Tuesday, March 1, 2011

Research Design

n   Decision regarding what, where, when, how much, by what means concerning an inquiry or a research study constitute a research design

n   A blue print for collection, measurement and analysis of data

n   A conceptual structure within which research is conducted

n   Follows the task of problem formulation

Research Design means…

n   Plan – specify objectives and hypotheses

n   Outline – types and sources of data

n   Blueprint – methods and analysis of data

n   Scheme – domain of generalizability

DEFINITION

n   Kerlinger: Plan, structure and strategy of investigation conceived so as to obtain answers to research questions. The plan is the overall scheme or programme of research

n   John Best: Provides a systematic plan of procedure for the researcher to follow

Meaning of Research Design

n   Research Design means laying down the strategy and tactics for planning, organizing and conducting research systematically, keeping some theoretical framework in view. 

n   Research Design is the arrangement of conditions for collection and analysis of data in a manner that aims to combine relevance to the research purpose with economy in procedure.


Research Design contains…

n   A clear statement of the research problem

n   Procedures and techniques to be used for gathering information

n   The population to be studied

n   Methods to be used in processing and analyzing data

Need / Purpose of Research Design

n    To yield maximal information with minimal expenditure of effort, time and money

n    To plan in advance of data collection and analysis of data

n    To have a great bearing on the reliability of the results

n    To organize ideas in a form

n    To provide a comprehensive review of the proposed study  

WHY RESEARCH DESIGN IS NEEDED?

As it helps to :

               Make the research efforts fruitful;

               Utilise the available resources in the best way possible;

               Bringout the deficiencies in the proposed plan of action so as to correct it even before the actions commence;

               Determine the type of resources, like time, money, manpower, etc;

               Prepare the researcher in advance for undertaking complicated analysis; and,

               Ascertain whether the course of action planned is in conformity with the objectives set for the study.

Features of a Good Research Design

n   Flexible, appropriate, efficient

n   Minimizes bias maximizes the reliability of the data

n   Gives smallest experimental error

n   Yields maximal information

n   Provides opportunity for considering many different aspects of a problem   

Considers following factors

n   The means of obtaining information

n   The availability and skills of the researcher and his/her staff

n   The objective and nature of the problem to be studied

n   The availability of time and money for the research work   

TYPES OF RESEARCH DESIGN

n   Descriptive Research Design

n   Diagnostic Research Design

n   Experimental Research Design

n   Exploratory Research Design








Descriptive Research Design

n   Concerned  with  describing   the  characteristics  of communities, population, social structure,           behavioural patterns.

n   Mainly oriented towards finding out ‘What is happening?’.

Meaning

n   Descriptive Research studies are those which are concerned with describing the situation, characteristics of a particular individual or a group.

n   Enables researchers to describe or present picture of a phenomenon or phenomena under investigation

n   Is mostly qualitative in nature producing descriptive data i.e.people’s own written or spoken words and observable behaviour

Approaches to DRD

n   Participant observation

n   Personal documents

n   Unstructured interviewing 

1.      Participant observation

n          Participant observation refers to research characterized by a period of intense social interaction between the researcher and the subjects in the milieu of the subject

Stages of Participant observation

n          Pre-field work

n          Field work

n          Data analysis

2.      Personal documents

Process of collecting personal documents,

n           Focus on

n           Formulating the objective of the study (what the study is about and why is it being made?

n           Designing the method of data collection

n           Select the sample

n           Colleting the data

n           Processing and analyzing the data

n           Reporting the findings

3.      UNSTRUCTURED INTERVIEWUses of Descriptive RD

n   Contributes  from a theoretical point

n   Methodological aspect of data collection is clear

n   Prediction about areas of social life

n   Facts for planning social action programs 

Limitations of Descriptive RD

n   May make description an end itself

n   No discovery of facts

n   No social problems of past or future can be dealt.

n   Focuses on current event only

n    Statistical analysis not possible

 

Exploratory Research Design

n   ERD is a preliminary study of an unfamiliar problem about which the researcher has little or no knowledge

It leads to

Ø  Discovery of the significant variables

Ø  Discovery of the relationship between variables 

Purpose of Exploratory RD

The main purpose of EDR is

n   To generate new ideas

n   To increase the researcher’s familiarity and insight of the problem     

n   To discover significant variables

n   To find out relationship among the variables

n   To gather information for clarifying concepts

n   To determine whether it is feasible to attempt the study

n   To prepare oneself for more systematic and large scale study

n   To make a precise formulation of the problem and to develop hypothesis

Steps in Exploration

n   A review of pertinent literature

n   An experience survey

n   An analysis of insight stimulating cases 

1.      REVIEW OF LITERATURE

n   Apply concepts and theory

n   Provide a fertile ground for hypothesis

n   Analysis the topic

n   Strengthen knowledge

n   Clues for further investigation

n   Different dimensions

n   Giving insight

2.      EXPERIENCE SURVEY

n   Interview experience persons

n   Explore various practical possibilities

n   Explore the factors of social retardation

n   Explore the interrelationship between factors

SELECTION OF RESPONDENT IN EXPERIENCE  SURVEY

n   Representation from different experiences

n   Advanced thinking

n   Relationship between variables

n   Misleading

n   Provocative

n   Greater objectivity

3.      AN ANALYSIS OF INSIGHT STIMULATING CASES

n   The reactions of individuals from different strata

n   Evoking insights

n   Intensity of the study

n   Selected instance of the phenomena

n   Diverse information into a unified interpretation

Types of people who provide insight

n   New comers

n   Individuals in transition

n   Deviants and isolates in a group 

Other methods of collecting data
in exploratory research

• Secondary Data Analysis

• Case Analysis

• Focus Groups

• Projective Techniques

 

Diagnostic Research Design

n Directly concerned with the casual relationships with implications for action.

n Mainly directed towards ‘why’ it is happening  and ‘what’ can be done about it.

      Diagnostic studies aim at identifying the relationship of any existing problem. It would also help to suggest methods to solve the problem.

Experimental Research Design

n   ERD are those studies in which the researcher tests the hypothesis of causal relationship between variables

n   The experimental research studies are mainly focused on finding out the cause and effect relationship of the phenomenon under study

n   To identify the specific relationship between two carefully chosen variables by observing what happens when one is manipulated under specific    conditions.




Basic principles of ERD

n   Principle of replication

n   Principle of randomization

n   Principle of local control

Experimental Group

n   When the group is exposed to some novel or special condition, it is called as an experimental group

Control Group

n   In an experimental hypothesis testing research, when a group is exposed to usual conditions, it is named as control group 

Treatment

n   The different conditions under which experimental groups are put is an ‘treatment’

Experiment

n   The process of examining the truth of a statistical hypothesis relating to some research problem is known as experiment

Experimental Unit 

n   The pre-determined plots or the blocks where the different treatment are used

Experimental Error

n   Whatever effect is noticed on dependent variable as a result of extraneous variable is technically described as experimental error 

Control

n   When we design the study, minimizing the effects of extraneous independent  variable in experimental research is called ‘control’.

n   It refers to restrain experimental conditions

Confounded relationship

n   When the dependent variable is not free from the influence of extraneous variable, the relationship between dependent variable and independent variable is called as ‘confounded relationship’

Experimental Research

Laboratory experiments

n    Located ‘on site’

n    Close control of variables

n    Meticulous measurements

n    Shorter duration

 

Field experiments

n    Located ‘in the field’

n    Use available possibilities

n    Structured observations

n    Longer duration

Types of ERD

n          Before–after design without control group (Y - X)

n          After only design with control group    (Y – Z)

n          Before–after design with control group      (Y-X) – (Z-A)




Experimental Research

Advantages

n    Repeatable

n    Precision

n    Convenience

Disadvantage

n    Deception and ethics

n    Artificial settings

n    Representativeness of the research subjects

n    Control of the relevant variables