Research Design The role of planning in research “ If your result needs a statistician then you should design a better experiment” - Ernest Rutherford Compiled: Athar Hussain
Objective Understanding the importance of planning and designing approaches or techniques used in research processes. Compiled: Athar Hussain
Research Design The Design Problem Problem Structure  Exploratory Research Descriptive Research Casual Research Problem of “ cause ” Classic Experiment Compiled: Athar Hussain Research Design
Research Design  (cont.) Validity Threats Other Research Designs Requirement in Research Design The Importance of Theory Cross-Section Designs Compiled: Athar Hussain Research Design
Design Problem Foundation Most important step to set the direction of your research Questions & Queries List of questions targeted to extract the required information Choice of Questions Poorly chosen questions can mislead the information Precision of Information How effective and productive the results are towards required information Compiled: Athar Hussain Research Design
Problem Structure Exploratory Research The problem is badly understood. The objective or goal is unclear Descriptive Research The objective or goal is clear and structured Casual Research Blend of both natures. Problems are structured and also confronted with cause-and-effect problem Compiled: Athar Hussain Research Design
Exploratory Research The objective or goal is “ unclear”  or the problem is “ badly understood ” Requires strong skills and deep observations The sale is dropping … why? What is the “primary” reason people spend money more on consumable items than long term investments? Compiled: Athar Hussain Research Design
Descriptive Research The objective or goal is “ clear ” and “ structured ” Usually involves surveys & comparisons Running an ice-cream business - Alaska or Miami? Compiled: Athar Hussain Research Design
Casual Research Mixture of both natures. Problems are structured and also confronted with  “cause-n-effect”  problem Look for & isolate the “cause” Examine if cause has  effect  on result Does the advertising help in achieving greater market share? Is this medical drug effective? Compiled: Athar Hussain Research Design
Problem of “cause” Variable affecting the increment or decrement behavior of other variable Concomitant covariation should exist between cause and effect Cause should proceed the effect Rule out alternative causes Compiled: Athar Hussain Research Design
Importance of Theory It is impossible to know what to look for without the theory Identifying research problems Identifying relevant factors & their relationship Raising questions Attitude of variables with each other X > Y  (X causes Y) Y < X (Y causes X) X <> Y (Mutual causation) X =! Y (no relationship) Interpreting observations Compiled: Athar Hussain Research Design
Classic Experiment Include multiple experiment groups Groups can be segmented for multiple variables Separate the segments into controlled and experimental groups Take observations treating both groups randomly with same experimental stimulus Interpret the result based on observations Notice the difference in observations Compiled: Athar Hussain Research Design
Validity Threats Types: Internal validity – whether the results obtained within the study are true. External validity – whether the findings can be generalized  Experimental design is to isolate and estimate the effects of causes The solid design allows manipulation of treatment and proves the validity and authenticity of effects on cause Highlights covariation between variables Differentiates internal and external threats Compiled: Athar Hussain Research Design
Validity Threats  (cont.) History Specific event external to the study that occurs at the same time Maturation  Processes which operate within the test units as function of the passage of time Test Effect Indicates the experiment itself may affect the observed response Selection bias  Serious threat to validity when the subjects are not assigned randomly Compiled: Athar Hussain Research Design
Other Research Designs There are sometimes constraints on researchers to conduct certain types of experiments Some of these constraints are: Time interval in which to conduct the research The effects of properties are too general or not specific enough Cannot find same type groups to perform comparisons The time order of events is often difficult Causing the research designs to move away from the “True” experiment and turning to other research designs Compiled: Athar Hussain Research Design
Other Research Designs  (cont.) Cross-sectional Designs Time Series The one-shot case study Compiled: Athar Hussain Research Design
Requirements User’s intentions Context Knowledge Skills Experience Compiled: Athar Hussain …  for Research Design Research Design
Questions “ Research is to see what everybody else has seen, and to think what  nobody else has thought” - Albert Szent-Gyorgyi Compiled: Athar Hussain

Research Design

  • 1.
    Research Design Therole of planning in research “ If your result needs a statistician then you should design a better experiment” - Ernest Rutherford Compiled: Athar Hussain
  • 2.
    Objective Understanding theimportance of planning and designing approaches or techniques used in research processes. Compiled: Athar Hussain
  • 3.
    Research Design TheDesign Problem Problem Structure Exploratory Research Descriptive Research Casual Research Problem of “ cause ” Classic Experiment Compiled: Athar Hussain Research Design
  • 4.
    Research Design (cont.) Validity Threats Other Research Designs Requirement in Research Design The Importance of Theory Cross-Section Designs Compiled: Athar Hussain Research Design
  • 5.
    Design Problem FoundationMost important step to set the direction of your research Questions & Queries List of questions targeted to extract the required information Choice of Questions Poorly chosen questions can mislead the information Precision of Information How effective and productive the results are towards required information Compiled: Athar Hussain Research Design
  • 6.
    Problem Structure ExploratoryResearch The problem is badly understood. The objective or goal is unclear Descriptive Research The objective or goal is clear and structured Casual Research Blend of both natures. Problems are structured and also confronted with cause-and-effect problem Compiled: Athar Hussain Research Design
  • 7.
    Exploratory Research Theobjective or goal is “ unclear” or the problem is “ badly understood ” Requires strong skills and deep observations The sale is dropping … why? What is the “primary” reason people spend money more on consumable items than long term investments? Compiled: Athar Hussain Research Design
  • 8.
    Descriptive Research Theobjective or goal is “ clear ” and “ structured ” Usually involves surveys & comparisons Running an ice-cream business - Alaska or Miami? Compiled: Athar Hussain Research Design
  • 9.
    Casual Research Mixtureof both natures. Problems are structured and also confronted with “cause-n-effect” problem Look for & isolate the “cause” Examine if cause has effect on result Does the advertising help in achieving greater market share? Is this medical drug effective? Compiled: Athar Hussain Research Design
  • 10.
    Problem of “cause”Variable affecting the increment or decrement behavior of other variable Concomitant covariation should exist between cause and effect Cause should proceed the effect Rule out alternative causes Compiled: Athar Hussain Research Design
  • 11.
    Importance of TheoryIt is impossible to know what to look for without the theory Identifying research problems Identifying relevant factors & their relationship Raising questions Attitude of variables with each other X > Y (X causes Y) Y < X (Y causes X) X <> Y (Mutual causation) X =! Y (no relationship) Interpreting observations Compiled: Athar Hussain Research Design
  • 12.
    Classic Experiment Includemultiple experiment groups Groups can be segmented for multiple variables Separate the segments into controlled and experimental groups Take observations treating both groups randomly with same experimental stimulus Interpret the result based on observations Notice the difference in observations Compiled: Athar Hussain Research Design
  • 13.
    Validity Threats Types:Internal validity – whether the results obtained within the study are true. External validity – whether the findings can be generalized Experimental design is to isolate and estimate the effects of causes The solid design allows manipulation of treatment and proves the validity and authenticity of effects on cause Highlights covariation between variables Differentiates internal and external threats Compiled: Athar Hussain Research Design
  • 14.
    Validity Threats (cont.) History Specific event external to the study that occurs at the same time Maturation Processes which operate within the test units as function of the passage of time Test Effect Indicates the experiment itself may affect the observed response Selection bias Serious threat to validity when the subjects are not assigned randomly Compiled: Athar Hussain Research Design
  • 15.
    Other Research DesignsThere are sometimes constraints on researchers to conduct certain types of experiments Some of these constraints are: Time interval in which to conduct the research The effects of properties are too general or not specific enough Cannot find same type groups to perform comparisons The time order of events is often difficult Causing the research designs to move away from the “True” experiment and turning to other research designs Compiled: Athar Hussain Research Design
  • 16.
    Other Research Designs (cont.) Cross-sectional Designs Time Series The one-shot case study Compiled: Athar Hussain Research Design
  • 17.
    Requirements User’s intentionsContext Knowledge Skills Experience Compiled: Athar Hussain … for Research Design Research Design
  • 18.
    Questions “ Researchis to see what everybody else has seen, and to think what nobody else has thought” - Albert Szent-Gyorgyi Compiled: Athar Hussain