Exam 1 Flashcards
An umbrella term that includes the applications, infrastructure and tools, and best practices that enable access to and analysis of information to improve and optimize decisions and performance
Business Intelligence
the management of data for all uses (operational and analytical) and the analysis of data to drive business processes and improve business outcomes through more effective decision making and enhanced customer experiences
Data Analytics
Descriptive, predictive, prescriptice
Data Analytics
summarizes what has happened, historical, archival, static (examples: sales of each product per region per month)
Descriptive Analytics
what might happen in the future, probabilistic, based on models, uncertain (example: will sales in the northeast be up or down in May this year?)
Predictive Analytics
recommends what should happen and likely result of action, recommendations, likely outcomes (example: should we ship more products to the northeast region because sales are expected to be up significantly next month)
Prescriptive Analytics
Fast, automatic, effortless, implicit, affective
System 1
Slower, conscious, effortful, explicit, cognitive
System 2
exhaustively seek the best, compare decisions with others, expend more time and energy unhappier with outcomes
Maximizers
Accept good enough, don’t obsess over other options, can move on after deciding, happier with outcomes
Satisficers
Serving to indicate or point out, stimulating interest as a means of furthering investigation. Trial and error method of problem solving, used when an algorithmic approach is impractical
Heuristic
the decision-making process that is logically expected to lead to the optimal result, given an accurate assessment of the decision maker’s values and risk preferences
rationality
People assess the frequency, probability, or likely causes of an event by the degree to which instances or occurrences of that event are readily available in memory
the availability heuristic
when making a judgment about an individual (or object or event), people tend to look for traits the individual may have that correspond with previously formed stereotypes
the representativeness heuristic
search for and interpret evidence in a way that supports the conclusions we favored at the outset
Confirmation heuristic