CHAPTER 12 Business Intelligence CHAPTER OUTLINE 12.1 Managers
CHAPTER 12 Business Intelligence CHAPTER OUTLINE 12.1 Managers and Decision Making 12.2 What Is Business Intelligence? 12.3 Business Intelligence Applications for Data Analysis 12.4 Business Intelligence Applications for Presenting Results
12.5 Business Intelligence in Action: Corporate Performance Management The Managers Job and Decision Making Managers have three basic roles (Mintzberg 1973) Interpersonal roles figurehead, leader, liaison Informational roles monitor, disseminator, spokesperson
Decisional roles entrepreneur, disturbance handler, resource allocator, negotiator. The Managers Job & Decision Making (continued) Decisions and Decision making Decision refers to a choice that individuals and group make among two or more alternatives.
Decision making is a systematic process composed of three major phases: intelligence, design and choice (Simon 1977), with the implementation phase added later. Decision Making Process
Why Managers Need IT Support The number of alternatives to be considered constantly increases. Decisions must be made under time pressure. Decisions are more complex. Decision makers can be in different locations and so is the information. A Framework for Computerized Decision
Analysis Problem Structure The first dimension deals with the problem structure, where the decision making processes fall along the continuum ranging from highly structured to highly unstructured decisions. Highly structured
Semistructured Order entry Loan approval Higly unstructured Building new plant
The Nature of Decisions The second dimension of decision support deals with the nature of decisions Operational control involves executing specific tasks efficiently and effectively. Management control involves decisions concerning acquiring and using resources efficiently in accomplishing organizational goals.
Strategic planning involves decisions concerning the long range goals and policies for growth and resource allocation. The Scope of Business Intelligence Smaller organizations: Excel spreadsheets Larger organizations:
Data mining, predictive analytics, dashboards Source: Dundas Software, www.dundas.com/ dashboard/online-examples/ screenshots/Marketing-Dashboard.aspx How Organizations Use BI Develop few, related BI applications Data mart Develop infrastructure to support
enterprisewide BI Enterprise data warehouse Support organizational transformation Enterprise data warehouse 12.3 Business Intelligence Applications for Data Analysis Multidimensional Analysis or
Online Analytical Processing (OLAP) Data Mining Decision Support Systems Toh Kheng Ho/Age Fotostock America, Inc. Data Mining Data mining refers to the process of searching for valuable information in a large database, data warehouse, or data mart.
Data mining performs two basic operations: Predicting trends and behaviors; Identifying previously unknown patterns and relationships. Decision Support Systems (DSS) DSS capabilities
Sensitivity analysis is the study of the impact that changes in one (or more) parts of a model have on other parts. What-if analysis is the study of the impact of a change in the assumptions (input data) on the proposed solution.
Goal-seeking analysis is the study that attempts to find the value of the inputs necessary to achieve a desired level of output. STOCKBROKERXTRA/Age Fotostock America, Inc. Digital Dashboard (example) Source: MicroStrategy
Digital Dashboard (example) Source: Dundas Software, www.dundas.com/ dashboard/online-examples/ screenshots/Marketing-Dashboard.aspx Digital Dashboard Demo http://www.informationbuilders.com/rfr/qtdemo /AdvVis_ExecDash/AdvVis_ExecDash.html
12.5 Business Intelligence in Action: Corporate Performance Management FIGURE 12.7 1-8000 CONTACTS customer service agent dashboard.
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