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Page 1 of 1Questions 1–10 of 99
Q1medium
Purposive sampling selects cases mainly because they
AFit the research purpose or criteria✓
BAre selected by lottery✓
CAre impossible to identify✓
DRefuse to participate✓
💡 Explanation:
Purposive sampling relies on researcher judgment to select information-rich or relevant cases.
Q2hard
Random error in measurement mainly produces
APerfect accuracy✓
BA fixed bias every time✓
CUnpredictable inconsistency in results✓
DA larger population✓
💡 Explanation:
Random error creates chance fluctuations, reducing precision and often lowering reliability.
Q3hard
Systematic error is especially dangerous because it
AAlways increases sample size✓
BBiases measurements in a consistent direction✓
CMakes all data qualitative✓
DEliminates variables✓
💡 Explanation:
Systematic error repeatedly distorts measurement in the same direction, threatening validity.
Q4medium
Triangulation in research means using
AOnly one question✓
BOnly census data✓
CNo theory at all✓
DMultiple methods, sources or investigators✓
💡 Explanation:
Triangulation strengthens a study by comparing evidence from more than one method, source or perspective.
Q5hard
Sociometry is most closely related to measuring
AChoices and relations within a group✓
BRainfall in villages✓
CChemical composition✓
DOnly birth rates✓
💡 Explanation:
Sociometry maps social choices, attractions, rejections and relationship patterns among members of a group.
Q6medium
Correlation means that two variables
AVary together in some pattern✓
BAre always causally related✓
CHave no measurable relation✓
DMust be qualitative✓
💡 Explanation:
Correlation indicates association, but it does not by itself prove that one variable causes the other.
Q7medium
The unit of analysis in a study is the
ABibliography style✓
BFieldwork location only✓
CEntity about which conclusions are drawn✓
DType of computer software✓
💡 Explanation:
The unit of analysis may be an individual, family, organization, event or society depending on the research question.
Q8easy
Descriptive research is mainly intended to
AProve every causal law✓
BAvoid observation✓
CManipulate variables✓
DDescribe characteristics of a phenomenon✓
💡 Explanation:
Descriptive studies document what exists, how common it is or how it is distributed before causal explanation is attempted.
Q9hard
A stronger claim of causation generally requires association, nonspuriousness and
ALarge questionnaire size✓
BCorrect time order between variables✓
COnly one respondent✓
DNo theoretical framework✓
💡 Explanation:
A cause must precede its effect in time; otherwise a causal interpretation is not logically sound.
Q10hard
A spurious relationship is one in which
ATwo variables are always independent✓
BThe data are qualitative✓
CThe sample is too large✓
DA third factor explains the association✓
💡 Explanation:
A relationship is spurious when an apparent link is produced by another variable not properly controlled.
Q11medium
A longitudinal study examines social phenomena
AOnly through maps✓
BWithout any data✓
COver an extended period of time✓
DOnly at one moment✓
💡 Explanation:
Longitudinal research follows change across time, either in the same units or comparable time points.
Q12easy
A cross-sectional study collects data
AAt one point in time✓
BOnly after ten years✓
CFrom the same people repeatedly✓
DOnly from archives✓
💡 Explanation:
Cross-sectional designs provide a snapshot of a population or phenomenon at a particular time.
Q13medium
A panel study is one in which researchers study
ADifferent people once✓
BThe same respondents repeatedly✓
COnly printed newspapers✓
DOnly one institution✓
💡 Explanation:
Panel studies return to the same respondents at different times to observe individual-level change.
Q14medium
A cohort study focuses on people who share
AA common time-based experience or characteristic✓
BThe same interview answer✓
CNo social background✓
DOnly one occupation✓
💡 Explanation:
Cohorts are groups linked by a common feature such as birth year, school entry year or migration period.
Q15medium
Content analysis is primarily used to study
ABlood samples✓
BLaboratory chemicals✓
CDocuments, media and messages✓
DOnly rural households✓
💡 Explanation:
Content analysis systematically examines communication material such as speeches, books, posts and news reports.
Q16easy
Secondary data are data that
ACannot be analyzed✓
BAre always invalid✓
CCome only from interviews✓
DWere collected earlier by others✓
💡 Explanation:
Secondary data already exist before the present study, such as census reports, official records or prior surveys.
Q17easy
Primary data are collected
AOnly from old books✓
BFirsthand for the current study✓
COnly by government agencies✓
DWithout any method✓
💡 Explanation:
Primary data are gathered directly by the researcher for the specific objectives of the current research.
Q18easy
Informed consent means that participants
AUnderstand the study and voluntarily agree✓
BMust always be paid✓
CCannot withdraw later✓
DNeed not know the purpose✓
💡 Explanation:
Informed consent requires adequate information about the study and voluntary participation without coercion.
Q19medium
Confidentiality in research means that
ANo data are recorded✓
BOnly names are published✓
CIdentities are protected from disclosure✓
DThe sample is random✓
💡 Explanation:
Confidentiality protects participant identity and private information, even when the researcher knows who provided the data.
Q20medium
Anonymity is strongest when
AThe sample is very large✓
BThe interview is long✓
CThe hypothesis is hidden✓
DResponses cannot be linked to identities✓
💡 Explanation:
Anonymity means even the researcher cannot connect a response to a named or identifiable participant.
Q21easy
A pilot study is conducted mainly to
APublish final results✓
BTest tools and procedure before the main study✓
CReplace sampling✓
DAvoid ethical review✓
💡 Explanation:
A pilot study is a small preliminary trial that helps identify problems before full-scale data collection.
Q22medium
Coding in social research usually means
AAssigning categories or numbers to data✓
BRejecting all open answers✓
CSelecting villages randomly✓
DWriting only conclusions✓
💡 Explanation:
Coding organizes raw responses into categories or numerical labels so that they can be analyzed systematically.
Q23easy
Quantitative research places greater emphasis on
APersonal diaries only✓
BUnrecorded impressions✓
CNumerical measurement and statistics✓
DRejecting hypotheses✓
💡 Explanation:
Quantitative research converts observations into numbers and uses statistical techniques to analyze patterns.
Q24easy
Qualitative research is especially concerned with
AOnly sample size formulas✓
BMechanical counting alone✓
CEliminating interpretation✓
DMeanings, experiences and context✓
💡 Explanation:
Qualitative methods seek to understand how people interpret situations and construct social meanings.
Q25medium
Inductive reasoning moves from
ASpecific observations to general patterns✓
BTheory directly to a test✓
CPopulation to sampling frame✓
DConclusion to data collection✓
💡 Explanation:
Induction builds broader generalizations or theory from observed cases and empirical patterns.
Q26medium
Deductive reasoning usually begins with
ARaw data without concepts✓
BA theory or general proposition✓
CA completed index only✓
DA final report✓
💡 Explanation:
Deduction starts from theory and derives hypotheses that can be tested with evidence.
Q27medium
A Likert scale is commonly used to measure
ABiological age only✓
BExact household income✓
CDegree of agreement or attitude intensity✓
DGeographical distance✓
💡 Explanation:
Likert items ask respondents to indicate levels such as strongly agree or disagree, capturing attitude intensity.
Q28medium
Ethnography is best described as
AA purely mathematical proof✓
BA census table✓
CA laboratory experiment only✓
DA detailed field study of a culture or group✓
💡 Explanation:
Ethnography uses extended fieldwork to understand everyday life, practices and meanings within a social setting.
Q29medium
Snowball sampling is often useful when studying
AEntire census populations✓
BHidden or hard-to-reach groups✓
CRandomly numbered files✓
DOnly school textbooks✓
💡 Explanation:
In snowball sampling, initial participants help refer other participants, which is useful for hidden populations.
Q30medium
A case study is best defined as
AA national census✓
BA random sample of villages✓
CAn intensive study of one case or unit✓
DA statistical average✓
💡 Explanation:
A case study examines a person, group, organization or community in depth to understand its complexity.
Q31easy
Survey research is especially suitable when the researcher wants to study
AA single biography only✓
BAttitudes of a large population✓
CChemical reactions✓
DOnly ancient texts✓
💡 Explanation:
Surveys can collect standardized information from many respondents, making them useful for population attitudes.
Q32easy
A census differs from a sample survey because a census
AUses only observation✓
BAvoids enumeration✓
CStudies only a sample✓
DCovers every unit of the population✓
💡 Explanation:
A census attempts to count or study all units in the defined population, not only a selected subset.
Q33easy
A hypothesis is a
ATentative testable statement✓
BFinal legal judgment✓
CList of references✓
DType of sampling error✓
💡 Explanation:
A hypothesis proposes a relationship between variables and can be tested with evidence.
Q34medium
In causal research, the independent variable is the variable that is
AMeasured as the effect✓
BPresumed to cause change✓
CAlways demographic✓
DNever measured✓
💡 Explanation:
The independent variable is treated as the cause or predictor in a causal explanation.
Q35medium
The dependent variable is the variable that
AControls the sample✓
BRemains unobserved✓
CChanges as the outcome✓
DDefines the population✓
💡 Explanation:
The dependent variable is the outcome whose variation is explained by the independent variable.
Q36medium
A control variable is used in research to
AReplace the hypothesis✓
BEliminate the population✓
CWrite the conclusion first✓
DHold a possible influence constant✓
💡 Explanation:
Control variables help isolate the relationship of interest by accounting for other possible influences.
Q37easy
In non-participant observation, the researcher mainly
AObserves without taking an active group role✓
BBecomes a full member of the group✓
CUses only experiments✓
DStudies only documents✓
💡 Explanation:
Non-participant observation keeps the researcher outside the activities being observed, reducing direct involvement.
Q38medium
Participant observation requires the researcher to
AUse only official records✓
BJoin or closely take part in the group studied✓
CAvoid direct contact✓
DMail questionnaires only✓
💡 Explanation:
In participant observation, the researcher observes social life while participating in the setting to some degree.
Q39medium
Validity in social research means that an instrument
AIs always short✓
BUses only statistics✓
CAvoids fieldwork✓
DMeasures what it claims to measure✓
💡 Explanation:
Validity concerns accuracy: the measure should actually capture the concept it is intended to study.
Q40medium
Reliability of a research instrument mainly refers to
AMoral acceptability✓
BLength of questionnaire✓
CConsistency of measurement✓
DSize of population✓
💡 Explanation:
A reliable instrument gives stable and consistent results when used under comparable conditions.
Q41easy
Open-ended questions are especially useful for collecting
AOnly numerical scores✓
BQualitative responses✓
CRandom numbers✓
DSampling frames✓
💡 Explanation:
Open-ended questions allow respondents to answer in their own words, producing richer qualitative material.
Q42easy
An interview with fixed wording and order of questions is a
AStructured interview✓
BUnstructured interview✓
CFocus group✓
DParticipant diary✓
💡 Explanation:
A structured interview uses standardized questions, making responses easier to compare across respondents.
Q43medium
Stratified sampling requires the researcher to
AInterview only experts✓
BSelect cases by convenience✓
CDivide the population into strata first✓
DObserve only one community✓
💡 Explanation:
In stratified sampling, subgroups are identified first and samples are then taken from each stratum.
Q44easy
Random sampling means that every unit has
AA guaranteed place in the sample✓
BThe same opinion as others✓
CNo chance of being selected✓
DAn equal known chance of selection✓
💡 Explanation:
Random sampling reduces selection bias by giving each eligible unit an equal known probability of selection.
Q45easy
The research design most suited to testing cause and effect under controlled conditions is
AExperiment✓
BCase study✓
CContent analysis✓
DLife history✓
💡 Explanation:
Experiments manipulate an independent variable and observe its effect while controlling other conditions.
Q46easy
In research terminology, a population means
AOnly urban residents✓
BA selected subgroup✓
CThe entire group under study✓
DOnly adult respondents✓
💡 Explanation:
The population is the complete set of units about which the researcher wants to draw conclusions.
Q47medium
A sampling frame is best described as
AA statistical formula✓
BA list of all units eligible for sampling✓
CA type of interview✓
DA written consent form✓
💡 Explanation:
The sampling frame is the practical list from which the sample is actually drawn.
Q48easy
A representative subgroup selected from a population is called a
ASample✓
BVariable✓
CSchedule✓
DHypothesis✓
💡 Explanation:
A sample is chosen from the population so that findings can be generalized when the design permits.
Q49medium
Turning an abstract concept into measurable indicators is called
ASampling✓
BCoding✓
CTriangulation✓
DOperationalization✓
💡 Explanation:
Operationalization specifies how a concept such as class or religiosity will be observed or measured in a study.
Q50easy
The first step in a sociological research process is usually
ACollecting field data✓
BFormulating the research problem✓
CCoding the responses✓
DWriting the bibliography✓
💡 Explanation:
A clear research problem defines what is to be studied and guides the choice of method, sample and data.
Q51medium
Secondary data analysis uses
Aexisting datasets collected by others for new research questions✓
Bonly data gathered firsthand in the field always✓
Csources that cannot be verified✓
Dinformation forbidden by all ethics boards✓
💡 Explanation:
Census, surveys and archives provide secondary data.
Q52easy
A population in research terms is
Aonly the selected sample always✓
Bthe entire group about which the researcher wants to draw conclusions✓
Cthe group of interviewers conducting fieldwork✓
Da list of variables in a hypothesis✓
💡 Explanation:
Samples represent populations of interest.
Q53Past Paper · PPSC/FPSC/CSSmedium
Sampling error refers to
Amistakes in data entry coding only✓
Bethical breaches in the field✓
Cdifference between sample results and true population values due to chance✓
Ddeliberate falsification of results always✓
💡 Explanation:
Larger random samples generally reduce sampling error.
Q54Past Paper · PPSC/FPSC/CSShard
Snowball sampling is useful when
Aevery member has equal known probability of selection✓
Bthe sample must be fully representative without bias always✓
Conly large government censuses are analyzed✓
Dthe population is hard to reach and referrals chain from initial contacts✓
💡 Explanation:
Hidden or stigmatized groups are often accessed through networks.
Q55medium
Convenience sampling
Aselects readily available subjects and may limit generalizability✓
Bguarantees perfect representation of the population✓
Cuses random number tables always✓
Deliminates all researcher bias automatically✓
💡 Explanation:
Convenience samples are practical but often non-representative.
Q56medium
Content analysis systematically examines
Alaboratory rats in mazes exclusively✓
Bonly live participant observation without documents✓
Crandom guessing without categories✓
Dcommunication such as media texts for patterns✓
💡 Explanation:
Researchers code themes in newspapers, speeches or online posts.
Q57medium
A control group in an experiment
Aalways receives double the treatment✓
Bdoes not receive the treatment and provides a comparison baseline✓
Cis selected non-randomly by convenience only✓
Dreplaces the need for a hypothesis✓
💡 Explanation:
Controls help assess whether outcomes stem from the intervention.
Q58hard
Triangulation in research means
Arelying on a single questionnaire only✓
Bavoiding comparison across sources✓
Cusing multiple methods or data sources to strengthen conclusions✓
Drejecting all qualitative data✓
💡 Explanation:
Combining interviews, observation and documents increases credibility.
Q59easy
Ethical research requires
Adeception without debriefing always✓
Bpublishing private identities without permission✓
Cignoring vulnerable populations' protections✓
Dinformed consent, confidentiality and minimizing harm to participants✓
💡 Explanation:
Institutional review boards enforce ethical standards in social research.
Q60medium
Anonymity in research means
Athe researcher cannot link responses to identifiable individuals✓
Bparticipants are famous public figures always✓
Cdata are sold to marketers without restriction✓
Dconsent is unnecessary for all studies✓
💡 Explanation:
Anonymous designs protect identity even from the investigator.
Q61medium
Confidentiality means
Aall names must be published in journals✓
Bidentities are known to the researcher but protected from public disclosure✓
Cparticipants cannot be tracked by anyone including researchers✓
Dethics boards are not involved✓
💡 Explanation:
Confidential data are secured and reported in aggregate when needed.
Q62easy
Informed consent requires participants to
Asign away all rights without explanation✓
Bjoin compulsory studies without choice in all cases✓
Cunderstand the study's purpose, risks and right to withdraw✓
Dnever receive debriefing after deception✓
💡 Explanation:
Voluntary participation rests on adequate information.
Q63medium
Debriefing is especially important when
Aonly archival historical research is conducted✓
Bparticipants already know every hypothesis✓
Cno human subjects are involved ever✓
Ddeception has been used in an experiment✓
💡 Explanation:
Debriefing explains true purposes and addresses any distress.
Q64easy
A literature review in a research project serves to
Asummarize existing knowledge and identify gaps for new inquiry✓
Breplace data collection entirely without fieldwork✓
Chide prior studies from readers deliberately✓
Deliminate the need for a research question✓
💡 Explanation:
Reviews situate new research within ongoing scholarly conversation.
Q65easy
A research design is
Aonly the final write-up chapter of a thesis✓
Bthe overall plan linking questions, data collection and analysis✓
Ca list of respondents' names✓
Dan ethical violation by definition✓
💡 Explanation:
Design specifies how evidence will address the research problem.
Q66medium
Cross-sectional research collects data
Arepeatedly from the same subjects over many years always✓
Bonly from historical documents centuries old✓
Cat one point in time from a sample✓
Dexclusively in laboratories with no humans✓
💡 Explanation:
Cross-sectional designs compare groups simultaneously.
Q67medium
Longitudinal research follows
Adifferent random samples at one moment only✓
Bonly extinct populations without records✓
Cvariables that cannot change over time✓
Dthe same subjects over an extended period✓
💡 Explanation:
Panel studies track life-course and social change.
Q68medium
A pilot study is conducted to
Atest instruments and procedures before the main investigation✓
Bpublish final conclusions without revision✓
Creplace the full sample with zero data✓
Davoid any preliminary testing of questions✓
💡 Explanation:
Pilots reveal wording problems and logistical issues.
Q69easy
Closed-ended survey questions
Arequire essay-length answers always✓
Boffer fixed response categories for statistical coding✓