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RESEARCH METHODS Lecture 19. RESEARCH DESIGN. Research Design. A master plan specifying the methods and procedures for collecting and analyzing the data. A strategy or blueprint that plans the action for carrying through the research data. Elements.
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Research Design • A master plan specifying the methods and procedures for collecting and analyzing the data. • A strategy or blueprint that plans the action for carrying through the research data.
Elements • Series of components of research design
1. Purpose of the Study • Study can be exploratory, descriptive, and explanatory. • Present study can’t be exploratory. We have already covered long distance. • Can be either descriptive or explanatory. • Who, what, where, when, or how much? • Why? Explains the relationship.
Purpose determines how rigorous the study will be • Decide about the purpose. • Within explanatory • Correlational: identification of factors associated with the problem. • Causal: establish definite cause-and-effect relationship. • Help in deciding the mode of observation.
2. Unit of Analysis • Refers to the level of aggregation of the data during data analysis stage. • Is it at the individual, or at group, or at organization level. • Raise the motivation level of employees. Collect data from individual employees. Aggregate analysis of information collected from individuals. Unit of analysis is individual.
Study two person interaction – then several two person groups will become the unit of analysis (husband-wife, supervisor-subordinate, teacher-student – dyads) • Group effectiveness – unit of analysis is group. Comparing different departments in the work organization. • Research question determines the unit of analysis. Affects the data collection methods, sampling. • Unit of observation. Information provider. Sometimes observe indirectly.
3. Time Dimension • Make observation more than one time i.e. over a long period. • Cross-sectional studies. • Longitudinal studies. Repeated over an extended period. Employees behavior before and after top management change • Panel studies • Cohort studies
4. Researcher Control of Variables • Researcher’s ability to manipulate variables. • Experimental design. a. Non-contrived: natural environment. Field experiment. Correlational studies. b. Contrived: artificial setting. Causal • Ex-post-facto design. No control over the variables. Report only what has happened or what is happening. Survey research.
5. Mode of observation • Depending upon the type of study (qualitative or quantitative, descriptive or causal, cross-sectional or longitudinal, contrived or non- contrived) researcher decides about the mode of observation. • Survey, experiment, field observation, case study, focus group, communication analysis.
6. Sampling Design • Selecting some of the elements in the population and draw conclusions about the total population. • Population element is the subject on which measurement is being taken. • Has its advantages and disadvantages. • Selection of appropriate sampling design.
7. Observation Tools • Questionnaire • Interview schedule • Interview guide • Check list • Researcher will specify the instrument along with justification of its appropriateness.
8. Field Data Collection • Depending on the mode of observation, the researcher will outline the procedure. • Field team selection, training, supervision.
9. Data Processing and Data Analysis • Manual vs. mechanical data processing. • Quantification of data. Data reduction (score index), tabulation. • Data analysis plan: use of statistics, interpretations
Survey Research: An Overview • Method of gathering primary data based on communication with a representative sample of individuals. • Survey requires asking people (respondents) for information, using either verbal or written questions. • Collect data on telephone, face-to-face, or other communication media.
Steps in Conducting Surveys • Researcher follows a deductive approach. • Begins with theoretical or applied research problem and ends with empirical measurement and data analysis. • It has six broad steps.
Decide on the Type of Survey • Type of survey Mail, interview, telephone, computer assisted. • Develop the instrument: questionnaire or interview schedule. Both are list of questions. • Questionnaire: respondents read the questions themselves and mark answers on the questionnaire. • Interview schedule: questions read to the respondent by an interviewer, who also records the answers.
Plan How to Record Data • Researcher thinks ahead how the data shall be recorded and organized for analysis. • Pilot test survey instrument on similar population.
Decide on Target Population • Get sampling frame • Decide on sample size • Select the sample
4. Do the Field Work • Locate sampled respondents in person, telephone, or by mail. • Conduct interviews or administer questionnaires • Carefully record the data.
5. Data Processing • Enter data into computers • Data cleaning • Tabulation • Perform statistical analysis on data.
6. Research Report • Describe methods and findings in research report • Present findings to others for critique and evaluation