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.