quantitative research non-experimental ---survey experimental cause and effect pre-test/post-test...
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Quantitative Research
Non-Experimental ---SURVEY
Experimental CAUSE AND EFFECT
PRE-TEST/POST-TEST
LABORATORY
Quantitative ResearchSurvey- quantitative or numeric description of some part of a population
A “sample” via questionnaire (if people are involved)Results enables researcher to generalize the findings from a sample of responses.
Experimental- TESTS cause and effect relationships between groups.
Researcher manipulates one or more independent variablesDetermines if manipulations cause an outcome
Quantitative Methods
Non-Experimental Experimental
Survey
Provides numeric
description of some part of
the population
Survey Design
cross sectional
longitudinal
collected at one point in
time
collected over a period of
time
Population and Sample
Describe the population
Describe the sampling Design
single stage
multistage
Instrumentation
What survey instrument
used?
Self designed
modified
Intact
Validity
Reliability
Pilot Study/testing
Data Analysis
Variables in Study
Sampling
Probability
Non probablity
Size of sample
Subjects
Design
Instrumentation and materials
Procedure
Variables
Selection, assignment
and number of subjects
Statistical Analysis
Random selection
Random Sampling
Convenience Sample
Independent
Dependent
Describe instrument/s to be used in experiment
discuss materials used to create
treatment conditions
Overall Design
discussion
Specific use of
Independent variables
Provide diagram to illustrate research
design
Step-by-step approach
Describe descriptive statistics calculated
Describe inferential statistics
used to test hypothesis
Social Science (Sample) Surveys
When we “survey” something, we inspect it in detail
A “social survey”, therefore, is an inspection of a particular society or part of society and a collection of facts about that society, institution or group
Social Surveys: History
Two developments in the early 20th century paved the way for modern social science surveys:
Ideas underlying random sampling, used first in agriculture, were applied to the collection of social factsTechniques of structured interviewing, standardized question wording
Social Surveys: 1930s-1940s
The 1930s: advent of modern survey research in the U.S.(Gallup and Roper polls)
The Depression: Federal government sponsored research into unemployment.
World War II: surveys were widely used to study war bond purchases, troop morale, attitudes toward integration.
Social Surveys: 1960s-1970s
Several developments contributed to widespread use of survey data:
development of high-speed computers for processing datawidespread ownership of phones made interviewing easier
Results: business and government decisions increasingly based on surveys
Survey Design
Provides a quantitative or numeric description of some fraction of the population - the sample- through the data collection process of asking questions of people.
…..always “people”?
Typical Components of a Survey Method Plan
Design
Population and Sample
Instrumentation
Variables in the Study
Data Analysis
Survey Design Begin by reviewing the purpose of a survey and the rationale for its selection
What is the purpose of survey research?Indicate why a survey is the preferred type of data collection.Indicate whether the survey is cross-sectional (collected at one point in time) or longitudinal( collected over a period of time)Specify the form of data collection - mail, interview, and provide a rationale for the procedure (cost, availablility, convenience)
Population and Sample
Specify the characteristics of the population and sampling procedure.
Describe the population in the study
Identify whether the sampling design for this population is single stage or multistage.
• Single - research has access to names in the population and can sample directly
• Multistage - researcher first samples groups (clusters) obtains names of individuals within each group (cluster) and then samples within the cluster.
Populuation and Sample (cont)
Identify how indiviuals will be selectedRandom, judgemental, snowball
Discuss whether this sample was stratified….procedures for selecting the sample……number of people in the sample and how this number was determined…etc…etc…etc….
Instrumentation
Identify the survey instrument usedSelf designed??? Modified??? Intact???
Validity and Reliability -
Include sample items so readers can see actual items used (appendix)
Pilot testing or field testing procedures
Steps used in administering
Surveys and Questionnaires
The design of surveys and questionnaires
How to frame questions
Kinds of scales: Likert, Semantic Differential etc.
Analyzing survey data: which items are useful,
Item Response Theory
Forming a scale to measure an attribute, e.g.,
satisfaction. Reliability, validity of scale
Variables
Identify the INDEPENDENT variablesAlso called treatment conditions or factors
These are under the control of the researcher and typically are manipulated in an experiment
Independent variables lead to changes in the dependent variable.
Dependent Variables
Identify the dependent variable or variables to be used in the study
The dependent variable is the response or the criterion variable presumed to be CAUSED or influenced by the independent treatment conditions.
Data Analysis
Present data analysis in a series of steps
Step 1; step 2; step 3, etc.