MIXED

Which of the following is a valid rationale for using mixed methods?. Publishing in qualitative journals only. Avoiding complex statistical analysis. Reducing the sample size. Validating results through triangulation.

A frequency distribution table is used to: Conduct hypothesis testing. Display the research problem. Analyze qualitative data. Show the spread of data over intervals.

What is axial coding used for?. Testing categories. Randomizing data. Linking categories and subcategories. Labeling quantitative data.

What should a writer avoid in the discussion section of a research report?. Speculating without evidence. Summarizing key findings. Discussing implications. Linking findings to the literature.

Why are longitudinal studies valuable in language acquisition research?. They reveal developmental patterns and trajectories. They eliminate time effects. They rely only on surveys. They ignore individual differences.

What is a key challenge in writing a mixed methods report?. Choosing font size. Integrating different data types. Managing ethical issues. Including literature review.

Which is NOT a rationale for using mixed methods?. Triangulating findings to validate results. Expanding understanding by using complementary data. Reducing the workload of the researcher. Offsetting weaknesses of one approach with strengths of another.

A panel study differs from a trend study in that: Data are collected only once. The same individuals are followed over time. Different samples are used at each time point. It avoids follow-up procedures.

Which statistical method measures the strength and direction between two variables?. ANOVA. Regression. Mode. Correlation.

In a convergent mixed methods design, data are: Collected sequentially. Collected at the same time and merged. Collected and analyzed separately. Not collected at all.

A strength of longitudinal qualitative studies is: Capturing how meanings and identities shift through time. Providing large-scale numerical generalizations. Avoiding ethical review. Requiring minimal researcher engagement.

What kind of graph is best used to show frequency distribution?. Histogram. Line graph. Scatter plot. Pie chart.

When formulating mixed methods research questions, it is important to: Write only qualitative questions. Skip hypotheses entirely. Include separate and integrative questions. Avoid aligning the questions with data types.

In APA, how should figures be labeled?. Figure 1. Title below the figure. Figure 1: Title above the figure. Figure 1: Title in the caption box. Figure 1. Title placed at the end.

When reporting quantitative findings, which statistical measure is commonly included?. Case studies. Thematic coding. Mean, median, and mode. Interview summaries.

In APA format, how should tables be labeled?. As Table 1, Table 2, etc., with italicized titles. Using only titles without numbers. With Roman numerals and titles in bold. As Figure 1, Figure 2, etc.

Which data collection method suits longitudinal qualitative research best?. One-time online questionnaires. Laboratory experiments. Secondary database analysis only. Repeated in-depth interviews or observations.

Which of the following is essential when writing the limitations section of a research report?. Discussing potential biases. Including detailed statistical analysis. Providing a list of references. Ignoring any weaknesses.

Which of the following is a step in content analysis?. Transcribing videos. Conducting experiments. Using random sampling. Categorizing codes.

What is the primary purpose of the "Discussion" section in a quantitative report?. To write citations. To interpret results and relate them to hypotheses. To repeat the method. To list all tables.

What is commonly included in the findings of a qualitative report?. ANOVA results. Quotations from participants. Histograms. Inferential statistics.

Which qualitative method involves systematic coding of text data?. Grounded Theory. t-test. Regression. Meta-analysis.

What is the mean of the dataset: 2, 4, 6, 8, 10?. 6. 7. 8. 9.

Which citation style is often preferred in quantitative reports involving education research?. IEEE. APA. Turabian. Chicago.

The Chi-square test is used for: Normally distributed data. Interval data. Categorical data. Ratio data.

Category development in qualitative research involves: Ignoring non-relevant data. Choosing statistical formulas. Grouping similar codes. Selecting survey tools.

Which of the following is NOT a common qualitative data source?. Surveys with closed questions. Observations. Focus groups. Interviews.

Which test would be best for comparing two independent groups with non-normal data?. Pearson correlation. Chi-square test. Mann-Whitney U test. Paired t-test.

What is applied research focused on?. Understanding abstract concepts. Solving practical problems. Testing laws of physics. Developing theory only.

What is the correct order of sections in a typical quantitative research report?. Title, Abstract, Introduction, Method, Results, Discussion. Abstract, Literature Review, Method, Results, Discussion. Title, Literature Review, Results, Method, Conclusion. Introduction, Method, Results, Discussion, Conclusion.

What is the primary purpose of the introduction section in a research report?. To provide background and rationale for the study. To discuss limitations. To summarize findings. To present the data analysis.

Which of the following is a continuous variable?. Eye color. Gender. Number of children. Weight.

Which term corresponds to "validity" in qualitative research?. Reliability. Randomization. Credibility. Generalizability.

What is a key characteristic of qualitative research reporting?. Emphasis on numbers and metrics. Focus on participants' perspectives and context. Use of statistical tests. Rigid structure and format.

What edition of the APA manual introduced updated guidelines for bias-free language?. 5th. 7th. 6th. 4th.

What distinguishes longitudinal research in applied linguistics?. Observation of language development over extended periods. Focus solely on test validity. Comparison of different learner groups only. Study of learners at a single point in time.

In the "Results" section, what is typically excluded?. Significance levels. Statistical findings. Interpretation of findings. Tables and charts.

Choose the correct option. Read the following extract and identify the best method to collect data: "Analysis of Assessment Techniques for Reading Comprehension in EFL". Qualitative method. Experimental research method. Mixed method research. Quantitative method.

What type of data is the variable "temperature in Celsius"?. Nominal. Interval. Ratio. Ordinal.

Which part of the report includes operational definitions of variables?. Introduction. Method. Results. Abstract.

Longitudinal qualitative research (LQR) emphasizes: Fixed survey items. Randomized sampling. How participants' experiences evolve over time. Statistical changes.

What is the purpose of a literature review in a research report?. To establish the theoretical framework and context for the study. To provide personal opinions. To summarize findings. To discuss future research directions.

Which of the following is NOT typically emphasized in APA formatting?. Double-spacing. A reference page. In-text citations. Footnotes for all references.

Reflexivity in qualitative or mixed methods research refers to: Using reflexive pronouns. Researcher's awareness of their influence on the study. Reflection in mirrors. Repeating procedures.

A mixed methods report often includes: Statistical software descriptions only. Separate results and integrated discussion. Only quotes from participants. No methodology section.

A p-value of 0.03 suggests that: The result is not statistically significant. The result is statistically significant. The hypothesis is proven. The sample is too small.

If two variables are correlated, it means: They change together in a predictable way. They are statistically identical. One causes the other. They are equal in value.

A major challenge in longitudinal language studies is: Lack of software tools. Too short observation periods. Participant attrition over time. Collecting numerical data.