Question 1

What does quantitative data refer to?

Accepted Answer

Numerical data that could usefully be quantified to help you answer your search question(s).

Answer

Statistical analysis

Answer

Graphs and tables

Answer

Any data you present in your report

Question 2

Which measure of central tendency is obtained by calculating the sum of values and dividing this figure by the number of values there are in the data set?

Accepted Answer

Mean

Answer

Mode

Answer

Range

Answer

Median

Question 3

What method is used to compute the average or central value of collected data?

Accepted Answer

Measures of central tendency

Answer

Measures of positive variation

Answer

Measures of negative skewness

Answer

Measures of negative variation

Question 4

What does standard deviation refer to?

Accepted Answer

A way of measuring the extent of spread of quantifiable data.

Answer

Inappropriate in management and business research.

Answer

A way of describing those phenomena that are not the norm.

Answer

Represents a numerical average for a set of responses.

Question 5

What is the mode of the ff. numbers 1,12,15,15,13,19,16,13,16,16?

Accepted Answer

16

Answer

13

Answer

15

Answer

1

Question 6

What is the mean of the ff. numbers 10,39,71,39,76,38,25?

Accepted Answer

42.5

Answer

35.5

Answer

39

Answer

42

Question 7

What is a qualitative data analysis method that is used to analyze content from various sources, such as interviews of respondents, observations from the field, or surveys? It focuses on using the stories and experiences shared by people to answer the research questions.

Accepted Answer

Narrative

Answer

Grounded Theory

Answer

Content

Answer

Thematic

Question 8

Which method of data analysis is used to analyze documented information in the form of texts, media, or even physical items characteristics?

Accepted Answer

Content

Answer

Narrative

Answer

Thematic

Answer

Grounded Theory

Question 9

What is a type of conversation between two or more people (the interviewer and the interviewee) where questions are asked by the interviewer to obtain information from the interviewee following structured guidelines or pointers?

Accepted Answer

Individual Interview

Answer

Questionnaires

Answer

Vlogs

Answer

Observation

Question 10

Which statement pertains to thematic analysis of data?

Accepted Answer

It shows the main themes that summarize all the views collected.

Answer

It is used in conjunction with other methods.

Answer

It involves looking at each case narratives.

Answer

It enables one to focus on human behavior in an indirect way by analyzing their communication.

Question 11

What is the range of processes and procedures whereby we move from the qualitative data that have been collected into some form of explanation, understanding, or interpretation of the people and situations we are investigating?

Accepted Answer

Qualitative Data Analysis

Answer

Interpretation of Data

Answer

Quantitative Data Analysis

Answer

Data Gathering Method

Question 12

Which of the following is NOT a step in data interpretation?

Accepted Answer

Think beyond the data.

Answer

Consider the data from various perspectives.

Answer

Disregard outlying data or data that seems to be an exception.

Answer

Assumptions and beliefs should be made to influence your interpretation

Question 13

Which of the following is NOT part of qualitative data preparation and analysis?

Accepted Answer

The researchers describe the relationship between two or more variables.

Answer

The researchers identify the patterns, design, and connections.

Answer

The researchers get close and personal with the data.

Answer

The researchers revisit the research objectives of their study.

Question 14

Which of the following theme will best fit the question "What is the most common reason for students who enrolled in the Distance Learning School”?

Accepted Answer

Working Student

Answer

No Smoking Policy

Answer

Special Education (SPED)

Answer

No Plastics Policy

Question 15

Which of the following is NOT a primary step in data analysis?

Accepted Answer

Data Collection

Answer

Data Visualization

Answer

Data Interpretation

Answer

Data Cleaning

Question 16

Which data analysis method is used to summarize the main characteristics of a dataset?

Accepted Answer

Descriptive statistics

Answer

Cluster analysis

Answer

Predictive modeling

Answer

Inferential statistics

Question 17

What does the term "outlier" refer to in data analysis?

Accepted Answer

A data point that is outside the expected range

Answer

A visualization technique for identifying trends

Answer

A data point that is included in the analysis

Answer

A statistical test used to identify extreme values

Question 18

Which of the following is an example of an exploratory data analysis technique?

Accepted Answer

Histogram

Answer

T-test

Answer

Regression analysis

Answer

ANOVA

Question 19

Which data analysis method is used to identify relationships and patterns in data?

Accepted Answer

Correlational Analysis

Answer

Factor Analysis

Answer

Principal Component Analysis (PCA)

Answer

Time series analysis

Question 20

What is the purpose of hypothesis testing in data analysis?

Accepted Answer

To determine if a sample is representative of a population

Answer

To visualize data in a meaningful way

Answer

To summarize data using descriptive statistics

Answer

To make predictions about future data points

Question 21

Which of the following is a non-parametric statistical test used in data analysis?

Accepted Answer

Chi-square test

Answer

Student's t-test

Answer

Analysis of Variance (ANOVA)

Answer

Pearson correlation coefficient

Question 22

Which data analysis method is used to detect and correct errors in a dataset?

Accepted Answer

Data Validation

Answer

Data Transformation

Answer

Data Imputation

Answer

Data Mining

Question 23

Which statistical test is used to determine if there is a significant difference between two groups?

Accepted Answer

Analysis of Variance (ANOVA)

Answer

Chi-square test

Answer

Kruskal-Wallis test

Answer

Mann-Whitney U test

Question 24

Which of the following is a type of qualitative data analysis method?

Accepted Answer

Content analysis

Answer

Cluster analysis

Answer

Factor analysis

Answer

Regression analysis

Question 25

What is the purpose of data normalization in data analysis?

Accepted Answer

To transform data to a common scale

Answer

To impute missing values in the dataset

Answer

To remove outliers from the dataset

Answer

To identify patterns in the dataset

Question 26

Which of the following is a data analysis method used to explore the relationships between variables in a small sample of cases?

Accepted Answer

Case study analysis

Answer

Latent class analysis

Answer

Network analysis

Answer

Factorial analysis of variance

Question 27

What is the purpose of randomization in experimental research?

Accepted Answer

To control for confounding variables

Answer

To select a representative sample from the population

Answer

To increase the statistical power of the study

Answer

To ensure equal representation of groups in the sample

Question 28

Which data analysis method is used to examine the sequence and timing of events in a research study?

Accepted Answer

Survival analysis

Answer

Cluster analysis

Answer

Factor analysis

Answer

Latent growth curve modeling

Question 29

What is the purpose of statistical power analysis in research?

Accepted Answer

To determine the appropriate sample size for a study

Answer

To estimate the effect size of a study

Answer

To evaluate the reliability of measures used in a study

Answer

To test the statistical significance of study findings

Question 30

Which of the following is an example of a qualitative data analysis method that involves identifying themes and patterns in the data?

Accepted Answer

Grounded theory analysis

Answer

Principal component analysis

Answer

Structural equation modeling

Answer

Analysis of variance

Question 31

What is the purpose of coding in qualitative data analysis?

Accepted Answer

To categorize and organize qualitative data

Answer

To visualize qualitative data using charts and graphs

Answer

To calculate statistical measures from qualitative data

Answer

To transform qualitative data into quantitative data

Question 32

Which data analysis method is used to determine the strength and direction of a relationship between two variables?

Accepted Answer

Correlation analysis

Answer

Factor analysis

Answer

Regression analysis

Answer

Time series analysis

Question 33

What is the purpose of writing research findings?

Accepted Answer

To communicate the results of the study

Answer

To present the research methodology

Answer

To propose future research directions

Answer

To summarize the literature review

Question 34

Which of the following is TRUE about writing research findings?

Accepted Answer

It should be based on the analysis of collected data.

Answer

It should provide a detailed explanation of the research objectives.

Answer

It should include subjective interpretations of the data.

Answer

It should present general background information.

Question 35

What is the role of data analysis in writing research findings?

Accepted Answer

To interpret the results and draw conclusions

Answer

To describe the research methods used

Answer

To provide background information on the topic

Answer

To present the research limitations

Question 36

Andrea is writing for her research findings based on the data gathered on the impact of her project to the recipient's wellbeing. What is the best statement to share her research finding?

Accepted Answer

"The data show a significant increase in participants' satisfaction levels."

Answer

"The researcher believes that these findings are accurate."

Answer

"The results don't make much sense."

Answer

"The results were really surprising."

Question 37

In writing the conclusion section of a research report, what is the primary objective?

Accepted Answer

To summarize the key findings and their implications

Answer

To provide a comprehensive analysis of the results

Answer

To summarize the methods and procedures used in the study

Answer

To present new data or findings not discussed in the main body of the report

Question 38

Victor is writing his conclusions based on the research findings. How should he relate the findings to the research objectives?

Accepted Answer

Evaluate the findings against the research objectives and assess their alignment.

Answer

Highlight only the findings that directly support the objectives.

Answer

Discuss the findings in isolation without considering the research objectives.

Answer

Ignore the research objectives and focus solely on the implications of the findings.

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