Industrial research problems target practical needs like productivity, quality, or cost reduction in industry.
Incorrect! Try again.
10A well-defined research problem should be:
Problem identification as per industrial and societal needs
Easy
A.Based only on rumors
B.Vague and very broad
C.Specific and clearly stated
D.Impossible to study
Correct Answer: Specific and clearly stated
Explanation:
A good research problem is clear, specific, and feasible, which guides the entire investigation effectively.
Incorrect! Try again.
11Which factor makes a research problem relevant to industry?
Problem identification as per industrial and societal needs
Easy
A.It ignores market demand
B.It cannot be measured
C.It has no application at all
D.It solves a real practical challenge faced by the industry
Correct Answer: It solves a real practical challenge faced by the industry
Explanation:
Industry relevance means the problem addresses genuine practical challenges that industry seeks to solve.
Incorrect! Try again.
12Aligning research with societal needs mainly helps to:
Problem identification as per industrial and societal needs
Easy
A.Create a positive impact on people's lives
B.Limit the usefulness of results
C.Reduce the quality of research
D.Avoid solving real problems
Correct Answer: Create a positive impact on people's lives
Explanation:
Research aligned with societal needs produces outcomes that improve community welfare and quality of life.
Incorrect! Try again.
13In research, a thrust area refers to:
Potential and thrust areas
Easy
A.A random unrelated subject
B.An abandoned topic of no interest
C.A finished field with no scope left
D.A priority field emphasized for focused research
Correct Answer: A priority field emphasized for focused research
Explanation:
A thrust area is a priority domain identified for concentrated research effort and funding.
Incorrect! Try again.
14A potential area in research is one that:
Potential and thrust areas
Easy
A.Has already been fully explored
B.Cannot be researched at all
C.Is banned from study
D.Offers promising scope for future development
Correct Answer: Offers promising scope for future development
Explanation:
Potential areas hold strong prospects for growth, discovery, and future advancements.
Incorrect! Try again.
15Which of the following is commonly considered a modern thrust area?
Potential and thrust areas
Easy
A.Abandoned methods
B.Obsolete technologies
C.Renewable energy
D.Discarded outdated tools
Correct Answer: Renewable energy
Explanation:
Renewable energy is a widely recognized thrust area due to its importance for sustainability and future needs.
Incorrect! Try again.
16Why do governments and institutions identify thrust areas?
Potential and thrust areas
Easy
A.To waste available funding
B.To discourage innovation
C.To stop all research activity
D.To direct resources toward high-priority research
Correct Answer: To direct resources toward high-priority research
Explanation:
Identifying thrust areas helps focus funding, talent, and effort on fields of national or strategic importance.
Incorrect! Try again.
17Scientific literature is mainly characterized by:
Difference between scientific literature and advocacy literature
Easy
A.Evidence-based and objective findings
B.Emotional persuasion only
C.Ignoring data entirely
D.Promoting a fixed opinion
Correct Answer: Evidence-based and objective findings
Explanation:
Scientific literature relies on objective evidence, data, and reproducible methods rather than persuasion.
Incorrect! Try again.
18Advocacy literature primarily aims to:
Difference between scientific literature and advocacy literature
Easy
A.Avoid any opinion or stance
B.Report neutral experimental data
C.Present balanced peer-reviewed results
D.Persuade readers toward a particular viewpoint
Correct Answer: Persuade readers toward a particular viewpoint
Explanation:
Advocacy literature is written to promote or persuade toward a specific cause or opinion rather than to report neutrally.
Incorrect! Try again.
19Which document is an example of scientific literature?
Difference between scientific literature and advocacy literature
Easy
A.A political campaign flyer
B.A peer-reviewed research paper
C.A promotional advertisement
D.An opinion editorial
Correct Answer: A peer-reviewed research paper
Explanation:
Peer-reviewed research papers present verified, evidence-based findings, defining scientific literature.
Incorrect! Try again.
20A key difference between scientific and advocacy literature is that scientific literature is:
Difference between scientific literature and advocacy literature
Easy
A.Persuasive, while advocacy is objective
B.Objective, while advocacy literature is persuasive
C.Always biased, unlike advocacy
D.Never based on evidence
Correct Answer: Objective, while advocacy literature is persuasive
Explanation:
Scientific literature strives for objectivity and evidence, whereas advocacy literature aims to persuade toward a stance.
Incorrect! Try again.
21A researcher reviews 40 papers on solar cell efficiency and finds that none address performance under high-humidity coastal conditions. What does this observation most directly represent?
Literature survey and research gap identification
Medium
A.A research methodology
B.A research hypothesis
C.A literature citation
D.A research gap
Correct Answer: A research gap
Explanation:
An unexplored or under-addressed area identified while surveying existing literature is a research gap, which becomes a candidate for new investigation.
Incorrect! Try again.
22While conducting a literature survey, which practice best helps a researcher trace the evolution of ideas in a field?
Literature survey and research gap identification
Medium
A.Counting the total number of papers published
B.Arranging key studies chronologically and thematically
C.Selecting sources by title attractiveness
D.Reading only the most recent single paper
Correct Answer: Arranging key studies chronologically and thematically
Explanation:
Organizing sources chronologically and by theme reveals how concepts developed over time and where current understanding stands, exposing gaps.
Incorrect! Try again.
23A student cites a 2005 review as evidence that "no method exists" for a problem, ignoring several solutions published after 2015. Which weakness does this reflect in the literature survey?
Literature survey and research gap identification
Medium
A.Failure to include current sources
B.Excessive use of primary sources
C.Over-reliance on statistical data
D.Bias toward interdisciplinary work
Correct Answer: Failure to include current sources
Explanation:
A sound literature survey must be up to date; relying on outdated reviews can misidentify a gap that has already been filled.
Incorrect! Try again.
24Which of the following is the strongest indicator of a genuine research gap rather than a personal knowledge gap?
Literature survey and research gap identification
Medium
A.The topic was not taught in a course
B.Multiple studies explicitly recommend it as future work
C.The topic is new to the individual researcher
D.The researcher finds the topic difficult
Correct Answer: Multiple studies explicitly recommend it as future work
Explanation:
When several published works point to the same unaddressed question as future work, it signals a gap in collective knowledge, not merely individual unfamiliarity.
Incorrect! Try again.
25A meta-analysis reports conflicting results across studies on a drug's effectiveness. How should a researcher interpret this for gap identification?
Literature survey and research gap identification
Medium
A.The drug is definitely ineffective
B.No further research is justified
C.A gap exists that may need standardized methods to resolve
D.The topic is fully understood already
Correct Answer: A gap exists that may need standardized methods to resolve
Explanation:
Contradictory findings often indicate methodological inconsistencies, signalling a gap that new, well-designed studies could address.
Incorrect! Try again.
26A manufacturing firm faces frequent machine breakdowns causing costly downtime. Framing this into a researchable problem is best driven by which need?
Problem identification as per industrial and societal needs
Medium
A.Aesthetic improvement
B.Industrial need
C.Historical documentation
D.Purely theoretical curiosity
Correct Answer: Industrial need
Explanation:
A problem arising from production efficiency and cost concerns of an industry reflects an industrial need driving the research.
Incorrect! Try again.
27Developing a low-cost water purification method for rural communities lacking clean water primarily addresses which type of need?
Problem identification as per industrial and societal needs
Medium
A.Commercial branding need
B.Societal need
C.Academic ranking need
D.Publication count need
Correct Answer: Societal need
Explanation:
Improving access to a basic necessity for a community directly serves a societal need, aiming at public welfare.
Incorrect! Try again.
28Which of the following converts a vague concern into a well-defined research problem?
Problem identification as per industrial and societal needs
Medium
A.Avoiding measurable outcomes
B.Specifying scope, variables, and objectives
C.Listing every possible related topic
D.Choosing the most popular buzzword
Correct Answer: Specifying scope, variables, and objectives
Explanation:
A researchable problem must be specific and bounded, with clear variables and objectives that make investigation feasible.
Incorrect! Try again.
29An engineer wants to reduce carbon emissions from cement plants. Which factor most strengthens the justification of this problem?
Problem identification as per industrial and societal needs
Medium
A.It links industrial demand with environmental benefit
B.It has an attractive project title
C.It requires expensive equipment
D.It uses the newest software available
Correct Answer: It links industrial demand with environmental benefit
Explanation:
A problem that simultaneously answers an industrial requirement and a societal or environmental concern carries strong justification.
Incorrect! Try again.
30Which question best reflects a problem shaped by both industrial and societal needs?
Problem identification as per industrial and societal needs
Medium
A.Which color is most pleasing for machines?
B.How can factory waste heat be reused to power nearby homes?
C.How many papers exist on thermodynamics?
D.When was the steam engine invented?
Correct Answer: How can factory waste heat be reused to power nearby homes?
Explanation:
Reusing industrial waste heat serves the factory's efficiency while benefiting the surrounding community, combining both need types.
Incorrect! Try again.
31In research planning, what does the term "thrust area" most accurately mean?
Potential and thrust areas
Medium
A.A topic rejected by all journals
B.An outdated field no longer studied
C.A subject with no funding available
D.A priority field receiving focused attention and resources
Correct Answer: A priority field receiving focused attention and resources
Explanation:
A thrust area is a strategically prioritized domain where concentrated effort and resources are directed due to its high importance or promise.
Incorrect! Try again.
32A national agency announces increased grants for artificial intelligence in healthcare. This action most likely designates the field as a:
Potential and thrust areas
Medium
A.Thrust area
B.Saturated area
C.Dormant area
D.Deprecated area
Correct Answer: Thrust area
Explanation:
Directing funding and policy focus toward a field marks it as a thrust area of national or institutional priority.
Incorrect! Try again.
33Which characteristic best identifies a "potential area" for research?
Potential and thrust areas
Medium
A.It has no practical application whatsoever
B.It shows growing scope but is not yet fully explored
C.It has been abandoned by the community
D.It has been completely researched already
Correct Answer: It shows growing scope but is not yet fully explored
Explanation:
A potential area holds promise for future development and remains open for exploration, unlike saturated or abandoned fields.
Incorrect! Try again.
34A researcher must choose between a topic with hundreds of recent breakthroughs and heavy funding, and one that is stable but rarely funded. Which is more likely a thrust area?
Potential and thrust areas
Medium
A.The heavily funded topic with recent breakthroughs
B.The stable, rarely funded topic
C.Whichever is easier to write
D.Neither, since both are equal
Correct Answer: The heavily funded topic with recent breakthroughs
Explanation:
Active breakthroughs plus strong funding are hallmarks of a thrust area receiving concentrated attention.
Incorrect! Try again.
35Why is aligning research with thrust areas often advantageous for a new researcher?
Potential and thrust areas
Medium
A.Better access to funding, collaboration, and relevance
B.Freedom from ethical review requirements
C.Guaranteed acceptance of any weak work
D.Elimination of the need for a literature survey
Correct Answer: Better access to funding, collaboration, and relevance
Explanation:
Working in thrust areas improves opportunities for support and impact, though rigor and ethics still remain mandatory.
Incorrect! Try again.
36Which feature most clearly distinguishes scientific literature from advocacy literature?
Difference between scientific literature and advocacy literature
Medium
A.Use of persuasive emotional appeals
B.Reliance on verifiable evidence and peer review
C.Promotion of a predetermined position
D.Selective presentation of favorable data
Correct Answer: Reliance on verifiable evidence and peer review
Explanation:
Scientific literature is grounded in evidence, methodology, and peer scrutiny, whereas advocacy literature aims to persuade toward a stance.
Incorrect! Try again.
37A document argues strongly for banning a chemical, citing only studies that show harm while ignoring contrary evidence. This is best classified as:
Difference between scientific literature and advocacy literature
Medium
A.A raw experimental dataset
B.Peer-reviewed scientific literature
C.A neutral systematic review
D.Advocacy literature
Correct Answer: Advocacy literature
Explanation:
Selectively presenting evidence to promote a fixed position is characteristic of advocacy literature rather than balanced scientific reporting.
Incorrect! Try again.
38When using advocacy literature in a research review, what precaution should a researcher take?
Difference between scientific literature and advocacy literature
Medium
A.Treat its claims critically and verify against primary evidence
B.Cite it as the sole basis for the study
C.Assume it has undergone peer review
D.Accept its conclusions as fully objective
Correct Answer: Treat its claims critically and verify against primary evidence
Explanation:
Because advocacy literature may be biased, its claims should be cross-checked against independent, evidence-based sources.
Incorrect! Try again.
39Which goal is most typical of scientific literature compared to advocacy literature?
Difference between scientific literature and advocacy literature
Medium
A.To defend a fixed conclusion
B.To mobilize public opinion
C.To report and test findings objectively
D.To influence policy through persuasion
Correct Answer: To report and test findings objectively
Explanation:
Scientific literature seeks objective reporting and testing of results, while advocacy literature is oriented toward persuasion and mobilization.
Incorrect! Try again.
40A student finds two sources on climate policy: one is a peer-reviewed journal article, the other a campaign pamphlet. Why should the journal article carry more weight for research claims?
Difference between scientific literature and advocacy literature
Medium
A.Its methods and data are subject to independent scrutiny
B.It uses stronger emotional language
C.It was published more recently
D.It is longer and more colorful
Correct Answer: Its methods and data are subject to independent scrutiny
Explanation:
Peer review and transparent methodology make scientific articles more reliable for evidence-based claims than persuasive campaign material.
Incorrect! Try again.
41A researcher finds that 15 studies address battery thermal management, but all use nickel-based cathodes at ambient temperatures above . No study examines lithium-iron-phosphate cathodes below . Which type of research gap does this represent?
Literature survey and research gap identification
Hard
A.Theoretical gap
B.Empirical replication gap
C.Methodological gap
D.Population/context gap
Correct Answer: Population/context gap
Explanation:
The existing body of work is confined to a specific material and temperature context. The unexplored combination (LFP cathodes below ) is a population/context gap, where a phenomenon is unstudied under different conditions or subject types.
Incorrect! Try again.
42Two documents discuss the same drug. Document X reports adverse events alongside benefits and provides confidence intervals; Document Y highlights only successful cases and is funded by the manufacturer without disclosing conflicting trials. Which statement best characterizes the epistemic difference?
difference between scientific literature and advocacy literature
Hard
A.Document X is advocacy because it discusses benefits at all
B.Document X follows the norm of disconfirmability while Document Y exhibits confirmation bias framing
C.Both are scientific because both cite data
D.Document Y is scientific because it is manufacturer-sponsored and peer-reviewed
Correct Answer: Document X follows the norm of disconfirmability while Document Y exhibits confirmation bias framing
Explanation:
Scientific literature actively seeks and reports disconfirming evidence (adverse events, uncertainty via CIs). Advocacy literature selectively presents supporting evidence to persuade. Citing data alone does not make a source scientific.
Incorrect! Try again.
43During a systematic review, a researcher notices most cited papers trace back to a single 1998 study whose dataset was later retracted. What is the most rigorous corrective action?
Literature survey and research gap identification
Hard
A.Re-evaluate downstream conclusions and flag the citation cascade as a validity threat
B.Replace the 1998 study with the most recent paper regardless of relevance
C.Exclude only the 1998 paper and keep all citing works unchanged
D.Ignore the retraction since the papers are widely cited
Correct Answer: Re-evaluate downstream conclusions and flag the citation cascade as a validity threat
Explanation:
A retracted foundational source propagates errors through everything that depends on it (a citation cascade). Rigorous practice requires tracing the dependency and reassessing derived conclusions, not merely deleting one entry.
Incorrect! Try again.
44A national funding agency designates "green hydrogen electrolysis" as a thrust area. A researcher must decide whether their idea aligns. Which reasoning most correctly distinguishes a thrust area from a mere potential area?
potential and thrust areas
Hard
A.A thrust area is chosen by individual researchers, a potential area by governments
B.A thrust area is any topic with many publications, a potential area has few
C.A thrust area is theoretical and a potential area is applied
D.A thrust area has prioritized strategic backing and directed resources, whereas a potential area only shows latent promise
Correct Answer: A thrust area has prioritized strategic backing and directed resources, whereas a potential area only shows latent promise
Explanation:
Thrust areas are deliberately prioritized directions with mobilized funding and policy support. Potential areas hold promise but have not yet received directed strategic investment. Publication count alone does not define either.
Incorrect! Try again.
45An engineer identifies a technically elegant problem in optimizing a rarely used legacy protocol. A reviewer rejects it as lacking need-relevance. Which criterion best justifies the reviewer's stance?
problem identification as per industrial and societal needs
Hard
A.The problem lacks demonstrable industrial or societal demand despite technical novelty
B.The problem is too mathematically complex to solve
C.Legacy systems can never yield valid research
D.Technical elegance is irrelevant to all research
Correct Answer: The problem lacks demonstrable industrial or societal demand despite technical novelty
Explanation:
Need-driven problem identification requires linkage to a real industrial or societal demand. Technical elegance alone does not establish relevance if no stakeholder benefits from the solution.
Incorrect! Try again.
46A meta-analysis reports high heterogeneity () across studies on a teaching method. What does this most directly imply for gap identification?
Literature survey and research gap identification
Hard
A.All included studies are fraudulent
B.A moderator/context gap likely exists explaining why effects differ across studies
C.No further research is warranted
D.The method is definitively ineffective
Correct Answer: A moderator/context gap likely exists explaining why effects differ across studies
Explanation:
High signals that effect sizes vary more than chance would predict, pointing to unexamined moderators (setting, population, implementation). This variability itself frames a research gap to explain heterogeneity.
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47A white paper uses peer-reviewed citations but omits every study that contradicts its recommendation. Which best describes this practice?
difference between scientific literature and advocacy literature
Hard
A.Cherry-picking that renders it advocacy despite scientific-looking citations
B.A systematic review because it uses multiple sources
C.Valid science because all cited sources are peer-reviewed
D.Neutral synthesis because it draws on the literature
Correct Answer: Cherry-picking that renders it advocacy despite scientific-looking citations
Explanation:
Selective citation of only confirming studies is cherry-picking. The persuasive intent and omission of contradicting evidence make it advocacy, even though individual citations are peer-reviewed.
Incorrect! Try again.
48A startup wants to solve a societal water-scarcity problem. They must translate the broad need into a researchable problem. Which formulation is most defensible?
problem identification as per industrial and societal needs
Hard
A."What low-cost desalination membrane achieves >90% salt rejection at <2 kWh/m³ for rural off-grid use?"
B."Is water important for society?"
C."How can we save the world from water scarcity?"
D."Why do people need water?"
Correct Answer: "What low-cost desalination membrane achieves >90% salt rejection at <2 kWh/m³ for rural off-grid use?"
Explanation:
A researchable problem must be specific, measurable, and bounded to a context. The membrane question specifies performance targets, cost constraints, and a use scenario, making it investigable, unlike the vague alternatives.
Incorrect! Try again.
49A researcher constructs a concept matrix mapping studies (rows) against variables (columns). One column has cells filled for independent and dependent variables but empty for a specific mediator. What is the correct interpretation?
Literature survey and research gap identification
Hard
A.The matrix is incorrectly built and should be discarded
B.All studies must be re-read to fill every cell
C.The empty column proves the mediator does not exist
D.An unexplored mediating mechanism represents a candidate research gap
Correct Answer: An unexplored mediating mechanism represents a candidate research gap
Explanation:
A concept matrix reveals gaps as sparsely populated cells. An empty mediator column across studies signals that the mechanism linking variables is unexamined, a legitimate gap. Emptiness reflects absence of study, not absence of the phenomenon.
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50A country with severe agricultural losses due to heat stress is deciding thrust areas. Two options: (A) climate-resilient crop genomics, (B) deep-space propulsion. Which prioritization logic is most sound for thrust-area designation?
potential and thrust areas
Hard
A.Prioritize both equally regardless of context
B.Prioritize whichever has more existing global publications
C.Prioritize (B) because it is more scientifically prestigious
D.Prioritize (A) because thrust areas should align capability with pressing national need
Correct Answer: Prioritize (A) because thrust areas should align capability with pressing national need
Explanation:
Thrust-area selection weighs strategic national need against feasibility and impact. Given acute agricultural losses, crop genomics aligns capability with urgent need. Prestige or global publication counts are secondary to contextual relevance.
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51Which combination of features would most strongly indicate a source is scientific rather than advocacy?
difference between scientific literature and advocacy literature
Hard
A.Emotional appeals, endorsements, and a call to action
B.Anonymous authorship and undisclosed funding
C.Strong conclusions with no stated uncertainty
D.Explicit methodology, reported limitations, and reproducible data
Correct Answer: Explicit methodology, reported limitations, and reproducible data
Explanation:
Scientific literature is marked by transparent methods, acknowledged limitations, and data that allow reproduction. Emotional appeals, calls to action, hidden funding, and unqualified certainty are hallmarks of advocacy.
Incorrect! Try again.
52An industry partner reports a bottleneck but frames it as a solution ("we need a faster GPU"). Why is accepting this framing risky for problem identification?
problem identification as per industrial and societal needs
Hard
A.GPUs are irrelevant to research
B.Faster hardware always solves bottlenecks
C.It conflates a proposed solution with the underlying problem, prematurely narrowing the solution space
D.Industry partners are never reliable
Correct Answer: It conflates a proposed solution with the underlying problem, prematurely narrowing the solution space
Explanation:
Stating a need as a preferred solution locks out alternatives (e.g., algorithmic optimization). Good problem identification digs to the root need (throughput or latency target) before committing to a solution class.
Incorrect! Try again.
53A researcher wants to avoid confirmation bias while surveying literature. Which search strategy best mitigates it?
Literature survey and research gap identification
Hard
A.Deliberately searching for disconfirming studies and negative-result publications
B.Stopping the search once enough supporting papers are found
C.Restricting search to one favorable journal
D.Reading only the most-cited papers supporting the hypothesis
Correct Answer: Deliberately searching for disconfirming studies and negative-result publications
Explanation:
Actively seeking disconfirming and null-result evidence counters confirmation bias and publication bias. Relying on top-cited supportive papers or a single journal skews the survey toward one conclusion.
Incorrect! Try again.
54A technology shows exponential citation growth but no commercial products, no standards, and unresolved safety concerns. How should it be classified?
potential and thrust areas
Hard
A.A pseudoscience with no research value
B.An obsolete area to be abandoned
C.A fully established thrust area
D.An emerging potential area not yet mature enough to be a stable thrust area
Correct Answer: An emerging potential area not yet mature enough to be a stable thrust area
Explanation:
Rapid citation growth signals potential, but the absence of products, standards, and resolved safety issues indicates immaturity. It is an emerging potential area, not yet a stabilized thrust area with directed strategic backing.
Incorrect! Try again.
55A policy brief and a journal article both cite the same finding. The brief states "proven beyond doubt"; the article states "statistically significant but requires replication." Which interpretation is scientifically accurate and why?
difference between scientific literature and advocacy literature
Hard
A.The brief, because means the effect is proven
B.Both are equivalent statements of the same fact
C.Neither, because -values are meaningless
D.The article, because a single significant result does not constitute proof and needs replication
Correct Answer: The article, because a single significant result does not constitute proof and needs replication
Explanation:
A result indicates evidence against the null under assumptions, not definitive proof. Scientific framing calls for replication; the brief's "proven beyond doubt" overstates certainty, a common advocacy distortion.
Incorrect! Try again.
56A research problem must balance societal impact and feasibility. Given four candidates, which scores highest on a combined need-and-feasibility criterion for a resource-limited lab?
problem identification as per industrial and societal needs
Hard
A.A fusion reactor requiring a billion facility
B.Reformatting an existing dataset with no new question
C.A low-cost diagnostic for a locally prevalent disease using available reagents
D.A purely theoretical cosmology model with no local relevance
Correct Answer: A low-cost diagnostic for a locally prevalent disease using available reagents
Explanation:
The diagnostic addresses a real local need and is feasible with existing resources, maximizing impact-per-feasibility. The fusion reactor fails feasibility, the cosmology model fails local need, and reformatting adds no new knowledge.
Incorrect! Try again.
57A researcher claims a "gap" because they found no papers on their topic in a single database. What is the most serious flaw in this reasoning?
Literature survey and research gap identification
Hard
A.Single-database searches are always sufficient
B.Databases never contain relevant papers
C.A gap requires exactly ten missing papers
D.Absence of evidence in one source may reflect incomplete searching, not a genuine gap
Correct Answer: Absence of evidence in one source may reflect incomplete searching, not a genuine gap
Explanation:
Claiming a gap from one database risks mistaking search incompleteness for a true gap. Comprehensive gap claims require multiple databases, grey literature, and varied search terms to rule out coverage limitations.
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58An interdisciplinary field sits at the intersection of two established thrust areas. Which characteristic most makes such intersections attractive for high-impact research?
potential and thrust areas
Hard
A.They often contain underexplored problems where methods from one field solve gaps in the other
B.They require no literature survey
C.They are always easier to publish in
D.They avoid all methodological rigor
Correct Answer: They often contain underexplored problems where methods from one field solve gaps in the other
Explanation:
Intersections of mature fields harbor unexploited transfer opportunities, where established methods from one domain address open problems in another. This cross-pollination is a frequent source of high-impact, novel work.
Incorrect! Try again.
59A systematic review and an op-ed both conclude that a policy is beneficial. Which criterion most reliably separates the review's epistemic weight from the op-ed's?
difference between scientific literature and advocacy literature
Hard
A.The review is longer than the op-ed
B.The review uses a pre-registered protocol with explicit inclusion criteria and quality appraisal
C.The op-ed is written by a more famous author
D.The review appears online while the op-ed is in print
Correct Answer: The review uses a pre-registered protocol with explicit inclusion criteria and quality appraisal
Explanation:
A systematic review's credibility rests on a transparent, pre-specified protocol, defined inclusion criteria, and appraisal of study quality, minimizing selection bias. Length, author fame, and medium do not confer epistemic weight.
Incorrect! Try again.
60A team maps stakeholders before defining a research problem and finds conflicting needs: industry wants throughput, regulators want safety, users want affordability. What is the most rigorous next step in problem identification?
problem identification as per industrial and societal needs
Hard
A.Pick only the user need and discard the rest
B.Frame the problem around the multi-objective trade-off among throughput, safety, and cost
C.Ignore regulators since industry funds the work
D.Abandon the problem because needs conflict
Correct Answer: Frame the problem around the multi-objective trade-off among throughput, safety, and cost
Explanation:
Conflicting stakeholder needs do not invalidate a problem; they define its constraints. Rigorous formulation captures the trade-off space (throughput vs. safety vs. cost) so the research addresses the real, multi-objective challenge.
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