Sociological Research Methods MCQs 2026

99 questions with detailed answers · 17 from past papers · 10 quiz batches available

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Page 1 of 1 Questions 110 of 99
  1. Q1 medium

    Purposive sampling selects cases mainly because they

    1. A Fit the research purpose or criteria
    2. B Are selected by lottery
    3. C Are impossible to identify
    4. D Refuse to participate
    💡 Explanation:

    Purposive sampling relies on researcher judgment to select information-rich or relevant cases.

  2. Q2 hard

    Random error in measurement mainly produces

    1. A Perfect accuracy
    2. B A fixed bias every time
    3. C Unpredictable inconsistency in results
    4. D A larger population
    💡 Explanation:

    Random error creates chance fluctuations, reducing precision and often lowering reliability.

  3. Q3 hard

    Systematic error is especially dangerous because it

    1. A Always increases sample size
    2. B Biases measurements in a consistent direction
    3. C Makes all data qualitative
    4. D Eliminates variables
    💡 Explanation:

    Systematic error repeatedly distorts measurement in the same direction, threatening validity.

  4. Q4 medium

    Triangulation in research means using

    1. A Only one question
    2. B Only census data
    3. C No theory at all
    4. D Multiple methods, sources or investigators
    💡 Explanation:

    Triangulation strengthens a study by comparing evidence from more than one method, source or perspective.

  5. Q5 hard

    Sociometry is most closely related to measuring

    1. A Choices and relations within a group
    2. B Rainfall in villages
    3. C Chemical composition
    4. D Only birth rates
    💡 Explanation:

    Sociometry maps social choices, attractions, rejections and relationship patterns among members of a group.

  6. Q6 medium

    Correlation means that two variables

    1. A Vary together in some pattern
    2. B Are always causally related
    3. C Have no measurable relation
    4. D Must be qualitative
    💡 Explanation:

    Correlation indicates association, but it does not by itself prove that one variable causes the other.

  7. Q7 medium

    The unit of analysis in a study is the

    1. A Bibliography style
    2. B Fieldwork location only
    3. C Entity about which conclusions are drawn
    4. D Type of computer software
    💡 Explanation:

    The unit of analysis may be an individual, family, organization, event or society depending on the research question.

  8. Q8 easy

    Descriptive research is mainly intended to

    1. A Prove every causal law
    2. B Avoid observation
    3. C Manipulate variables
    4. D Describe characteristics of a phenomenon
    💡 Explanation:

    Descriptive studies document what exists, how common it is or how it is distributed before causal explanation is attempted.

  9. Q9 hard

    A stronger claim of causation generally requires association, nonspuriousness and

    1. A Large questionnaire size
    2. B Correct time order between variables
    3. C Only one respondent
    4. D No theoretical framework
    💡 Explanation:

    A cause must precede its effect in time; otherwise a causal interpretation is not logically sound.

  10. Q10 hard

    A spurious relationship is one in which

    1. A Two variables are always independent
    2. B The data are qualitative
    3. C The sample is too large
    4. D A third factor explains the association
    💡 Explanation:

    A relationship is spurious when an apparent link is produced by another variable not properly controlled.

  11. Q11 medium

    A longitudinal study examines social phenomena

    1. A Only through maps
    2. B Without any data
    3. C Over an extended period of time
    4. D Only at one moment
    💡 Explanation:

    Longitudinal research follows change across time, either in the same units or comparable time points.

  12. Q12 easy

    A cross-sectional study collects data

    1. A At one point in time
    2. B Only after ten years
    3. C From the same people repeatedly
    4. D Only from archives
    💡 Explanation:

    Cross-sectional designs provide a snapshot of a population or phenomenon at a particular time.

  13. Q13 medium

    A panel study is one in which researchers study

    1. A Different people once
    2. B The same respondents repeatedly
    3. C Only printed newspapers
    4. D Only one institution
    💡 Explanation:

    Panel studies return to the same respondents at different times to observe individual-level change.

  14. Q14 medium

    A cohort study focuses on people who share

    1. A A common time-based experience or characteristic
    2. B The same interview answer
    3. C No social background
    4. D Only one occupation
    💡 Explanation:

    Cohorts are groups linked by a common feature such as birth year, school entry year or migration period.

  15. Q15 medium

    Content analysis is primarily used to study

    1. A Blood samples
    2. B Laboratory chemicals
    3. C Documents, media and messages
    4. D Only rural households
    💡 Explanation:

    Content analysis systematically examines communication material such as speeches, books, posts and news reports.

  16. Q16 easy

    Secondary data are data that

    1. A Cannot be analyzed
    2. B Are always invalid
    3. C Come only from interviews
    4. D Were collected earlier by others
    💡 Explanation:

    Secondary data already exist before the present study, such as census reports, official records or prior surveys.

  17. Q17 easy

    Primary data are collected

    1. A Only from old books
    2. B Firsthand for the current study
    3. C Only by government agencies
    4. D Without any method
    💡 Explanation:

    Primary data are gathered directly by the researcher for the specific objectives of the current research.

  18. Q18 easy

    Informed consent means that participants

    1. A Understand the study and voluntarily agree
    2. B Must always be paid
    3. C Cannot withdraw later
    4. D Need not know the purpose
    💡 Explanation:

    Informed consent requires adequate information about the study and voluntary participation without coercion.

  19. Q19 medium

    Confidentiality in research means that

    1. A No data are recorded
    2. B Only names are published
    3. C Identities are protected from disclosure
    4. D The sample is random
    💡 Explanation:

    Confidentiality protects participant identity and private information, even when the researcher knows who provided the data.

  20. Q20 medium

    Anonymity is strongest when

    1. A The sample is very large
    2. B The interview is long
    3. C The hypothesis is hidden
    4. D Responses cannot be linked to identities
    💡 Explanation:

    Anonymity means even the researcher cannot connect a response to a named or identifiable participant.

  21. Q21 easy

    A pilot study is conducted mainly to

    1. A Publish final results
    2. B Test tools and procedure before the main study
    3. C Replace sampling
    4. D Avoid ethical review
    💡 Explanation:

    A pilot study is a small preliminary trial that helps identify problems before full-scale data collection.

  22. Q22 medium

    Coding in social research usually means

    1. A Assigning categories or numbers to data
    2. B Rejecting all open answers
    3. C Selecting villages randomly
    4. D Writing only conclusions
    💡 Explanation:

    Coding organizes raw responses into categories or numerical labels so that they can be analyzed systematically.

  23. Q23 easy

    Quantitative research places greater emphasis on

    1. A Personal diaries only
    2. B Unrecorded impressions
    3. C Numerical measurement and statistics
    4. D Rejecting hypotheses
    💡 Explanation:

    Quantitative research converts observations into numbers and uses statistical techniques to analyze patterns.

  24. Q24 easy

    Qualitative research is especially concerned with

    1. A Only sample size formulas
    2. B Mechanical counting alone
    3. C Eliminating interpretation
    4. D Meanings, experiences and context
    💡 Explanation:

    Qualitative methods seek to understand how people interpret situations and construct social meanings.

  25. Q25 medium

    Inductive reasoning moves from

    1. A Specific observations to general patterns
    2. B Theory directly to a test
    3. C Population to sampling frame
    4. D Conclusion to data collection
    💡 Explanation:

    Induction builds broader generalizations or theory from observed cases and empirical patterns.

  26. Q26 medium

    Deductive reasoning usually begins with

    1. A Raw data without concepts
    2. B A theory or general proposition
    3. C A completed index only
    4. D A final report
    💡 Explanation:

    Deduction starts from theory and derives hypotheses that can be tested with evidence.

  27. Q27 medium

    A Likert scale is commonly used to measure

    1. A Biological age only
    2. B Exact household income
    3. C Degree of agreement or attitude intensity
    4. D Geographical distance
    💡 Explanation:

    Likert items ask respondents to indicate levels such as strongly agree or disagree, capturing attitude intensity.

  28. Q28 medium

    Ethnography is best described as

    1. A A purely mathematical proof
    2. B A census table
    3. C A laboratory experiment only
    4. D A detailed field study of a culture or group
    💡 Explanation:

    Ethnography uses extended fieldwork to understand everyday life, practices and meanings within a social setting.

  29. Q29 medium

    Snowball sampling is often useful when studying

    1. A Entire census populations
    2. B Hidden or hard-to-reach groups
    3. C Randomly numbered files
    4. D Only school textbooks
    💡 Explanation:

    In snowball sampling, initial participants help refer other participants, which is useful for hidden populations.

  30. Q30 medium

    A case study is best defined as

    1. A A national census
    2. B A random sample of villages
    3. C An intensive study of one case or unit
    4. D A statistical average
    💡 Explanation:

    A case study examines a person, group, organization or community in depth to understand its complexity.

  31. Q31 easy

    Survey research is especially suitable when the researcher wants to study

    1. A A single biography only
    2. B Attitudes of a large population
    3. C Chemical reactions
    4. D Only ancient texts
    💡 Explanation:

    Surveys can collect standardized information from many respondents, making them useful for population attitudes.

  32. Q32 easy

    A census differs from a sample survey because a census

    1. A Uses only observation
    2. B Avoids enumeration
    3. C Studies only a sample
    4. D Covers every unit of the population
    💡 Explanation:

    A census attempts to count or study all units in the defined population, not only a selected subset.

  33. Q33 easy

    A hypothesis is a

    1. A Tentative testable statement
    2. B Final legal judgment
    3. C List of references
    4. D Type of sampling error
    💡 Explanation:

    A hypothesis proposes a relationship between variables and can be tested with evidence.

  34. Q34 medium

    In causal research, the independent variable is the variable that is

    1. A Measured as the effect
    2. B Presumed to cause change
    3. C Always demographic
    4. D Never measured
    💡 Explanation:

    The independent variable is treated as the cause or predictor in a causal explanation.

  35. Q35 medium

    The dependent variable is the variable that

    1. A Controls the sample
    2. B Remains unobserved
    3. C Changes as the outcome
    4. D Defines the population
    💡 Explanation:

    The dependent variable is the outcome whose variation is explained by the independent variable.

  36. Q36 medium

    A control variable is used in research to

    1. A Replace the hypothesis
    2. B Eliminate the population
    3. C Write the conclusion first
    4. D Hold a possible influence constant
    💡 Explanation:

    Control variables help isolate the relationship of interest by accounting for other possible influences.

  37. Q37 easy

    In non-participant observation, the researcher mainly

    1. A Observes without taking an active group role
    2. B Becomes a full member of the group
    3. C Uses only experiments
    4. D Studies only documents
    💡 Explanation:

    Non-participant observation keeps the researcher outside the activities being observed, reducing direct involvement.

  38. Q38 medium

    Participant observation requires the researcher to

    1. A Use only official records
    2. B Join or closely take part in the group studied
    3. C Avoid direct contact
    4. D Mail questionnaires only
    💡 Explanation:

    In participant observation, the researcher observes social life while participating in the setting to some degree.

  39. Q39 medium

    Validity in social research means that an instrument

    1. A Is always short
    2. B Uses only statistics
    3. C Avoids fieldwork
    4. D Measures what it claims to measure
    💡 Explanation:

    Validity concerns accuracy: the measure should actually capture the concept it is intended to study.

  40. Q40 medium

    Reliability of a research instrument mainly refers to

    1. A Moral acceptability
    2. B Length of questionnaire
    3. C Consistency of measurement
    4. D Size of population
    💡 Explanation:

    A reliable instrument gives stable and consistent results when used under comparable conditions.

  41. Q41 easy

    Open-ended questions are especially useful for collecting

    1. A Only numerical scores
    2. B Qualitative responses
    3. C Random numbers
    4. D Sampling frames
    💡 Explanation:

    Open-ended questions allow respondents to answer in their own words, producing richer qualitative material.

  42. Q42 easy

    An interview with fixed wording and order of questions is a

    1. A Structured interview
    2. B Unstructured interview
    3. C Focus group
    4. D Participant diary
    💡 Explanation:

    A structured interview uses standardized questions, making responses easier to compare across respondents.

  43. Q43 medium

    Stratified sampling requires the researcher to

    1. A Interview only experts
    2. B Select cases by convenience
    3. C Divide the population into strata first
    4. D Observe only one community
    💡 Explanation:

    In stratified sampling, subgroups are identified first and samples are then taken from each stratum.

  44. Q44 easy

    Random sampling means that every unit has

    1. A A guaranteed place in the sample
    2. B The same opinion as others
    3. C No chance of being selected
    4. D An equal known chance of selection
    💡 Explanation:

    Random sampling reduces selection bias by giving each eligible unit an equal known probability of selection.

  45. Q45 easy

    The research design most suited to testing cause and effect under controlled conditions is

    1. A Experiment
    2. B Case study
    3. C Content analysis
    4. D Life history
    💡 Explanation:

    Experiments manipulate an independent variable and observe its effect while controlling other conditions.

  46. Q46 easy

    In research terminology, a population means

    1. A Only urban residents
    2. B A selected subgroup
    3. C The entire group under study
    4. D Only adult respondents
    💡 Explanation:

    The population is the complete set of units about which the researcher wants to draw conclusions.

  47. Q47 medium

    A sampling frame is best described as

    1. A A statistical formula
    2. B A list of all units eligible for sampling
    3. C A type of interview
    4. D A written consent form
    💡 Explanation:

    The sampling frame is the practical list from which the sample is actually drawn.

  48. Q48 easy

    A representative subgroup selected from a population is called a

    1. A Sample
    2. B Variable
    3. C Schedule
    4. D Hypothesis
    💡 Explanation:

    A sample is chosen from the population so that findings can be generalized when the design permits.

  49. Q49 medium

    Turning an abstract concept into measurable indicators is called

    1. A Sampling
    2. B Coding
    3. C Triangulation
    4. D Operationalization
    💡 Explanation:

    Operationalization specifies how a concept such as class or religiosity will be observed or measured in a study.

  50. Q50 easy

    The first step in a sociological research process is usually

    1. A Collecting field data
    2. B Formulating the research problem
    3. C Coding the responses
    4. D Writing the bibliography
    💡 Explanation:

    A clear research problem defines what is to be studied and guides the choice of method, sample and data.

  51. Q51 medium

    Secondary data analysis uses

    1. A existing datasets collected by others for new research questions
    2. B only data gathered firsthand in the field always
    3. C sources that cannot be verified
    4. D information forbidden by all ethics boards
    💡 Explanation:

    Census, surveys and archives provide secondary data.

  52. Q52 easy

    A population in research terms is

    1. A only the selected sample always
    2. B the entire group about which the researcher wants to draw conclusions
    3. C the group of interviewers conducting fieldwork
    4. D a list of variables in a hypothesis
    💡 Explanation:

    Samples represent populations of interest.

  53. Q53 Past Paper · PPSC/FPSC/CSS medium

    Sampling error refers to

    1. A mistakes in data entry coding only
    2. B ethical breaches in the field
    3. C difference between sample results and true population values due to chance
    4. D deliberate falsification of results always
    💡 Explanation:

    Larger random samples generally reduce sampling error.

  54. Q54 Past Paper · PPSC/FPSC/CSS hard

    Snowball sampling is useful when

    1. A every member has equal known probability of selection
    2. B the sample must be fully representative without bias always
    3. C only large government censuses are analyzed
    4. D the population is hard to reach and referrals chain from initial contacts
    💡 Explanation:

    Hidden or stigmatized groups are often accessed through networks.

  55. Q55 medium

    Convenience sampling

    1. A selects readily available subjects and may limit generalizability
    2. B guarantees perfect representation of the population
    3. C uses random number tables always
    4. D eliminates all researcher bias automatically
    💡 Explanation:

    Convenience samples are practical but often non-representative.

  56. Q56 medium

    Content analysis systematically examines

    1. A laboratory rats in mazes exclusively
    2. B only live participant observation without documents
    3. C random guessing without categories
    4. D communication such as media texts for patterns
    💡 Explanation:

    Researchers code themes in newspapers, speeches or online posts.

  57. Q57 medium

    A control group in an experiment

    1. A always receives double the treatment
    2. B does not receive the treatment and provides a comparison baseline
    3. C is selected non-randomly by convenience only
    4. D replaces the need for a hypothesis
    💡 Explanation:

    Controls help assess whether outcomes stem from the intervention.

  58. Q58 hard

    Triangulation in research means

    1. A relying on a single questionnaire only
    2. B avoiding comparison across sources
    3. C using multiple methods or data sources to strengthen conclusions
    4. D rejecting all qualitative data
    💡 Explanation:

    Combining interviews, observation and documents increases credibility.

  59. Q59 easy

    Ethical research requires

    1. A deception without debriefing always
    2. B publishing private identities without permission
    3. C ignoring vulnerable populations' protections
    4. D informed consent, confidentiality and minimizing harm to participants
    💡 Explanation:

    Institutional review boards enforce ethical standards in social research.

  60. Q60 medium

    Anonymity in research means

    1. A the researcher cannot link responses to identifiable individuals
    2. B participants are famous public figures always
    3. C data are sold to marketers without restriction
    4. D consent is unnecessary for all studies
    💡 Explanation:

    Anonymous designs protect identity even from the investigator.

  61. Q61 medium

    Confidentiality means

    1. A all names must be published in journals
    2. B identities are known to the researcher but protected from public disclosure
    3. C participants cannot be tracked by anyone including researchers
    4. D ethics boards are not involved
    💡 Explanation:

    Confidential data are secured and reported in aggregate when needed.

  62. Q62 easy

    Informed consent requires participants to

    1. A sign away all rights without explanation
    2. B join compulsory studies without choice in all cases
    3. C understand the study's purpose, risks and right to withdraw
    4. D never receive debriefing after deception
    💡 Explanation:

    Voluntary participation rests on adequate information.

  63. Q63 medium

    Debriefing is especially important when

    1. A only archival historical research is conducted
    2. B participants already know every hypothesis
    3. C no human subjects are involved ever
    4. D deception has been used in an experiment
    💡 Explanation:

    Debriefing explains true purposes and addresses any distress.

  64. Q64 easy

    A literature review in a research project serves to

    1. A summarize existing knowledge and identify gaps for new inquiry
    2. B replace data collection entirely without fieldwork
    3. C hide prior studies from readers deliberately
    4. D eliminate the need for a research question
    💡 Explanation:

    Reviews situate new research within ongoing scholarly conversation.

  65. Q65 easy

    A research design is

    1. A only the final write-up chapter of a thesis
    2. B the overall plan linking questions, data collection and analysis
    3. C a list of respondents' names
    4. D an ethical violation by definition
    💡 Explanation:

    Design specifies how evidence will address the research problem.

  66. Q66 medium

    Cross-sectional research collects data

    1. A repeatedly from the same subjects over many years always
    2. B only from historical documents centuries old
    3. C at one point in time from a sample
    4. D exclusively in laboratories with no humans
    💡 Explanation:

    Cross-sectional designs compare groups simultaneously.

  67. Q67 medium

    Longitudinal research follows

    1. A different random samples at one moment only
    2. B only extinct populations without records
    3. C variables that cannot change over time
    4. D the same subjects over an extended period
    💡 Explanation:

    Panel studies track life-course and social change.

  68. Q68 medium

    A pilot study is conducted to

    1. A test instruments and procedures before the main investigation
    2. B publish final conclusions without revision
    3. C replace the full sample with zero data
    4. D avoid any preliminary testing of questions
    💡 Explanation:

    Pilots reveal wording problems and logistical issues.

  69. Q69 easy

    Closed-ended survey questions

    1. A require essay-length answers always
    2. B offer fixed response categories for statistical coding
    3. C prohibit any comparison across cases
    4. D eliminate quantitative analysis entirely
    💡 Explanation:

    Fixed choices facilitate standardized quantitative analysis.

  70. Q70 easy

    Open-ended questions allow

    1. A only yes/no without elaboration always
    2. B researchers to avoid reading responses
    3. C respondents to answer in their own words
    4. D automatic statistical correlation without coding
    💡 Explanation:

    Open answers capture nuance though coding may be labor-intensive.

  71. Q71 Past Paper · PPSC/FPSC/CSS medium

    Validity in measurement refers to

    1. A consistency without regard to correctness
    2. B sample size alone
    3. C speed of data entry exclusively
    4. D accuracy in capturing the concept intended to be studied
    💡 Explanation:

    Valid measures actually reflect the theoretical construct under study.

  72. Q72 Past Paper · PPSC/FPSC/CSS easy

    Random sampling helps researchers

    1. A generalize findings to a larger population with known probability
    2. B study only friends and acquaintances conveniently
    3. C eliminate the need for any methodology
    4. D guarantee zero sampling error always
    💡 Explanation:

    Probability sampling reduces bias and supports statistical inference.

  73. Q73 easy

    A survey method typically involves

    1. A secretly recording private homes without consent
    2. B systematically asking respondents standardized questions
    3. C manipulating laboratory chemicals only
    4. D analyzing ancient texts without respondents
    💡 Explanation:

    Questionnaires and interviews collect self-report data from samples.

  74. Q74 medium

    Structured interviews use

    1. A completely open conversations with no guide
    2. B observation without any verbal contact
    3. C fixed questions asked uniformly to all participants
    4. D experiments with random assignment only
    💡 Explanation:

    Standardization aids comparison across respondents.

  75. Q75 easy

    A variable must

    1. A remain constant for all units studied
    2. B exist only in theoretical language without indicators
    3. C avoid operational definitions always
    4. D vary across cases and be defined for measurement
    💡 Explanation:

    Constants cannot explain differences among observations.

  76. Q76 medium

    Non-participant observation means

    1. A watching behavior without joining the group being studied
    2. B becoming a full member of the community always
    3. C conducting only laboratory experiments
    4. D using exclusively historical documents
    💡 Explanation:

    Observer remains outside roles while recording actions.

  77. Q77 medium

    A case study design focuses on

    1. A millions of respondents in one questionnaire wave only
    2. B intensive analysis of one unit such as a community or organization
    3. C variables without any context or description
    4. D hypotheses that cannot be examined empirically
    💡 Explanation:

    Case studies yield depth though generalization may be limited.

  78. Q78 easy

    Correlation indicates

    1. A one variable always causes the other
    2. B no relationship exists between variables
    3. C two variables tend to vary together without proving causation
    4. D random assignment has occurred
    💡 Explanation:

    Correlation measures association; causation requires further design.

  79. Q79 hard

    Spurious correlation occurs when

    1. A X directly causes Y with no other factors
    2. B variables are completely unrelated
    3. C research ethics are violated
    4. D an association between X and Y is caused by a third variable Z
    💡 Explanation:

    Example: ice cream sales and drowning both rise due to summer heat.

  80. Q80 medium

    An experiment establishes causality more convincingly by

    1. A random assignment to treatment and control groups
    2. B asking leading interview questions only
    3. C studying one case without comparison
    4. D ignoring control conditions entirely
    💡 Explanation:

    Randomization helps isolate the effect of the independent variable.

  81. Q81 hard

    Statistical significance indicates

    1. A the effect is necessarily large or important practically
    2. B causation is absolutely proven without design
    3. C results are unlikely due to chance alone at a chosen threshold
    4. D ethics approval has been granted
    💡 Explanation:

    Significance concerns probability, not substantive importance.

  82. Q82 Past Paper · PPSC/FPSC/CSS hard

    Hawthorne effect suggests subjects may

    1. A never alter conduct under observation
    2. B change behavior because they know they are being studied
    3. C behave identically in labs and natural settings always
    4. D invalidate all qualitative research permanently
    💡 Explanation:

    Awareness of observation can itself influence actions.

  83. Q83 hard

    Reflexivity in qualitative research means

    1. A ignoring the observer's perspective entirely
    2. B using only closed-ended questionnaires
    3. C critically examining how the researcher shapes the study
    4. D rejecting all self-awareness in fieldnotes
    💡 Explanation:

    Researchers reflect on their positionality and influence on data.

  84. Q84 Past Paper · PPSC/FPSC/CSS medium

    Inductive reasoning in research

    1. A tests hypotheses deduced from theory only without observation
    2. B never uses empirical evidence
    3. C begins with immutable laws without fieldwork
    4. D builds theory from observed patterns in data
    💡 Explanation:

    Grounded theory develops concepts emerging from systematic observation.

  85. Q85 medium

    Deductive reasoning in research

    1. A derives testable hypotheses from existing theory
    2. B collects data without any prior concepts always
    3. C refuses to use logical inference
    4. D ignores theoretical frameworks entirely
    💡 Explanation:

    Deduction applies general principles to specific empirical tests.

  86. Q86 easy

    Plagiarism in research violates ethics by

    1. A citing all sources carefully
    2. B sharing data openly with replication files
    3. C obtaining informed consent properly
    4. D using others' work without proper attribution
    💡 Explanation:

    Academic integrity requires credit and transparency.

  87. Q87 medium

    Ethnography as a method originated largely in

    1. A mathematical economics alone
    2. B anthropological and sociological fieldwork emphasizing culture in situ
    3. C astronomical observation exclusively
    4. D laboratory physics experiments
    💡 Explanation:

    Ethnographers immerse themselves to describe everyday social life.

  88. Q88 medium

    A focus group collects data through

    1. A guided discussion among a small group of participants
    2. B isolated individuals without interaction always
    3. C covert observation without consent by default
    4. D pure archival work without living subjects
    💡 Explanation:

    Group dynamics reveal collective attitudes and arguments.

  89. Q89 Past Paper · PPSC/FPSC/CSS hard

    A null hypothesis typically states

    1. A the strongest possible causal claim
    2. B no relationship or no difference exists between variables
    3. C the research question in affirmative form always
    4. D ethical guidelines for participants
    💡 Explanation:

    Statistical tests often seek to reject the null hypothesis.

  90. Q90 Past Paper · PPSC/FPSC/CSS easy

    In Pakistan, the Population Census is an example of

    1. A participant observation in a single village only
    2. B a laboratory experiment on attitudes
    3. C large-scale official data collection for demographic research
    4. D an unstructured focus group without records
    💡 Explanation:

    Census provides secondary data for sociological analysis of society.

  91. Q91 Past Paper · PPSC/FPSC/CSS medium

    Mixed-methods research combines

    1. A only one method by strict definition
    2. B quantitative and qualitative approaches in one study
    3. C statistics without any textual data always
    4. D ethnography without any numbers ever
    💡 Explanation:

    Integration can provide both breadth and depth of understanding.

  92. Q92 Past Paper · PPSC/FPSC/CSS medium

    Control variables are held constant or adjusted for to

    1. A isolate the relationship between key independent and dependent variables
    2. B increase confounding in the analysis deliberately
    3. C replace the dependent variable entirely
    4. D eliminate the need for sampling
    💡 Explanation:

    Controls reduce alternative explanations in multivariate analysis.

  93. Q93 Past Paper · PPSC/FPSC/CSS easy

    Quantitative research primarily uses

    1. A numerical data and statistical analysis to test patterns
    2. B unstructured interviews without coding
    3. C pure literary narrative only
    4. D exclusive reliance on personal diaries without counts
    💡 Explanation:

    Surveys and experiments generate data suited to statistical inference.

  94. Q94 Past Paper · PPSC/FPSC/CSS easy

    Qualitative research emphasizes

    1. A only large-scale random sampling with closed questions
    2. B in-depth meanings, experiences and textual or observational data
    3. C mathematical modeling without field contact
    4. D hypothesis testing with controlled experiments exclusively
    💡 Explanation:

    Ethnography and interviews explore how actors interpret their worlds.

  95. Q95 Past Paper · PPSC/FPSC/CSS easy

    A hypothesis is

    1. A a proven universal law without testing
    2. B an ethical guideline for consent only
    3. C a testable statement predicting a relationship between variables
    4. D a final published conclusion always
    💡 Explanation:

    Hypotheses guide empirical investigation and can be supported or refuted.

  96. Q96 Past Paper · PPSC/FPSC/CSS easy

    An independent variable is

    1. A the outcome measured in the study
    2. B the control group's label only
    3. C a constant that never changes by definition
    4. D the factor manipulated or assumed to influence another variable
    💡 Explanation:

    Researchers examine how changes in X affect Y.

  97. Q97 Past Paper · PPSC/FPSC/CSS easy

    A dependent variable is

    1. A the outcome measured to assess the effect of other factors
    2. B the cause manipulated by the researcher always
    3. C the sampling frame list only
    4. D institutional review board approval
    💡 Explanation:

    Dependent variables reflect impacts of independent variables.

  98. Q98 Past Paper · PPSC/FPSC/CSS medium

    Operationalization means

    1. A ignoring measurement altogether
    2. B defining abstract concepts in measurable terms
    3. C collecting data without any definitions
    4. D rejecting all quantitative indicators
    💡 Explanation:

    Concepts like social class must be translated into indicators.

  99. Q99 Past Paper · PPSC/FPSC/CSS medium

    Reliability in measurement refers to

    1. A measuring the correct concept validity always
    2. B proving causal laws without data
    3. C consistency of results when the same phenomenon is measured repeatedly
    4. D ethical treatment of participants only
    💡 Explanation:

    A reliable scale yields stable scores under similar conditions.