2022 D
Evaluation and Decision Model
hypothesis
Hypotheses that can be used: hypothesis + reason
- The data is accurate as it is obtained from the official website
- In expert ratings, experts’ professionalism is consistent
- The company does not disclose data information, but it is assumed that the information we need can be obtained from the company
- Assume that the ignored factors have little impact: According to the Pareto principle, for many results, about 80% of the results come from 20% of the causes; to assess the maturity level, we focus on the key parts of the causes and use the key performance Metrics to assess maturity levels
Evaluation index
All are controlled between 0 and 1, both actual/expected
- Personnel innovation rate: Use the number of creative methods provided by employees in the company as a measurement standard and normalize it
- Productivity: expected vs. actual time
- Quality of completion: related to the difficulty of the work. The difficulty of the work is given by the manager.
- Equipment costs: actual costs, forecast costs, committed costs
- Equipment stability: 1 - Equipment failure time/time to complete the task, this is the minimum indicator
- The ability of the device to process data: actual processing/expected to process, maximize
Weight calculation
Integrated after calculation using multiple methods
