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How to Design and Evaluate Research in Education
(The Research Problem) and (Variables and Hypotheses )
Chapter 2 & 3
By: Rania Qasrawi
Outline of Chapter 2 and 3
• Main Points in Chapter 2 and 3.
• Expansion, themes, and explanation
• Examples and Questions
Ice-Breaking Activity
Main Points
• 1. What Is a Research Problem?
• 2. Research Questions.
• 2.1 Characteristics of Good Research Questions.
• 3. Defining Terms.
• 4. The Importance of Studying Relationships
• 5. What is a variable?
• 5.1 Quantitative Versus Categorical Variables.
• 5.2 Independent Versus Dependent Variables, Moderator Variables, Extraneous variables
• 6. What is a Hypothesis?
• 6.1 Advantages of Stating Hypotheses, Disadvantages of Stating Hypotheses.
• 6.2 Directional Versus Non-directional Hypotheses
What Is a Research Problem?
• A research problem is exactly that a problem that someone would like to
research. A problem can be anything that a person finds unsatisfactory or
unsettling, a difficulty of some sort, a state of affairs that needs to be
changed, anything that is not working as well as it might. Problems
involve areas of concern to researchers, conditions they want to improve,
difficulties they want to eliminate, questions they want to answer.
Research Questions
• Usually a research problem is initially posed as a question, which serves
as the focus of the researcher’s investigation. What all research questions
have in common is that we can collect data of some sort to answer them
(at least in part). That’s what makes them researchable. For example, a
researcher can measure the satisfaction levels of clients who receive
different methods of therapy.
Characteristics of Good Research
Questions
• There are certain characteristics of good research questions, such as being:
• feasible
• clear
• significant
• ethical
Defining Terms.
There are essentially three ways to clarify important terms in a research question.
1. The first is to use a constitutive definition that is, to use what is often referred to as the
dictionary approach. Researchers simply use other words to say more clearly what is meant.
2. Another way is to clarify terms by example. Researchers might think of a few
humanistic classrooms with which they are familiar and then try to describe as fully as
possible what happens in these classrooms.
3. Thus, a third method of clarification is to define important terms operationally.
Operational definitions require that researchers specify the actions or operations necessary
to measure or identify the term.
The Importance of Studying Relationships
An important characteristic of many research questions is that
they suggest a relationship of some sort to be investigated.
*Not all research questions, however, suggest relationships.
Sometimes researchers are interested only in obtaining
descriptive information to find out how people think or feel or
to describe how they behave in a particular situation.
What is a variable?
• At this point, it is important to introduce the idea of variables, since a
relationship is a statement about variables.
• A variable is a concept—a noun that stands for variation within a class of
objects, such as chair, gender, eye color, achievement, motivation, or running
speed.
• Notice that the individual members in the class of objects, however, must differ
or vary to qualify the class as a variable. If all members of a class are identical,
we do not have a variable. Such characteristics are called constants, since the
individual members of the class are not allowed to vary, but rather are held
constant. In any study, some characteristics will be variables, while others will be
constants.
Quantitative Versus Categorical Variables
• Variables can be classified in several ways. One way is to distinguish between
quantitative and categorical variables. Two obvious examples are height (John
is 6 feet tall and Sally is 5 feet 4 inches) and weight.
• By way of contrast, categorical variables do not vary in degree, amount, or
quantity but are qualitatively different. Examples include eye color, gender,
religious preference, occupation, position on a baseball team, and most kinds
of research “treatments” or “methods.”
Quantitative Versus Categorical Variables
Researchers in education often study the relationship
between (or among) either:
- Two quantitative variables.`
- One categorical and one quantitative variable.
- Two categorical variables.
Independent Versus Dependent Variables
• Independent variables are those that the researcher chooses to study in
order to assess their possible effect(s) on one or more other variables
• The variable that the independent variable is presumed to affect is called a
dependent variable
• childhood success in mathematics and adult career choice .
Moderator Variables
• A moderator variable is a special type of independent variable. It is a
secondary independent variable that has been selected for study in order to
determine if it affects or modifies the basic relationship between the
primary independent variable and the dependent variable.
• “Anxiety affects test performance, but the correlation is markedly lower
for students with test-taking experience.”
Extraneous variables
Extraneous independent variables that have not been controlled.
Extraneous variables
• Size of class
• Gender of students
• Gender of teacher
• Age of teacher
• Time of day class meets
• Days of week class meets
• Ethnicity of teacher
• Length of class
What is a Hypothesis?
• A hypothesis is, simply put, a prediction of the possible outcomes of a
study. For example, here is a research question followed by its restatement
in the form of a possible hypothesis:
Advantages of Stating Hypotheses
• First, a hypothesis forces us to think more deeply and specifically about the
possible outcomes of a study.
• A second advantage of restating questions as hypotheses involves a philosophy of
science. The rationale underlying this philosophy is as follows: If one is
attempting to build a body of knowledge in addition to answering a specific
question, then stating hypotheses is a good strategy because it enables one to
make specific predictions based on prior evidence or theoretical argument.
• Lastly, stating a hypothesis helps us see if we are, or are not, investigating a
relationship. If not, we may be prompted to formulate one.
Significant Hypotheses
• Pair 1
• Second graders like school less than they like watching television.
• Second graders like school less than first graders but more than third graders.
• Pair 2
• Most students with academic disabilities prefer being in regular classes rather than in special
classes.
• Students with academic disabilities will have more negative attitudes about themselves if they are
placed in special classes than if they are placed in regular classes.
• Pair 3
• Counselors who use client-centered therapy procedures get different reactions from counselees than
do counselors who use traditional therapy procedures
Directional Versus Non-directional
Hypotheses
• Let us make a distinction between directional and non-directional hypotheses.
• A directional hypothesis indicates the specific direction (such as higher, lower,
more, or less) that a researcher expects to emerge in a relationship. The particular
direction expected is based on what the researcher has found in the literature,
from personal experience, or from the experience of others.
• A non-directional hypothesis does not make a specific prediction about what
direction the outcome of a study will take.
• Null Hypothesis ( H0)
Examples
Examples
Researchable Versus Not- researchable
Questions
• Should I put my youngster in preschool?
• What is the best way to learn to read?
• Do children enrolled in preschool develop better social skills than children
not enrolled?
• Who commits more crimes poor people or rich people?
• Should philosophy be included in the high school curriculum?
• What is the meaning of life?
Examples
Which ones are quantitative variables and
which ones are categorical variables?
Learning ability Ethnicity Cohesiveness Heartbeat rate
Gender
Quantitative Versus Categorical Variables
(Let’s Think)
• Age and amount of interest in school
• Reading achievement and mathematics achievement
• Classroom humanism and students motivation
• Method used to teach reading and reading achievement
• Counseling approach and level of anxiety
• Ethnicity and father’s occupation
• Gender of teacher and subject taught
Independent Versus Dependent Variables
• Gender and Musical aptitude
• Mathematical ability Career choice
• Test anxiety and Test performance
Answers
• Dependent Independent
• Gender (categorical) Musical aptitude (quantitative)
• Mathematical ability (quantitative) Career choice (categorical)
• Test anxiety (quantitative) Test performance (quantitative)
Thank You !
Any Questions?

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Presentation: Research Problem, Questions, Variables and Hypotheses

  • 1. How to Design and Evaluate Research in Education (The Research Problem) and (Variables and Hypotheses ) Chapter 2 & 3 By: Rania Qasrawi
  • 2. Outline of Chapter 2 and 3 • Main Points in Chapter 2 and 3. • Expansion, themes, and explanation • Examples and Questions
  • 4. Main Points • 1. What Is a Research Problem? • 2. Research Questions. • 2.1 Characteristics of Good Research Questions. • 3. Defining Terms. • 4. The Importance of Studying Relationships • 5. What is a variable? • 5.1 Quantitative Versus Categorical Variables. • 5.2 Independent Versus Dependent Variables, Moderator Variables, Extraneous variables • 6. What is a Hypothesis? • 6.1 Advantages of Stating Hypotheses, Disadvantages of Stating Hypotheses. • 6.2 Directional Versus Non-directional Hypotheses
  • 5. What Is a Research Problem? • A research problem is exactly that a problem that someone would like to research. A problem can be anything that a person finds unsatisfactory or unsettling, a difficulty of some sort, a state of affairs that needs to be changed, anything that is not working as well as it might. Problems involve areas of concern to researchers, conditions they want to improve, difficulties they want to eliminate, questions they want to answer.
  • 6. Research Questions • Usually a research problem is initially posed as a question, which serves as the focus of the researcher’s investigation. What all research questions have in common is that we can collect data of some sort to answer them (at least in part). That’s what makes them researchable. For example, a researcher can measure the satisfaction levels of clients who receive different methods of therapy.
  • 7. Characteristics of Good Research Questions • There are certain characteristics of good research questions, such as being: • feasible • clear • significant • ethical
  • 8. Defining Terms. There are essentially three ways to clarify important terms in a research question. 1. The first is to use a constitutive definition that is, to use what is often referred to as the dictionary approach. Researchers simply use other words to say more clearly what is meant. 2. Another way is to clarify terms by example. Researchers might think of a few humanistic classrooms with which they are familiar and then try to describe as fully as possible what happens in these classrooms. 3. Thus, a third method of clarification is to define important terms operationally. Operational definitions require that researchers specify the actions or operations necessary to measure or identify the term.
  • 9. The Importance of Studying Relationships An important characteristic of many research questions is that they suggest a relationship of some sort to be investigated. *Not all research questions, however, suggest relationships. Sometimes researchers are interested only in obtaining descriptive information to find out how people think or feel or to describe how they behave in a particular situation.
  • 10. What is a variable? • At this point, it is important to introduce the idea of variables, since a relationship is a statement about variables. • A variable is a concept—a noun that stands for variation within a class of objects, such as chair, gender, eye color, achievement, motivation, or running speed. • Notice that the individual members in the class of objects, however, must differ or vary to qualify the class as a variable. If all members of a class are identical, we do not have a variable. Such characteristics are called constants, since the individual members of the class are not allowed to vary, but rather are held constant. In any study, some characteristics will be variables, while others will be constants.
  • 11. Quantitative Versus Categorical Variables • Variables can be classified in several ways. One way is to distinguish between quantitative and categorical variables. Two obvious examples are height (John is 6 feet tall and Sally is 5 feet 4 inches) and weight. • By way of contrast, categorical variables do not vary in degree, amount, or quantity but are qualitatively different. Examples include eye color, gender, religious preference, occupation, position on a baseball team, and most kinds of research “treatments” or “methods.”
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  • 13. Quantitative Versus Categorical Variables Researchers in education often study the relationship between (or among) either: - Two quantitative variables.` - One categorical and one quantitative variable. - Two categorical variables.
  • 14. Independent Versus Dependent Variables • Independent variables are those that the researcher chooses to study in order to assess their possible effect(s) on one or more other variables • The variable that the independent variable is presumed to affect is called a dependent variable • childhood success in mathematics and adult career choice .
  • 15. Moderator Variables • A moderator variable is a special type of independent variable. It is a secondary independent variable that has been selected for study in order to determine if it affects or modifies the basic relationship between the primary independent variable and the dependent variable. • “Anxiety affects test performance, but the correlation is markedly lower for students with test-taking experience.”
  • 16. Extraneous variables Extraneous independent variables that have not been controlled. Extraneous variables • Size of class • Gender of students • Gender of teacher • Age of teacher • Time of day class meets • Days of week class meets • Ethnicity of teacher • Length of class
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  • 18. What is a Hypothesis? • A hypothesis is, simply put, a prediction of the possible outcomes of a study. For example, here is a research question followed by its restatement in the form of a possible hypothesis:
  • 19. Advantages of Stating Hypotheses • First, a hypothesis forces us to think more deeply and specifically about the possible outcomes of a study. • A second advantage of restating questions as hypotheses involves a philosophy of science. The rationale underlying this philosophy is as follows: If one is attempting to build a body of knowledge in addition to answering a specific question, then stating hypotheses is a good strategy because it enables one to make specific predictions based on prior evidence or theoretical argument. • Lastly, stating a hypothesis helps us see if we are, or are not, investigating a relationship. If not, we may be prompted to formulate one.
  • 20. Significant Hypotheses • Pair 1 • Second graders like school less than they like watching television. • Second graders like school less than first graders but more than third graders. • Pair 2 • Most students with academic disabilities prefer being in regular classes rather than in special classes. • Students with academic disabilities will have more negative attitudes about themselves if they are placed in special classes than if they are placed in regular classes. • Pair 3 • Counselors who use client-centered therapy procedures get different reactions from counselees than do counselors who use traditional therapy procedures
  • 21. Directional Versus Non-directional Hypotheses • Let us make a distinction between directional and non-directional hypotheses. • A directional hypothesis indicates the specific direction (such as higher, lower, more, or less) that a researcher expects to emerge in a relationship. The particular direction expected is based on what the researcher has found in the literature, from personal experience, or from the experience of others. • A non-directional hypothesis does not make a specific prediction about what direction the outcome of a study will take. • Null Hypothesis ( H0)
  • 23. Examples Researchable Versus Not- researchable Questions • Should I put my youngster in preschool? • What is the best way to learn to read? • Do children enrolled in preschool develop better social skills than children not enrolled? • Who commits more crimes poor people or rich people? • Should philosophy be included in the high school curriculum? • What is the meaning of life?
  • 24. Examples Which ones are quantitative variables and which ones are categorical variables? Learning ability Ethnicity Cohesiveness Heartbeat rate Gender
  • 25. Quantitative Versus Categorical Variables (Let’s Think) • Age and amount of interest in school • Reading achievement and mathematics achievement • Classroom humanism and students motivation • Method used to teach reading and reading achievement • Counseling approach and level of anxiety • Ethnicity and father’s occupation • Gender of teacher and subject taught
  • 26. Independent Versus Dependent Variables • Gender and Musical aptitude • Mathematical ability Career choice • Test anxiety and Test performance
  • 27. Answers • Dependent Independent • Gender (categorical) Musical aptitude (quantitative) • Mathematical ability (quantitative) Career choice (categorical) • Test anxiety (quantitative) Test performance (quantitative)
  • 28. Thank You ! Any Questions?