IDENTIFICATION & ENUMERATION
STATISTICAL ANALYSIS
A. DATA PRESENTATION & INTERPRETATION
B. DATA PRESENTATION & INTERPRETATION
STEM RESEARCH
10

What part of a statistical table indicates the measurement used for the data values presented?

Unit of measurement

10

This type of variable is manipulated by the researcher to observe its effect.

Independent variable

10

It refers to the manipulation of collected data to produce results that answer specific research problems.

Data processing

10

These are unprocessed or unorganized data gathered directly from the population.

Raw data

10

This type of research focuses on the collection and analysis of numerical data and uses deduction.

Quantitative research

20

The graphical presentation used to show continuous change or trend over time.

Line graph

20

A distribution that is symmetrical, bell-shaped, and where the mean, median, and mode are equal.

Normal distribution

20

Data that have already been processed, summarized, or categorized.

Output data

20

The process of examining collected data to detect errors and omissions.

Editing of data

20

The part of a quantitative research process that must be completed before data gathering and strengthens data interpretation through linking.


Review of Related Literature (RRL)

30

Enumerate any three (3) characteristics of a good quantitative research question.

Any three of the following:

  • Objective
  • Ethical
  • Feasible
  • Grounded on theory
30

The statistical assumption used to decide whether parametric or non-parametric tests should be applied.

Normality

30

A graphical method used to show how parts of a whole relate to the total.

Pie chart / Circle graph

30

The method of organizing data into homogeneous groups for easier interpretation.

Classification of data

30

The research framework that serves as the blueprint of the study and weaves variables with theories.

Conceptual framework

40

Enumerate the three (3) characteristics that results in discussion should have.

- Systematic

- Logical

- Comprehensive

40

A statistical test used to compare the means of two independent groups when the data are normally distributed.

Independent t-test

40

The process of summarizing raw data and presenting them in compact form using rows and columns.

Tabulation of data

40

The form of data presentation that uses graphical or visual formats instead of sentences and paragraphs.

Non-prose materials

40

The research process that goes beyond analysis by making inferences and drawing conclusions about relationships among variables.

Interpretation

50

What are the steps in Data Analysis?

1. Organizing and preparing the data

2. Analyzing Data

3. Interpreting Results

50

The statistical value that determines whether the null hypothesis should be rejected or not, commonly compared to α = 0.05.

p-value

50

Which two common mistakes should be avoided when using pictographs in data presentation?

  • Using pictographs for large data sets

  • Using partial icons that may confuse interpretation

50

The research process that explains the true meaning of data in relation to the purpose of the study.

Data interpretation

50

IMRAD is an acronym that stands for the main sections of a research paper. What does IMRAD stand for?

Introduction, Methods/Methodology Results, and Discussion

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