platform

Decent Work Initiatives

A project to help understanding the effectiveness of initiatives aimed at creating decent work conditions, analyzing data on employment quality, worker satisfaction, and economic impact.

Goal 08

Decision makers

Objectives

To improve the quality of employment across various sectors.

Interactive application

(none)

Data attributes

Context

The situation decision makers are in when they have to make a decision can be described by the following attributes:

  1. Sector (Categorical): ['Agriculture', 'Manufacturing', 'Services', 'Technology', 'Construction']
  2. Region (Categorical): ['NorthAmerica', 'Europe', 'Asia', 'Africa', 'SouthAmerica']
  3. EconomicStatus (Categorical): ['Developed', 'Developing', 'Underdeveloped']
  4. UnemploymentRate (Numerical, Integer): Represented as a percentage.
  5. ExistingLaborLaws (Categorical): ['Strong', 'Moderate', 'Weak']
  6. PrevWorkerSatisfaction (Numerical, Integer): Scale from 1 to 10.
  7. PrevEmploymentQuality (Numerical, Integer): Scale from 1 to 10.
  8. AverageWage (Numerical, Integer): Average monthly wage in USD.
  9. EmploymentRateChange (Numerical, Integer): Change in employment rate over the past year, percentage.
  10. PrevEconomicImpact (Numerical, Integer): Scale from 1 to 10, assessing the economic impact of previous initiatives.

Actions

Decision makers can take the following actions:

  1. InitiativeType (Categorical): ['TrainingProgram', 'WageSubsidy', 'EmploymentProtection', 'JobCreation', 'WorkConditionImprovement']
  2. InvestmentAmount (Numerical, Integer): Amount in USD (thousands).
  3. TargetGroup (Categorical): ['Youth', 'Women', 'UnskilledWorkers', 'MigrantWorkers', 'All']
  4. Duration (Numerical, Integer): Duration of the initiative in months.
  5. Partnership (Categorical): ['None', 'LocalNGOs', 'InternationalNGOs', 'Government', 'PrivateSector']

Outcomes

Decision makers are evaluated on the following outcomes:

  1. WorkerSatisfaction (Numerical, Integer): Scale from 1 to 10. (Maximize)
  2. EmploymentQuality (Numerical, Integer): Scale from 1 to 10. (Maximize)
  3. EconomicImpact (Numerical, Integer): Scale from 1 to 10. (Maximize)
  4. Cost (Numerical, Integer): Calculated based on InvestmentAmount, Duration, and the effectiveness of the initiative. (Minimize)

Data

(none)

Code

(none)

References

(none)

Discussion

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