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secondary data
facts and information collected and recorded by someone else prior to and for the purposes other than the current project
advantages of secondary data
readily available, instantaneous, inexpensive
disadvantages of secondary data
researchers of the work likely collected it for a different reason and does not fit with the research question perfectly, the user has no control over the data’s reliability and validity
questions for secondary data
is the data reliable and valid? is the time period of the data still relevant? does the data apply to the population of interest? is the data usable or be transformed to be usable?
data transformation
process of changing the original form of data to a format more suitable for achieving a stated research objective
units of measurement may cause problems because
difference in scales makes it difficult to transfer information (eg. grading scale is nontransferable but currency conversion is transferable)
cross-checks
comparison of the data from one source to another
market tracking
the observation and analysis of trends in industry volume and brand share overtime
environmental scanning
entails information gathering and fact-finding designed to detect early indications of environmental changes
push technologies
provide information to users they did not specifically request
model building
specifying relationships between two or more variables, perhaps extending to the development of descriptive, explanatory, or predictive analysis.
model building tries to specify how one thing ______ in coordination with another
changes
estimating a market potential for geographic areas happens through
transforming secondary data from two or more sources and making a projection for the geographic area of interest
index of retain saturation
local market potential (demand)
local market retailing price
investigates the relationship between retail demand and supply, higher numbers indicate a less saturated area
data mining
the use of powerful computer analytical routines to dig automatically through huge volumes of data searching for useful patterns of relationships
neural networks
a form of AI in which a computer mimics the way human brains process information and make decisions
artificial intelligence
aka machine learning, represents data-based computerized decision making, based on secondary data. aims to stimulate human intelligence
market based analysis
form of data mining that analyzes anonymous point-of-sale transaction data bases to identify coinciding purchases or relationships between products purchased and other retail shopping information
customer relationship management (CRM)
s system that maintains customer databases containing their names, addresses, phone numbers, past purchases, responses to past promotional offers and other data sch as demographic and financial data
database marketing
the practice of using CRM databases to develop one-on-one relationships and precisely targeted promotional efforts with individual customersin
internal data
data that originate in the organization and represent events recorded by or generated by the organization
proprietary data
emphasizes the fact that company owns and controls the data
enterprise search
similar to an internet search but focuses on data within the enterprises internal network, considers not only how many views a particular data page records, but also search patterns and other useful data
open source innovation
effort that involves allowing other firms real time access to otherwise proprietary data within the enterprise
external data
facts observed, recorded, and stored by an entity outside of the researchers organization. computer access makes this type of data as accessible as internal data
producers classifying external secondary data
publishers of books and periodicals, government sources, media sources, trade association sources, commercial sources, and consumer sources
vendors
secondary data available directly or through intermediaries by external producers
single source data
diverse types of data offered by a single company
National Trade Data Bank (NTDB)
Established by the Omnibus Trade and Competitiveness Act to provide “reasonable public access, including electronic access” to an expert promotion data system that was centralized, inexpensive, and easy to use