Decision Making and Information Quality
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Questions and Answers

Match the following terms related to data and information with their definitions:

Data = Raw, unanalyzed facts Information = Processed and analyzed data Quality = Accuracy and reliability of information Timeliness = Availability of information on a real-time basis

Match the attributes of useful information with their descriptions:

Completeness = Gives managers all the information needed Relevance = Useful and suits particular needs Risk = Known outcomes with assignable probabilities Ambiguity = Information interpretable in multiple ways

Match the types of decision-making processes with their characteristics:

Structured problems = Straightforward and easily defined Unstructured problems = New or unusual problems Programmed decisions = Follow established guidelines Nonprogrammed decisions = Requires creative problem solving

Match the steps in decision-making with their appropriate order:

<p>Identify a problem = First step in decision-making Analyze alternatives = Fifth step in decision-making Select an alternative = Sixth step in decision-making Evaluate decision effectiveness = Eighth step in decision-making</p> Signup and view all the answers

Match the terms associated with incomplete information with their descriptions:

<p>Uncertainty = Probabilities of outcomes cannot be determined Time constraints = Limited time to search for solutions Cost of information = Financial limitations on data gathering Ambiguity = Multiple interpretations of information</p> Signup and view all the answers

Match the concepts related to decision criteria with their definitions:

<p>Decision criteria = Factors that define importance in resolving problems Weights = Prioritization of decision criteria Develop alternatives = Creating different options to consider Implement the alternative = Putting the chosen decision into action</p> Signup and view all the answers

Match the components of data and information with examples or applications:

<p>Quality = High accuracy of market data Timeliness = Real-time updates on sales figures Relevance = Tailored reports for management needs Completeness = Full financial disclosure for decision-making</p> Signup and view all the answers

Match the concepts of risk, uncertainty, and ambiguity with their attributes:

<p>Risk = Known outcomes with probabilities Uncertainty = Unknown future outcomes Ambiguity = Conflicting interpretations of data Time constraints = Limited duration for decision-making</p> Signup and view all the answers

Match the types of decisions with their descriptions:

<p>Programmed Decisions = Decisions made in response to well-structured problems Nonprogrammed Decisions = Unique decisions requiring custom-made solutions Procedures = A series of sequential steps for addressing problems Policies = Guidelines for making decisions</p> Signup and view all the answers

Match the conditions affecting decision failure with their definitions:

<p>Certainty = All necessary information is fully available Risk = Clear-cut goals with some information for estimation Uncertainty = Incompleteness of information about alternatives Ambiguity = Unclear goals and difficult-to-define alternatives</p> Signup and view all the answers

Match the decision-making biases with their explanations:

<p>Overconfidence Bias = Believing you know more than you actually do Confirmation Bias = Seeking information that reaffirms past choices Sunk Costs Error = Focusing on past expenditures over future consequences Hindsight Bias = Believing outcomes were predictable after they occur</p> Signup and view all the answers

Match the decision-making approaches with their characteristics:

<p>Rational Decision Making = Logical choices to maximize value Bounded Rationality = Satisficing rather than maximizing solutions Intuitive Decision Making = Based on experience and feelings Evidence-Based Decision Making = Making informed decisions based on facts</p> Signup and view all the answers

Match the decision-making techniques with their descriptions:

<p>Brainstorming = Spontaneous suggestion of alternatives in a group setting Rigorous Debate = Constructive conflict to enhance decision quality Avoid Groupthink = Suppressing contrary opinions within a group Innovative Techniques = Using creativity in the decision-making process</p> Signup and view all the answers

Match the concepts of information systems with their functions:

<p>Customer Relationship Management (CRM) = Monitoring contacts with customers Enterprise Resource Planning (ERP) = Integrating business processes across an organization Information Technology (IT) = Methods for managing and transmitting information Information System = Converting data into actionable information</p> Signup and view all the answers

Match the types of decision-making with their definitions:

<p>Rationality Assumptions = Logical and objective manager decision-making Satisficing = Choosing the first alternative that meets minimal criteria Intuition = Quick decisions based on experience without conscious thought Innovative Decision-Making = Using new techniques for better decisions</p> Signup and view all the answers

Match the biases with their impacts on decision-making:

<p>Anchoring Effect = Fixating on initial information despite later evidence Immediate Gratification Bias = Choosing options for fast rewards, ignoring costs Self-Serving Bias = Credit for successes while blaming failures on others Hindsight Bias = Incorrectly believing an outcome was predictable</p> Signup and view all the answers

Match the impacts of information technology on business with their descriptions:

<p>Portable Offices = Remote access to information Increased Collaboration = Improving teamwork through technology New Business Opportunities = Innovations and market creation via IT Efficient Organizations = Streamlining operations through technology</p> Signup and view all the answers

Match the types of decision-making environments with their definitions:

<p>Certainty = Full availability of essential information Risk = Some information is available for outcome estimation Uncertainty = Lack of complete information on outcomes Ambiguity = Unclear problem definitions and potential solutions</p> Signup and view all the answers

Match the terms related to decision-making with their correct descriptions:

<p>Nonprogrammed Decisions = Responses to unusual opportunities or threats Procedures = Sequential actions for addressing structured problems Rules = Statements indicating what can or cannot be done Policies = Broad guidelines for decision-making</p> Signup and view all the answers

Match the various biases with their thematic categories:

<p>Cognitive Bias = Overconfidence and confirmation biases Judgment Bias = Anchoring and intuitive biases Emotional Bias = Self-serving and immediate gratification biases Statistical Bias = Sunk costs and hindsight biases</p> Signup and view all the answers

Match the decision-making techniques with their best use cases:

<p>Brainstorming = Generating ideas within a group context Evidence-Based Decision-Making = Using data to inform choices Avoiding Groupthink = Encouraging diverse opinions in groups Rigorous Debate = Enhancing decision quality through conflict</p> Signup and view all the answers

Match the levels of risk faced by decision makers with their descriptions:

<p>Low Risk = High certainty in information and outcomes Moderate Risk = Some information available for estimation High Risk = Significant uncertainty in goals and outcomes Unquantifiable Risk = Lack of clear definitions for decisions</p> Signup and view all the answers

Match the decision-making approaches with their inherent assumptions:

<p>Rational Decision Making = Assumes all information is available and analyzed Bounded Rationality = Recognizes limits to information processing Intuitive Decision Making = Involves instinctual choices based on past experiences Evidence-Based Decision Making = Focuses on factual data for decisions</p> Signup and view all the answers

Study Notes

Data and Information

  • Data is raw, unanalyzed facts.
  • Information is processed and analyzed data.
  • Useful information has quality (accuracy and reliability), timeliness, completeness (including all needed info), and relevance (meeting specific needs).

Incomplete Information

  • Risk: Known outcomes with assigned probabilities.
  • Uncertainty: Unknown outcomes, probabilities unknown.
  • Ambiguity: Information with multiple conflicting interpretations.
  • Time constraints and costs: Limited time and resources for comprehensive analysis.

Decision Making Process

  • Identify a problem (discrepancy between desired and current state).
  • Define decision criteria (what's important for solving the problem).
  • If necessary, assign weights to criteria for priority.
  • Generate alternatives.
  • Analyze alternatives using criteria.
  • Choose an alternative.
  • Implement the chosen alternative.
  • Evaluate the decision's effectiveness.

Types of Decisions

  • Structured problems: Familiar, straightforward, easily defined.
  • Unstructured problems: New, unusual, complex.
  • Programmed decisions: Guidelines for routine situations (procedures, rules, policies).
  • Nonprogrammed decisions: Unique, nonrecurring situations needing custom solutions.

Conditions Affecting Decision Failure

  • Certainty: Complete information available.
  • Risk: Clear goals, estimated probabilities of success/failure.
  • Uncertainty: Goals known, incomplete information about alternatives/events.
  • Ambiguity: Unclear goals, difficult-to-define alternatives, unavailable outcome information.

Decision-Making Biases and Errors

  • Overconfidence bias: Overestimating knowledge/performance.
  • Immediate gratification bias: Prioritizing immediate rewards.
  • Anchoring effect: Fixing on initial information.
  • Confirmation bias: Seeking confirming information, ignoring contradictory.
  • Hindsight bias: Falsely believing an outcome was predictable.
  • Sunk costs error: Focusing on past expenses, ignoring future consequences.
  • Self-serving bias: Taking credit for successes, blaming others for failures.

Decision-Making Approaches

  • Rational decision making: Logical and consistent choices to maximize value, assumes complete rationality.
  • Bounded rationality: Rational but constrained by limited information processing, often leads to satisficing (good enough) solutions.
  • Intuitive decision making: Decisions based on experience, feelings, and judgment.

Innovative Decision-Making Techniques

  • Brainstorming: Group interaction for generating many alternatives.
  • Evidence-based decision-making: Using best available evidence for informed decisions.
  • Rigorous debate: Encouraging constructive disagreements for better decision-making.
  • Avoiding groupthink: Avoiding suppressing dissenting opinions.

Information Systems and Management

  • Information Technology (IT): Methods for acquiring, organizing, manipulating, and transmitting information.
  • Impact of IT on business: Remote access, better service, leaner organizations, collaboration, global exchange, improved management, customization, and new opportunities.
  • Information system: IT resources transforming data into information for decision-making.
  • Customer Relationship Management (CRM) systems: Manage customer interactions.
  • Enterprise Resource Planning (ERP) systems: Integrate organizational (production, sales) processes.

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Description

This quiz explores the distinctions between data and information, the challenges of incomplete information, and outlines the structured decision-making process. Test your understanding of how these concepts intertwine in effective decision making.

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