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24 Cards in this Set
- Front
- Back
Secondary data
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data previously collected for some purpose other than the one at hand—usually historical, already assembled, with no requirement to access the respondents or subjects
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Objectives of Secondary Data
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Fact Finding – collecting descriptive data to obtain information needed for planning or for support in support decision making.
Model Building – statistical procedures used for specifying relationships between two or more variables using descriptive or predictive equations—can vary from quite simple to extremely complex |
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Data mining
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the use of powerful computers to sift and analyze volumes of data to discover patterns about an organization’s customers, products, and activities—a broad term applicable to many forms of analysis. 4 Varieties; Neutal Networks, Market based analysis, customer discovery, sequence discovery
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Neural networks
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a form of artificial intelligence using software to program computers to mimic how the brain processes information.
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Cost
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almost less expensive than collecting your own data
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Disadvantages of Secondary Data
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Aging, Format, Measurement, and Accuracy
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Availability
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certain data unavailable as primary data may be obtainable as secondary data
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Market basket analysis
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a form of data mining that analyzes anonymous point-of-sale transaction logs to identify relationships between coinciding purchases
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Aging
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secondary data can become quickly outdated
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Advantages of Secondary Data
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Cost, Availability, Speed, Efficiency
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Speed
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can usually be obtained quickly from a range of sources
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Format
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may classified inconveniently for present needs
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Customer discovery
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tracking detailed demographic data on customers to discern behavior patterns and predictor variables.
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Efficiency
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eliminates primary data collection steps--sampling design and data processing
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Measurement
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units may be different—pounds/kilos, cases/dozens,
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Sequence discovery
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the use of data mining to detect sequence patterns
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Internal and proprietary data
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data that originates in the organization
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Accuracy
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integrity of the source of data may be questionable or unknown
Data conversion – changing the original form of the data to a format more suitable to the present research objective Cross-check – comparing data from two sources for consistency |
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Common external sources of data
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Books and Periodicals, Government Sources, Regional Publications, Media Sources, and Commercial Sources
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Books and periodicals
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a common starting point for much basic and applied research is the wide range of professional journals
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Government sources
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federal agencies put out huge amount of data, most of which can be counted on for accuracy and high quality of investigation
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Regional publications
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these include state and local governments, the federal reserve system, large commercial banks, colleges and universities, and other regional institutions
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Media sources
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information on a broad range of subjects is available from broadcast and print media—many research subjects are commissioned by the media, e.g., the Wall Street Journal is a comprehensive source of information on security market prices
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Commercial sources
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numerous firms specialize in selling and/or publishing information. The following is a sampling of the diverse data available
-Market share data – various syndicated services supply either wholesale or retail sales volume data based on product movement -Demographic and census updates – firms such as CACI Marketing Systems offer updated computerized U.S. census files broken down into small geographic areas such as zip codes. -Consumer attitude and public opinion research –specialized syndicated services—such as Yankelovich and Harris/Interactive—report findings from attitude research and opinion polls. - Stock market sources – numerous firms sell advisory services supplying information on the aggregate market and individual stocks. |