Decision Analysis Problem (DAP) is a systematic way of assessing the various alternatives and selecting the best alternative to achieve the objective. So, DAP is related to the appropriate decision-making by an individual or organization.
Since the individual or organization has to decide in their day-to-day life, such decisions should be appropriate under the given resources, time, and information.
The best decision-making helps to achieve the objective through efficient mobilization of the given resources. So, the decision maker has to follow the systematic decision analysis procedure to make the best possible decision.
Since the decision analysis problem is the systematic or scientific approach of taking the best decision out of the various alternatives, it follows the following general steps:
- Step 1: Identification of the problem: Suppose (sales↓) declining sales
- Step 2: Define the objective (Sales↑)
- Step 3: Identify the possible alternatives to achieve the objective
- Step 4: Collection
- Step 5: Evaluate/assess each alternative using the specific decision-making criteria
- Step 6: Select the best alternatives and execute/implement the decision
- Step 7: Monitoring and evaluation of the implemented decision for further improvement in the future
Rationale/Importance of DAP: Decision Analysis Problem
The business organization has limited resources in terms of finance, human resources, technology, and time.
There is risk and uncertainty about the market due to competition from rival firms as well as unpredictable government policy, the behavior of the customer, and the environment. In such a situation, the manager has to make the appropriate decision to deal with the given problem, where the DAP helps the manager to make the best possible decision to achieve the specific objective of the organization.
The following is the rationale or importance of Decision Problem Analysis by the manager.
- Helps to justify the real problem, not just the symptoms.
- Ensures the link between problem, objectives, alternatives, and decision-making criteria.
- Helps in the efficient utilization of scarce resources.
- Improves the organization’s strategic planning and competitiveness.
- Facilitates coordination and communication among the organization’s stakeholders.
- Improves managerial confidence and accountability.
- Avoids Ad-Hoc (हचुवाको भरमा) basis of decision making.
- Minimizes the risk and uncertainty.
- Develop ownership of the stakeholders in the business organization due to their effective participation in problem identification and decision-making.
Issues and Challenges in DAP
- The problem of identifying the real issue.
- Lack of adequate and reliable information.
- Too many alternatives to evaluate, making the DAP costly.
- Limited time and resources.
- Unable to assess/evaluate the risk and uncertainty.
- Human bias or judgmental in decision-making.
- Conflicts among the stakeholders.
- Difficulty in quantifying the qualitative factors in decision-making.
- Dynamism in the market and technology.
- Lack of adequate human resources and technology for decision analysis.
Time Perspective in Business Decision
Every business decision has short-run and long-run implications, and the decision maker/manager has to maintain the balance between them. It means that if the manager is more focused on short-run outcomes, it may be costly for long-run growth and sustainability of the business.
Similarly, the focus on long-run growth may harm the short-run survival of the business.
For example, the manager may focus on increasing the profit in the short run, in order to maximize the short-run profit. The firm tries to reduce the cost, which may compromise the quality of the product.
So, by reducing the cost, the firm can increase the profit in the short run, but in the long run, there will be a huge loss due to the poor quality of the product, erosion in the brand of the product, and loss of customer loyalty.
Similarly, if the firm prioritizes the long-term profit only and focuses on the quality and branding of the product, it requires more investment in R&D, which gives a return in the future only.
So, the firm may face the problem of day-to-day cash flow and threats to the survival of the business.
Therefore, the business decision should consider such short-run and long-run dimensions of the decision,
For the short-run survival and long-run growth and sustainability of the business, any decision taken at present should maintain the balance between short-run and long-run implications/effects of the decision.
For eg. A firm should focus in the short run not only on maximizing short-run profit but also on long-run growth and sustainability. For this, in the short run, the business decision should case/consider regular cash flow and survival of the business. In the long run, it should gradually invest in R & D for better quality, cost reduction, and branding of the product.
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