business analytics 12. 1. explain different ways in which it supports decision making. 2. provide...

Business Analytics

1212

1. Explain different ways in which IT supports decision making.

2. Provide examples of different ways that organizations make use of business intelligence (BI).

3. Explain the value that different BI applications provide to large and small businesses.

4. Offer examples of how businesses and government agencies can use different BI applications to analyze data.

5. Explain how your university could use CPM to effect solution to two campus problems.

1.Managers and Decision Making2.What Is Business Intelligence?3.Business Intelligence Applications for Data

Analysis4.Business Intelligence Applications for

Presenting Results5.Business Intelligence in Action: Corporate

Performance Management

[ [ Opening Case Opening Case Developing Smarter Developing Smarter

Cities through Analytics Cities through Analytics ]]

• The Problem

• The Solution

• The Results

• What We Learned from This Case

About About [small] [small] businessbusiness

Analytics Helps Farmers

12.1

Managers and Decision Makers

12.1

• The Manager’s Job and Decision Making

• Why Managers Need IT Support• What Information Technologies

Are Available to Support Managers?

• A Framework for Computerized Decision Analysis

The Manager’s Job and Decision Making

• Three basic roles of a manager– Interpersonal

– Informational

– Decisional

Why Managers Need IT Support

• Decision making is difficult due to the following trends:– Number of alternatives is constantly increasing

– Most decisions must be made under time pressure

– Increased uncertainty in the decision environment

– Often necessary to rapidly access remote information, consult with experts, or conduct a group decision-making session

What Information Technologies are Available to Support Managers?• Business Intelligence (BI)

A Framework for Computerized Decision Analysis• Problem Structure

– Structured– Semi-structure– Unstructured Decisions

• Nature of Decisions– Three broad categories of managerial decisions

• Operational control• Management control• Strategic planning

• The Decision Matrix• Computer Support for Structured Decisions

Problem Structure

• Structured• Semi-structure• Unstructured Decisions

Nature of Decision

• Three broad categories of managerial control in decision making– Operational control

– Management control

– Strategic planning

What is Business Intelligence?

12.2

• The Scope of Business Intelligence– The Development of One or a Few

Related BI Applications– The Development of Infrastructure to

Support Enterprise-wide BI– Support for Organizational

Transformation

[about business][about business]

Can We Predict the Weather?

12.2

[about business][about business]

Predicting Customer Behavior

12.3

Business Intelligence Applications for Data Analysis

12.3

• Multidimensional Analysis or Online Analytical Processing (OLAP) (aka, multidimensional analysis)

• Data Mining• Decision Support Systems

(DSS)

Data Mining is Used in:

• Retailing and sales• Banking• Manufacturing and production• Insurance• Police work• Healthcare• Marketing

Decision Support Systems (DSS)

• Sensitivity Analysis• What-if Analysis• Goal-Seeking Analysis

[about business][about business]

Analytics Helps to Reduce Injuries to Rugby Players

12.4

Business Intelligence Applications for Presenting Results

12.4

• Dashboards• Data Visualization

Technologies• Real-Time BI

Dashboards

• Capabilities of Dashboards– Drill-down

– Critical Success Factors (CSF)

– Key Performance Indicators (KPI)

– Status Access

– Trend Analysis

– Exception Reporting

Data Visualization Technologies

• Geographical Information Systems– Geocoding

• Reality Mining• Example

– New York City

– Singapore

– Other Major Cities

Business in Action: Corporate Performance Management

12.5

• Key Performance Indicators (KPI)

• Corporate Performance Management (CPM)– Example

• VAASAN Group

[[ Closing Case Closing Case Santa Cruz Police Santa Cruz Police

Department (SCPD) Department (SCPD) ]]

• The Problem

• The IT Solution

• The Results