What value can systems to support management decision making provide for the organization as a whole?.?. • Data-driven DSS: Supports decision making by allowing users to extract and an
Trang 1Enhancing Management Decision Making
for the Digital Firm
Trang 21 How can information systems help individual
managers make better decisions when the
problems are nonroutine and constantly
changing?
2 How can information systems help people
working in a group make decisions more
efficiently?
Trang 33 Are there any special systems that can facilitate
decision making among senior managers?
Exactly what can these systems do to help
high-level management?
4 What value can systems to support
management decision making provide for the
organization as a whole?
Trang 41 Building information systems that can
actually fulfill executive information
requirements
2 Create meaningful reporting and
management decision-making processes
Trang 5• Computer system at the management level
Trang 7• Emphasizes change, flexibility, rapid
response, models, assumptions, ad-hoc
queries, and display graphics
MIS and DSS
Trang 9• Data-driven DSS: Supports decision making
by allowing users to extract and analyze
useful information previously buried in
large databases
• Datamining: Finds hidden patterns and
relationships in large databases to infer
rules from them and predict future
Types of Decision-Support Systems
Trang 10Data Drive Customer Care at Intrawest
• How does this customer care DSS help
Intrawest make decisions?
• How has it provided value for the firm?
Window on Organizations
Trang 11Cargo revenue optimization of Continental Airlines
Trang 12• Associations: Occurrences linked to a single
event
• Sequences: Events linked over time
Types of Decision-Support Systems
Trang 13• Classification: Recognizing patterns that
describe the group to which an item
belongs
• Clustering: Similar to classification when no
groups have yet been defined Discovers
different groupings within data
Types of Decision-Support Systems
Trang 14Overview of a decision-support system (DSS)
Figure 12-2
Trang 15• DSS Database: Collection of current or
historical data from a number of
applications or groups Can be a small PC
database or a massive data warehouse
Components of DSS
Trang 16• DSS Software System: Collection of software
tools used for data analysis, such as
OLAP tools, datamining tools, or a
collections of mathematical and analytical
models
Components of DSS
Trang 17• Model: Abstract representation illustrating
components or relationships of a phenomenon
• Sensitivity Analysis: Models that ask “what-if”
questions repeatedly to determine the impact of
changes in one or more factors on the outcomes
Components of DSS
Trang 18Sensitivity analysis
Figure 12-3
Trang 19Examples of Decision-Support Systems
• General Accident Insurance: Customer
buying patterns and fraud detection
• Bank of America: Customer profiles
DSS Applications and the Digital Firm
Trang 20Examples of Decision-Support Systems
potential drilling sites
DSS Applications and the Digital Firm
Trang 21Examples of Decision-Support
Systems
• United Airlines: Flight scheduling,
passenger demand forecasting
• U.S Department of Defense: Defense
DSS Applications and the Digital Firm
Trang 22• By analyzing several years of sales data
for similar items, the software estimates a
“seasonal demand curve” for each item
and predicts how many units would sell
each week at various prices.
• The software uses sales history to predict
how sensitive customer demand will be to
price changes
DSS for Pricing Decisions
Trang 23• Can help firms model inventory stocking
levels, production schedules, or
transportation plans
• Can provide firms with information on key
performance indicators such as lead time,
cycle time, inventory turns, or total supply
DSS for Supply Chain Management
Trang 24A DSS Makes Subaru More Parts-Savvy
• How does the Servigistics system provide
value for Subaru of New England?
• How did it change the way the company
ran its business?
Window on Technology
Trang 25DSS for customer analysis and segmentation
Trang 26Predictive Analysis
• Use of datamining techniques, historical
data, and assumptions about future
conditions to predict outcomes of events
DSS for Customer Relationship Management
Trang 27• Data Visualization: Technology for
helping users see patterns and
relationships in large amounts of data by
presenting the data in graphical form
• Geographic Information System (GIS):
System with software that can analyze
and display data using digitized maps to
Data Visualization and Geographic Information Systems (GIS)
Trang 28Customer Decision-Support System (CDSS)
• System to support the decision-making
process of an existing or potential
customer
Web-Based Customer Decision-Support Systems
Trang 29• Group Decision-Support System (GDSS):
An interactive computer-based system to
facilitate the solution to unstructured
problems by a set of decision makers
working together as a group
What is a GDSS?
Trang 30• Hardware: Conference facility, electronic
hardware
• Software tools: Tools for organizing
ideas, gathering information, and ranking
and seeking priorities
• People: Participants, trained facilitator,
staff supporting hardware and software
Components of GDSS
Trang 32• Tools for voting or setting priorities
• Stakeholder identification and analysis
tools
• Policy formation tools
• Group dictionaries
Components of GDSS
Trang 33• Each attendee has a workstation
facilitator’s console
collected and saved on a file server
Overview of a GDSS Meeting
Trang 34Group system tools
Figure 12-5
Trang 35• Number of attendees can increase while
productivity increases
• More collaborative atmosphere
• Software tools follow structured methods
for organizing and evaluating ideas and
preserving the results of meetings
How GDSS Can Enhance Group Decision Making
Trang 36• Increase the number of ideas generated
• Can lead to more participative and
democratic decision making
How GDSS Can Enhance Group Decision Making
Trang 37Organizational Memory
• Store learning from an organization’s
history that can be used for decision
making and other purposes
How GDSS Can Enhance Group Decision Making
Trang 38• Focus on the information needs of senior
management
• Combine data from internal and external
sources
• Create a generalized computing and
communications environment that can be
focused and applied to a changing array of
problems
Executive Support Systems (ESS)
Trang 39• Monitor organizational performance
• Track activities of competitors
• Spot problems
• Identify opportunities
Executive Support Systems (ESS)
Trang 40• Bring together data from the entire
organization
• Allow managers to select, access, and
tailor data
• Enable executive and any subordinates
to look at the same data in the same way
The Role of Executive Support Systems in the Organization
Trang 41Drill Down
• The ability to move from summary data
to lower and lower levels of detail
The Role of Executive Support Systems in the Organization
Trang 42Developing ESS
information to be used for environmental
scanning
The Role of Executive Support Systems in the Organization
Trang 43• Analyze, compare, and highlight trends
• Provide greater clarity and insight into
data
• Speed up decision making
Benefits of Executive Support Systems
Trang 44• Improve management performance
• Increase management’s span of control
• Better monitoring of activities
Benefits of Executive Support Systems
Trang 45ESS for Competitive Intelligence
Executive Support Systems and the Digital Firm
Trang 46Executive Support Systems and the Digital Firm
Balanced Scorecard
• Model for analyzing firm performance
that supplements traditional financial
measures with measurements from
additional business perspectives, such
as customers, internal business
processes, and learning and growth
Trang 47Enterprise-Wide Reporting and Analysis
Strategic performance management tools
for enterprise systems
• SAP: Web-enabled mySAP.com™,
Management Cockpit
• PeopleSoft: Web-enabled Enterprise
Trang 48Enterprise-Wide Reporting and Analysis
Activity-Based Costing
• Model for identifying all the company
activities that cause costs to occur while
producing a specific product or service
so that managers can see which products
or services are profitable or losing money
and make changes to maximize firm
profitability
Trang 49Harrah’s and Mohegan Sun: A Tale of Two Casino DSS
1 Analyze Harrah’s and Mohegan Sun
using the competitive forces and value
chain models.
2 Compare the business strategies of
Harrah’s and Mohegan sun What role do
customer reward systems play in these
strategies? How are they similar? How
Trang 50Harrah’s and Mohegan Sun: A Tale of Two Casino DSS
Harrah’s and Mohegan Sun develop? How are
they related to their business strategy?
Which casino is more successful? Why? Can its
competitive advantage be sustained? Why or
why not?
casinos’ use of customer data? Explain your
response.