Table A1.

Model’s variables and measures

HPWS
DescriptionItem scaleVariable
Training and learning
How many employees have participated in training sessions at other locations? (% of employees)1–7Formal and informal training
How many employees have received on-the-job training? (% of employees)1–7
How important are the following reasons for providing training to employees?  
Allowing employees to acquire skills they need to do job rotation1–4Training purpose
Increasing the capacity of employees to articulate ideas1–4
How many employees are in jobs that require continuous training? (% of employees)1–7Skill-enhancing job diffusion
Recruitment
When recruiting new employees, how important is that the candidate has the skills required to do the job?0–1Skilled employee recruitment
When recruiting new employees, how important is that the candidate has the educational qualification that are required?0–1
Rewards
How many employees at this establishment received the following types of variable pay? (% of employees)  
Payment by results1–7Variable pay schemes intensity
Individual performance1–7
Team performance1–7
Establishment performance1–7
How often are the following practices used to motivate employees: offering monetary rewards1–4Monetary lever
Performance appraisal
To be evaluated positively, how important is it that employees show the following behavior?  
Helping colleagues without being asked1–4Collaboration-oriented performance appraisal
Making suggestions for improving the way things are
done in the company
1–4
Intrinsic motivational practices
How often are the following practices used to motivate employees?  
Communicating a strong mission and vision, providing meaning to our work1–4
Providing interesting and stimulating work1–4Intrinsic levers
Providing opportunities for training and development1–4 
Information sharing
Does this establishment make use of suggestion schemes?Yes/NoSuggestion program
Which of the following practices are used to involve employees in how their work is organized?  
Meetings between employees and manager1–3Knowledge-sharing
Meetings open to all employees1–3
Dissemination of information1–3
Discussions with employees on-line1–3
Job design
For how many employees in this establishment does their job include finding solutions to unfamiliar problems? (% of employees)1–7Work time discretion and problem-solving
For how many employees does their job include independently organising their own time? (% of employees)1–7
Which of these two statements best describes the general approach to management? Managers control employees or employees can autonomously carry out their tasks0–1Work method discretion
Digital technology
How many employees use personal computers or laptops?
(% of employees)
1–7Computer use
Does this establishment use robots?Yes/NoRobots
Does this establishment use data analytics to improve the process of production?Yes/NoData analytics
Continued  
Does this establishment use data analytics to monitor employee performance?Yes/NoData analytics
Employee participation
In your opinion to what extent have employees directly influenced management decisions in the following areas?  
The organization and efficiency of work processes1–4 
Dismissals1–4
Training and skill development1–4
Working time arrangements1–4
Payment schemes1–4
Firm innovation
Since the beginning of 2016, has this establishment introduced?  
Any new or significantly changed product or services:
New to the market
0–1Product innovation
New to the establishment but not to the market
Any new or significantly changed process:
New to the market
New to the establishment but not to the market
Process innovation
Control variables
How many people work in this establishment? Size
Since what year has this establishment been carrying out this activity? Years
Establishment's main activity category Sector
How important is to regulatory developing new product, services or processes? Strategy
How competitive the market is? Market competitiveness
Country of the establishment Country
Source: Authors' own creation, questions and items courtesy of European Company Survey 2019

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