CHAPTER 3
BASIC ELEMENTS OF RESEARCH
Research Problems
A problem is an intellectual (دانشورانہ,علمی logical, debatable) stimulus (Idea) calling for an answer in the form of scientific inquiry.
Such preferences are not empirically (علمی) verifiable and thus they do not constitute scientific knowledge
Units of Analysis
I this formulation of a research problem serious consideration (غور,زیر غور) also has to be given to the units of analysis. These are entities to which to our concepts pertain and which influence (اثر انداز) subsequent research design, data collection and data analysis decisions
Variables
There are five types of variables
- Independent variables
- Dependent variables
- Control Variables
- Spurious
- Non spurious
- Continuous Variables
- Discrete variable
Independent Variables: The independent variables that bring change in dependent variables
Dependent Variables: The dependent variables where the change comes from independent variables
Control Variable: A control variable is a factor that remains unchanged during a comparison between two other variables the factor will also typically influence values.
- Spurious Variable: The relation between independent and dependent variable is explained by the third variable (Control variable) is called spurious variable
- Noon Spurious Variable: The relation between independent and dependent variable is not explained by the third variable (Control variable) is called noon spurious variable
Continuous Variables: Continuous variable can take any of an infinite number of values, for example distance could be 2 km, 2.5 km etc.
Discrete Variable: A discrete variable is a variable that can may be take particular set of options like eye color. For example
- Must be brown, blue, green or gray
Scientific explanations and predictions (پیشن گوئی) involve relating the phenomena (مظاہر) to be explained (dependent variable) to other explanatory (وضاحتی) phenomena (dependent variable) by means of general laws or theories. But what is a relation.
A relation we say that always means a relation between two or more variables. When we say that variable X and variable Y are related, we mean that there is something common to both variables.
Kinds of Relations: We say that two variables are related when changes in the values of one systematically bring changes in the values of the other.
Either the relation is positive or negative
There are two types of relation
- Direction (سمت,کی سمت)
- Magnitude (شدت,حجم)
Direction: When we speak of direction we mean that the relations between variables are either positive or negative. A positive relation means that as values of one variable increase, values of the other also increase.
A negative relation indicates that as values of one variable increase values of the other decrease. High values for one variable are associated with low values for the other.
Magnitude: Relation between variables is characterized (خصوصیات) not only by direction, but also by magnitude. The magnitude of a relation is the extent (level) to which variables covary positively. The highest magnitude of relation is a perfect relation, in which knowledge of the value of one or more independent variables determines (کا تعین کرتا ہے) exactly the value of the dependent variables.
Hypotheses
Hypotheses are tentative (عارضی, Temporary) answers to research problems. They are expressed in the form of a relation independent and dependent variables Hypotheses are tentative conjectures because their veracity can be evaluated only often they have been tested empirically.
H0: Nil Higher the education of parents lower the Child labor
H1: Alternative Lower education of parents higher the Child labor
Tentative relationship between individual and dependent variable
When a researcher suggests a hypotheses, he or she has no assurance that it will be verified A hypothesis is contracted and if it is rejected, another one is put forward, if it is accepted, it is incorporated into the scientific body of knowledge.
Hypotheses Must Be Clear: Clarity is achieved by means of conceptual and operational.
Hypotheses Are Specific: The investigator has to explicate the expected relations among the variables in terms of direction (that is. positive or negative).
Hypotheses Are Testable with Available Methods: One can arrive at clear, value-free and specific hypothesis and find that there are no research methods to test them.