Ecological Fallacy & Sampling
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Transcript of Ecological Fallacy & Sampling
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Errors in Causal Explanations
Review of Units of Analysis (UA): Geographic areas
Organizations Groups Individuals
Problems related to link different units of analysis or amismatch of UA between Data one hasand the statement one makes
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Errors in Causal Explanations 2
Two Types of Errors 1. Ecological Fallacy Def. Have data at higher level of UA but
make statement at lower level Examples: Hunger & Ethiopia, Cigar smoking in a state
And ones smoking habit, Muslin & terrorist, Boston &Harvard
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Type 2: Reductionism or
Individualistic Fallacy 2. Reductionism or Individualistic Fallacy Def. Having data at lower level of UA &
make statement at higher level of UA Using simplistic explanation to explain
Macro level events or complicated social problems or phenomenon
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2. Reductionism or Individualistic Fallacy Examples: Serbian assassination of
Archduke in Austria & WWI; Personality ofLeadership & problems in the system(Stalin & Gobachev); aggressive personality
& social development; corruption(individual problems or system wide
problems)
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Sampling: Introduction: Basic
Concepts 1. Introduction. Basic Concepts Basic Concepts:
a. Sample : subset of people or other entitiesselected for a study from a larger population b. Population : the entire set of individuals or
other entities to which stud findings are to be
generalized it usually consists of all cases oneintends to study.
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Sampling: Basic Concepts
c. Sampling elements: individual members of the population whose characteristics are to be
measured. The entire set of sampling elementsconstitutes the population (individuals, all issuesof newspapers /magazines, all movies produced inUS)
D. Sampling unit the units actually selected ineach stage of sampling process (states, counties,cities, communities).
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Basic Concepts
e. Sampling Frame: a list of the elements ofa population from which a sample actuallyis selected an operational def of
population Types of Sampling: two types: probability
sampling & non-probability sampling
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Probability Sampling
Types of Probability Sampling 1. Simple random Demonstration: website:
http://www.randomizer.org/ Click randomizer Sets of number: one set Number per set: 75 Number Range: 9200
http://www.randomizer.org/http://www.randomizer.org/ -
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Select 500 phone number
How to Generate 500 phone numbers from617-295 (Exchange or prefix)
The possible range of telephone numbers295-0000 to 295-9999.
Select 500 from this range.