1Research aimed at solving a specific, practical problem faced by an organization or society is called:
types of research
Easy
A.Pure research
B.Applied research
C.Basic research
D.Fundamental research
Correct Answer: Applied research
Explanation:
Applied research focuses on finding solutions to immediate, practical problems, unlike basic research which seeks to expand general knowledge.
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2Which type of research is primarily concerned with generalizations and formulation of theories without immediate practical application?
basic
Easy
A.Applied research
B.Basic research
C.Action research
D.Market research
Correct Answer: Basic research
Explanation:
Basic (fundamental or pure) research is driven by curiosity and aims to advance knowledge and theory rather than solve an immediate problem.
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3Research concerned with understanding qualities, opinions, and reasons rather than numerical measurement is known as:
qualitative
Easy
A.Experimental research
B.Qualitative research
C.Quantitative research
D.Statistical research
Correct Answer: Qualitative research
Explanation:
Qualitative research explores meanings, experiences, and opinions using non-numerical data such as interviews and observations.
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4Which type of research relies on the collection and analysis of numerical data?
quantitative
Easy
A.Quantitative research
B.Qualitative research
C.Historical research
D.Descriptive research
Correct Answer: Quantitative research
Explanation:
Quantitative research is based on measurement and expresses findings in numbers, often using statistical techniques for analysis.
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5A study that observes the same subjects repeatedly over a long period of time is called a:
longitudinal
Easy
A.Case study
B.Longitudinal study
C.Pilot study
D.Cross-sectional study
Correct Answer: Longitudinal study
Explanation:
Longitudinal studies collect data from the same subjects at multiple points over time to observe changes and developments.
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6A study that collects data from a population at a single point in time is best described as:
cross-sectional
Easy
A.Cross-sectional study
B.Panel study
C.Longitudinal study
D.Cohort study
Correct Answer: Cross-sectional study
Explanation:
Cross-sectional studies take a snapshot of a population at one specific moment, rather than following subjects over time.
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7Correlational research is mainly used to:
correlation
Easy
A.Prove that one variable causes another
B.Examine the relationship between two or more variables
C.Manipulate variables in a controlled setting
D.Describe historical events in sequence
Correct Answer: Examine the relationship between two or more variables
Explanation:
Correlational research measures the degree of association between variables but does not establish cause and effect.
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8Research that studies past events and records to understand the present or predict the future is called:
historical
Easy
A.Historical research
B.Experimental research
C.Applied research
D.Survey research
Correct Answer: Historical research
Explanation:
Historical research systematically examines past sources and records to interpret events and their significance.
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9Reasoning that moves from specific observations to broader generalizations is known as:
inductive
Easy
A.Deductive reasoning
B.Inductive reasoning
C.Circular reasoning
D.Analogical reasoning
Correct Answer: Inductive reasoning
Explanation:
Inductive reasoning builds general conclusions or theories from specific observations and patterns.
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10Deductive reasoning in research generally proceeds from:
deductive
Easy
A.Specific observations to general theories
B.Conclusions to unrelated facts
C.General principles to specific conclusions
D.Random data to fixed hypotheses
Correct Answer: General principles to specific conclusions
Explanation:
Deductive reasoning starts with a general theory or premise and derives specific, testable conclusions from it.
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11The two broad approaches to research are commonly classified as:
research approaches
Easy
A.Quantitative and qualitative
B.Basic and applied
C.Descriptive and analytical
D.Primary and secondary
Correct Answer: Quantitative and qualitative
Explanation:
The two fundamental research approaches are quantitative (numerical) and qualitative (non-numerical) approaches.
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12Which of the following best describes the significance of research?
significance of research
Easy
A.It only helps students pass examinations
B.It is limited to laboratory experiments
C.It provides a basis for policy, decision-making, and advancement of knowledge
D.It replaces the need for any theory
Correct Answer: It provides a basis for policy, decision-making, and advancement of knowledge
Explanation:
Research is significant because it generates new knowledge and provides evidence for informed decisions and policies.
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13Which of the following is usually the FIRST step in the research process?
research process
Easy
A.Analyzing the data
B.Collecting the data
C.Writing the report
D.Defining the research problem
Correct Answer: Defining the research problem
Explanation:
The research process typically begins with identifying and clearly defining the research problem.
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14In the research process, the step of reviewing existing literature mainly helps to:
research process
Easy
A.Collect primary numerical data
B.Publish the final report
C.Select the printing house
D.Understand prior work and refine the research problem
Correct Answer: Understand prior work and refine the research problem
Explanation:
A literature review reveals what is already known, avoids duplication, and helps sharpen the research problem.
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15Which of the following is a key criterion of good research?
criteria of good research
Easy
A.It hides its methods from readers
B.It follows a systematic and logical procedure
C.It is based only on personal opinion
D.It avoids any use of prior studies
Correct Answer: It follows a systematic and logical procedure
Explanation:
Good research is systematic, logical, replicable, and based on empirical evidence with clearly stated methods.
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16The ability of research to produce the same results when repeated under similar conditions is called:
criteria of good research
Easy
A.Ambiguity
B.Subjectivity
C.Replicability
D.Redundancy
Correct Answer: Replicability
Explanation:
Replicability (reproducibility) is a hallmark of good research, meaning others can repeat the study and obtain consistent results.
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17The impact factor of a journal is primarily a measure of:
journal indexing (impact factor of journals, h index, SJR value, journal citation indices etc.)
Easy
A.The average number of citations received by its articles
B.The number of pages in each issue
C.The number of authors per paper
D.The subscription price of the journal
Correct Answer: The average number of citations received by its articles
Explanation:
The impact factor reflects the average number of citations that articles in a journal receive over a specific period, indicating its influence.
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18The h-index of a researcher measures:
journal indexing (impact factor of journals, h index, SJR value, journal citation indices etc.)
Easy
A.Only the total number of papers written
B.Both the productivity and citation impact of their publications
C.Only the years of research experience
D.Only the number of co-authors
Correct Answer: Both the productivity and citation impact of their publications
Explanation:
The h-index combines the number of publications with how often they are cited, capturing both productivity and impact.
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19A journal in which submitted articles are evaluated by experts before publication is called a:
types of journals
Easy
A.Predatory journal
B.Trade magazine
C.Newsletter
D.Peer-reviewed journal
Correct Answer: Peer-reviewed journal
Explanation:
Peer-reviewed (refereed) journals have submitted manuscripts assessed by subject experts to ensure quality before acceptance.
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20In a double-blind peer review process:
type of publication: review process of publication
Easy
A.Only the reviewers know the authors
B.Both authors and reviewers remain anonymous to each other
C.Reviewers are chosen by the authors themselves
D.Only the authors know the reviewers
Correct Answer: Both authors and reviewers remain anonymous to each other
Explanation:
In double-blind review, the identities of both authors and reviewers are concealed to reduce bias in evaluation.
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21A pharmaceutical company funds a study to develop a faster-acting formulation of an existing painkiller for immediate commercial launch. Which type of research does this best represent?
applied
Medium
A.Basic research
B.Exploratory research
C.Applied research
D.Historical research
Correct Answer: Applied research
Explanation:
Applied research is directed toward solving a specific, practical problem — here, developing a marketable product. Basic research seeks knowledge without immediate application.
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22A physicist investigates the behavior of subatomic particles purely to expand theoretical understanding, with no intended application. This is an example of:
basic
Medium
A.Applied research
B.Basic (fundamental) research
C.Action research
D.Evaluative research
Correct Answer: Basic (fundamental) research
Explanation:
Basic research aims to advance knowledge and theory without a specific practical goal, distinguishing it from applied research.
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23A researcher conducts in-depth interviews to understand why consumers feel loyal to a brand, focusing on meanings and experiences rather than numbers. This approach is:
qualitative
Medium
A.Longitudinal research
B.Qualitative research
C.Quantitative research
D.Correlational research
Correct Answer: Qualitative research
Explanation:
Qualitative research explores meanings, motivations, and experiences through non-numerical data such as interviews, unlike quantitative research which relies on measurable data.
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24A study measures the physical activity levels of people aged 20, 40, and 60 at a single point in time to compare age groups. This design is:
cross-sectional
Medium
A.Longitudinal study
B.Experimental study
C.Cross-sectional study
D.Case study
Correct Answer: Cross-sectional study
Explanation:
A cross-sectional study collects data from different groups at one point in time. A longitudinal study would follow the same subjects over time.
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25Which research design is most appropriate for studying how children's reading ability develops by following the same group from ages 6 to 12?
longitudinal
Medium
A.Longitudinal study
B.Historical research
C.Cross-sectional study
D.Survey research
Correct Answer: Longitudinal study
Explanation:
A longitudinal study repeatedly observes the same subjects over an extended period, making it ideal for tracking developmental change over time.
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26A study reports a correlation coefficient of between hours of study and exam scores. What can be validly concluded?
correlation
Medium
A.Studying causes higher exam scores
B.Higher scores cause more studying
C.The two variables are unrelated
D.There is a strong positive association between the two variables
Correct Answer: There is a strong positive association between the two variables
Explanation:
A correlation near indicates a strong positive relationship, but correlation does not establish causation in either direction.
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27A researcher observes many specific cases of birds migrating in winter and forms a general theory that most birds in cold regions migrate. This reasoning is:
inductive
Medium
A.Inductive reasoning
B.Abductive reasoning
C.Analogical reasoning
D.Deductive reasoning
Correct Answer: Inductive reasoning
Explanation:
Inductive reasoning moves from specific observations to broad generalizations. Deductive reasoning moves from general premises to specific conclusions.
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28A study begins with the theory "All metals expand when heated," then tests whether a specific copper rod expands upon heating. This logical approach is:
deductive
Medium
A.Heuristic reasoning
B.Inductive reasoning
C.Grounded theory
D.Deductive reasoning
Correct Answer: Deductive reasoning
Explanation:
Deductive reasoning starts from a general premise and tests it against a specific case, moving from general to specific.
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29A scholar analyzes archived letters, government records, and old newspapers to reconstruct the causes of an 18th-century famine. This is an example of:
historical
Medium
A.Experimental research
B.Correlational research
C.Descriptive survey research
D.Historical research
Correct Answer: Historical research
Explanation:
Historical research systematically examines past records and documents to understand and interpret past events.
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30In the standard research process, which step immediately follows the formulation of the research problem?
research process
Medium
A.Collecting the data
B.Interpreting the results
C.Writing the final report
D.Reviewing the related literature
Correct Answer: Reviewing the related literature
Explanation:
After defining the problem, an extensive literature review is conducted to understand existing work and refine hypotheses before designing data collection.
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31A colleague repeats your published experiment using your described methods and obtains the same results. Which criterion of good research does this demonstrate?
criteria of good research
Medium
A.Novelty
B.Replicability
C.Objectivity
D.Generalizability
Correct Answer: Replicability
Explanation:
Replicability means the study can be repeated by others with consistent results, a hallmark of sound scientific research.
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32A study combines a large-scale numerical survey with follow-up focus group discussions to interpret the findings. This best reflects a:
research approaches
Medium
A.Mixed-methods approach
B.Historical approach
C.Purely qualitative approach
D.Purely quantitative approach
Correct Answer: Mixed-methods approach
Explanation:
A mixed-methods approach integrates quantitative and qualitative techniques to draw on the strengths of both.
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33Which of the following best captures the primary significance of research in policy-making?
significance of research
Medium
A.It eliminates the need for expert judgment
B.It guarantees that all decisions will succeed
C.It replaces stakeholder consultation entirely
D.It provides evidence-based knowledge to guide informed decisions
Correct Answer: It provides evidence-based knowledge to guide informed decisions
Explanation:
Research supplies systematic, evidence-based insights that inform sound decision-making, though it complements rather than replaces judgment.
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34A journal published 100 citable articles in the previous two years, which received 400 citations in the current year. What is its Journal Impact Factor?
journal indexing (impact factor of journals, h index, SJR value, journal citation indices etc.)
Medium
A.
B.
C.
D.
Correct Answer:
Explanation:
Impact Factor = citations in current year to items published in prior two years divided by number of those items: .
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35A researcher has publications with citation counts of 10, 8, 5, 4, 3, 2, 1. What is this researcher's h-index?
journal indexing (impact factor of journals, h index, SJR value, journal citation indices etc.)
Medium
A.
B.
C.
D.
Correct Answer:
Explanation:
The h-index is the largest number such that papers each have at least citations. Here 4 papers have citations (10, 8, 5, 4), but not 5 papers with , so .
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36Unlike the raw Impact Factor, the SJR (SCImago Journal Rank) metric is distinctive because it:
journal indexing (impact factor of journals, h index, SJR value, journal citation indices etc.)
Medium
A.Counts only self-citations by authors
B.Measures the total number of pages published
C.Weights citations by the prestige of the citing journal
D.Ignores the source of citations entirely
Correct Answer: Weights citations by the prestige of the citing journal
Explanation:
SJR assigns different weights to citations depending on the prestige (rank) of the citing journal, so a citation from a high-ranked journal counts more.
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37A researcher wants to publish original experimental results that undergo expert scrutiny before acceptance. Which journal type is most appropriate?
types of journals
Medium
A.Predatory open-access outlet
B.Trade newsletter
C.Popular science magazine
D.Peer-reviewed (refereed) journal
Correct Answer: Peer-reviewed (refereed) journal
Explanation:
Peer-reviewed journals subject submissions to expert evaluation before publication, ensuring quality and credibility of original research.
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38Which of the following is a recognized reputable academic publishing house?
high valued/reputed publishing houses/publishers
Medium
A.A pay-to-publish outlet with no editorial board
B.A vanity press with no review
C.Springer Nature
D.An unindexed personal blog network
Correct Answer: Springer Nature
Explanation:
Springer Nature is a well-established, reputable academic publisher. The other options describe low-quality or predatory publishing lacking rigorous editorial standards.
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39In a double-blind peer review process, which of the following is true?
type of publication: review process of publication
Medium
A.Both authors and reviewers remain anonymous to each other
B.Only the reviewers' identities are hidden
C.All identities are publicly disclosed
D.Only the authors' identities are hidden
Correct Answer: Both authors and reviewers remain anonymous to each other
Explanation:
In double-blind review, neither authors nor reviewers know each other's identities, reducing bias in evaluation.
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40After submitting a manuscript, an author receives a decision of "major revisions." What does this typically mean?
type of publication: review process of publication
Medium
A.The paper has potential but requires substantial changes before reconsideration
B.The paper will be published without any changes
C.The paper is permanently rejected without recourse
D.The paper is accepted as-is for publication
Correct Answer: The paper has potential but requires substantial changes before reconsideration
Explanation:
A "major revisions" decision indicates the manuscript is promising but needs significant improvements and will be re-evaluated after resubmission.
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41A journal published 120 citable items in 2022 and 130 in 2023. In 2024 it received 500 citations to those items (220 to 2022 items, 280 to 2023 items). What is the journal's 2024 Journal Impact Factor?
impact factor of journals
Hard
A.
B.
C.
D.
Correct Answer:
Explanation:
JIF = citations in 2024 to items published in the previous two years / number of citable items in those two years = .
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42A researcher has papers with citation counts: 25, 12, 9, 8, 5, 4, 3, 1. What is this researcher's h-index?
h index
Hard
A.
B.
C.
D.
Correct Answer:
Explanation:
The h-index is the largest number such that papers each have at least citations. Five papers have citations (25,12,9,8,5), but six papers do not all have (the 6th has only 4). Hence .
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43A researcher observes that in 50 randomly sampled firms, higher R&D spending coincides with higher patent output, and then proposes a general theory linking innovation investment to patenting. Which reasoning pattern, and its key limitation, best describes this?
inductive
Hard
A.Abductive reasoning; it selects the single most economical explanation with certainty
B.Deductive reasoning; it moves from a universal law to a specific instance
C.Deductive reasoning; the conclusion is certain if the premises are true
D.Inductive reasoning; the conclusion is probabilistic and not logically guaranteed by the premises
Correct Answer: Inductive reasoning; the conclusion is probabilistic and not logically guaranteed by the premises
Explanation:
Moving from specific observations to a general theory is induction. Its central limitation is that even true premises make the general conclusion only probable, never certain.
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44A study on aging effects follows the same cohort born in 1990 over 30 years but cannot separate the influence of the specific historical period from true age-related change. Which threat is most directly at play?
longitudinal
Hard
A.Selection bias arising from non-random assignment to treatment groups
B.Attrition bias due to differential dropout of unhealthy participants
C.Regression to the mean caused by repeated measurement of extreme scores
D.Cohort (generation) effects confounding age effects in a single-cohort longitudinal design
Correct Answer: Cohort (generation) effects confounding age effects in a single-cohort longitudinal design
Explanation:
A single-cohort longitudinal study confounds age with cohort/period, since only one generation is followed. Distinguishing age, period, and cohort requires designs such as cross-sequential studies.
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45A study reports between hours studied and exam score. What proportion of variance in exam scores is explained by hours studied, and what caution applies?
correlation
Hard
A. of variance explained; correlation implies a causal link
B. of variance explained; correlation guarantees a linear cause
C. of variance explained; correlation removes confounders
D. of variance explained; correlation does not establish causation
Correct Answer: of variance explained; correlation does not establish causation
Explanation:
The coefficient of determination is . Correlation quantifies association only and cannot by itself establish causation or rule out confounding.
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46Two journals have identical raw citation counts, but Journal X has a higher SCImago Journal Rank (SJR) than Journal Y. What best explains this difference?
SJR value
Hard
A.SJR weights citations by the prestige of the citing journals, so X receives more citations from high-ranking sources
B.SJR is based only on the two most recent years, so X is newer than Y
C.SJR divides citations by the number of authors, so X has fewer authors per paper
D.SJR simply counts total citations, so the two values cannot differ if raw counts are equal
Correct Answer: SJR weights citations by the prestige of the citing journals, so X receives more citations from high-ranking sources
Explanation:
SJR uses a prestige-weighted, eigenvector-style metric (similar to PageRank): citations from highly ranked journals count more. Equal raw counts can yield different SJR values depending on the sources of citations.
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47A pharmaceutical firm funds a project to understand the fundamental folding mechanism of a protein, with no immediate product in mind, but expects it may eventually inform drug design. How is this research most accurately classified?
types of research – basic, applied
Hard
A.Basic research, because its immediate aim is generating fundamental knowledge regardless of eventual application
B.Applied research, because a firm funds it with an eventual product in mind
C.Action research, because it seeks to solve an immediate organizational problem
D.Evaluation research, because it assesses the effectiveness of an existing intervention
Correct Answer: Basic research, because its immediate aim is generating fundamental knowledge regardless of eventual application
Explanation:
Classification depends on the immediate objective, not the funding source or distant hopes. Seeking fundamental mechanistic understanding without a specific application is basic (fundamental) research.
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48In a double-blind peer review, which statement correctly describes what is concealed and a key advantage?
review process of publication
Hard
A.Only the reviewer's identity is hidden, allowing reviewers to judge the author's track record
B.Identities are public to both parties, maximizing accountability and transparency
C.Author and reviewer identities are mutually hidden, reducing bias linked to the author's reputation or affiliation
D.Only the author's identity is hidden, letting authors know who is critiquing them
Correct Answer: Author and reviewer identities are mutually hidden, reducing bias linked to the author's reputation or affiliation
Explanation:
Double-blind review conceals both parties' identities from each other. Its main advantage is reducing bias tied to author name, gender, institution, or prior reputation.
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49A researcher measures diet and blood pressure in 2,000 adults at a single time point and finds an association. Why can this cross-sectional design not establish that diet causes blood pressure changes?
cross-sectional
Hard
A.Cross-sectional data always violate the assumption of random sampling
B.Temporal precedence cannot be established since exposure and outcome are measured simultaneously
C.Cross-sectional designs cannot compute any measure of association between variables
D.The sample size of 2,000 is far too small for cross-sectional inference
Correct Answer: Temporal precedence cannot be established since exposure and outcome are measured simultaneously
Explanation:
Because exposure and outcome are captured at one moment, we cannot tell which came first. Without temporal precedence, causal direction (and reverse causation) cannot be resolved.
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50A study's findings change substantially when a second analyst re-codes the same qualitative transcripts using the same coding scheme. Which criterion of good research is most directly threatened?
criteria of good research
Hard
A.Generalizability, because the sample does not represent the population
B.Reliability, because results are not consistent across coders using the same procedure
C.Validity, because the instrument fails to measure the intended construct
D.Objectivity, because the researcher's personal values shaped the hypothesis
Correct Answer: Reliability, because results are not consistent across coders using the same procedure
Explanation:
Consistency of results under repeated application (here, inter-coder consistency) is reliability. Poor agreement between coders indicates low reliability, distinct from validity or generalizability.
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51A researcher finalizes the sampling design and data-collection instruments before completing the literature review and problem definition. What is the primary methodological risk of this sequencing error?
research process
Hard
A.Instruments may not align with a well-defined problem or established gaps, undermining construct validity
B.Peer reviewers are legally required to reject any out-of-order study
C.Statistical power will automatically fall below the conventional threshold of
D.The study will necessarily become qualitative rather than quantitative
Correct Answer: Instruments may not align with a well-defined problem or established gaps, undermining construct validity
Explanation:
In the standard research process, problem definition and literature review precede design. Building instruments first risks measuring the wrong constructs and misaligning with the actual research gap.
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52A researcher wants to test whether a new teaching method causes higher scores, controlling for confounders and enabling statistical generalization to a defined population. Which approach and rationale fit best?
quantitative
Hard
A.Qualitative case study, because rich narratives are the strongest basis for causal claims
B.Historical approach, because past records are the most reliable source of causal evidence
C.Purely descriptive survey, because describing frequencies alone establishes causation
D.Quantitative experimental approach, because randomization and numerical measurement support causal inference and statistical generalization
Correct Answer: Quantitative experimental approach, because randomization and numerical measurement support causal inference and statistical generalization
Explanation:
Causal testing with control of confounders and statistical generalization is the strength of quantitative experimental designs, where randomization and numeric outcomes enable inference.
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53A journal has a high 2-year Impact Factor but a much lower 5-year Impact Factor. What does this pattern most plausibly indicate?
journal citation indices
Hard
A.The two metrics are mathematically identical and cannot diverge
B.The journal has an unusually long citation half-life for its field
C.Its articles are rarely cited in the first two years but accumulate citations later
D.Its articles are cited quickly but the citations fade, suggesting short-lived (fast-aging) impact
Correct Answer: Its articles are cited quickly but the citations fade, suggesting short-lived (fast-aging) impact
Explanation:
A high 2-year IF with lower 5-year IF means citations concentrate early and taper, i.e., a short citation half-life. Fields with rapid turnover (e.g., some tech areas) often show this.
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54Consider: 'All peer-reviewed studies are credible. This study is peer-reviewed. Therefore this study is credible.' From a deductive-logic standpoint, what is the correct evaluation?
deductive
Hard
A.The argument is logically valid, but its soundness depends on whether the first premise is actually true
B.The argument is sound because peer review guarantees credibility
C.The argument commits the fallacy of affirming the consequent
D.The argument is invalid because it uses induction from a single case
Correct Answer: The argument is logically valid, but its soundness depends on whether the first premise is actually true
Explanation:
The form (modus ponens) is valid: the conclusion follows from the premises. However, soundness also requires true premises, and the sweeping first premise is questionable, so validity does not guarantee a true conclusion.
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55A predatory journal claims a very high 'impact factor' from an unfamiliar 'index,' charges high article-processing fees, and promises acceptance within 48 hours. Which single feature is the strongest red flag of predatory practice?
types of journals
Hard
A.Charging any article-processing fee, which legitimate open-access journals never do
B.Being indexed in a database the researcher has not personally used
C.Publishing in open-access format rather than subscription format
D.An extremely short guaranteed acceptance time bypassing genuine peer review
Correct Answer: An extremely short guaranteed acceptance time bypassing genuine peer review
Explanation:
Legitimate open-access journals do charge APCs and index in various databases; those alone are not proof of predation. A guaranteed near-instant acceptance signals absent or sham peer review, the hallmark of predatory publishing.
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56A historian evaluating conflicting accounts of an event prioritizes primary sources and cross-checks them against independent records. Which pair of concepts best names this practice?
historical
Hard
A.Triangulation of quantitative instruments to boost statistical power
B.Operationalization and hypothesis testing of latent variables
C.External and internal criticism of sources to assess authenticity and reliability
D.Randomization and blinding to eliminate selection bias
Correct Answer: External and internal criticism of sources to assess authenticity and reliability
Explanation:
In historical research, external criticism checks a source's authenticity/genuineness, while internal criticism assesses the accuracy and meaning of its content. Together they underpin source evaluation.
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57A qualitative researcher continues interviewing until new interviews yield no substantially new themes or codes. This stopping rule is best described as:
qualitative
Hard
A.Data saturation, the point where additional data cease to reveal new information
B.Random sampling adequacy, ensuring the sample mirrors the population
C.Statistical power analysis, ensuring the effect size is detectable
D.Test-retest reliability, confirming stability of measurements over time
Correct Answer: Data saturation, the point where additional data cease to reveal new information
Explanation:
Saturation is the qualitative criterion for sample sufficiency: data collection stops when new cases add no new themes. It is conceptually distinct from power analysis or probability-sampling criteria.
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58A government agency commissions a study to decide whether to scale up a pilot welfare program. In terms of the significance of research, this best illustrates research serving which primary function?
significance of research
Hard
A.Confirming pre-existing political preferences regardless of data
B.Replacing the need for any administrative judgment entirely
C.Generating abstract theory with no bearing on practical action
D.Informing evidence-based policy and decision-making through systematic evaluation
Correct Answer: Informing evidence-based policy and decision-making through systematic evaluation
Explanation:
A key significance of research is providing systematic evidence to guide policy and managerial decisions. Here the study directly supports an evidence-based scale-up decision.
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59When distinguishing reputable academic publishers (e.g., Elsevier, Springer Nature, Wiley, Taylor & Francis) from questionable ones, which combination of signals is most diagnostic of legitimacy?
high valued/reputed publishing houses/publishers
Hard
A.The highest possible article-processing charge as a proxy for quality
B.A journal title that closely mimics a well-known established journal
C.A flashy website, guaranteed rapid publication, and unsolicited invitation emails
D.Transparent editorial boards, established indexing in recognized databases, and membership in bodies like COPE
Correct Answer: Transparent editorial boards, established indexing in recognized databases, and membership in bodies like COPE
Explanation:
Legitimacy is indicated by verifiable editorial boards, indexing in recognized databases (Scopus, Web of Science), and adherence to ethical standards such as COPE membership. The other options describe predatory tactics.
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60A researcher combines a quantitative survey to test hypotheses with follow-up qualitative interviews to explain unexpected statistical results. Which mixed-methods design does this sequence exemplify?
research approaches
Hard
A.Convergent parallel design, where both data types are collected simultaneously and merged
B.Exploratory sequential design, where qualitative data precede and shape quantitative work
C.Purely quantitative design, since a survey is the initial data source
D.Explanatory sequential design, where qualitative data help interpret prior quantitative findings
Correct Answer: Explanatory sequential design, where qualitative data help interpret prior quantitative findings
Explanation:
Quantitative first, then qualitative to explain the results, defines the explanatory sequential design. Exploratory reverses the order; convergent collects both at once.
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