MIXED METHODS AND PROCESSES IN APPLIED LINGUISTICS RESEARCH

A researcher is worried that her findings on a new teaching method were actually caused by the students' extra tutoring outside of class, rather than the method itself. This concern relates to:?. Internal validity. External validity. Criterion validity. Face validity.

During a classroom observation, a supervisor writes in her notes: "The teacher seemed lazy because she didn't use a PowerPoint." According to the challenges discussed in Subtopic 2, this is an example of:?. A focused research question. Successful data triangulation. An objective record of facts. Making judgments instead of recording behaviors.

A teacher wants to start a research project in her classroom but finds she has no time to analyze data because of her heavy grading load. This represents which challenge of classroom research?. Ethical violations of privacy. A lack of qualitative software. The difficulty of integrating research into teaching practice. Lack of student cooperation.

When planning the "data collection procedures" to answer a research question, the professor notes that the specific steps must be:?. Numerical, statistical, and mathematical. Complex, theoretical, and secret. Fast, cheap, and easy. Rational, authentic, and equitable.

A researcher wants to understand the English proficiency of all 10th-grade students in public schools in Guayaquil. However, due to time and budget constraints, she only administers a test to 200 students from four specific schools. In this scenario, the 200 students represent the:?. Census. Sample. Variable. Target Population.

According to our Unit 2 materials, why is "Reflective Practice" considered a bridge between teaching and research?. Because it requires teachers to stop teaching and only do research. Because it is only used by professors, not school teachers. Because it replaces the need for student testing. Because it allows teachers to use research techniques (like observation) to improve their own classroom choices.

A researcher is drafting a research question: "How do students feel about English class?" After reviewing the criteria in Subtopic 1, she realizes the question is too broad. To improve it, she changes it to: "How do tenth-grade students' perceptions of teacher feedback correlate with their performance on mid-term writing exams?" This improvement makes the question:?. Purely qualitative and subjective. Descriptive rather than analytical. Easier to answer with a simple "yes" or "no.". Clear, focused, and researchable.

What is the primary goal of an ethnographic researcher when observing participants' behaviors and customs?. To prove that one culture is better than another. To understand the participants' subjective interpretation of their own culture. To find a statistical average of their behaviors. To manipulate the participants' environment to see if they change.

You are designing a questionnaire to find out how many hours a week students spend watching English-language movies and which specific streaming platforms they use. This questionnaire is primarily collecting data about:?. Subjective interpretations. Facts and Behavior. Abstract concepts. Attitudes.

A researcher uses a video camera to record a lesson so they can watch it multiple times and use slow-motion to see student gestures. This is an example of:?. Participant intervention. Non-real-time observation/recording. Subjective bias. Real-time judgment.

A researcher wants to know how the "motivation to learn English" has changed among high school students in Ecuador over the last decade. Every year for ten years, he administers the same survey to a new group of 10th graders. This is a:?. Repeated cross-sectional (Trend) study. Longitudinal qualitative study. Sequential exploratory design. Panel study.

During a survey, a student interprets the question "How often do you practice English?" as only meaning "speaking," while the researcher meant all four skills. This illustrates a common downside of questionnaires, which is:?. High cost. Respondent interpretation bias. Random assignment error. Low reliability.

A researcher is drafting a research question: "How do students feel about English class?" After reviewing the criteria in Subtopic 1, she realizes the question is too broad. To improve it, she changes it to: "How do tenth-grade students' perceptions of teacher feedback correlate with their performance on mid-term writing exams?" This improvement makes the question:?. Purely qualitative and subjective. Easier to answer with a simple "yes" or "no.". Clear, focused, and researchable. Descriptive rather than analytical.

A teacher wants to test a new teaching method but cannot randomly move students between classes. Instead, she uses her existing Morning Class as the "new method" group and her Afternoon Class as the "traditional" group. This is a:?. True experiment. Purely qualitative study. Autoethnography. Quasi-experimental study.

You have collected 200 pages of interview transcripts. You feel "lost" in the amount of information. According to Subtopic 4, what is your next key step?. Convert all the words into numbers using a calculator. Identify and separate the key features that focus on the research purpose. Throw away half of the data to make it easier. Stop the research and start a quantitative survey instead.

A researcher wants to know if teacher salaries affect job satisfaction. He analyzes salary data over five years (quantitative) and then conducts interviews (qualitative) to hear teachers' testimonials. Why is this considered "Mixed Methods"?. Because it integrates both numerical measurements and personal narratives to answer the query. Because it uses only one type of data but for two different years. Because it is conducted in a school setting. Because it is too difficult to answer with just one method.

An English teacher records her own lesson and later watches it to identify "dead time" where students are not engaged. This form of classroom observation is used primarily to:?. Provide data for a national census. Evaluate the students' intelligence levels. Punish students who were misbehaving. Test and reflect on classroom processes.

A principal observes a teacher and focuses only on the "Teacher’s use of the L2 (English) during instructions." This specific observation focus is called:?. Holistic observation. Unstructured interview. Focused classroom observation. Random sampling.

An English teacher administers a standardized proficiency test to 500 students across the city to determine the average TOEFL score. This data is then processed using SPSS software. This is an example of: Holistic analysis. Mixed methods research. Qualitative research. Quantitative research.

If a researcher administers the same vocabulary test to the same group of students twice under the same conditions and gets wildly different scores each time, the test lacks:?. Reliability. Ethics. Internal validity. Content validity.

A researcher first analyzes the national English test scores (quantitative) and then conducts follow-up interviews with students who scored the lowest to understand why they struggled. This is:?. Explanatory sequential design. Exploratory sequential design. Single-method research. Side-by-side design.

You are tracking the development of "fossilization" in the speech of five specific adult learners of English over a period of three years, recording them every six months. This approach is:?. Cross-sectional. Simultaneous design. Retrospective research. Longitudinal research.

According to Dörnyei (2010), when formulating a problem, which two questions should a researcher ask themselves about their research questions?. Are they worth asking and worth answering?. Are they easy to answer and fast to complete?. Are they numerical or qualitative?. Are they popular and trendy in the field?.

A principal observes a teacher and focuses only on the "Teacher’s use of the L2 (English) during instructions." This specific observation focus is called:?. Focused classroom observation. Unstructured interview. Holistic observation. Random sampling.

What is a major advantage of a longitudinal study over a cross-sectional study in Applied Linguistics?. It eliminates the need for ethical approval. It is much cheaper and faster to conduct. It requires a much larger sample size to be valid. It can establish a "temporal sequence" (what happened first).

A researcher conducts a "Simultaneous Cross-sectional Study" by testing 5-year-olds, 10-year-olds, and 15-year-olds on their grammar knowledge all in the same month. What is the main risk of this design?. High attrition rates over the 10-year gap. It takes too long to get the results. Participants will get tired of the testing. "Cohort effects" (differences might be due to different generations/education, not age).

A researcher is choosing a design. They have a limited budget and need results by next month to present at a conference. Which design should they choose?. Longitudinal qualitative case study. Cross-sectional design. Sequential explanatory design over two years. Panel study.

In research, a "variable" that is manipulated by the researcher to see if it causes a change is known as the:?. Holistic variable. Independent variable. Dependent variable. Reliable variable.

An Applied Linguist conducts a "Longitudinal Qualitative Research" (LQR) project. She asks three participants to keep weekly learner diaries for a full academic year to capture the "fluidity" of their learning experiences. What is the primary focus here?. The process of change and the participants' voices. Establishing a one-time correlation. Comparing the participants to a control group. Statistical significance of grades.

Before starting a study, a researcher provides a document to participants explaining the study's purpose and their right to withdraw at any time. This is an example of:?. Anonymity. Construct validity. Literature review. Informed consent.

A researcher is worried that her findings on a new teaching method were actually caused by the students' extra tutoring outside of class, rather than the method itself. This concern relates to:?. Face validity. External validity. Criterion validity. Internal validity.

A professor wants to study the long-term impact of a 2015 curriculum change. He looks at the 2024 test scores of students and asks them to reflect back and describe their learning habits from ten years ago. This is a:?. Prospective longitudinal study. Concurrent triangulation. Retrospective longitudinal study. Cross-sectional snapshot.

A researcher wants to understand the deep-seated cultural beliefs of students regarding English immersion programs. She spends three months observing a single classroom and taking detailed notes on student interactions. This study is primarily:?. Quantitative research. Statistical analysis. Experimental research. Qualitative research.

A researcher collects quantitative survey scores on EFL students’ motivation (n=150) and qualitative interview transcripts about their reasons for learning English. To strengthen the findings, the researcher checks whether the statistical results and the themes from the interviews point to the same conclusion about motivation. Which mixed-methods procedure is being used?. Collaboration. Convergence. Triangulation. Data merging.

Using SPSS, the researcher runs Cronbach’s alpha on the strategy-use questionnaire (α = 0.82) and checks histograms to detect entry errors before further analysis. These actions belong to:?. Screening and cleaning data + analyzing the reliability of data. Entering data only. Coding data only. Data reduction.

A study compares EFL reading strategy use between male and female university students using data already collected from a motivation questionnaire and a reading test. No variables are manipulated.This fits which type of quantitative research?. Test validation research. Studying how people are different (individual differences / ex post facto). Experimental research. Survey research.

An Ecuadorian pre-service teacher wants to investigate whether providing immediate oral corrective feedback (independent variable) improves EFL learners’ speaking accuracy (dependent variable) more than delayed feedback. Participants will be randomly assigned to two groups under controlled classroom conditions. Which quantitative research design best matches this plan?. Experimental research. Individual differences (ex post facto) research. Survey research. Correlational research.

The same report later states: “Because the p-value was .03 (< .05), we can reject the null hypothesis and conclude that Group A’s reading improvement is statistically different from Group B’s in the population.” This statement uses:?. Data coding procedures. Descriptive statistics. Inferential statistics. Only measures of central tendency.

After collecting 300 completed questionnaires from EFL students, the researcher checks that every participant answered all items and assigns each student a unique ID code before entering data. This stage is called:?. Coding data. Screening and cleaning data. Reducing data. Checking and organizing data.

A teacher-researcher examines existing student records to see if there is a relationship between hours spent on Duolingo (independent variable) and final EFL exam scores (dependent variable) without manipulating any conditions. This is an example of:?. Individual differences research. Language testing validation research. Experimental research. Correlational research.

In a mixed-methods report on technology in Ecuadorian EFL classrooms, the researcher presents survey results and interview themes together in the results section (not separated by method) and shows how they complement each other. This writing approach demonstrates:?. The use of only one-after-the-other design. The need to keep quantitative and qualitative sections completely separate. The key principle of integration in mixed-methods reporting. That data triangulation is the same as mixed methods.

In the results section of a qualitative study on Ecuadorian EFL classroom dynamics, the researcher includes double-indented data excerpts, indented researcher comments on those excerpts, and italicized larger arguments about what the data means. This writing technique demonstrates:?. Proficient qualitative writing that integrates data excerpts, comments, and argument. The assumption that raw data will speak for itself. The use of only quantitative tables and graphs. Strict adherence to APA numerical reporting rules.

In the methods section of a mixed-methods EFL study, the researcher must justify why both quantitative survey data and qualitative interview data were collected and explain how the two datasets were integrated to answer the research questions. This requirement comes from the principle that:?. Data triangulation alone is sufficient. Mixing data is optional in MMR. Only quantitative data needs justification. Any mixed-methods investigation must explain why and how two distinct approaches were blended.

An Ecuadorian EFL teacher-researcher spends six months observing and interviewing students in a rural high-school English class to understand how social relationships influence their willingness to speak English. The researcher keeps a detailed diary of personal reflections during observations and treats the data as a single body of lived experience rather than isolated numbers. Which core principle of qualitative research is being applied?. Strict control of variables and random assignment. Emphasis on meaning, participant perspectives, and the researcher as part of the interpretation process. Use of large sample sizes to generalize to the entire population. Focus only on statistical relationships between discrete variables.

When writing the final mixed-methods report on EFL learner motivation, the author uses clear, concise, formal language, avoids first-person pronouns (“I,” “me,” “my”), includes headings and bullet points, and ends with practical suggestions for teachers. These choices reflect which general consideration for research reports?. Intellectual, formal, easy-to-follow style with no personal pronouns and helpful organization. Only numerical tables without any explanatory text. Flashy and creative language to engage readers. Exclusive use of the passive voice in every sentence.

A quantitative report on EFL reading scores includes the mean = 28.4, median = 27, mode = 25, and standard deviation = 6.2 for two groups over six months. These values are examples of:?. Postpositivist philosophy. Descriptive statistics. Parameters of the population. Inferential statistics only.

The structure of a mixed-methods research report on sociolinguistic competence in Ecuador includes: Title, Abstract, Introduction, Literature Review, Methodology (with both quant and qual strands), Results (integrated), Discussion, and Conclusion. These sections match the:?. Steps used only in purely qualitative reports. APA formatting rules for appendices only. Convergent design checklist alone. Common elements required in any research report.

An applied linguistics student plans to analyze the reliability and validity of a new 50-item Ecuadorian EFL placement test before using it with learners. This study belongs to:?. Research on language tests and evaluations. Correlational research. Experimental research. Survey research.

A researcher studying intercultural communication in Ecuadorian EFL contexts uses email interviews with informants from different countries, verbatim coding of responses, and extraction of themes such as “small culture” and “language as identity.” The study challenges common Western assumptions about national cultures. This example matches the sample study of:?. Creswell’s convergent mixed-methods design. Dörnyei’s quantitative typology development. Phakiti (2003) on cognitive strategies in reading tests. Holliday (2010, 2011) on political descriptions of national cultures.

An applied linguistics researcher wants to generalize findings about the effect of extensive reading on vocabulary growth from a sample of 80 Ecuadorian high-school students to the entire population of similar students in the country. Which branch of statistics will allow the researcher to make this generalization?. Inferential statistics. Descriptive statistics only. Measures of variability. Content analysis.

An experimental study compares the mean grammar post-test scores of two groups: one taught with traditional methods (n=30) and one taught with gamification (n=32). The researcher wants to check if the difference is statistically significant. Which test should be used?. Content analysis. Spearman’s rank order correlation. Independent-samples t-test. ANOVA.

A researcher collects 25 semi-structured interviews with Ecuadorian EFL teachers about their experiences with AI tools in the classroom. The goal is to identify recurring words and patterns (e.g., frequency of “time-saving”, “accuracy problems”, “student motivation”). Which qualitative method is most appropriate?. Inferential statistics. Parametric testing. Grounded theory. Content analysis.

The researcher decides that the qualitative interview findings are more important than the survey numbers and therefore gives priority to the qualitative data when interpreting the overall results. According to mixed-methods principles, this decision:?. Means only quantitizing will be used. Is irrelevant to data mixing. Requires independent mixing only. Helps organize the analysis and interpretation.

An Ecuadorian pre-service teacher wants to investigate how social media influences the development of sociolinguistic competence in secondary-school English learners. This topic belongs to which area of applied linguistics research?. Assessment and Assessment-related Topics. Politics, Policies and Practices in Language Education. Technology and Technology-enhanced Instruction. Language Skills and Subskills.

After finding a statistically significant difference in motivation scores between two groups (high vs. low), the researcher uses those quantitative groups to examine how the students’ interview comments differ According to category development principles, this is legitimate because:?. Qualitative data cannot be grouped this way. The sorting category is quantitative and derived from a statistically significant group difference. Only triangulation allows this. The sorting category was originally qualitative.

An EFL teacher collects survey data from 120 university students asking: “How often do you practice English outside class?” with options: Never / Once a week / 2–3 times a week / Every day. Which type of quantitative data has the teacher collected?. Ordinal data. Ratio data. Interval data. Nominal (categorical) data.

A researcher plans to study whether Ecuadorian EFL teachers feel prepared to incorporate critical thinking skills into their lessons. Before proceeding, the researcher should ask: “Do I have access to the research site and/or participants” and “Do I have the time, resources and skills?” These questions evaluate:?. Whether the study advances knowledge. Whether the study fills a gap in the literature. Whether the researcher can study the problem. Whether the study contributes to practice.

In a mixed-methods study, the researcher converts qualitative themes about classroom anxiety into numerical frequency scores and then combines them with quantitative survey results to create a single new variable called “anxiety index.” This technique is called:?. Convergence. Collaboration. Independent mixing. Data merging.

A student proposes the research question: “What role should sociolinguistic competence play in teacher training and the assessment of teacher readiness in Ecuador?” According to the Compendium example, this question:?. Belongs to the area of “Teachers and Teacher Education”. Only requires quantitative data. Cannot be aligned with applied linguistics topics. Is not feasible for mixed-methods research.

The same researcher also asks: “Does this study advance knowledge?” and “Will it fill a gap or void in the existing literature?” These questions evaluate:?. Only the quantitative part of the design. Whether the researcher should study the problem. Feasibility of data collection. Category development.

In mixed-methods research in applied linguistics, the first critical step to design a study about EFL teaching or learning in Ecuador is:?. Making good research questions aligned to solve, explore or analyze a learning/teaching process. Quantitizing all qualitative data first. Choosing the statistical test. Deciding whether to use independent or interactive mixing.

The main purpose of typology/category development in mixed methods is to:?. Avoid using statistics. Replace triangulation. Only transform qualitative data into numbers. Classify the information better by dividing the sample into subsamples.

A researcher classifies 200 EFL students into three proficiency levels (Beginner / Intermediate / Advanced) and records whether they passed or failed a standardized exam. Which non-parametric test is most suitable to check if proficiency level and exam success are related?. Chi-square test. Wilcoxon signed-rank test. Kruskal-Wallis test. Spearman’s rank order correlation.