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Questionnaire for Assessing the Readiness to Implement AI of Companies Operating in the Energy Sector Industry
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1. Your status in the company *
2.  Priority areas of your company (e.g. hydropower, wind, solar, bioenergy / energy production; production, installation, maintenance of equipment for renewable energy; research and design work in the industry) *
3.  The scale of the company: *
4.  Country and region in which your company is located (if the company operates in more than one region, indicate the one in which the head office is located) *
5.  Your gender: *
6.  Your age: *
7.  Total work experience: *
8.  Length of service at the company: *
9.  Your education– indicator AI9: *
10. Academic degree– indicator AI10: *
11. Your level of computer knowledge – indicator AI11: *
12. Rate your risk appetite on a 5-point scale (“5” – I take risks easily, “0” – I’m risk-averse) –AI12 *
13. Rate on a 5-point scale how relevant you consider the risk of cyber-threats to your company that will lead to significant economic losses when using AI (“5” – this risk is significant and such that it threatens the business functioning, “0” – the absence of such a risk) – AI13 *
14. Rate on a 5-point scale how quickly you adapt to the new conditions of business and life (“5” – almost immediately, new conditions do not create discomfort from the very moment of their occurrence, “0” – the adaptation period does not pass completely, I continuously feel discomfort) – AI14 *
15. Rate on a 5-point scale how important you think taking additional micro- and macro-level actions to protect personal data when using AI (“5” – there is a significant risk associated with data leak when using AI, so appropriate preventive actions should be taken, “0” – no need to take additional actions) – AI15 *
16. Rate on a 5-point scale risk of making poor decisions when using AI without human intervention (“5” – this risk is significant, “0” – no such risk) – AI16 *
17. Rate on a 5-point scale how strongly you agree that using AI can completely replace human labor in your company with no loss in quality (“5” – agree, “0” – disagree) – AI17 *
18. Rate on a 5-point scale how strongly you agree that using AI will increase objectivity and validity in decision-making (“5” – agree, “0” – disagree) – AI18 *
19. Rate on a 5-point scale how strongly you agree that the use of AI will reduce corruption (“5” – agree, “0” – disagree) – AI19 *
20. Rate on a 5-point scale how strongly you agree that using AI will significantly reduce the time spent on work tasks (“5” – agree, “0” – disagree) – AI20 *
21. Rate on a 5-point scale how strongly you agree that using AI will make your work easier (“5” – agree, “0” – disagree) – AI21 *
22. Rate on a 5-point scale how strongly you agree that the use of AI can lead to the professional degradation of employees (“5” – agree, “0” – disagree) – AI22 *
23. Rate on a 5-point scale how strongly you agree that the use of AI can cause employees to lose their ability to make decisions and take responsibility (“5” – agree, “0” – disagree) – AI23 *
24. Rate on a 5-point scale how strongly you agree that the use of AI can lead to a decrease in employee intelligence (“5” – agree, “0” – disagree) – AI24 *
25. Rate on a 5-point scale how strongly you agree that the use of AI can lead to a decrease in employee creativity (“5” – agree, “0” – disagree) – AI25 *
26. Rate on a 5-point scale how strongly you agree with the statement that using AI can improve your company performance (“5” – agree, “0” – disagree) – AI26 *
27. Rate on a 5-point scale how significant you consider the risk of creating a fake reality (non-existent legal entities, physical persons, transactions, and so on) when using AI (“5” – there is a significant risk that threatens business functioning, “0” – no significant risk) – AI27 *
28. Rate on a 5-point scale how strongly you agree with the statement that the vendor management system at the enterprise promotes the AI development: there is a certain system of motivation and incentives, psychological work initiated by management, which is aimed at the development of readiness for the AI implementation (“5” – agree, “0” – disagree) – AI28 *
29. Rate on a 5-point scale how positively you feel about technological innovations (“5” – positive, “0” – negative) – AI29 *
30. Rate on a 5-point scale how significant the increase in unemployment in the country is when using AI (“5” – the use of AI will lead to significant growth of unemployment, “0” – the growth of unemployment will not be significant) – AI30 *
31. Rate on a 5-point scale how significant the risk of AI technology failure is (“5” – this risk is significant and such that it threatens the business functioning, “0” – no such risk) – AI31 *
32. Rate on a 5-point scale how strongly you agree with the statement that using AI will increase labor efficiency in the company (“5” – agree, “0” – disagree) – AI32 *
33. Rate on a 5-point scale how strongly you agree with the statement that the use of AI will significantly improve the accuracy of the results of product demand forecasting, expenses and other economic indicators of the company, which will increase the efficiency of planning (“5” – agree, “0” – disagree) – AI33 *
34. Rate on a 5-point scale how strongly you agree that using AI technology will increase company sales (“5” – agree, “0” – disagree) – AI34 *
35. Rate on a 5-point scale how strongly you rate the role of AI in improving product quality (“5” – the use of AI can significantly improve quality of products and services provided by the company, “0” – the use of AI cannot improve product quality) – AI35 *
36. Rate on a 5-point scale how strongly you agree that AI technology with efficient use can reduce the time to create new, more efficient technologies for energy production from energy sector sources (“5” – agree, “0” – disagree) – AI36 *
37. Use of AI enables optimization of the company's business processes (“5” – agree with the statement, “0” – disagree) – AI37 *
38. Rate on a 5-point scale how economical you think for the company to invest in data storage, collection and management, and their integration into key business processes related to the use of AI (“5” – profitably for the company since the positive effect exceeds the cost, “0” – unprofitably) – AI38 *
39. Rate on a 5-point scale how significant you consider an obstacle to the AI technology implementation the complexity of industry specifics, various technological processes, and related additional costs (“5” – these difficulties are a significant obstacle, “0” – no significant obstacles) – AI39 *
40. Rate on a 5-point scale whether you have experience of using AI in professional activities (“5” – I have experience of repeated use of AI technologies, “0” – I have no such experience) – AI40 *
41. Rate on a 5-point scale how strongly you assess your ability to master AI technology (“5” – capable of mastering, without much difficulty, “0” – not capable of mastering) – AI41 *
42. Rate on a 5-point scale how significant you consider the problem of legislative misregulation of copyrights when using AI (“5” – this problem is a significant obstacle in AI development, “0” –there is no such problem practically) – AI42 *
43. Rate on a 5-point scale how strongly you agree with the statement that AI limited use is due to the lack of legislation to regulate responsibility in decision making using these technologies (“5” – the problem of lack of legislative regulation of responsibility in decision making has a significant impact on AI implementation, “0” – this problem is not significant) – AI43 *
44. Rate on a 5-point scale how strongly you agree that imposition of a tax or license on AI is a significant deterrent to its use (“5” – agree, “0” – disagree) – AI44 *
45. Rate on a 5-point scale how strongly you agree with the statement that high cost is a significant reason holding back AI technology implementation (“5” – agree, “0” – disagree). – AI45 *
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