Using Mixed Reality to Teach Medical Students Lumbar Punctures.

BACKGROUND: Gaining familiarity with bedside procedures during medical school is essential for preparing medical students for intern year. However, this is often not a core component of undergraduate medical education, and students often feel unprepared to perform bedside procedures upon graduation from medical school. Extended reality technologies have rapidly developed in the past few years, become more accessible, and show great promise in education, most recently in healthcare. We aim to show the feasibility and usability of a mixed reality lumbar puncture simulated experience. METHODS: We created the mixed reality simulation by filming a procedure conducted by an expert on a lumbar puncture simulator from first person view. We performed a study to assess the feasibility and usability of mixed reality lumbar puncture training compared to traditional faculty led high-fidelity mannikin-based simulation training. Fourth-year medical students were randomly selected to participate in the mixed reality lumbar puncture training. Students watched the virtual first-person teaching via a virtual reality headset while mimicking hand movements on a lumbar puncture mannikin. Faculty taught students in the traditional high-fidelity group in small groups before practicing on the high-fidelity manikin. Students in both groups then performed the procedure entirely with performance assessed via a standardized checklist. Number of attempts to achieve a predetermined minimum passing score were recorded and students were also surveyed regarding their experience with both simulations. RESULTS: 59% of students felt comfortable using mixed reality as a training modality with less than 6% having any prior extended reality experience. Greater than 55% felt the mixed reality experience was as effective as the traditional high-fidelity simulation training. Many students (72%) would like more mixed reality opportunities.58.8% of students in the mixed reality group versus 65.5% in the traditional group completed the checklist in one attempt (p=0.79). CONCLUSIONS: We demonstrate that mixed reality is an acceptable and effective modality to train health care professionals in lumbar punctures with opportunities to further enhance the immersive learning experience.

A Quarter-Century of Online Informatics Education: Learners Served and Lessons Learned.

The value and methods of online learning have changed tremendously over the last 25 years. The goal of this paper is to review a quarter-century of experience with online learning by the author in the field of biomedical and health informatics, describing the learners served and the lessons learned. The author details the history of the decision to pursue online education in informatics, describing the approaches taken as educational technology evolved over time. A large number of learners have been served, and the online learning approach has been well-received, with many lessons learned to optimize the educational experience. Online education in biomedical and health informatics has provided a scalable and exemplary approach to learning in this field.

The relationship between technological pedagogical content knowledge and belief among preservice mathematics teachers.

The increasing interest in exploring beliefs about teaching mathematics with technology has led educators to employ belief systems as a framework for understanding the impact of technology on math instruction. However, the complex nature of pre-service teachers' beliefs in teaching mathematics with technology involves various dimensions. This study aims to investigate the predictive relationship between Technological Pedagogical Content Knowledge (TPACK) sub-components and beliefs in teaching mathematics with technology, revealing a statistically significant direct impact. Utilizing a correlational research approach, we collected data from a cohort of 159 Malaysian pre-service teachers with a focus on mathematics education. Structural Equation Modelling (SEM) was employed to analyze the proposed model. The measurement model exhibited a satisfactory fit with the collected data. Notably, technological knowledge (25 %), technological pedagogical content knowledge (69 %), and technological content knowledge (39 %) significantly influence discovery learning, while technological knowledge (24 %), technological pedagogical content knowledge (74 %), and technological content knowledge (30 %) significantly influence multiple representations. This underscores the critical role of TPACK in shaping educators' perspectives and practices, providing a crucial avenue for enhancing technology integration in teaching mathematics.

Educational technology to promote self-efficacy in newborn care: a validation study.

Objective: To build and validate an educational technology consisting of a flipchart to promote self-efficacy in newborn care. Methods: A methodological study was carried out in two stages: (i) creation of the flipchart and (ii) validation by 25 experts and 50 people who could be the target audience (pregnant women, mothers or family members of newborns). Clarity, language, practical relevance and theoretical relevance were reviewed using the Suitability Assessment of Materials (SAM) instrument. The Content Validity Index and the Flesch Readability Index were calculated. Results: The serial album "Can you take care of your baby" consists of 30 pages. The overall Content Validity Index was 0.93 among experts and 1.0 among the target audience. The flipchart was considered superior quality material, reaching an agreement percentage of 94.9, indicating that it is suitable as an educational technology. Participants suggested adjustments, incorporated into the material for printed production. Conclusion: The flipchart developed and with content validated by experts is suitable for use in health education activities that aim to promote self-efficacy in caring for newborns.

Exploring the role of attitudes, self-efficacy, and digital competence in influencing teachers' integration of ICT: A partial least squares structural equation modeling study.

Effectively incorporating technology into teaching and learning can be accomplished through the application of information and communication technology (ICT). Nonetheless, the extent to which ICT is employed in educational environments is heavily impacted by numerous factors. Teachers' ICT integration in China was investigated with the aim of identifying the specific factors that influence it. The research sample consists of 680 educators, and it highlights three primary elements that affect their adoption of ICT: attitudes, self-efficacy, and digital competence. Employing a partial least squares structural equation modeling (PLS-SEM) method, the results indicate that all three elements play a significant role in the effective integration of ICT by educators. The study also indicated the mediating effect of attitudes and digital competence. Furthermore, the research identified no substantial disparities in the factors based on sex or age, except for the correlation between self-efficacy and attitudes. By providing useful insights for the development of successful instructional designs that integrate ICT, this study contributed to the advancement and impact of educational technology.

Development of a Website for Disseminating Knowledge About listening Effort for Professionals.

Introduction Permanent education in health aims to ensure that professionals are constantly learning in the workplace and in the last few years institutions resorted to the technology-mediated education modality and new teaching possibilities were explored. In Brazil, between 2017 and 2021, only six articles and five monographs were published about listening effort. Objective The objective of this study was to develop a website with scientific content on the topic listening effort for Speech -Language Therapist and Audiologist with free online access. Methods The study was carried out in five stages: Analysis, contemplating the search for scientific materials to prepare the material. Design, in which the writing and design of the website was carried out. Development, carrying out the adequacy of the online material. Implementation, a stage in which professionals in the area evaluated the quality of the material after consenting to participation through a free and informed consent term. Review, stage in which the researcher analyzed the evaluators' responses. Results The five stages of elaboration of the website were carried out, which was evaluated by professionals in the area. The average of responses to all applied questions rated the website as "superior". Conclusion The website development was validated for online availability.

Development and evaluation of a PICC virtual simulator in neonatal nursing: A randomized controlled trial.

BACKGROUND: Peripherally Inserted Central Catheter (PICC) is essential in neonatal care, especially for critically ill infants. Traditional training for neonatal PICC insertion faces challenges such as high costs and limited practice opportunities. Virtual simulation technology has emerged as a potential training tool, providing a realistic, risk-free learning environment. OBJECTIVES: The study aimed to assess the effectiveness of a virtual simulation teaching system in neonatal PICC care training, focusing on improving nursing students' knowledge， skills and interest in pediatric nursing. DESIGN: A quasi-experimental design was used, with assessments conducted before and after the activity. PARTICIPANTS: The study involved 58 graduate nursing students from China Medical University, divided into experimental and control groups. METHODS: The System Usability Scale (SUS) was utilized to assess teachers' experiences with the PICC virtual simulation software. Students' perceptions of the software and their interest in pediatric nursing were measured using Self-Administered Questionnaires. Furthermore, Theoretical and Operational Assessments were applied to determine the extent of students' knowledge and practical skills before and after experimentation. RESULTS: Teachers and students have favorably evaluated the software system, with notable improvements in theoretical scores following testing. While the virtual simulation system does not enhance practical skills, it does increase student interest in pediatric nursing and employment. CONCLUSIONS: This neonatal virtual simulation software serves as a complement to, rather than a replacement for, traditional clinical training. Its integration into educational programs significantly enhances learning outcomes.

Advancing nursing education through wearable electronic devices: A scoping review.

AIM: To examine the incorporation of wearable electronic devices in the education of undergraduate nursing students. BACKGROUND: The advancement of technology has influenced nursing education and will continue to do so in the future. Wearable technologies are electronic devices that can be worn as an accessory and expand the possibilities in nursing education with increased engagement in the learning process. DESIGN: A scoping review was conducted following JBI and reported according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses Extension for Scoping Reviews (PRISMA-ScR) guidelines. METHODS: The search was performed on August 25th, 2023, in the databases: MEDLINE via PubMed, ISI Web of Science, ERIC, EBSCOhost CINAHL, EBSCOhost Academic Search Premier, EBSCOhost Health Source Nursing, EMBASE, Scopus, BVShost LILACS and ProQuest. Literature that examined the application of wearable electronic devices in the education of undergraduate nursing students was included. RESULTS: This scoping review study included a total of 21 records published between 2014 and 2023. The analysis showed that smart glasses are the most common wearable electronic device used in nursing education, followed by smartwatches. The devices provide an opportunity for competencies development, especially when applied in the simulation environment, such as physical examination and medication administration. Wearable technologies are potentially useful and feasible as learning tools in nursing education, increasing nursing students' motivation, confidence and satisfaction. CONCLUSIONS: In the technological revolution, educators must consider the potential of innovative teaching strategies, such as wearable electronic devices, to advance nursing education. Wearables can contribute to developing competencies required for the professionalism of undergraduate nursing students.

Technology-based interactive communication simulation addressing challenging communication situations for nursing students.

BACKGROUND: Simulation-based interventions for nursing students addressing challenging communication situations involving geriatric patients and end-of-life care are limited. PURPOSE: This study evaluated the effects of technology-based interactive communication simulations on nursing students' communication knowledge, self-efficacy, skills, compassion, and program satisfaction. METHOD: A randomized controlled repeated-measures design was used with third- and fourth-year nursing students enrolled in five nursing colleges located in five regions in Korea as participants. Participants were randomly assigned to either a technology-based interactive communication simulation or an attention control group. Changes in communication knowledge, self-efficacy, skills, compassion, and program satisfaction were assessed using three self-reported measures and communication skills were measured by the raters. Statistical analyses included descriptive analyses, chi-square tests, t-tests, and a generalized estimating equation model. RESULTS: Eighty students participated in one of the two programs, and 77 in the four-week follow-up test. The intervention group indicated significant improvements in communication knowledge, self-efficacy, skills, and compassion, as well as higher program satisfaction compared with the attention control group. Communication skills as assessed by raters also showed significant change at all assessment time points. CONCLUSION: The technology-based interactive communication simulation program is effective in improving communication skills among nursing students managing geriatric patients and end-of-life care.

Development and integration of a clinical dashboard within a dental school setting.

PURPOSE: To describe the development and integration of an electronic health record-driven, student dashboard that displays real-time data relative to the students' patient management and clinic experiences at the University of Illinois Chicago, College of Dentistry. MATERIALS AND METHODS: Following development and implementation of the student dashboard, various objective metrics were evaluated to identify any improvements in the clinical patient management. A cross-sectional retrospective chart review was completed of the electronic health record (axiUm, Exan, Coquitlam, BC, Canada) from January 2019 to April 2022 evaluating four performance metrics: student lockouts, note/code violations, overdue active patients, and overdue recall patients. Descriptive statistics were analyzed. The Kolmogorov-Smirnov test was applied to assess the normal distribution of data. Data were analyzed by the Kruskal-Wallis tests for potential differences between pre-dashboard and post-dashboard implementation years with the mean overdue active/recall patient to student ratio variables. Mann-Whitney U-tests for between-groups comparisons with Bonferroni correction for multiple comparisons were performed (α = 0.05). Descriptive statistics were performed to analyze the student utilization frequency of the dashboard. RESULTS: Post-implementation analysis indicated a slight decrease in the number of lockouts and note/code violation; and a statistically significant decrease in overdue active patients post-dashboard (P < 0.001). On average, students accessed their dashboards 3.3 times a week. CONCLUSIONS: Implementation of a student dashboard through the electronic health record platform within an academic dental practice has the potential to assist students with patient management and is utilized regularly by the students.

Quantifying Dwell Time With Location-based Augmented Reality: Dynamic AOI Analysis on Mobile Eye Tracking Data With Vision Transformer.

Mobile eye tracking captures egocentric vision and is well-suited for naturalistic studies. However, its data is noisy, especially when acquired outdoor with multiple participants over several sessions. Area of interest analysis on moving targets is difficult because A) camera and objects move nonlinearly and may disappear/reappear from the scene; and B) off-the-shelf analysis tools are limited to linearly moving objects. As a result, researchers resort to time-consuming manual annotation, which limits the use of mobile eye tracking in naturalistic studies. We introduce a method based on a fine-tuned Vision Transformer (ViT) model for classifying frames with overlaying gaze markers. After fine-tuning a model on a manually labelled training set made of 1.98% (=7845 frames) of our entire data for three epochs, our model reached 99.34% accuracy as evaluated on hold-out data. We used the method to quantify participants' dwell time on a tablet during the outdoor user test of a mobile augmented reality application for biodiversity education. We discuss the benefits and limitations of our approach and its potential to be applied to other contexts.

Construction and Validation of an Educational Technology to Promote the Health of Postmenopausal Women with Dry Eye Syndrome.

The climacteric heralds a transition from reproductive to non-reproductive life in women, often accompanied by various clinical manifestations such as dry eye, impacting their quality of life. This study focuses on systematically developing and suitability an educational digital booklet to promote eye health practices and prevent problems among postmenopausal women. The methodological approach encompassed semi-structured interviews with women diagnosed with Dry Eye Syndrome (DES), then constructing the material integrating content, script, illustrations, and layout informed by the interview findings. Subsequent validation involved assessment by 24 health experts for content, appearance, and evaluation by a target audience of 22 women. The booklet attained high suitability scores, with a Global Content Validity Index (CVI) of 0.96, indicating superior suitability as judged by experts. Additionally, it achieved a Global CVI of 0.98 for validation by the target audience. In conclusion, the educational booklet emerges as a suitable and reliable resource for promoting eye heath among DES and non-syndrome women, offering significant potential for broader application in relevant populations.

Effectiveness of "Escape Room" Educational Technology in Nurses' Education: A Systematic Review.

Escape room games are educational gamification technologies that consist of introducing a team of players into a physical or digital space in search of clues to answer puzzles, riddles or enigmas and solve a mystery or problem. This study aims to determine the effectiveness of escape room games on the training of nursing students in an international context. A systematic review was carried out in MEDLINE, WOS, SCOPUS, CINAHL and LILACS databases using the MeSH terms "Education, Nursing" and "Educational Technology", and the free term "Escape room", combined with Boolean operators AND/OR. Intervention studies in Spanish, English and Portuguese were included, without limitation for the year of publication. Selection and critical appraisal were conducted by two independent reviewers. A total of n = 13 interventional studies were included (n = 2 Randomized Clinical Trials and n = 11 quasi-experimental design). Escape rooms are a recent and growing educational methodology, increasingly used in academia and in the training of nurses and nursing students. However, it is necessary to expand their use and the quality of the studies in a greater number of contexts. Furthermore, it is necessary to homogenize and standardize validated instruments to evaluate the effectiveness of escape rooms in the nursing education area.

Enhancing educational technology practical course: Designing and validating tools for evaluating knowledge, performance, and satisfaction of public health students.

Background: The present study was conducted with the aim of designing and validating questionnaires for evaluating the public health students' knowledge, performance, and satisfaction (KPS) in the course of educational technology. Methods: The present study was conducted with qualitative-quantitative approach. Qualitative stage was done based on experts' opinion and related articles and questionnaires for developing, designing, and validating the tools. For validating the tools, face validity and content validity was done based on the opinion of the 10 expert panel. In quantitative stage, all initial validated tools were implemented on 50 students of public health for determining the reliability. The reliability of the tools was calculated using the internal consistency method of the items with Cronbach's ⍺ coefficient, and Kuder-Richardson. All analyses were conducted using SPSS-19 software. Results: In the field of qualitative research, an assessment tool consisting of 20 four-option questions was designed. The content validity of this tool was confirmed based on the opinions of 10 educational experts, with CVI Total = 0.862 and CVR = 0.885. Additionally, the reliability of the tool was validated through testing on 50 public health students, resulting in a reliability coefficient of r = 0.780. Furthermore, for performance evaluation, four assessment tools each comprising 20 questions (totaling 80 questions) were designed. The validity values for these tools in the areas of PowerPoint (CVI = 0.981, CVR = 0.960), pamphlet (CVI = 0.866, CVR = 0.877), poster (CVI = 0.871, CVR = 0.906), role-playing (CVI = 0.871, CVR = 0.980), and the reliability of the tools with Cronbach's ⍺ r > 0.80 were confirmed. In the satisfaction assessment section, a researcher-made questionnaire consisting of 18 questions across seven domains was designed, with confirmed content validity (CVI = 0.949, CVR = 0.861) and reliability (r = 0.928). Conclusions: It seems that this tool can be used to measure the KPS of students from the educational technology course of the health field and similar fields.

Proximie in the operating theatre: evaluation of a virtual operating platform for medical student education.

INTRODUCTION: Medical students often hesitate to enter the operating theatre because of poor visibility of the surgical field and anxiety about the theatre environment. In addition, ear, nose and throat (ENT) surgery is underrepresented in many medical curricula. Virtual systems like Proximie offer flexible viewing of surgeries with surgeon commentary, potentially addressing these issues. METHODS: This descriptive survey study aimed to evaluate the use of Proximie as a surgical education tool for delivering ENT teaching to medical students. Live ENT procedures were recorded at the ENT Department of the John Radcliffe Hospital and shared with interested clinical medical students through Proximie accounts. Students were added to a private group chat to ask questions and provided feedback through structured forms, assessing procedural effectiveness and the platform's technology. Live-streaming and recording of procedures were facilitated by ENT surgeons providing commentary. RESULTS: Conducted over four virtual theatre days, the study gathered 52 responses: 96% of students rated Proximie's educational value as 4 of 5 or higher; 57% preferred the virtual experience over physical attendance because of its convenience and the improved view of the surgical field. Students valued the live commentary and showed interest in using Proximie for a broader range of surgeries. Suggested improvements included fixing technical issues, better communication of theatre lists, and expanding surgical specialty coverage. CONCLUSIONS: Proximie has been highly rated by medical students for its effective and engaging approach in the instruction of surgical skills, underscoring its value as an educational tool. Future research is needed to formally assess knowledge acquisition and retention across multiple surgical subspecialties. This work is the first step towards evaluating the utility of virtual operating theatre platforms for medical student education.

Exploring the Performance of ChatGPT-4 in the Taiwan Audiologist Qualification Examination: Preliminary Observational Study Highlighting the Potential of AI Chatbots in Hearing Care.

Background: Artificial intelligence (AI) chatbots, such as ChatGPT-4, have shown immense potential for application across various aspects of medicine, including medical education, clinical practice, and research. Objective: This study aimed to evaluate the performance of ChatGPT-4 in the 2023 Taiwan Audiologist Qualification Examination, thereby preliminarily exploring the potential utility of AI chatbots in the fields of audiology and hearing care services. Methods: ChatGPT-4 was tasked to provide answers and reasoning for the 2023 Taiwan Audiologist Qualification Examination. The examination encompassed six subjects: (1) basic auditory science, (2) behavioral audiology, (3) electrophysiological audiology, (4) principles and practice of hearing devices, (5) health and rehabilitation of the auditory and balance systems, and (6) auditory and speech communication disorders (including professional ethics). Each subject included 50 multiple-choice questions, with the exception of behavioral audiology, which had 49 questions, amounting to a total of 299 questions. Results: The correct answer rates across the 6 subjects were as follows: 88% for basic auditory science, 63% for behavioral audiology, 58% for electrophysiological audiology, 72% for principles and practice of hearing devices, 80% for health and rehabilitation of the auditory and balance systems, and 86% for auditory and speech communication disorders (including professional ethics). The overall accuracy rate for the 299 questions was 75%, which surpasses the examination's passing criteria of an average 60% accuracy rate across all subjects. A comprehensive review of ChatGPT-4's responses indicated that incorrect answers were predominantly due to information errors. Conclusions: ChatGPT-4 demonstrated a robust performance in the Taiwan Audiologist Qualification Examination, showcasing effective logical reasoning skills. Our results suggest that with enhanced information accuracy, ChatGPT-4's performance could be further improved. This study indicates significant potential for the application of AI chatbots in audiology and hearing care services.

The development of a serious game for laser applications in dentistry and the evaluation of dental students' satisfaction.

BACKGROUND: This study aimed to design and implement a gamified application about the theoretical aspects of laser applications in dentistry and investigate students' satisfaction with their learning experience. METHODS: An engaging educational program named Essential Skills and Knowledge in Learning Laser (ESKILLD) was developed to teach laser applications in dentistry. The program comprises two primary components: a "Tutorial and Quiz" section and a "Games" section. Final-year dental students were tasked with installing and using this application. A 29-item validated questionnaire (Cronbach's alpha = 0.97, ICC = 0.94) was used to evaluate students' perceptions of the applications' design and functionality. The influence of participants' gender and Grade Point Average (GPA) on their satisfaction levels was examined via the student t-test and Pearson's correlation, with a significance level of 0.05. RESULTS: The study had 56 participants, of which 37 were female (66.07%), and 19 were male (33.92%). The students' average GPA was 15.16 out of 20. The mean rating for ESKILLD's design and functionality was 1.39 ± 0.47 and 1.37 ± 0.46, respectively, signifying a high satisfaction level. Female students rated the application's coherence and learning perception significantly higher than their male counterparts (p < 0.05). However, gender did not significantly influence scores on other perception aspects or overall scores. Students' GPAs and their perception scores did not have a significant correlation. CONCLUSIONS: The results indicate that the participants were generally satisfied with the game's features and attitudes towards it, which underscores the potential effectiveness of gamification in dental courses focused on laser applications.

Adapting to new challenges in medical education: a three-step digitization approach for blended learning.

This research work focuses on evaluating the development of our three-step digitization approach, designed to transform traditional lectures into engaging digital learning experiences. Aimed at offering an easy-to-use solution for educators, this approach addresses the pressing challenges of modern educational environments by enhancing accessibility, engagement, and effectiveness of learning through digital means.Quantitative analysis demonstrated a notable increase in knowledge gain for students engaged with the digital format (t(230) = -2.795, p = 0.006) over traditional methods. Additionally, it was observed that the online setting significantly improved concentration levels (t(230) = -5.801, p < .001) and reduced distractions (t(230) = 2.848, p = 0.005). Emotional assessments, based on the Achievement Emotions Questionnaire (AEQ), indicated an elevation in enjoyment (t(230) = -4.717, p < .001) and a reduction in anxiety (t(230) = 9.446, p < .001) within the digital learning environment. A substantial preference for the digital course format was expressed by 61.0% of participants, with 71.4% acknowledging its superior efficiency compared to 14.3% for traditional lectures.Qualitative feedback underscored the digital format's flexibility, comprehensive learning experience, and immediate feedback as key benefits. Nevertheless, nuances such as a preferred understanding in face-to-face interactions and the absence of a social component in digital settings were noted.To conclude, the findings from this study illuminate the significant advantages of the three-step digitization approach in meeting contemporary educational challenges. By facilitating an enhanced knowledge acquisition and fostering a supportive emotional climate, this approach signifies a promising direction for the future of medical education and beyond, fusing the convenience of digital solutions with the depth and engagement of traditional learning methodologies.

Analysis of college students' attitudes toward the use of ChatGPT in their academic activities: effect of intent to use, verification of information and responsible use.

BACKGROUND: In recent years, the use of artificial intelligence (AI) in education has increased worldwide. The launch of the ChatGPT-3 posed great challenges for higher education, given its popularity among university students. The present study aimed to analyze the attitudes of university students toward the use of ChatGPTs in their academic activities. METHOD: This study was oriented toward a quantitative approach and had a nonexperimental design. An online survey was administered to the 499 participants. RESULTS: The findings of this study revealed a significant association between various factors and attitudes toward the use of the ChatGPT. The higher beta coefficients for responsible use (ß=0.806***), the intention to use frequently (ß=0.509***), and acceptance (ß=0.441***) suggested that these are the strongest predictors of a positive attitude toward ChatGPT. The presence of positive emotions (ß=0.418***) also plays a significant role. Conversely, risk (ß=-0.104**) and boredom (ß=-0.145**) demonstrate a negative yet less decisive influence. These results provide an enhanced understanding of how students perceive and utilize ChatGPTs, supporting a unified theory of user behavior in educational technology contexts. CONCLUSION: Ease of use, intention to use frequently, acceptance, and intention to verify information influenced the behavioral intention to use ChatGPT responsibly. On the one hand, this study provides suggestions for HEIs to improve their educational curricula to take advantage of the potential benefits of AI and contribute to AI literacy.

The PocketPerio application significantly increases the accuracy of diagnosing periodontal conditions in didactic and chairside settings.

The study aimed to determine the accuracy of diagnosing periodontal conditions using the developed web-based PocketPerio application and evaluate the user's perspective on the use of PocketPerio. First, 22 third-year dental students (DS3) diagnosed ten cases without PocketPerio (control) and with PocketPerio (test) during a mock examination. Then, 105 DS3, 13 fourth-year dental students (DS4), and 32 senior second-year International Standing Program students (ISP2) used PocketPerio chairside. Statistical analysis was performed using a non-parametric paired two-tailed test of significance with the Wilcoxon matched-pairs signed rank test. The null hypothesis that PocketPerio did not increase the accuracy of periodontal diagnoses was rejected at α < 0.01. Periodontal diagnoses made using PocketPerio correlated with those made by periodontics faculty ("gold standard") in all cases. During the mock examination, PocketPerio significantly increased the accuracy of periodontal diagnoses compared to the control (52.73 vs. 13.18%, respectively). Chairside, PocketPerio significantly increased the accuracy of primary (100 vs. 40.0%) and secondary (100 vs. 14.25%) periodontal diagnoses compared to the respective controls. Students regardless of their training year felt more confident in diagnosing periodontal conditions using PocketPerio than their current tools, provided positive feedback on its features, and suggested avenues for its further development.