Public Perception of AI

Why Workers Use AI Less Often: Reasons for Declining Workplace AI Use in Germany

This short report summarizes recent findings on the extent and the change in the professional use of artificial intelligence (AI) among workers in Germany. It is based on a quota-based online survey of 2,585 workers, conducted from 29 April 2026 to …

Monitor Digital Working Society—Brief report on the fourth wave of surveys: AI is becoming increasingly embedded in everyday work: Rising usage, greater degrees of autonomy and growing concerns

This brief report presents key findings from the last of four representative survey waves of the Monitor Digital Working Society, conducted as part of the research project Opinion Monitor Artificial Intelligence 3.0. The analysis is based on …

Shaping the Use of AI in the Workplace – Between Autonomous Use and Workload Reduction: Brief Report on a Conjoint Study

This brief report presents key findings from a conjoint study conducted in May 2026 as part of the project Opinion Monitor Artificial Intelligence 3.0. The analysis examines the preferences of around 2,800 dependent employees in Germany regarding …

Perceived Industry Resilience to AI: A Two-Wave Survey of Employees Across 15 Sectors

Artificial intelligence (AI) is expected to transform industries unevenly, yet little is known about how employees themselves evaluate the capacity of their industries to adapt. This study introduces perceived industry resilience to AI as a …

The public legitimacy of artificial intelligence governance

This chapter examines the public legitimacy of artificial intelligence governance (AIG) by synthesising the existing comparative, survey-based literature. We conceptualise legitimacy sociologically, encompassing the input, throughput, and output …

Monitor Digital Working Society—Brief report on the third wave of surveys. Following the rise in AI interest: Between stabilization, skepticism, and calls for regulation

Third-wave brief report of the Monitor Digital Working Society. Following the initial surge in AI attention, the third wave documents a phase of stabilization alongside growing skepticism and emerging demands for regulation.

The use of AI among working people—Differences between occupational groups, usage profiles, and perceptions of the consequences of AI in the workplace

Brief report examining differences in AI use among working people across occupational groups and usage profiles, as well as perceptions of the consequences of AI in the workplace.

Use and evaluation of AI in the workplace—A question of occupational class: Brief report on a segmentation study

Brief report on a segmentation study examining how the use and evaluation of AI in the workplace differ across occupational classes.

Monitor Digital Working Society—Brief report on the second wave of surveys: Increasing awareness and collegial support through AI

Second-wave brief report of the Monitor Digital Working Society. The follow-up survey documents a continued shift toward greater familiarity with AI, more differentiated evaluations, and rising acceptance—particularly for generative AI and more …

Monitor Digital Working Society—Brief report on the first wave of surveys: Between interest, ambivalence, and uncertainty: How workers evaluate and use AI

First-wave brief report of the Monitor Digital Working Society. The results show that while workers increasingly use AI and attribute potential benefits to it, they also perceive critical implications for data privacy, social interaction, and …