B.A systematic investigation to discover or verify knowledge
C.A casual discussion about a familiar subject
D.A personal opinion formed without supporting evidence
Correct Answer: A systematic investigation to discover or verify knowledge
Explanation:
Research is a systematic investigation used to discover new knowledge or verify existing knowledge.
Incorrect! Try again.
2Which characteristic is most closely associated with research?
Meaning of research
Easy
A.Systematic inquiry
B.Informal storytelling
C.Personal preference
D.Random guessing
Correct Answer: Systematic inquiry
Explanation:
Research follows an organized and systematic method of inquiry.
Incorrect! Try again.
3What is usually the first step in the research process?
Research process
Easy
A.Writing the final report
B.Presenting the research findings
C.Analyzing the collected data
D.Identifying the research problem
Correct Answer: Identifying the research problem
Explanation:
The research process usually begins by identifying and clearly stating a problem to be studied.
Incorrect! Try again.
4Which research activity generally takes place after data collection?
Research process
Easy
A.Data analysis
B.Problem identification
C.Question formulation
D.Topic selection
Correct Answer: Data analysis
Explanation:
After data are collected, they are organized and analyzed to answer the research questions.
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5What is the usual final step of the research process?
Research process
Easy
A.Reporting the findings
B.Reviewing initial ideas
C.Selecting the problem
D.Choosing the sample
Correct Answer: Reporting the findings
Explanation:
The final step generally involves presenting the methods, results, conclusions, and recommendations.
Incorrect! Try again.
6What does defining a research problem involve?
Defining the research problem
Easy
A.Writing conclusions before the study
B.Selecting only the expected findings
C.Collecting all available numerical data
D.Stating clearly what will be investigated
Correct Answer: Stating clearly what will be investigated
Explanation:
Defining the problem means expressing the issue or question to be investigated in clear terms.
Incorrect! Try again.
7A well-defined research problem should be:
Defining the research problem
Easy
A.Broad and uncertain
B.Clear and specific
C.Hidden and flexible
D.Complex and confusing
Correct Answer: Clear and specific
Explanation:
A clear and specific problem helps the researcher determine the exact focus of the study.
Incorrect! Try again.
8Which factor should be considered when selecting a research problem?
Research problem selection
Easy
A.Popularity of unrelated subjects
B.Preference for a certain conclusion
C.Number of pages in the report
D.Availability of time and resources
Correct Answer: Availability of time and resources
Explanation:
A research problem should be feasible within the available time, resources, and skills.
Incorrect! Try again.
9Which research problem is most suitable for selection?
Research problem selection
Easy
A.One that exceeds available resources
B.One that is intentionally unclear
C.One that has no available evidence
D.One that is relevant and researchable
Correct Answer: One that is relevant and researchable
Explanation:
A suitable research problem should be important, relevant, feasible, and capable of being investigated.
Incorrect! Try again.
10Which activity helps a researcher understand a research problem better?
Understanding the research problem
Easy
A.Reviewing related literature
B.Ignoring previous studies
C.Predicting results immediately
D.Avoiding expert opinions
Correct Answer: Reviewing related literature
Explanation:
Related literature provides background information and shows what is already known about the problem.
Incorrect! Try again.
11Why should key terms in a research problem be clarified?
Understanding the research problem
Easy
A.To shorten data collection
B.To guarantee desired results
C.To increase the sample size
D.To prevent misunderstanding
Correct Answer: To prevent misunderstanding
Explanation:
Clarifying key terms ensures that the problem is interpreted consistently and accurately.
Incorrect! Try again.
12Why is a clearly defined research problem necessary?
Necessity of a defined problem
Easy
A.It guides the entire study
B.It guarantees positive findings
C.It replaces the research report
D.It removes the need for data
Correct Answer: It guides the entire study
Explanation:
A defined problem provides direction for objectives, data collection, analysis, and interpretation.
Incorrect! Try again.
13What is a likely result of an unclear research problem?
Necessity of a defined problem
Easy
A.The findings will always be accurate
B.The study will require no sample
C.The study may lack direction
D.The conclusions will be predetermined
Correct Answer: The study may lack direction
Explanation:
An unclear problem can make the study unfocused and lead to irrelevant data collection.
Incorrect! Try again.
14What is a research design?
Research design
Easy
A.A plan for conducting a study
B.A summary of personal opinions
C.A record of unrelated observations
D.A list of final research findings
Correct Answer: A plan for conducting a study
Explanation:
A research design is the overall plan that explains how a study will be conducted.
Incorrect! Try again.
15Which element is commonly specified in a research design?
Research design
Easy
A.Unrelated historical information
B.Preferred final conclusion
C.Method of data collection
D.Personal belief of participants
Correct Answer: Method of data collection
Explanation:
A research design specifies how relevant data will be collected, measured, and analyzed.
Incorrect! Try again.
16What is a major purpose of a research design?
Need for research design
Easy
A.To ensure a preferred outcome
B.To eliminate all research costs
C.To avoid collecting evidence
D.To organize research activities
Correct Answer: To organize research activities
Explanation:
Research design organizes the activities needed to answer the research questions efficiently.
Incorrect! Try again.
17How does a good research design support a study?
Need for research design
Easy
A.It removes the need for clear objectives
B.It prevents changes in all conditions
C.It improves the reliability of the process
D.It permits conclusions without analysis
Correct Answer: It improves the reliability of the process
Explanation:
A good design promotes consistent procedures and helps produce dependable research findings.
Incorrect! Try again.
18Which research design is mainly used to gain initial insight into a poorly understood problem?
Types of research design
Easy
A.Diagnostic design
B.Descriptive design
C.Exploratory design
D.Experimental design
Correct Answer: Exploratory design
Explanation:
Exploratory design is used when a problem is not clearly understood and initial insights are needed.
Incorrect! Try again.
19Which research design describes the characteristics of a population or situation?
Types of research design
Easy
A.Diagnostic design
B.Descriptive design
C.Exploratory design
D.Experimental design
Correct Answer: Descriptive design
Explanation:
Descriptive design presents an accurate account of the characteristics of a group, event, or situation.
Incorrect! Try again.
20Which research design is commonly used to test cause-and-effect relationships?
Types of research design
Easy
A.Exploratory design
B.Experimental design
C.Historical design
D.Descriptive design
Correct Answer: Experimental design
Explanation:
Experimental design tests cause and effect by manipulating an independent variable under controlled conditions.
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21A retail company systematically collects customer data, analyzes purchasing patterns, and tests whether store layout affects sales. Why does this activity qualify as research?
Meaning of research
Medium
A.It relies mainly on managers' personal opinions
B.It guarantees that sales will increase immediately
C.It avoids using previously established concepts
D.It follows a systematic process to generate evidence
Correct Answer: It follows a systematic process to generate evidence
Explanation:
Research involves a systematic and objective investigation that uses evidence to answer questions or solve problems.
Incorrect! Try again.
22Which activity best distinguishes research from ordinary information gathering?
Meaning of research
Medium
A.Collecting articles related to a general topic
B.Using a structured method to test a claim
C.Recording opinions without analyzing their meaning
D.Reading reports to prepare a class summary
Correct Answer: Using a structured method to test a claim
Explanation:
Research goes beyond gathering information by using systematic methods to examine questions, relationships, or claims.
Incorrect! Try again.
23A researcher has completed data collection for a study on employee motivation. What should normally occur next in the research process?
Research process
Medium
A.Select a completely new research topic
B.Rewrite the problem without reviewing data
C.Analyze the collected data systematically
D.Publish conclusions before interpreting results
Correct Answer: Analyze the collected data systematically
Explanation:
After data collection, the researcher organizes and analyzes the data before interpreting findings and reporting conclusions.
Incorrect! Try again.
24A study produces findings that do not support the original hypothesis. What is the most appropriate action?
Research process
Medium
A.Remove all cases that contradict the hypothesis
B.Interpret the findings and report them honestly
C.Modify the observations to support the hypothesis
D.Ignore the results and repeat the same report
Correct Answer: Interpret the findings and report them honestly
Explanation:
Research findings must be interpreted and reported objectively, whether or not they support the original hypothesis.
Incorrect! Try again.
25Which statement most effectively converts the broad topic "social media and academic performance" into a research problem?
Defining the research problem
Medium
A.Why do students enjoy using social media?
B.What are the different social media platforms available?
C.Is social media important in modern education?
D.How is daily social media use related to first-year students' grades?
Correct Answer: How is daily social media use related to first-year students' grades?
Explanation:
A well-defined problem identifies measurable variables and a specific population, making systematic investigation possible.
Incorrect! Try again.
26A researcher defines a problem as "Why are customers unhappy?" Which revision would make it more researchable?
Defining the research problem
Medium
A.How can the company become the best organization?
B.Why do some customers complain so often?
C.Why should every business satisfy its customers?
D.How do waiting time and staff behavior affect satisfaction?
Correct Answer: How do waiting time and staff behavior affect satisfaction?
Explanation:
The revised question identifies specific variables that can be measured and analyzed.
Incorrect! Try again.
27A student has three months and limited access to respondents. Which factor should receive the greatest attention when selecting a research problem?
Research problem selection
Medium
A.The number of technical terms in the title
B.The feasibility of completing the proposed study
C.The popularity of the topic on social media
D.The likelihood of obtaining a preferred conclusion
Correct Answer: The feasibility of completing the proposed study
Explanation:
A suitable research problem must be manageable within available time, resources, skills, and access to data.
Incorrect! Try again.
28Two proposed problems are equally feasible, but one has already been studied extensively while the other addresses an important unanswered issue. Which should generally be selected?
Research problem selection
Medium
A.The repeated issue because its conclusion is already known
B.The unanswered issue because it offers greater relevance
C.The familiar issue because evidence can be copied easily
D.The broader issue because it requires fewer boundaries
Correct Answer: The unanswered issue because it offers greater relevance
Explanation:
When feasibility is equal, a problem that addresses a meaningful knowledge gap generally makes a stronger research contribution.
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29Before investigating high employee turnover, a researcher reviews company records, interviews supervisors, and studies earlier research. What is the main purpose of these activities?
Understanding the research problem
Medium
A.To guarantee that the initial explanation is correct
B.To replace the need for collecting relevant evidence
C.To understand the problem's context and possible variables
D.To select only employees who support management
Correct Answer: To understand the problem's context and possible variables
Explanation:
Background review and preliminary discussions help clarify the problem, its context, and the variables that may be relevant.
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30A pilot interview reveals that respondents interpret "job flexibility" in several different ways. What should the researcher do?
Understanding the research problem
Medium
A.Allow each respondent to create a separate measure
B.Remove flexibility from every stage of the study
C.Define the term clearly before the main study
D.Assume that all interpretations represent the same concept
Correct Answer: Define the term clearly before the main study
Explanation:
Clarifying key concepts prevents inconsistent interpretation and improves the validity of measurement.
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31A team begins collecting extensive consumer data without defining its research problem. What is the most likely consequence?
Necessity of a defined problem
Medium
A.The study will automatically become exploratory
B.The analysis will require no research assumptions
C.The data may be irrelevant to any clear objective
D.The findings will necessarily represent all consumers
Correct Answer: The data may be irrelevant to any clear objective
Explanation:
A defined problem directs what data should be collected and prevents effort from being spent on unrelated information.
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32How does a clearly defined research problem most directly support hypothesis development?
Necessity of a defined problem
Medium
A.It allows conclusions before collecting evidence
B.It identifies relationships that can be tested
C.It ensures that every hypothesis is accepted
D.It eliminates the need to define variables
Correct Answer: It identifies relationships that can be tested
Explanation:
A clear problem specifies relevant concepts or variables, allowing the researcher to formulate focused and testable hypotheses.
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33A research plan specifies the sample, measurements, data collection procedure, and analysis method. This plan is best described as:
Research design
Medium
A.A research design
B.A literature source
C.A research finding
D.A final conclusion
Correct Answer: A research design
Explanation:
A research design is the overall blueprint connecting the research question with sampling, measurement, data collection, and analysis.
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34A researcher wants to study customer loyalty but chooses a method that measures only one-time satisfaction. What weakness does this reveal?
Research design
Medium
A.The sample is necessarily larger than the population
B.The study contains too many experimental treatments
C.The findings must have complete external validity
D.The design is poorly aligned with the research objective
Correct Answer: The design is poorly aligned with the research objective
Explanation:
The design and measurements must directly address the stated objective; one-time satisfaction does not adequately represent loyalty.
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35Why should a researcher prepare a design before collecting data?
Need for research design
Medium
A.To coordinate methods and reduce avoidable errors
B.To make the research problem broader during analysis
C.To ensure that no unexpected result can occur
D.To guarantee that participants provide identical responses
Correct Answer: To coordinate methods and reduce avoidable errors
Explanation:
Advance planning helps align research activities, control bias, use resources efficiently, and reduce preventable errors.
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36Two investigators use different sampling and measurement procedures for the same research question. Why is a documented research design especially important?
Need for research design
Medium
A.It promotes consistency and makes the study assessable
B.It prevents readers from evaluating the chosen methods
C.It allows each investigator to change the objectives
D.It removes the need to report procedural limitations
Correct Answer: It promotes consistency and makes the study assessable
Explanation:
A documented design standardizes procedures and allows others to assess the study's reliability, validity, and limitations.
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37A company knows little about why users abandon its mobile application. It begins with open-ended interviews to identify possible explanations. Which research design is most appropriate?
Types of research design
Medium
A.Descriptive design
B.Diagnostic design
C.Experimental design
D.Exploratory design
Correct Answer: Exploratory design
Explanation:
Exploratory research is appropriate when a problem is not clearly understood and initial insights or possible explanations are needed.
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38A university surveys students to estimate the percentage using online learning resources and summarizes usage by year of study. Which design is being used?
Types of research design
Medium
A.Experimental design
B.Descriptive design
C.Exploratory design
D.Historical design
Correct Answer: Descriptive design
Explanation:
Descriptive research measures and summarizes the characteristics or behavior of a population without manipulating variables.
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39A researcher randomly assigns employees to two groups, gives one group a new training program, and compares later productivity. Which design best fits this study?
Types of research design
Medium
A.Exploratory design
B.Descriptive design
C.Case study design
D.Experimental design
Correct Answer: Experimental design
Explanation:
Random assignment, manipulation of a treatment, and comparison of outcomes are central features of an experimental design.
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40A factory has documented a decline in output and now investigates whether equipment failures, absenteeism, or supply delays explain it. Which design is most suitable?
Types of research design
Medium
A.Diagnostic design
B.Descriptive design
C.Experimental design
D.Exploratory design
Correct Answer: Diagnostic design
Explanation:
Diagnostic research examines the factors or causes associated with an identified problem, such as a documented decline in output.
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41A study collects a large amount of data from employees but uses no explicit question, conceptual framework, or systematic procedure. Which judgment is most defensible?
Meaning of research
Hard
A.It is not research unless inquiry is systematic and problem-oriented
B.It is research because the dataset is large
C.It is research if the findings are statistically significant
D.It is research because employee behavior is an observable phenomenon
Correct Answer: It is not research unless inquiry is systematic and problem-oriented
Explanation:
Research is a systematic, critical, and purposeful inquiry directed toward answering a defined question or solving a problem; data volume alone is insufficient.
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42A researcher replicates a previous experiment using a different population and obtains a null result. Which interpretation best reflects the meaning of research?
Meaning of research
Hard
A.The replication becomes exploratory rather than scientific research
B.The replication failed because it did not produce novelty
C.The result is useful if the altered context tests the claim systematically
D.The result is invalid because only positive findings advance knowledge
Correct Answer: The result is useful if the altered context tests the claim systematically
Explanation:
Research may confirm, refine, qualify, or challenge existing knowledge. A systematic null result can identify limits to generalization.
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43During pilot testing, a researcher discovers that the operational definition of the dependent variable cannot distinguish the expected outcome categories. What should happen next?
Research process
Hard
A.Proceed and remove ambiguous cases during analysis
B.Ignore the issue because pilot data are not part of the final sample
C.Increase the sample size to compensate for measurement ambiguity
D.Revise the measurement plan and, if necessary, restate the problem
Correct Answer: Revise the measurement plan and, if necessary, restate the problem
Explanation:
The research process is iterative. A defective operational definition threatens validity and should be corrected before full data collection.
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44A literature review shows that the proposed research question has already been answered under nearly identical conditions, but a policy change has altered the population. Which process response is strongest?
Research process
Hard
A.Abandon the topic because prior research eliminates justification
B.Replace the literature review with a larger descriptive survey
C.Refine the question to examine whether the policy changes the earlier relationship
D.Repeat the original study without changes for comparability
Correct Answer: Refine the question to examine whether the policy changes the earlier relationship
Explanation:
Reviewing prior work should sharpen the gap and justify the study. A changed context can support a focused extension rather than simple duplication.
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45Which formulation is the best-defined research problem?
Defining the research problem
Hard
A.Why should universities improve student learning outcomes?
B.Students perform poorly in modern universities
C.This study investigates education in urban areas
D.How does mandatory weekly feedback affect first-year students' revision quality over one semester?
Correct Answer: How does mandatory weekly feedback affect first-year students' revision quality over one semester?
Explanation:
The formulation identifies an intervention, population, outcome, and time frame, making the problem empirically investigable.
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46A proposed problem asks whether a training program improves performance, but performance is defined differently by each department. Which defect is most immediate?
Defining the research problem
Hard
A.The independent variable cannot be manipulated in any study
B.The problem is necessarily qualitative rather than quantitative
C.The problem lacks a sufficiently large sample
D.The dependent concept has no stable operational definition
Correct Answer: The dependent concept has no stable operational definition
Explanation:
Inconsistent definitions prevent meaningful comparison and threaten construct validity. The outcome must be specified in observable, consistent terms.
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47A researcher has access to a highly important topic but lacks ethical approval, reliable measures, and access to the target population. A less ambitious topic has adequate access and valid instruments. Which selection principle favors the second topic?
Research problem selection
Hard
A.Select the topic requiring the most advanced statistical technique
B.Select only the topic with the greatest theoretical importance
C.Select the topic with the strongest balance of importance and feasibility
D.Select the topic most likely to produce a positive result
Correct Answer: Select the topic with the strongest balance of importance and feasibility
Explanation:
Problem selection requires both significance and feasibility, including ethical acceptability, access, resources, time, and measurement quality.
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48Two problems are equally significant and feasible. Problem A has abundant prior research; Problem B has limited evidence but a vague conceptual boundary. Which is the better immediate choice?
Research problem selection
Hard
A.Problem B only after its concepts and boundaries can be clarified
B.Problem A, because it can be investigated without any new contribution
C.Problem B, because limited evidence automatically means greater originality
D.Either problem, because significance makes feasibility considerations irrelevant
Correct Answer: Problem B only after its concepts and boundaries can be clarified
Explanation:
Novelty is not enough. A problem with unclear constructs must first be made conceptually and operationally manageable.
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49A city observes that neighborhoods with more public libraries have higher literacy rates. Before defining a causal problem, what is the most important analytic concern?
Understanding the research problem
Hard
A.Whether library availability is associated with unmeasured socioeconomic factors
B.Whether the observed relationship is large enough to be reported
C.Whether literacy can be measured with any numerical scale
D.Whether the city should build libraries in every neighborhood
Correct Answer: Whether library availability is associated with unmeasured socioeconomic factors
Explanation:
The association may reflect confounding variables such as income, schooling, or civic investment. Understanding the problem requires examining alternative explanations.
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50A research problem is initially stated as "Does remote work reduce productivity?" Which revision best demonstrates understanding of the underlying problem?
Understanding the research problem
Hard
A.What is productivity?
B.How do work arrangement, task interdependence, and managerial support relate to measurable output?
C.Is remote work good or bad for organizations?
D.Does remote work affect all workers in exactly the same way?
Correct Answer: How do work arrangement, task interdependence, and managerial support relate to measurable output?
Explanation:
The revision decomposes a broad claim into relevant conditions and a measurable outcome, allowing the issue to be investigated rather than judged globally.
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51A study proposes to examine the effect of social media use on well-being, but its literature review treats use as time spent, active participation, and passive exposure interchangeably. What is the central problem?
Understanding the research problem
Hard
A.The research construct has been conceptually conflated
B.The sample must be increased before the literature can be interpreted
C.The study must use only experimental research
D.The dependent variable is necessarily subjective and unusable
Correct Answer: The research construct has been conceptually conflated
Explanation:
Different forms of use may have different mechanisms and effects. Treating them as one construct obscures the actual research problem.
Incorrect! Try again.
52Why can collecting data before defining the research problem produce a misleadingly impressive study?
D.Unfocused data collection permits selective interpretation after patterns appear
Correct Answer: Unfocused data collection permits selective interpretation after patterns appear
Explanation:
Without prior focus, researchers may search many relationships and emphasize convenient findings, increasing interpretive bias and weakening coherence.
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53A funding proposal lists twelve outcomes, six populations, and several unrelated predictors under one broad objective. What is the most defensible criticism?
Necessity of a defined problem
Hard
A.The proposal is strong because broader objectives always improve generalizability
B.The proposal is too ambitious because its problem lacks analytical boundaries
C.The proposal should replace all outcomes with a single demographic measure
D.The proposal is invalid because research may contain only one variable
Correct Answer: The proposal is too ambitious because its problem lacks analytical boundaries
Explanation:
A defined problem establishes scope and relationships. Excessive breadth can make the study unmanageable and produce disconnected analyses.
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54A researcher wants to estimate whether a new teaching method causes higher achievement, but students self-select into method groups and baseline achievement is available. Which design most directly addresses the stated aim when randomization is impossible?
Research design
Hard
A.An exploratory interview study with selected teachers
B.A matched or statistically adjusted pretest-posttest quasi-experiment
C.A one-time descriptive survey of students
D.A posttest-only comparison of existing classes
Correct Answer: A matched or statistically adjusted pretest-posttest quasi-experiment
Explanation:
Baseline measures and adjustment for pre-existing differences improve causal inference in a nonrandomized comparison.
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55A study asks how patients experience diagnostic uncertainty and how common those experiences are. Which design best aligns with both objectives?
Research design
Hard
A.A historical design based only on archival records
B.A purely experimental design
C.A correlational design using only administrative variables
D.A mixed-methods design integrating qualitative and quantitative phases
Correct Answer: A mixed-methods design integrating qualitative and quantitative phases
Explanation:
Qualitative methods can capture meanings and experiences, while quantitative methods can estimate prevalence and patterns.
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56Two studies use the same questionnaire and sample size, but one specifies timing, comparison groups, procedures, and an analysis plan in advance. Why is its research design stronger?
Need for research design
Hard
A.Design quality depends primarily on having more questionnaire items
B.Design guarantees that every hypothesis will be supported
C.Design makes sampling and measurement decisions unnecessary
D.Design links the research question to valid evidence and reduces procedural ambiguity
Correct Answer: Design links the research question to valid evidence and reduces procedural ambiguity
Explanation:
A research design is the overall plan connecting questions, data sources, procedures, and analysis so that conclusions are defensible.
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57A researcher changes the outcome measure midway through data collection after seeing that early results are unfavorable. Which design function has been compromised most directly?
Need for research design
Hard
A.The ability to recruit participants from the target population
B.Control of ambiguity and protection against outcome-driven decisions
C.The requirement that every study use a laboratory setting
D.The possibility of using any descriptive statistics
Correct Answer: Control of ambiguity and protection against outcome-driven decisions
Explanation:
A pre-specified design limits researcher degrees of freedom. Changing outcomes in response to results can introduce bias and undermine interpretability.
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58Which pairing most accurately matches the research purpose with the design type?
Types of research design
Hard
A.Exploratory: estimate the national prevalence of a known condition
B.Descriptive: manipulate treatment exposure to establish causality
C.Historical: measure current attitudes using a probability sample
D.Experimental: compare outcomes under controlled assignment to interventions
Correct Answer: Experimental: compare outcomes under controlled assignment to interventions
Explanation:
Experimental designs manipulate conditions and typically use assignment or control procedures to assess causal effects.
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59A researcher examines whether leadership style and employee retention are related using data collected once from several organizations, without manipulating either variable. Which design classification is most appropriate?
The study measures variables at one time and assesses their association without manipulation, so it is cross-sectional and correlational.
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60A study begins with interviews to identify dimensions of trust in digital banking, develops a scale from those findings, and then surveys a large sample to test its structure. Which design is being used?
The qualitative phase explores the construct first, and the subsequent quantitative phase develops or tests measurement based on those findings.
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