Financial-management students who read about an AI-assisted accounting job reported both stronger intrinsic motivation and greater future job insecurity than students given a conventional accounting scenario. The experiment, part of a Scientific Reports paper published on 26 October, suggests that interest in adapting and anxiety about work can rise together.[1]
The study measured short-term psychological responses. Students imagined a role; they were not placed in an AI-enabled workplace or followed into employment. The accompanying surveys examined career orientation, including willingness to move beyond one employer or job function.[1]
A test with imagined accounting jobs
The scenario experiment
| Measure | Finding |
|---|---|
| Responses collected | 108 |
| Retained after attention screening | 88: 41 AI scenario, 47 conventional scenario |
| AI-awareness manipulation | Small difference; p = 0.049 |
| Future job insecurity | Higher in AI group; p = 0.024 |
| Intrinsic motivation | Higher in AI group; p < 0.001 |
Participants read one of two descriptions of future accounting work. The conventional version used familiar financial software and manual checking; the AI version described automated entries, reconciliations, forecasts and compliance checks. Twenty of the 108 responses were excluded for failing to identify the scenario correctly, leaving 41 students in the AI group and 47 in the comparison group.[1]
The manipulation increased reported AI awareness only modestly: the group means were 3.720 and 3.441 on a five-point scale, with p = 0.049. Both motivation and insecurity were higher in the AI group. The weak manipulation is worth retaining alongside those results because it limits how strongly the experiment separates the intended psychological states.[1]
Career orientation was measured in the surveys
The paper uses boundaryless career to mean an orientation towards opportunities beyond a single employer, function or conventional progression. That is an attitude scale, rather than an observed count of job changes. The scenario experiment measured motivation and insecurity; the fuller relationships with career orientation came from survey data.[1]
Studies 1 and 3 found indirect associations through both motivation and insecurity. The later survey retained 234 responses from students across 25 Chinese provinces. Such mediation models are consistent with the authors’ proposed pathways, but a cross-sectional association cannot establish the sequence in which awareness, anxiety and career preferences develop.[1]
Two responses for career guidance to recognise
The practical implication is to ask about opportunity and insecurity separately. A student’s enthusiasm for learning an AI tool does not show that concerns about employment have disappeared. The study gives career advisers a reason to make room for both responses, although it did not test any particular counselling or training intervention.[1]
The most concrete finding comes from the narrow experiment: a different description of work changed how students reported feeling about it. Whether those feelings lead to sustained learning, useful mobility or greater insecurity remains a question for follow-up beyond the questionnaire.[1]
Sources & further reading
- AI awareness relates to university students’ boundaryless career through the parallel mediation of intrinsic motivation and future job insecurity Scientific Reports · 26 Oct 2026 · Accessed 26 Oct 2026