PREMIUM PACKAGE | By Umar HomePREMIUM PACKAGEFPSC SST Test 4 Educational ResearchFPSC SST Test 4 Educational ResearchFPSC SST Test 4 Educational Research Total Questions: 100 Total Marks: 100 Total Time: 75 min 0 sec Start Test 75:00Student Information Name: Email: Questions Q1: The same participants provide scores before and after an intervention. Which statistical test from the notes is most appropriate? Independent t-test ANOVA Correlation Paired t-test Q2: A researcher compares the same variable between two different populations, such as boys and girls. Which test is indicated in the notes? Independent t-test Paired t-test KR-20 Correlation Q3: Two variables increase together. According to the notes, their relationship is: Negative correlation Zero correlation Positive correlation No association Q4: Which group contains only qualitative research types identified in the notes? Descriptive, correlational, experimental Phenomenological, ethnographic, grounded theory Experimental, survey, ANOVA Correlational, historical, experimental Q5: A researcher analyzes interviews and textual accounts to understand participants' experiences. The approach is: Quantitative Experimental Qualitative Statistical Q6: Which statement best captures the distinction between quantitative and qualitative approaches? Quantitative research produces numerical data; qualitative research produces non-numerical/textual data. Quantitative research is always experimental. Qualitative research cannot involve systematic analysis. Qualitative research never studies experiences. Q7: A researcher conducts a small-scale rehearsal of the research procedure before the main study. This is: Panel review Pilot testing Terminal evaluation Concurrent evaluation Q8: The primary purpose of pilot testing is to: Replace the main study Guarantee external validity Test and improve the research approach before the main study Increase the population size Q9: The documents used by a researcher as original evidence in historical investigation are examples of: Secondary sources Primary sources Sampling frames Experimental records Q10: A researcher manipulates a variable and measures outcomes to determine whether the hypothesis is supported or rejected. This most clearly represents: Experimental research Historical research Descriptive research Qualitative research Q11: A study describes characteristics of a population without attempting to determine why the phenomenon occurs. This is: Experimental research Causal research Descriptive research Action research Q12: Which question is least appropriate for descriptive research as defined in the notes? What characteristics does the population possess? To what extent does a condition exist? What qualifications do participants possess? Why does the phenomenon occur? Q13: A program is assessed at several stages during its implementation. This is: Terminal evaluation Phase/periodic evaluation Concurrent evaluation Action research Q14: A program is evaluated after it has been completed. This represents: Concurrent evaluation Periodic evaluation Terminal evaluation Formative evaluation Q15: Research comparing developmental stages or the structures/functions of disciplines is described in the notes as: R&D research Action research Experimental research Descriptive research Q16: A researcher interprets diaries, speeches, letters, photographs, and government records to explain past events. This is: Descriptive research Experimental research Historical research Correlational research Q17: A program is evaluated continuously while implementation is occurring. This is: Terminal evaluation Periodic evaluation Concurrent evaluation Historical evaluation Q18: A teacher investigates a classroom problem and immediately implements a solution while actively participating in the investigation. This is: Pure research Action research Historical research Descriptive research Q19: Which feature most strongly distinguishes action research? Immediate action in a real-life situation Exclusive use of numerical data Historical interpretation Absence of practitioner involvement Q20: A researcher seeks theoretical understanding and general principles without an immediate practical application. This is: Applied research Action research Pure research Evaluation research Q21: A researcher applies existing theoretical knowledge to solve a concrete educational problem. This is: Applied research Historical research Pure research Descriptive research Q22: Which research type is primarily concerned with evaluating implemented programs and their effects? Historical research Evaluation research Pure research Phenomenological research Q23: The fundamental difference between quota and stratified sampling is primarily the: Population size Research purpose Type of variable Use of random selection Q24: A qualitative researcher wants participants with specific characteristics to obtain detailed knowledge rather than make statistical inferences. The most appropriate technique is: Purposive sampling Simple random sampling Systematic sampling Cluster sampling Q25: Which type of sampling has a higher risk of sampling bias according to the notes? Stratified sampling Simple random sampling Non-probability sampling Systematic sampling Q26: Which statement correctly describes disproportionate stratified sampling? Every stratum must contribute proportionately. Stratum sample sizes are not proportional to their population representation. No random selection can occur. Only one stratum is selected. Q27: A researcher divides the population into groups and randomly selects entire groups rather than individuals. This is: Cluster sampling Stratified sampling Quota sampling Purposive sampling Q28: According to the notes, selected clusters should have: Characteristics similar to the whole population Exactly equal numbers Only homogeneous members Purposively selected participants Q29: A researcher selects participants simply because they are easiest to access. This is: Stratified sampling Convenience sampling Systematic sampling Simple random sampling Q30: A researcher deliberately chooses participants considered most useful for understanding a particular phenomenon. This is: Convenience sampling Cluster sampling Purposive sampling Systematic sampling Q31: Researchers studying a difficult-to-access population recruit new participants through existing participants. This is: Snowball sampling Quota sampling Stratified sampling Cluster sampling Q32: A researcher non-randomly recruits participants until predetermined category numbers are filled. This is: Simple random sampling Quota sampling Proportionate stratified sampling Systematic sampling Q33: The principal purpose of sampling is to: Eliminate all bias Avoid data collection Infer population characteristics from a subset Guarantee internal validity Q34: The defining feature of probability sampling is: Random selection Low cost Qualitative data Purposive selection Q35: Every member of a population has an equal chance of being selected. This is: Simple random sampling Convenience sampling Quota sampling Purposive sampling Q36: A researcher numbers every individual and selects participants at regular intervals. This is: Stratified sampling Cluster sampling Systematic sampling Snowball sampling Q37: A researcher divides teachers into age groups and randomly selects participants from each group. This is: Quota sampling Stratified sampling Cluster sampling Convenience sampling Q38: The primary rationale for stratified sampling is to: Select entire groups Avoid random selection Ensure important subgroups are represented Recruit inaccessible participants Q39: A population consists of 70% urban and 30% rural teachers. A proportionate stratified sample should: Sample both groups equally Sample according to their population proportions Select only urban teachers Select rural teachers purposively Q40: A researcher deliberately oversamples a small stratum so that its sample proportion exceeds its population proportion. This is: Simple random sampling Proportionate stratified sampling Systematic sampling Disproportionate stratified sampling Q41: A hypothesis proposes a cause-and-effect interaction between variables. It is specifically a: Causal hypothesis Associative hypothesis Null hypothesis Non-directional hypothesis Q42: Which statement best distinguishes associative and causal hypotheses? Associative hypotheses are always null. Associative hypotheses concern relationships, whereas causal hypotheses propose cause and effect. Causal hypotheses cannot contain dependent variables. Associative hypotheses are exclusively qualitative. Q43: A hypothesis includes several independent and several dependent variables. It is classified as: Simple Directional Complex Null Q44: Which is not identified in the notes as a source of hypotheses? Scientific theories Observations from previous studies General patterns Statistical significance Q45: A recurring pattern observed across educational situations inspires a researcher to formulate a testable proposition. This source of hypothesis is: General patterns Sampling error Statistical testing External validity Q46: The entire group about which conclusions are intended is called the: Sample Stratum Population Cluster Q47: A researcher wants to study all Pakistani teachers but collects data from 800 selected teachers. The 800 teachers constitute the: Population Sample Sampling frame Strata Q48: Which statement represents a null hypothesis? Study time increases achievement. Study time predicts achievement positively. Study time and achievement are significantly related. Study time has no relationship with achievement. Q49: Which reliability method is specifically designed for tests containing binary right/wrong items? KR-20 ANOVA Paired t-test Test-retest Q50: A test contains items scored only as correct or incorrect. Which reliability measure is particularly appropriate? Interrater reliability Face validity KR-20 Concurrent validity Q51: A hypothesis is best described as: A proven explanation A statistical conclusion An assumption proposed for testing A final research finding Q52: A hypothesis involving one independent variable and one dependent variable is: Complex Directional Simple Null Q53: A researcher predicts that additional study time will increase achievement. This is a: Null hypothesis Directional hypothesis Non-directional hypothesis Complex hypothesis Q54: A researcher states that study time and achievement are related but does not specify whether the relationship is positive or negative. This is: Directional Causal Null Non-directional Q55: A test produces highly consistent scores but does not actually measure the intended construct. The test is best described as: Valid but unreliable Both valid and reliable Reliable but potentially invalid Externally valid only Q56: Research reliability refers primarily to: Generalizability Consistency and stability Representativeness Theoretical accuracy Q57: The same test is administered to the same group at two different times. Which reliability is assessed? Parallel forms Interrater Split-half Test-retest Q58: Test-retest reliability is especially suitable when the characteristic measured is expected to: Remain relatively stable Change after every measurement Consist exclusively of categories Require several observers Q59: Two equivalent versions of a test are administered to the same respondents. This assesses: Parallel-form reliability Test-retest reliability Interrater reliability Content validity Q60: A researcher divides a test into two sets and correlates performance on both sets. This procedure represents: Parallel forms Test-retest Split-half reliability Interrater reliability Q61: What is the key distinction between parallel forms and split-half reliability? Parallel forms are qualitative; split-half is quantitative. Parallel forms use two equivalent versions, whereas split-half divides one test. Parallel forms use different populations; split-half uses one population. Parallel forms assess validity; split-half assesses sampling. Q62: Several researchers independently rate the same classroom behavior. Their agreement is used to determine: Test-retest reliability Parallel-form reliability Interrater reliability Split-half reliability Q63: An established external measure is used as a benchmark against which a new instrument is judged. This concerns: Criterion validity Content validity Face validity Internal validity Q64: Which pair concerns consistency rather than accuracy? Content validity Reliability Construct validity Criterion validity Q65: Internal validity primarily concerns: Generalization to other populations How well the study itself is conducted Agreement between observers Similarity between two tests Q66: External validity is primarily concerned with: Whether findings apply beyond the research setting Whether a test is internally consistent Whether variables are manipulated Whether items represent the construct Q67: A newly developed test is compared with an already validated test measuring the same characteristic. Strong correlation supports: Face validity Content validity Concurrent validity Internal validity Q68: A biology test excludes several major topics that students were taught. Which validity is most directly threatened? Content validity Concurrent validity Face validity External validity Q69: A questionnaire appears appropriate for measuring a construct merely by examining its items. This represents: Criterion validity Face validity Construct validity Concurrent validity Q70: A researcher asks whether a depression questionnaire actually measures the construct of depression. This primarily concerns: Face validity Criterion validity Construct validity Concurrent validity Q71: Which variable is deliberately held constant throughout an experiment? Extraneous variable Dependent variable Moderating variable Controlled variable Q72: Which feature makes a confounding variable more problematic than an ordinary extraneous variable? It is always qualitative. It is measured rather than controlled. It also correlates with or causally affects the independent variable. It cannot affect the dependent variable. Q73: Students receiving a new teaching method also happen to receive substantially more parental support. Parental support may therefore act as a: Confounding variable Controlled variable Dependent variable Categorical variable Q74: Which is most clearly a categorical variable? Height Educational level Weight Temperature Q75: A researcher records students' heights to the nearest decimal point. Height is most appropriately classified as: Categorical Qualitative Continuous Nominal Q76: Validity primarily concerns: The accuracy of measurement The stability of repeated scores The size of the sample The statistical technique employed Q77: A study is carefully conducted, but its findings cannot reasonably be generalized to real-world settings. Which validity is most directly limited? Content validity Concurrent validity Internal validity External validity Q78: An unexpected phenomenon suddenly affects the presumed cause-effect relationship during a study. According to the notes, this is most closely associated with: Controlled variable Intervening variable Categorical variable Criterion variable Q79: Test anxiety is proposed as an abstract process linking memory capacity with test performance. It represents a: Dependent variable Moderating variable Intervening variable Controlled variable Q80: A researcher maintains the same temperature in every experimental trial. Temperature is a: Controlled variable Confounding variable Dependent variable Predictor variable Q81: Which pairing is incorrect? Independent variable — presumed cause Dependent variable — presumed effect Independent variable — outcome Independent variable — predictor Q82: A researcher deliberately changes the amount of instructional time and observes its effect on achievement. What is being manipulated? Achievement Instructional time Student age Test anxiety Q83: Age changes the strength of the relationship between exercise and resting heart rate. Age is functioning as a: Controlled variable Confounding variable Moderating variable Dependent variable Q84: Which statement best distinguishes a moderating variable from an intervening variable? A moderator influences the relationship, whereas an intervening variable links variables through an abstract process. A moderator is always the dependent variable. An intervening variable is always directly observable. A moderator must be manipulated experimentally. Q85: A researcher obtains permission from the school board, district official, principal, teacher, students, and parents. These individuals primarily function as: Strata Respondents Gatekeepers and participants Experimental controls Q86: Which stage normally follows identification of the research problem? Reporting findings Reviewing the literature Data interpretation Statistical testing Q87: Viewing a research problem as a puzzle mainly emphasizes: Random experimentation Numerical analysis Sequential assembly of research components Generalization to all populations Q88: Which skill is involved throughout the planning and conduct of research? Writing Memorization Calculation only Interviewing only Q89: A researcher investigates the effect of a teaching method on students' achievement. The teaching method is the: Criterion variable Dependent variable Intervening variable Independent variable Q90: In the same study, students' achievement is the: Predictor Treatment Dependent variable Moderating variable Q91: An educator uses research findings to adopt a more effective classroom strategy. This demonstrates research's contribution to: Improving practice Establishing population size Creating categorical variables Increasing internal validity Q92: Which situation most seriously threatens the controlled nature of an experiment? The dependent variable is measured numerically. One treatment variable is manipulated. Several potentially influential conditions change simultaneously. The researcher follows a sequential procedure. Q93: A researcher critically examines all collected evidence before interpreting the findings. Which characteristic is most directly demonstrated? Empirical Analytical Controlled Quantitative Q94: A researcher ensures that conclusions are based on evidence rather than personal preference. This primarily reflects research being: Systematic Experimental Objective and unbiased Statistical Q95: A researcher enters a school without permission to collect data. Which principle in the notes is most directly violated? Respect for the research site Construct validity Sampling proportionality Statistical control Q96: A school district refuses a proposed study because it would consume a considerable amount of instructional time. The decision primarily reflects concern about: Reliability Minimal disruption Construct validity External validity Q97: A researcher investigates a population that has never previously been studied. The most immediate contribution of the study may be to: Establish reliability Control all variables Eliminate sampling error Fill a gap in existing knowledge Q98: A study systematically collects, analyzes, interprets, and documents evidence according to an appropriate methodology. What most fundamentally qualifies it as research? Statistical treatment Experimental manipulation Systematic inquiry Theoretical prediction Q99: Research produces evidence that contradicts an accepted explanation. Its contribution most directly involves: Revising accepted theories Increasing sample size Establishing face validity Eliminating extraneous variables Q100: Which sequence best reflects the general three-step conception of research in the notes? Hypothesis → literature review → conclusion Question → data collection → answer Sampling → experimentation → publication Observation → theory → generalization