Engineering Management: Decision Making
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Questions and Answers

An engineer manager's decision significantly impacts an organization. Which statement best describes the potential consequences of their decisions?

  • Engineer managers are not responsible for catastrophic outcomes of decisions due to the complexity involved.
  • Managerial decisions have minimal effect; external market forces primarily dictate an organization's trajectory.
  • Effective decisions guarantee immediate profitability, while poor decisions result in instant bankruptcy.
  • Poor decisions can lead to organizational setbacks, while effective decisions foster growth and sustained success. (correct)

In the context of management responsibility, what is the most appropriate course of action for a manager who identifies a flawed decision?

  • Promptly rectify the decision upon recognizing the mistake. (correct)
  • Disregard the decision if it doesn't have immediate consequences.
  • Blame subordinates for the decision to deflect responsibility.
  • Conceal the decision to avoid criticism and potential repercussions.

Delaney suggests a specific course of action for managers who are unable or unwilling to make decisions. What action does he recommend?

  • Assign them to roles that do not require critical decision-making.
  • Provide them with additional training and mentorship to improve their decision-making skills.
  • Remove them from their positions as quickly as possible. (correct)
  • Implement a system where all decisions are made collectively by the team.

A production manager must choose between purchasing an air conditioning unit and a forklift due to budget constraints. Which approach best reflects sound decision-making in this scenario?

<p>Base the decision on a well-reasoned rationale, considering the needs and impact of each option. (C)</p> Signup and view all the answers

How does the level of management typically affect the nature of decision-making?

<p>The complexity and scope of decisions tend to increase as one moves up the management hierarchy. (D)</p> Signup and view all the answers

An engineer manager is evaluating two potential project proposals. Proposal A promises high returns but carries a significant risk of failure. Proposal B offers moderate returns with minimal risk. How should the manager approach this decision, considering their responsibility for the outcome?

<p>Systematically analyze the potential risks and benefits of each proposal, aligning the decision with the organization's strategic objectives and risk tolerance. (C)</p> Signup and view all the answers

In the context of decision-making within an organization, what distinguishes a 'wise' manager from one who is less effective?

<p>A wise manager promptly rectifies errors, while a less effective one avoids making any decisions. (B)</p> Signup and view all the answers

An engineer manager is faced with a decision that has ethical implications. How should the manager approach this situation?

<p>Consider the ethical implications of each option and choose the one that aligns with the organization's values and code of conduct. (C)</p> Signup and view all the answers

What is the MOST critical aspect of the decision implementation phase that directly contributes to achieving the desired objectives?

<p>Devising a comprehensive plan and ensuring resource availability. (C)</p> Signup and view all the answers

In the context of decision-making, why is the evaluation and adaptation stage considered crucial, even if the initial results appear satisfactory?

<p>To identify opportunities for further optimization and innovation. (B)</p> Signup and view all the answers

What is the MAIN purpose of feedback and control mechanisms during the decision-making process?

<p>To ensure that actions align with desired goals and provide information for future decisions. (B)</p> Signup and view all the answers

When an engineer manager confronts a complex problem, what is the MOST effective initial step to ensure a comprehensive evaluation of potential solutions?

<p>Combining qualitative intuition with a structured quantitative analysis. (A)</p> Signup and view all the answers

What distinguishes qualitative evaluation from quantitative evaluation in decision-making?

<p>Qualitative evaluation is primarily based on subjective judgment and intuition. (D)</p> Signup and view all the answers

Which scenario BEST justifies the use of a qualitative approach over a quantitative approach in decision-making?

<p>When addressing a simple, familiar problem with minimal associated costs. (A)</p> Signup and view all the answers

An engineer manager implemented a new production process, but the desired efficiency gains were not achieved. According to Ferrell and Hirt, what should the manager do NEXT?

<p>Conduct a further detailed analysis to identify the underlying issues. (B)</p> Signup and view all the answers

During decision implementation, what poses the GREATEST risk to the successful achievement of objectives?

<p>All of the above (E)</p> Signup and view all the answers

In the scenario of the factory operating on multiple shifts, what critical factor MOST likely influenced the manager's immediate decision to address the absence of workers?

<p>The need to maintain continuous production and meet operational demands. (D)</p> Signup and view all the answers

Which of the following BEST illustrates the application of queuing theory in a service-oriented business?

<p>Determining the optimal number of checkout counters in a supermarket to minimize customer wait times. (A)</p> Signup and view all the answers

Which of the following scenarios BEST demonstrates the use of a network model in project management?

<p>Breaking down a large construction project into smaller, manageable tasks with defined dependencies and timelines. (C)</p> Signup and view all the answers

A company is considering implementing a quantity discount model for its inventory management. Which of the following factors would MOST significantly influence the decision to adopt this model?

<p>The availability of suppliers offering significant price discounts for larger order quantities. (D)</p> Signup and view all the answers

A manufacturing company is experiencing frequent stockouts of a critical component. Which inventory model would be MOST appropriate for addressing this issue, assuming planned shortages are acceptable?

<p>Back order inventory model (A)</p> Signup and view all the answers

In the context of quantitative evaluation, which of the following is the MOST significant benefit of using quantitative models for decision-making?

<p>Improved ability to justify decisions based on rational and analytical techniques. (C)</p> Signup and view all the answers

A hospital emergency room is experiencing long wait times for patients. Applying queuing theory, what strategy would MOST effectively reduce patient waiting times without significantly increasing costs?

<p>Implementing a triage system to prioritize patients based on the severity of their condition. (D)</p> Signup and view all the answers

A construction company is managing a large infrastructure project with numerous interconnected tasks. What is the MOST important reason for using network models in this scenario?

<p>To identify critical paths and potential bottlenecks that could delay project completion. (D)</p> Signup and view all the answers

Which of the following differentiates PERT from CPM in project scheduling?

<p>PERT uses three time estimates per activity, while CPM uses one. (D)</p> Signup and view all the answers

An engineer manager must decide on the production capacity required for a new product line to meet anticipated demand in the next year. What quantitative technique would be most appropriate for this?

<p>Forecasting to predict future demand. (A)</p> Signup and view all the answers

An engineering firm is deciding between two project proposals. Project A has a projected net profit of $P20$ million with a 30% probability of success, while Project B offers a $P12$ million profit with an 80% probability. Which of the following statements best reflects a risk-averse approach to this decision?

<p>Opting for Project B due to its higher probability of success, despite the lower potential profit. (B)</p> Signup and view all the answers

When would multiple regression analysis be most appropriate for forecasting?

<p>When assessing the relationship between several independent factors and a dependent variable. (B)</p> Signup and view all the answers

What is a key limitation of using simulation for decision-making?

<p>It evaluates alternatives provided by the decision-maker, but does not guarantee an optimal solution. (D)</p> Signup and view all the answers

When evaluating alternatives, what distinguishes 'opportunity costs' from 'out-of-pocket costs'?

<p>Opportunity costs are potential benefits forgone by choosing one alternative over another, while out-of-pocket costs are direct cash expenditures. (A)</p> Signup and view all the answers

In the context of evaluating job applicants, what is the most critical reason for an engineer manager to establish clear evaluation criteria before reviewing applications?

<p>To ensure that the evaluation process is objective, consistent, and aligned with the requirements of the position. (D)</p> Signup and view all the answers

In what scenario is linear programming most effective as a decision-making tool?

<p>When optimizing resource allocation under specific constraints. (A)</p> Signup and view all the answers

Which situation would benefit most from the application of sampling theory?

<p>A marketing team wants to understand consumer preferences without surveying the entire population. (D)</p> Signup and view all the answers

In the applicant evaluation table, Age is considered as one of the criteria. What is the most likely reason for having age as an evaluation factor?

<p>To evaluate the candidate's potential long-term commitment and adaptability to the company's changing needs. (C)</p> Signup and view all the answers

An engineer manager is considering both PERT and CPM for a project. The project has well-defined activities with predictable durations, but cost control is also critical. Which method should the manager use?

<p>CPM, because it allows for integrating cost considerations alongside time management. (B)</p> Signup and view all the answers

Consider a scenario where a company must choose between investing in new equipment or training existing employees. Investing in equipment costs $P500,000$ and is projected to increase profits by $P150,000$ annually. Training costs $P200,000$ and is projected to increase profits by $P120,000$ annually. What additional information is most crucial for making an informed decision?

<p>The lifespan of the new equipment, the long-term impact of training, and potential changes in technology. (D)</p> Signup and view all the answers

A company wants to predict sales for a new product, considering factors like advertising spend, competitor pricing, and seasonal variations. Which quantitative technique should be applied?

<p>Multiple regression, accounting for the impact of several variables on the target outcome. (A)</p> Signup and view all the answers

An engineer manager is considering three project proposals with varying potential profits and probabilities of success. Project X has a high potential profit but a low probability of success, Project Y has a moderate potential profit and a moderate probability, and Project Z has a low potential profit but a high probability of success. How can the engineer manager best use the concepts of value, cost, and risk to make a choice?

<p>Calculate the expected monetary value (EMV) for each project by multiplying the potential profit by the probability of success, and then choose the project with the highest EMV. (C)</p> Signup and view all the answers

After evaluating alternatives, a decision-maker must make a choice. What is the primary goal in this final step?

<p>To select the alternative that best aligns with the established objectives, considering value, cost, and risk. (D)</p> Signup and view all the answers

A company is choosing between two marketing strategies. Strategy A is projected to increase sales by 20% with a high degree of confidence, while Strategy B is projected to increase sales by 30% but carries a significant risk of damaging the company's brand image. What framework should the decision-makers use to ensure that the optimal strategy is chosen?

<p>Analyze the value, cost, and risk associated with each strategy, and select the one that maximizes value while minimizing potential harm. (A)</p> Signup and view all the answers

Which of the following scenarios best exemplifies the application of Bayesian analysis in decision-making?

<p>A marketing team initially estimates campaign success probabilities and then updates these estimates based on the first week's performance data. (D)</p> Signup and view all the answers

In the context of decision theory, what is the primary advantage of using the Bayes criterion when selecting a decision alternative?

<p>It allows for the integration of subjective probabilities with objective data to maximize expected payoff or minimize expected loss. (B)</p> Signup and view all the answers

An engineering firm is deciding whether to invest in new technology. According to Figure 2.1, which internal aspect should be evaluated?

<p>Evaluation of existing plant layout and its compatibility with the new technology. (D)</p> Signup and view all the answers

An engineering firm is analyzing its external environment. According to Figure 2.2, which external entity would have the MOST direct influence on the firm's project selection?

<p>Clients, determining project specifications and acceptance criteria. (C)</p> Signup and view all the answers

How does feedback, as depicted in Figure 2.3, function as a control mechanism in the decision-making process?

<p>By providing information to adjust and refine the chosen alternative based on the outcomes of its implementation. (A)</p> Signup and view all the answers

What is the key rationale behind employing sampling techniques when gathering data for decision-making?

<p>To mitigate costs and time constraints associated with exhaustive data collection. (B)</p> Signup and view all the answers

Which of the following best demonstrates the 'rational way' to approach problem-solving as defined by decision theory?

<p>Employing structured methods to analyze problems in scenarios with limited information. (D)</p> Signup and view all the answers

How does the integration of Bayesian analysis enhance the evaluation of alternatives in decision-making?

<p>By revising and updating initial assessments of event probabilities, incorporating new information. (D)</p> Signup and view all the answers

Flashcards

Manager's Primary Task

Providing leadership to achieve organizational objectives.

Decision-Making

The skill of selecting from various options to achieve a desired outcome.

Decision blunder

A negative outcome for an organization due to a poor decision.

Decision-Making Power

Managers authorize resource usage through decisions.

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Managerial Responsibility

Engineer managers have a responsibility to make informed decisions.

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Correcting Errors

Correct wrong decisions quickly.

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Indecisive Managers

Inability or unwillingness to make necessary choices, which is dangerous.

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Decision Accountability

Accountable for the outcomes of decisions, especially at higher levels.

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Evaluate Alternatives

The process of assessing the value, cost, and risk associated with each potential solution to a problem.

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Value of Alternatives

Expected benefits or advantages of choosing a specific course of action.

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Cost of Alternatives

Direct expenses, potential missed gains, and future upkeep costs associated with an alternative.

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Risk Characteristics

The probability of successfully achieving the desired outcome with a given alternative.

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Applicant Evaluation

A systematic process to compare candidates based on pre-defined criteria like education, training, and experience.

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Total Points (Evaluation)

Weighing different aspects of candidates to quantify/score them.

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Make a Choice

Selecting the most suitable option after a thorough comparison of the evaluated alternatives.

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Choosing best alternative

Consider all aspects of the decision (e.g., financials, risk) and choose the best option

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Choice-Making

Choosing among various potential solutions to a problem.

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Implementation

Carrying out a decision to achieve specific objectives.

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Feedback

Checking results at each stage to align with original goals.

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Control

Ensuring actions match desired activities or goals.

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Qualitative Evaluation

Using intuition and subjective judgment to evaluate options.

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Quantitative Evaluation

Assessing alternatives using numbers and calculations.

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Ranking Alternatives

Identify all significant consequences of each choice.

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Evaluate and Adapt

To ensure results and provide info for future decisions.

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Immediate Decisions

Choices made immediately due to pressing circumstances.

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Quantitative Models

Techniques aiding decisions, including inventory, queuing, network, forecasting, regression, simulation, linear programming, sampling, and statistical decision theory.

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Inventory Models

Models that help make inventory decisions.

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Economic Order Quantity Model

Calculates the ideal order quantity to minimize yearly costs.

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Production Order Quantity Model

EOQ applied to production orders.

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Back Order Inventory Model

Inventory model used for planned shortages.

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Quantity Discount Model

Minimizes total costs when suppliers offer discounts for larger orders.

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PERT (Program Evaluation Review Technique)

A project scheduling technique using three time estimates for each activity.

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CPM (Critical Path Method)

A project scheduling technique using one time estimate per activity.

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Forecasting

Using past/current data to predict future outcomes.

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Regression Analysis

Forecasting using the relationship between two or more variables.

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Simulation

A model that represents reality.

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Linear Programming

A technique to find the optimal solution within constraints.

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Sampling Theory

Statistically determining sample sizes for processes.

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Regression Model

Examines the association between two or more variables.

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Sampling

An alternative to data gathering that saves time and money.

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Decision Theory

A rational method to solve problems with limited information.

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Bayesian Analysis

The process of revising probabilities with extra information.

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Bayes Criterion

Selecting the decision alternative with the maximum expected payoff.

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Internal Environment

Internal factors impacting the firm.

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External Environment

External factors impacting the firm.

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Organizational Aspects

Organizational structure, policies and rules.

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Study Notes

  • Managers provide leadership to achieve organizational objectives and must master decision-making.
  • Situations often require choosing from options, each impacting organizational operations.
  • An engineer manager's decision-making is vital for professional success.
  • Poor decisions can destroy an organization, while good ones foster growth.

Decision-Making as a Management Responsibility

  • Workplace decisions occur at all levels and management stages.

  • Authorizing resource use requires decision-making.

  • Engineer managers are responsible for decisions, and while mistakes happen, wise managers correct them promptly.

  • Managers who avoid decisions are considered dangerous.

  • Management aims for the best decision.

  • They are accountable for decision outcomes.

  • Higher management levels face bigger, complex decisions.

  • Decisions require sound reasoning, as managers are held responsible.

What is Decision-Making?

  • Decision-making involves identifying and selecting actions suitable for the situation's demands.
  • Engineer managers use processes to determine the optimal solution.
  • Decision-making happens at all management levels and functions like directing, organizing and planning.
  • According to Nickels and other writers, decision-making is key to all management.

The Decision-Making Process

  • Rational decision-making involves a series of steps:
    • Diagnose problem
    • Analyze environment
    • Articulate problem or opportunity
    • Develop viable alternatives
    • Evaluate alternatives
    • Make a choice
    • Implement decision
    • Evaluate and adapt decision results

Diagnose Problem

  • First identifying the problem is the first step to intelligent decision making
    • Overlooking this makes future success impossible
    • Identification of the problem is key to the problems solution.
  • A problem arises when there's a gap between the actual and desired situation and can be illustrated as follows:
    • Construction firm missing it's 25 story build target

Analyze the Environment

  • The environment significantly affects an organization's success.
  • Environmental analysis identifies internal or external constraints:
    • Internal constraints like limited funds, training, or poor facilities.
    • External constraints examples include patents, limited markets, or zoning regulations.
  • Internal and external limitations must be considered when making decisions.
  • Ignoring constraints can be costly, causing the president to relocate a chemical factory due to resident concerns.
    • The environment has two components, internal and external.
    • Internal environment pertains to organizational activities that inform decision making.
    • External environment involves variables outside the firm's control.

Develop Viable Alternatives

  • Problems can often be solved and can be made possible by using the following steps:

    • Prepare list of alternative solutions
    • Determine the viability of each solution
    • Revise the list by striking out those that are not viable
  • For instance:

    • An engineering increasing it's output by 30% as the result of a new agreement between them and one of their clients
  • List of the alternative courses of action show the following by the engineering manager:

    • improve the capacity of the firm by hiring more workers and building additional facilities
    • Secure services of subcontractors
    • Buy the needed additional output from another firm
    • Stop serving some of the company's customers
    • Delay servicing some clients.
  • The list was then revised:

    • the 1st three were deemed viable
    • the last two were deleted due to adverse effects.

Evaluate Alternatives

  • Once alternatives are considered viable, they are necessary to further reduce the list.

  • Proper evaluation makes choosing the right list less difficult

  • How the alternatives will be evaluated will depend on the factors determined by nature: nature of alternatives, firm & presented

  • Wm.E. Souder suggests, "each alternative must be analyzed in terms of it's value, cost, and risk characteristics.

  • The value of the alternatives refers to the benefits that can be expected.

    • Ex. a net profit of 10 million per year if the alternative is chosen
  • Some common ways to evaluate these alternatives are:

    • Cost of the alternative: refers to out-of-pocket costs ex 100 million for construction of facilities
    • Opportunity costs: opportunity to earn interest ex. 2 million per year if money is invested elsewhere
    • Follow-on costs: Costs of maintenance of facilities ex. 3 million per year for maintenance of facilities constructed
    • Risk characteristics: Likelihood of achieving the goals of the alternatives.
    • Ex. net profit of 10 million is only 10 percent, may consider an alternative with 5 million profit, however, the probability is 80%
    • Engineers must choose how to fill a vacancy from a limited amount of applicants.
    • Evaluation by HR or by personal criteria to ensure the correct fit for all candidates.

Make a Choice

  • After evaluating alternatives, the decision-maker selects a choice, ensuring prior steps were correct.
  • Choosing refers to selecting among alternatives, Webber advises identifying consequences of each.
  • Ranking alternatives best to worse based on factors like cost, benefit, or risk simplifies selection.
  • The best way to get around this issue is to make sure particular attentiveness is given to the significance and affect of each choice.

Implement Decision

  • Implementation is essential after making a decision, or decision-making becomes futile.
  • Implementation means carrying out the decision to achieve objectives, and the best way to achieve them, is by having a good plan in place.
  • Resources must be available, and involved parties must understand/accept the solution to follow through properly said Aldag & Stearns.
  • The process should go into effect and be looked over thoroughly.

Evaluate and Adapt Decision Results

  • Monitoring outcomes and analyzing results in decision success is important to assess if it worked.
  • Managers should use feedback mechanisms to ensure the overall results and ensure information of future decisions.
  • Feedback involves checking each stage of the process to ensure the alternatives generated, the criteria used in evaluation, and the solution selected.
  • Control involves actions to ensure that activities are completed to the desired amount and on task.

Approaches in Solving Problems

  • Engineer managers address simple/complex problems using:
    • Qualitative evaluation
    • Quantitative evaluation
  • Qualitative evaluation uses intuition.
  • Managers use the qualitative approach when the decision making is:
    • Fairly simple
    • Familiar
    • Low Cost
    • Immediate decisions

Quantitative Models for Decision Making

  • Types of data techniques which may be useful in decision-making:
    • Inventory
    • Queuing
    • Network
    • Forecasting
    • Regression analysis
    • Simulation
    • Sampling Theory
    • Statistical decision theory

Inventory Models

  • Inventory Models assist engineering managers in inventory decisions:

    • Economic Order Quantity Model: calculates the ideal order quantity to minimize annual costs.
    • Production Order of Quantity Model: applies economic order to specific production order, and scheduling.
    • Back Order of Quantity Model. inventory model used for planned shortages
    • Quantity Discount: minimizes total cost using discounts offered by supplier
    • Queuing Theory: describes determining service units to minimize customer waiting time and cost.
    • Network Models: break down complex tasks into smaller, independently managed segments. Consists of PERT and CPM
  • Key network models:

  • PERT: schedules, monitors, and controls complex projects using three time estimates.

  • CPM: schedules, monitors, and controls complex with one time factor

  • Forecasting: Engineer managers must make decisions for future implications

  • Regression analysis examines the association of two or more variables and comes in the form of either Simple or Multiple depending on the variable types.

  • Simulation: simulation is modeled to represent real life which helps determine decisions mathematically for the decision maker.

  • Linear programming optimizes solutions within imposed constraints and is a very useful decision-making tool when supply and demand limitations are a constraint.

  • Sampling: a quantitative data technique when samples are statistically determined for quality control

    • This is helpful when data gathering is expensive in time and money.
      • Statistical Decision: using a rationalize way to conceptualize, analyze and solve problems situations
  • Additional info is helpful when revising for even probability.

    • When the decision maker is able to assign probability the use of probalistic happens

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Explore the impact of engineering manager decisions on organizations. Learn strategies for flawed decision correction, resource allocation, and risk assessment in project selection to improve management responsibility and effectiveness.

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