d44cb6e8488b021261c4a8d199075032.ppt
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Research Design How to do a research project!
Business research is conducted in eight steps: 1. Formulate the problem
Business research is conducted in eight steps: 1. Formulate the problem 2. Determine the research design
Business research is conducted in eight steps: 1. Formulate the problem 2. Determine the research design 3. Determine the data collection method
Business research is conducted in eight steps: 1. 2. 3. 4. Formulate the problem Determine the research design Determine the data collection method Design the data collection method/forms
Business research is conducted in eight steps: 1. 2. 3. 4. 5. Formulate the problem Determine the research design Determine the data collection method Design the data collection method/forms Determine sampling method
Business research is conducted in eight steps: 1. 2. 3. 4. 5. 6. Formulate the problem Determine the research design Determine the data collection method Design the data collection method/forms Determine sampling method Collect data
Business research is conducted in eight steps: 1. 2. 3. 4. 5. 6. 7. Formulate the problem Determine the research design Determine the data collection method Design the data collection method/forms Determine sampling method Collect data Analyze and interpret data
Business research is conducted in eight steps: 1. 2. 3. 4. 5. 6. 7. 8. Formulate the problem Determine the research design Determine the data collection method Design the data collection method/forms Determine sampling method Collect data Analyze and interpret data Prepare the research report
Step 2: Research designs can be very simple:
Or…. quite complicated!
Or… something in between!
A good design is essential for creating good information. But, a good design will not compensate for bad fundamentals!
There are many ways to set up a Research Design So we will look at a generic plan.
Research Design “A formal written set of specifications and procedures for
Research Design “A formal written set of specifications and procedures for Conducting
Research Design “A formal written set of specifications and procedures for Conducting and Controlling
Research Design “A formal written set of specifications and procedures for Conducting and Controlling a business research project. ”
DESIGN controls for: Time
DESIGN controls for: Time Money
DESIGN controls for: Time Money People
A good DESIGN ensures: 1. The study will be relevant
A good DESIGN ensures: 1. The study will be relevant 2. That it will use economic procedures
Problem: The Law of the Instrument
Types of Designs 1. Exploratory Research to gain insight and ideas… It is for understanding… not for analysis
Types of Designs 1. Exploratory Flexible… good for: a. Diagnosing a situation
Types of Designs 1. Exploratory Flexible… good for: a. Diagnosing a situation b. Screening alternatives
Types of Designs 1. Exploratory Flexible… good for: a. Diagnosing a situation b. Screening alternatives c. Increase research’s familiarity with problem
Types of Designs 1. Exploratory Flexible… good for: a. Diagnosing a situation b. Screening alternatives c. Increase research’s familiarity with problem d. Discovery of new ideas
Types of Designs But be careful: Gas lights:
Types of Designs But be careful: IBM study in 1947:
“On a humorous note, the principal designer of the Mark I, Howard Aiken of Harvard, estimated in 1947 that six electronic digital computers would be sufficient to satisfy the computing needs of the entire United States. IBM had commissioned this study to determine whether it should bother developing this new invention into one of its standard products (up until then computers were one-of-a-kind items built by special arrangement). Aiken's prediction wasn't actually so bad as there were very few institutions (principally, the government and military) that could afford the cost of what was called a computer in 1947.
Types of Designs 1. Exploratory Flexible… good for: a. Diagnosing a situation b. Screening alternatives c. Increase research’s familiarity with problem d. Discovery of new ideas e. Gathering background info
Types of Designs 1. Exploratory Methods: a. Situational analysis
Type of Designs 1. Exploratory Methods: a. Situational analysis b. Expert Opinion survey This is highly recommended!
Type of Designs 1. Exploratory Methods: a. Situational analysis b. Expert Opinion survey c. Literature search
Types of Designs 1. Exploratory Methods: a. Situational analysis b. Expert Opinion survey c. Literature search d. Pilot study
Types of Designs 1. Exploratory Methods: a. Situational analysis b. Expert opinion survey c. Literature search d. Pilot study e. Focus groups
Types of Designs 1. Exploratory 2. Descriptive a. To describe characteristics of a sample
Type of Designs 1. Exploratory 2. Descriptive a. To describe characteristics of a sample b. To estimate proportions
Type of Designs 1. Exploratory 2. Descriptive a. To describe characteristics of a sample b. To estimate proportions c. To make specific predictions
Type of Designs 1. Exploratory 2. Descriptive Cross-Sectional
Types of Designs 1. Exploratory 2. Descriptive Longitudinal
http: //www. people-press. org/2013/01/31/trust-in-government-interactive/
Types of Designs 1. Exploratory 2. Descriptive Longitudinal Omnibus
Types of Designs 1. Exploratory 2. Descriptive Longitudinal Panels
Types of Designs 1. Exploratory 2. Descriptive Longitudinal Panels Problems: Lack of representation They become experts
Type of Designs 1. Exploratory 2. Descriptive 3. Associational What goes with what?
Gallup Poll: Half in U. S. Continue to Say Gov't Is an Immediate Threat http: //www. gallup. com/poll/185720/half-continue-say-gov-immediate-threat. aspx
Types of Designs 1. Exploratory 2. Descriptive 3. Associational 4. Casual (Experiments)
Types of Designs Casual (Experiments) Concept of Causality • Concomitant variation
Types of Designs Casual (Experiments) Concept of Causality • Concomitant variation • Time order (casual order)
Types of Designs Casual (Experiments) Concept of Causality • Concomitant variation • Time order (casual order) • Elimination of alternative explanations
Types of Designs Casual (Experiments) Key is: Control
Types of Designs Casual (Experiments) Terms:
Types of Designs Casual (Experiments) Terms: Constant Variable
Types of Designs Casual (Experiments) Terms: Constant Variable IV Independent Variable: treatment exogenous
Types of Designs Casual (Experiments) Terms: Constant Variable DV Dependent Variable: measurement endogenous
Types of Designs Casual (Experiments) Terms: Constant Variable Secondary Variables Something to be controlled that could cause the DV to change… Extraneous
Types of Designs Casual (Experiments) Handling secondary Variables – – – Eliminate them Make them constant Turn them into IVs Randomization Statistical control
Types of Designs Casual (Experiments) Terms: Field Experiment Split-plot
Types of Designs Casual (Experiments) Terms: Laboratory Experiment
Exercise: Create a design for each type of study below to determine how long people will travel to buy a product: a. b. c. d. Exploratory Descriptive Correlational Causal
Validity Issues
Validity Issues Internal Validity The effect is due to IV and not to other variables
Validity Issues External Validity The effect can be generalized to the real world
Validity Issues Internal Validity 1. History (Retroactive) What happened during the study?
Validity Issues Internal Validity 1. History (Retroactive) 2. Proactive History What did the subjects bring with them?
Validity Issues Internal Validity 1. History (Retroactive) 2. Proactive History 3. Maturation Older… Tired… Hungry… Bored… Etc.
Validity Issues Internal Validity 1. History (Retroactive) 2. Proactive History 3. Maturation 4. Testing Effects Pre-testing… Post-testing… Interactive effects Reactive measures
Validity Issues Internal Validity 1. History (Retroactive) 2. Proactive History 3. Maturation 4. Testing Effects 5. Experimental Mortality
Validity Issues Internal Validity 1. History (Retroactive) 2. Proactive History 3. Maturation 4. Testing Effects 5. Experimental Mortality 6. Bias Selection… Interpretation… Etc.
Validity Issues Internal Validity 1. History (Retroactive) 2. Proactive History 3. Maturation 4. Testing Effects 5. Experimental Mortality 6. Bias 7. Statistical Regression
A highly unlikely event is… highly unlikely!
Genetics
A highly unlikely event is… highly unlikely! Sports
A highly unlikely event is… highly unlikely! Pre-test/post-test problems
Is this statistical regression… or something else?
Validity Issues Internal Validity 1. History (Retroactive) 2. Proactive History 3. Maturation 4. Testing Effects 5. Experimental Mortality 6. Bias 7. Statistical Regression 8. Instrumentation
Validity Issues Internal Validity 1. History (Retroactive) 2. Proactive History 3. Maturation 4. Testing Effects 5. Experimental Mortality 6. Bias 7. Statistical Regression 8. Instrumentation 9. Luck
Validity Issues External Validity 1. Hawthorne Effect http: //en. wikipedia. org/wiki/Hawthorne_effect
Validity Issues External Validity 1. Hawthorne Effect 2. Demand Effects http: //allpsych. com/researchmethods/experimentalvalidity. html
Validity Issues External Validity 1. Hawthorne Effect 2. Demand Effects
Validity Issues External Validity 1. Hawthorne Effect 2. Demand Effects 3. Selection Bias
Why?
Why? Rasmussen used “likely voters