CISB594 – Business Intelligence

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Presentation transcript:

CISB594 – Business Intelligence Changes in Business Environment and Managerial Decision Making

References Materials used in this presentation are extracted mainly from the following texts, unless stated otherwise.

Objectives At the end of this lecture, you should be able to: Critically discuss problems faced by today’s business and ways they are being addressed Discuss the need for computerized support of managerial decision making CISB594 – Business Intelligence

Changing Business Environment The environment in which organizations operate today is becoming more and more complex Tough time for business, too many factors to be taken into account, more competitions, more pressures, more management problem The complexity creates opportunities on one hand and problems on the other. CISB594 – Business Intelligence

Changing Business Environment Factors that change Business environment factors can be divided into four major categories: markets, consumer demands, technology, societal The intensity of these factors increases with time CISB594 – Business Intelligence

Business Environment Factors FACTOR DESCRIPTION Markets Strong competition, expanding global markets Blooming electronic markets on the Internet Innovative marketing methods Opportunities for outsourcing with IT support Need for real-time, on-demand transactions Consumer Desire for customization demand Desire for quality, diversity of products, and speed of delivery Customers getting powerful and less loyal Technology More innovations, new products, and new services Increasing obsolescence rate Increasing information overload Social networking, Web 2.0 and beyond Societal Growing government regulations and deregulation Workforce more diversified, older, and composed of more women Prime concerns of homeland security and terrorist attacks Increasing social responsibility of companies Greater emphasis on sustainability CISB594 – Business Intelligence

Organizational Responses – managerial approach In handling the complexity of today’s business environment, managers are expected to respond quickly and be agile Be Reactive, Anticipative, Adaptive, and Proactive Managers may take actions, such as Employ strategic planning Restructure business processes Participate in business alliances/Improve partnership relationships Improve corporate information systems Encourage innovation and creativity … and many more Need to call for many-many informed decisions CISB594 – Business Intelligence

Decision Making in Business Management  Decision Making Decision making means selecting the best solution from two or more alternatives Management was considered an art because a variety of individual styles could be used in addressing problems Often based on creativity, judgment, intuition, experience rather than on a scientific approach. Studies suggest that managers roles can be classified into 3 major categories: Interpersonal – figurehead, leader Informational- spokesperson, disseminator Decisional- negotiator, resource allocator CISB594 – Business Intelligence

Decision Making in Business Making decision has become a complex tasks in management, due to the rapidly changing business environments : IT has resulted in more and more alternatives to choose from Government regulation, political climate makes it difficult to predict results Need to make fast decisions, insufficient time to weigh decisions, errors may cost the business negatively Intuition and trial-and-error approaches to managerial decision making may not be as effective and applicable in today’s business environment CISB594 – Business Intelligence

And we know this… Today’s computerized systems offer capabilities to facilitate decision support through: Speedy computations Improved communication and collaboration Increased productivity of group members (automated processes) Improved data management (easy retrieval of data) Quality support Ubiquity CISB594 – Business Intelligence

Structured Decision and Unstructured Decision Decision-making processes depends on the degree of structuredness Structured processes are routine and typically repetitive problems – standard solution exists. E.g. rule based solution, if only 70% on the seats on a flight from LA to NY are sold three days prior to departure , offer a discount of x % to non-business travelers. Unstructured processes are complex, no fixed solution – necessary to develop customized solutions. Such solutions will require intuition, judgment, communication and collaboration in manpower and technologies E.g. How to decide on advertising and promotions CISB594 – Business Intelligence

Decision Making in Business How/Where can he obtain the answers for those questions? CISB594 – Business Intelligence

Common Business Questions In Telecommunication business Which customer groups are highly profitable, and which are not? To which customers should we advertise which kind of special offers? What kind of call rates would increase profits without losing good customers? How do customer profiles change over time? E.g from a student to an employee CISB594 – Business Intelligence

Common Business Questions In Health Business Personal health records (at GPs, specialists, etc.) – how many obesity case, common health problems Hospital data (e.g. admission data, midwives data, surgery data) – number of registered nurse, doctors Are people committing fraud? – MCs, medical report Correlations between social and environmental issues and people's health? CISB594 – Business Intelligence

Common Business Questions In Finance Credit card transactions – most visited websites for online purchase, when, how much Loan applications – types of loans Retail financing deals – willingness to take up loan among customers Is a customer likely to repay their loans? – patterns based on age, salary, gender Will a customer respond to special offers? CISB594 – Business Intelligence

Common Business Questions In Retail What items are you likely to buy in the future? In particular what combinations are you likely to buy How can we re-arrange our store to make you impulse buy – coke and nappies! What kind of special offers would you most likely respond to? Which other customers are you most closely related to? What kind of ads can we display to you while you browse? CISB594 – Business Intelligence

Exercise Think of a fast food and beverage business Assume you are part of the management/ decision makers (Identify at least 2 roles) Identify a list of business questions you may have in performing your duties Discuss how the answers to these questions can help to make the business perform better Prepare a presentation to summarize your discussion

Question for you Discuss 3 reasons why making business decisions today has become a complex task Today’s computerized systems offer capabilities to facilitate decision support through ubiquity. Explain this notion.

Now ask if .. You are able to: Critically discuss problems faced by today’s business and ways they are being addressed Discuss the need for computerized support of managerial decision making CISB594 – Business Intelligence