Shifting toward Digital Era: Navigating the Role of Artificial Intelligence Literacy and Readiness in Sculpting Nursing Students' Well-being
This cross-sectional study of 588 nursing students at Tanta University reveals that while both AI literacy and technology readiness are positively associated with student well-being, AI literacy is the sole significant predictor, explaining 41.9% of the variance in well-being and underscoring the need to integrate practical AI training into nursing education.
Original paper licensed under CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/). This is an AI-generated explanation of the paper below. It is not written or endorsed by the authors. For technical accuracy, refer to the original paper. Read full disclaimer
The modern hospital is changing. It is no longer just a place of stethoscopes and paper charts; it is increasingly a place of screens, algorithms, and smart systems that can help doctors and nurses make decisions. This shift brings a new kind of challenge for the people who will work there: the nursing students of today. They must learn not only how to care for a patient's physical needs but also how to work alongside artificial intelligence. This is a form of learning called "literacy." It is not just about knowing how to turn a machine on, but understanding what the machine is doing, when to trust it, and how to use it without losing the human touch that is central to nursing. Alongside this knowledge is "readiness," which is simply the feeling of being prepared and willing to use these new tools. Researchers have long wondered how these factors affect the mental and emotional health of students. If a student feels overwhelmed by technology, their stress might rise, and their well-being might suffer. But if they feel confident and skilled, they might feel more secure in their future careers.
A team of researchers at Tanta University in Egypt set out to explore this exact relationship. They wanted to see if knowing more about artificial intelligence and feeling ready to use it actually helped nursing students feel better about their lives and their studies. They focused on 588 undergraduate nursing students, mostly young women between the ages of 20 and 22, who were in their second, third, or fourth year of training. The researchers asked these students to fill out four different questionnaires. One asked about their basic background, like where they lived and their family income. The others measured three specific things: how much they knew about artificial intelligence, how ready they felt to use technology, and how well they were doing in terms of their overall happiness and health. The questions covered everything from their ability to spot AI in everyday apps to their feelings about their physical health, their finances, and their relationships with teachers and friends.
The results painted a clear picture of the students' current state. More than half of the students, about 58 percent, showed a high level of knowledge regarding artificial intelligence. They were good at identifying what AI was, how to use it, and how to judge if it was working well. However, when it came to ethics—understanding the moral rules of using AI—students were a bit less confident, with fewer than 40 percent reaching a high level in that specific area. When it came to their readiness to use technology, the numbers were lower. Less than half of the students, about 45 percent, felt they were highly ready to embrace these new tools. Many students reported feeling uncomfortable or insecure when thinking about using complex technology, which suggests that while they know what the tools are, they do not always feel comfortable holding them.
Despite these mixed feelings about technology, the students' overall well-being was generally positive. Nearly 60 percent of the group scored high on measures of well-being, which included how satisfied they were with their academic life, their physical health, and their mental resilience. The most interesting discovery came when the researchers looked at how these different factors connected. They found a strong link between knowing about artificial intelligence and feeling good about life. The more a student understood AI, the higher their well-being scores tended to be. This connection was so strong that the researchers determined that AI knowledge was the single most important factor predicting how well a student was doing, even when they accounted for how ready the student felt to use technology. In fact, once the researchers accounted for how much the students knew, their general feeling of "readiness" no longer predicted their well-being. It was the actual knowledge, not just the feeling of being ready, that mattered most.
The study also highlighted where students were struggling the most. While they felt good about their academic performance, their physical health and financial security were the areas with the most variation and the lowest scores. Some students felt very secure, while others felt quite stressed about money or their physical health. This suggests that while technology is a major part of their future, basic human needs like health and financial stability remain critical foundations for their happiness. The researchers noted that because they asked these questions at only one point in time, they cannot say for certain that learning about AI causes better well-being. It is possible that students who are already feeling good are more open to learning new things, or that a third factor, like a supportive family, helps with both. However, the strength of the connection they found is hard to ignore.
These findings offer a clear path forward for nursing education. The study suggests that simply telling students to "get ready" for the digital age is not enough. Instead, schools need to provide hands-on practice with AI tools so students can build real skills and confidence. The researchers specifically pointed out that the ethical side of AI needs more attention, as students were less confident in this area than in others. By integrating practical exercises into their training, educators can help students move from feeling uncertain to feeling capable. When students feel they have the skills to navigate the digital world, they are not just better prepared for their jobs; they are also more likely to feel a sense of control and well-being in their daily lives. This research reminds us that in a world of rapid technological change, the most important tool for a nurse might still be their own understanding and confidence.
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