Research Scholar Nursing, Desh Bhagat University, Punjab - 147301, India.
*Corresponding Author Email: uzmapadder@gmail.com
ABSTRACT:
This study explores how modern technologies, like intelligence (AI) reality (VR), and simulation tools are incorporated into nursing education in Kashmir and their influence on the learning and skill development of nursing students in the region amidst the increasing need for innovative teaching approaches in healthcare education due, to limited resources. The study uses both numbers and real-life insights to assess how well students have learned skills and combines it with feedback gathered from students, on their experiences and thoughts about the topic at hand. This two-pronged method gives a picture of how technology improves hands-on learning results while also looking into challenges such, as accessibility issues, expenses, and the presence of technological resources. The findings present a nuanced perspective, on the benefits of utilizing AI technology along with reality and simulation to improve nursing education, in the Kashmir region by emphasizing the transformative opportunities these tools offer in creating better learning settings and acknowledging the specific constraints that may impact their wider adoption. This study provides perspectives on how nursing education is changing over time and how it can adapt to new technological advancements in a location facing distinct educational and infrastructural obstacles.
KEYWORDS: Emerging Technologies, Nursing Education, Artificial Intelligence, Virtual Reality, Skill Acquisition.
INTRODUCTION:
RESEARCH OBJECTIVES:
1. Exploring nursing student's perspectives on the use of intelligence (AI) reality (VR) and simulation technologies, in their educational experience.
2. Assessing the impact of these technologies, on the retention of knowledge and competency.
3. Exploring the obstacles encountered by nursing students and instructors when incorporating these technologies into their programs.
Virtual reality (VR) offers a valuable training ground for nursing students, allowing them to engage in simulated clinical situations without the risks of real-world practice. Studies highlight that VR helps students develop essential skills, particularly in managing complicated clinical scenarios, thus boosting their confidence and decision-making abilities.2 By creating realistic yet safe environments, VR helps learners practice patient care and make decisions under pressure.3 Additionally, VR has been shown to improve knowledge retention, creating a more lifelike experience that is key to effective learning.4 AI-based platforms in nursing education allow for personalized learning paths by analyzing each student’s performance. These systems adapt lessons through algorithms, fostering individual growth and enhancing critical thinking skills.5 AI can also simulate patient care scenarios, offering instant feedback, which supports student learning at a personal level.6 With the help of these lifelike models that replicate real-world medical situations, students may practice procedures, handle crises, and do daily activities. Research indicates that training through simulation improves performance in real-world clinical settings, leading to enhanced procedural competency and knowledge retention. The importance of simulation in helping students increase their confidence, which is essential for professional growth.7,8 Utilizing cutting-edge learning tools like virtual reality, artificial intelligence, and simulations in resource-poor areas like Kashmir, however, has its difficulties. These include poor infrastructure, exorbitant expenses, and insufficient technical assistance, all of which hinder the accessibility of such educational innovations.9 The evolution of nursing education and the integration of technological advancements, highlighting the increasing importance of interdisciplinary collaboration and digital tools to address patient care complexities. Also, it may be noted that innovations like telehealth and digital technology have revolutionized nursing education, enabling students to adapt to the growing demands of modern healthcare systems.10 The critical role of nursing informatics in enhancing educational outcomes. Informatics tools such as electronic health records (EHR) and advanced monitoring systems facilitate better decision-making and improve patient safety. However, she also highlighted the lack of standardized IT education and technical support, which poses significant challenges in integrating informatics into nursing curricula.11
Simulation-based learning is another transformative approach in nursing education that bridges the gap between theory and practice, enhancing critical thinking, clinical decision-making, and psychomotor skills.12 Their findings revealed that students engaging in simulation-based learning performed better in clinical scenarios while also gaining confidence in their abilities showcasing how simulation training in obstetrics helps students manage anxiety, refine skills, and apply theoretical knowledge in a risk-free environment.13
METHODOLOGY:
The research study used a mixed-methods approach to look into how technology affects nursing students' learning outcomes.
Sample Population:
The study was conducted among nursing students and educators from five institutions in Kashmir. The sample consisted of 60 nursing students (30 in the technology-assisted learning group and 30 in the traditional learning group) and 10 educators experienced in using technology in their teaching.
Data Collection:
1. Quantitative: The employment of VR, AI, and simulation tools improved students' clinical abilities and information retention, as measured by a pre-test and post-test design. A follow-up test was conducted six months later to evaluate long-term retention.
2. Qualitative: To understand more about students' and teachers' experiences with technology-based learning, focus groups and semi-structured interviews were held.
ANALYSIS:
1. Pre- and post-test findings were compared using paired t-test analysis of quantitative data.
2. Thematic analysis was used to examine qualitative data to find recurring themes on the advantages and difficulties of integrating technology
RESULTS:
Quantitative Findings:
Students exposed to technology-based learning tools demonstrated a discernible increase in test results to those who received traditional education. The average improvement in post-test scores in the technology-assisted group was 32%, while the conventional group showed an 18% improvement.
Table 1: Pre-Test vs. Post-Test Results
|
Student Group |
Pre-Test Result (Average) |
Post-Test Result (Average) |
|
Traditional Learning Group |
68 |
70 |
|
Technology-Assisted Learning |
60 |
85 |
Table 1 The technology-assisted learning group outperformed the traditional learning group in terms of average pre- and post-test results
Figure 1. Visual representation of the improvement in test results for both traditional and technology-assisted learning groups
|
Group |
Post-Test Score |
Retention Score |
Retention Rate |
|
Technology-Assisted Learning |
85 |
80 |
94% |
|
Traditional Learning Group |
70 |
60 |
85% |
Table 2: Retention Rate After 6 Months
Table 2 shows the comparison of post-test scores and retention rates after six months for both groups. The technology-assisted group shows a higher retention rate (94%) compared to the traditional group (85%).
Figure 2. Compares retention scores and rates after six months for the two groups, highlighting the higher retention in the technology-assisted.
Table 3: Student Perception of Technology Use
|
Effectiveness of Technology |
Percentage of Responses |
|
Very Effective |
40% |
|
Effective |
30% |
|
Neutral |
15% |
|
Ineffective |
10% |
|
Very Ineffective |
5% |
Table 3 shows student feedback on the effectiveness of technology in their learning, ranging from "Very Effective" to "Very Ineffective."
Figure 3. Displays the distribution of student responses on the effectiveness of technology, with 40% rating it as "Very Effective."
Table 4: Comparison of Learning Outcomes
|
Learning Method |
Theory Exam Score |
Practical Exam Score |
Clinical Skill Score |
|
Traditional Learning Group |
68 |
70 |
65 |
|
Technology-Assisted Learning |
75 |
85 |
80 |
Table 4 Compares theory exam scores, practical exam scores, and clinical skill scores between traditional and technology-assisted learning methods. The technology-assisted group scores higher across all metrics.
Figure 4. shows learning outcomes between traditional and technology-assisted learning, showing higher scores in all categories (theory, practical, clinical skills) for the technology-assisted group.
Table 5: Barriers to Technology Use
|
Barrier |
Percentage of Students |
|
Lack of access to VR/AI tools |
60% |
|
High cost of technology |
75% |
|
Insufficient training on using tools |
50% |
|
Technical difficulties during use |
55% |
|
Limited time to practice with technology |
40% |
Table 5 Lists the barriers faced by students when using VR, AI, and simulation tools, with "High cost of technology" being the most significant at 75%.
Figure 5. figure illustrates barriers to technology use, with high cost being the most common issue, followed by access problems, technical issues, lack of training, and limited time.
KEY THEMES:
1. Engagement and Confidence: Students reported increased engagement and self-assurance in their skills after participating in simulations. student expressed, "The VR simulation me feel as if I were in an actual hospital setting. It allowed me to practice freely without the worry of making errors."
2. Accessibility Issues: The availability of technology posed a significant problem. An educator noted, "At times, we didn't have enough VR headsets for everyone, which resulted in some students missing out on the opportunity."
3. Cost Constraints: Both students and teachers pointed out the high cost of technology as a significant hurdle. “These tools are pricey, and not all institutions in our area can afford them,” explained one educator.
DISCUSSION:
The results indicate that incorporating VR, AI, and simulation technologies into nursing education enhances learning outcomes, particularly in practical skill development and knowledge retention. Students utilizing these tools experienced increased engagement and confidence in their skills, along with improvements in critical thinking abilities. However, challenges remain, particularly regarding the high costs and infrastructure limitations in areas like Kashmir. Training and technical support for both students and educators are essential to maximize the potential of these tools. Nevertheless, the research also points out difficulties. The significant expenses associated with obtaining and keeping up with these technologies, along with infrastructure constraints in areas such, as Kashmir hinder their implementation. Moreover, students and teachers need instruction and technical assistance to make the most of these resources effectively.
OBSERVATIONS AND IMPLICATIONS FOR NURSING STUDIES:
1. Curriculum Integration: Nursing schools should consider integrating technology into the curriculum, especially for skill-based courses.
2. Infrastructure Investment: There is a need for government or institutional investment in infrastructure to support the use of advanced learning technologies.
3. Educator Training: Continuous professional development programs should be offered to educators to help them effectively integrate technology into their teaching practices.
CONCLUSION:
This research demonstrates that technology can play a pivotal role in enhancing nursing education by improving learning outcomes and skill acquisition. However, for regions like Kashmir, cost and access barriers must be addressed. With appropriate support and infrastructure investment, VR, AI, and simulation-based tools can be powerful enablers of quality nursing education.
CONFLICT OF INTEREST:
The author has no conflicts of interest regarding this research Article.
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14. One of the most crucial factors in the successful evolution of any profession is the development and expansion of research. Professions must be solidly rooted in a fertile body of evidence.
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Received on 03.10.2024 Revised on 10.12.2024 Accepted on 01.01.2025 Published on 24.02.2025 Available online from March 17, 2025 Asian J. Nursing Education and Research. 2025;15(1):19-23. DOI: 10.52711/2349-2996.2025.00004 ©A and V Publications All right reserved
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