Table 6 List of the coefficients of the ridge regression
General skill from O*NET | Ridge coefficient |
|---|---|
Achievement | 0.07 |
Active learning | − 0.01 |
Active listening | − 0.03 |
Administration and management | 0.01 |
Analyzing data or information | 0.04 |
Assisting and caring for others | − 0.05 |
Biology | 0.05 |
Building and construction | 0.15 |
Chemistry | 0.06 |
Clerical | 0.01 |
Coaching and developing others | − 0.01 |
Communicating with persons outside organization | 0.04 |
Communicating with supervisors peers or subordinates | 0.03 |
Communications and media | 0.01 |
Complex problem solving | − 0.03 |
Computers and electronics | − 0.02 |
Controlling machines and processes | − 0.07 |
Coordinating the work and activities of others | 0.05 |
Coordination | − 0.02 |
Critical thinking | − 0.01 |
Customer and personal service | − 0.04 |
Design | 0.02 |
Developing and building teams | 0.06 |
Developing objectives and strategies | 0.01 |
Documenting recording information | 0.03 |
Economics and accounting | 0.07 |
Education and training | − 0.01 |
Engineering and technology | 0.07 |
English language | − 0.02 |
Equipment maintenance | 0.02 |
Equipment selection | − 0.03 |
Establishing and maintaining interpersonal relationships | − 0.02 |
Estimating the quantifiable characteristics of products events or information | 0.02 |
Evaluating information to determine compliance with standards | 0.04 |
Fine arts | − 0.09 |
Food production | − 0.03 |
Foreign language | − 0.08 |
Geography | 0.08 |
Handling and moving objects | − 0.04 |
History and archeology | − 0.02 |
Identifying objects actions and events | − 0.05 |
Independence | − 0.03 |
Inspecting equipment structures or material | 0.01 |
Installation | 0.05 |
Instructing | − 0.01 |
Interacting with computers | 0.01 |
Interpreting the meaning of information for others | 0.02 |
Judging the qualities of things services or people | − 0.03 |
Judgment and decision making | − 0.01 |
Law and government | 0.05 |
Learning Strategies | − 0.03 |
Making Decisions and Solving Problems | − 0.04 |
Management of Financial Resources | 0.05 |
Management of Material Resources | 0.03 |
Management of Personnel Resources | 0.01 |
Mathematics | 0.01 |
Mechanical | 0.05 |
Medicine and Dentistry | − 0.06 |
Monitor Processes Materials or Surroundings | 0.02 |
Monitoring | 0.01 |
Monitoring and Controlling Resources | 0.03 |
Negotiation | 0.05 |
Operating Vehicles Mechanized Devices or Equipment | 0.04 |
Operation and Control | 0.01 |
Operation Monitoring | 0.01 |
Operations Analysis | − 0.07 |
Organizing Planning and Prioritizing Work | − 0.02 |
Performing Administrative Activities | − 0.04 |
Performing General Physical Activities | 0.02 |
Personnel and Human Resources | − 0.03 |
Persuasion | 0.05 |
Philosophy and Theology | − 0.04 |
Physics | 0.08 |
Production and Processing | − 0.02 |
Programming | 0.06 |
Provide Consultation and Advice to Others | 0.06 |
Psychology | − 0.03 |
Public Safety and Security | 0.07 |
Quality Control Analysis | 0.01 |
Reading Comprehension | 0.02 |
Recognition | 0.01 |
Relationships | − 0.03 |
Repairing | 0.01 |
Repairing and Maintaining Electronic Equipment | − 0.02 |
Repairing and Maintaining Mechanical Equipment | − 0.01 |
Sales and Marketing | 0.01 |
Scheduling Work and Activities | 0.01 |
Science | 0.03 |
Selling or Influencing Others | 0.05 |
Social Perceptiveness | − 0.05 |
Sociology and Anthropology | − 0.02 |
Speaking | − 0.02 |
Staffing Organizational Units | − 0.02 |
Support | − 0.13 |
Systems Analysis | 0.06 |
Systems Evaluation | 0.05 |
Technology Design | − 0.01 |
Telecommunications | − 0.06 |
Therapy and Counseling | − 0.05 |
Thinking Creatively | − 0.02 |
Time Management | − 0.03 |
Training and Teaching Others | − 0.03 |
Transportation | 0.01 |
Troubleshooting | 0.02 |
Updating and Using Relevant Knowledge | − 0.01 |
Working Conditions | 0.05 |
Writing | 0.04 |