriptive statistics summarise the data at hand, while inference and significance testing go beyond the sample.

Q53. If a result is significant at the 0.01 level, it means the probability that the result arose by chance is:

  • (A) 1 percent or less
  • (B) 10 percent or more
  • (C) Exactly 50 percent
  • (D) Zero in every possible replication
Show Answer

Answer: A – The 0.01 level allows at most a 1 percent probability that a result of this size occurred by chance.

Q54. In a common author-date referencing style, an in-text citation normally gives the:

  • (A) Full address of the publisher
  • (B) Title of the journal only
  • (C) Author’s surname and the year of publication
  • (D) Page numbers of the entire book
Show Answer

Answer: C – Author-date citations identify a source in the text by surname and year, with full details in the reference list.

Section 6: Action Research Cycle, Ethics, Report Writing and Referencing

Q55. The first step in an action research cycle is normally to:

  • (A) Observe a colleague’s lesson without any focus or question in mind
  • (B) Implement a ready-made solution before examining the problem
  • (C) Review all available literature before identifying any practical problem
  • (D) Identify a practical problem in one’s own practice and plan an action
Show Answer

Answer: D – Action research begins with a real problem in the practitioner’s own setting and a plan to address it.

Q56. During the observation stage of action research, the practitioner should:

  • (A) Ignore any evidence that contradicts the original plan
  • (B) Systematically record what happens when the planned action is carried out
  • (C) Stop the cycle and write conclusions immediately
  • (D) Change the problem to fit the results obtained
Show Answer

Answer: B – Observation means gathering systematic evidence about the effects of the action, whether expected or not.

Q57. A researcher reports a result that contradicts the hypothesis, rather than hiding it. This practice best reflects:

  • (A) Sampling error
  • (B) Piloting a questionnaire
  • (C) Honesty and objectivity in reporting
  • (D) Generalisation to a population
Show Answer

Answer: C – Honest reporting includes inconvenient results, not only results that support the hypothesis.

Q58. Anonymity in research means that:

  • (A) Even the researcher cannot link responses to particular participants
  • (B) Participants’ names are published with their answers
  • (C) Raw data are shared openly with the public
  • (D) Participants are told the results before data collection
Show Answer

Answer: A – Anonymity is stronger than confidentiality: no identifying link between a person and a response is kept at all.

Q59. Which action counts as plagiarism?

  • (A) Summarising a source in one’s own words with a citation
  • (B) Copying paragraphs from a thesis into a report without acknowledgement
  • (C) Quoting a short passage with quotation marks and a citation
  • (D) Listing a source in the references after citing it in the text
Show Answer

Answer: B – Copying another’s work without credit, even if the words are rearranged slightly, is plagiarism.

Q60. In a reference list, entries are normally:

  • (A) Listed in the order the researcher happened to read them
  • (B) Grouped only by the year of publication
  • (C) Mixed with the researcher’s personal notes
  • (D) Arranged alphabetically by the author’s surname, including only sources cited in the text
Show Answer

Answer: D – A reference list normally contains only cited sources, arranged alphabetically by author surname in most styles.

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