Keywords
nursing education; video-supported problem-based learning; clinical competency; instructional video; self-regulated learning; digital pedagogy
The increasing integration of digital learning technologies in nursing education has created new opportunities for strengthening clinical skills instruction. Nevertheless, the educational contribution of instructional video depends not only on technological availability but also on how digital tools are pedagogically integrated within learning environments. Although problem-based learning (PBL) and video-assisted instruction have each demonstrated potential in nursing education, studies examining their systematic integration within competency-based clinical learning remain relatively limited. This study aimed to develop and evaluate a Video-Supported Problem-Based Learning (VS-PBL) model, referred to as the MEDIFA model, for undergraduate nursing skills education.
This study employed a design-based research (DBR)-informed approach involving instructional development, expert validation, formative evaluation, and field implementation. The MEDIFA model was developed by integrating video-based procedural scaffolding within a structured problem-based learning framework. Field implementation was conducted using a one-group quasi-experimental pre-test–post-test design involving 30 undergraduate nursing students. Quantitative data were analyzed using paired-sample t-tests, effect size analysis, and normalized gain (N-Gain) scores. Qualitative data obtained from interviews, open-ended questionnaires, and observational notes were analyzed thematically to explore students’ learning experiences during implementation.
The findings demonstrated substantial improvement in students’ clinical competency following implementation of the MEDIFA model. Post-test scores increased significantly compared with baseline performance (p < 0.001), with an N-Gain score of 0.76 indicating high instructional effectiveness. Qualitative findings revealed three dominant themes: strengthened self-regulated learning, deeper procedural understanding through contextual problem-solving, and changes in instructional interaction patterns. Students reported using instructional videos repeatedly to support independent preparation and procedural confidence, while collaborative problem-based activities appeared to encourage reflective reasoning and contextual clinical understanding.
The study suggests that integrating video-based procedural scaffolding within a problem-based learning environment may support both clinical competency development and active learning engagement in undergraduate nursing education. The MEDIFA model contributes to ongoing discussions concerning pedagogically integrated digital learning in competency-based nursing instruction and offers a context-sensitive instructional framework for nursing skills education.
nursing education; video-supported problem-based learning; clinical competency; instructional video; self-regulated learning; digital pedagogy
Preparing nursing graduates who are able to demonstrate both clinical competency and critical thinking continues to be a major concern in contemporary healthcare education. Increasingly complex healthcare environments require nurses not only to perform technical procedures accurately, but also to make rapid clinical judgments, communicate effectively, and adapt to changing patient conditions. Within this context, nursing education institutions are under growing pressure to develop learning environments that support procedural mastery alongside higher-order reasoning skills.1,2
The rapid expansion of digital learning technologies has significantly influenced the way clinical skills are taught in nursing education. Instructional videos, simulation-based resources, and multimedia learning environments are now widely used to support procedural demonstration and independent learning.3,4 Video-based learning, in particular, offers several pedagogical advantages, including repeatability, visual clarity, flexible access, and opportunities for self-paced learning.5 Systematic review evidence also suggests that educational video can improve learning performance in higher education when integrated appropriately into instructional processes.6
Despite these advantages, the effectiveness of video-based learning in nursing education remains uneven. In many instructional settings, videos are still used primarily as supplementary materials rather than as integrated pedagogical components within structured learning models. As a consequence, students may become familiar with procedural sequences without fully understanding the clinical rationale underlying their actions. Several studies have reported that nursing students continue to experience difficulties in applying procedural knowledge during authentic or simulated clinical situations, particularly when tasks require simultaneous technical performance and clinical reasoning.7,8
At the same time, problem-based learning (PBL) has been widely recognized as an important approach for promoting collaborative inquiry, reflective thinking, and self-directed learning in health professions education.9,10 Rather than positioning students as passive recipients of information, PBL encourages learners to actively construct understanding through engagement with contextualized clinical problems. Recent developments in PBL research have also emphasized its role in supporting adaptive problem-solving and professional identity formation in higher education environments.11,12
However, instructional video and PBL are frequently implemented as separate pedagogical strategies. In many nursing programs, procedural videos are used independently from collaborative problem-solving activities, while PBL sessions often emphasize discussion and reasoning without providing structured procedural scaffolding. This separation creates a pedagogical tension within clinical skills education. Students may repeatedly observe technical procedures through video-based instruction yet struggle to transfer procedural knowledge into meaningful clinical decision-making contexts. Conversely, students engaged in PBL discussions may lack sufficient visual and procedural support when attempting to perform complex nursing skills.
This issue becomes particularly relevant in undergraduate nursing skills training, where students are expected to integrate psychomotor performance, conceptual understanding, communication, and clinical judgment within limited instructional time. Evidence from nursing education research suggests that technology-enhanced learning environments are most effective when digital tools are embedded within coherent pedagogical structures rather than used as isolated instructional supplements.13,14 Nevertheless, studies that systematically integrate video-based scaffolding within a problem-based learning framework in nursing education remain relatively limited.
From a theoretical perspective, the integration of video-based instruction and PBL can be understood through several complementary learning perspectives. Cognitive Load Theory proposes that well-structured multimedia instruction may reduce unnecessary cognitive burden and support procedural understanding through visual segmentation and guided repetition.15 Situated Learning Theory further suggests that meaningful learning develops through participation in authentic social and contextual activities, including collaborative clinical problem-solving.16 In addition, Self-Determination Theory emphasizes the importance of autonomy, competence, and relatedness in sustaining learner motivation and engagement.17 When combined within a coherent instructional design, these perspectives suggest that video-based scaffolding and problem-based learning may support both procedural competency and higher-order clinical reasoning.
Building on these considerations, this study develops and evaluates a Video-Supported Problem-Based Learning (VS-PBL) model, referred to as the MEDIFA model, within undergraduate nursing skills education. Unlike approaches that position instructional video merely as supplementary material, the MEDIFA model integrates video-based procedural scaffolding directly into the problem-based learning process. The model was designed to support students in understanding procedural demonstrations while simultaneously engaging in collaborative reasoning, reflection, and clinical decision-making activities.
The objectives of this study are threefold: (1) to examine the effect of the VS-PBL model on nursing students’ clinical competency in selected nursing procedures, (2) to explore students’ perceptions of critical thinking and self-directed learning during the intervention, and (3) to evaluate the feasibility and instructional effectiveness of the model through expert validation and field implementation.
This study contributes to the growing discussion on digital pedagogical innovation in nursing education by offering an empirically grounded instructional model that integrates multimedia scaffolding with collaborative clinical learning. In addition to providing practical implications for competency-based nursing instruction, the study also responds to the need for more context-sensitive and pedagogically integrated approaches to technology-enhanced learning in healthcare education.
This study employed a design-based research (DBR)-informed approach to develop and evaluate a Video-Supported Problem-Based Learning (VS-PBL) model, referred to as the MEDIFA model, in undergraduate nursing skills education. The study was conducted within an authentic educational setting to ensure that the instructional intervention reflected actual teaching and learning conditions in nursing practice education. A DBR approach was selected because the study aimed not only to measure learning outcomes, but also to iteratively design, refine, and evaluate an instructional model grounded in practical educational problems and pedagogical theory.18,19
In classical DBR, iterative cycles of design, implementation, analysis, and revision are conducted repeatedly over extended periods. However, considering institutional schedules and course implementation constraints, this study adopted a limited iterative DBR process consisting of two major stages: (1) instructional development and formative refinement, and (2) empirical field evaluation. The approach remained consistent with DBR principles by integrating theoretical foundations, expert feedback, learner responses, and field-based implementation into the refinement process.
The MEDIFA model was developed by integrating video-based procedural scaffolding within a structured problem-based learning framework. The instructional design process was informed by multimedia learning principles, cognitive load management, collaborative inquiry, and competency-based nursing education perspectives.15,16,20
The study was conducted at the Faculty of Health Sciences, As-Syafi’iyah Islamic University, Indonesia, within the undergraduate Basic Nursing Skills course during the 2025 academic year in accordance with competency standards outlined in the Indonesian Nursing Curriculum.25
Participants consisted of both expert validators and undergraduate nursing students. The expert validation panel included five individuals selected purposively based on academic qualifications and professional expertise. The panel consisted of two nursing education experts, two instructional design experts, and one instructional media expert. Their roles involved evaluating the pedagogical structure, procedural accuracy, instructional coherence, and media quality of the MEDIFA model.
Student participants consisted of 30 undergraduate nursing students enrolled in the course. A total sampling approach was used to maintain cohort consistency during implementation. In addition, formative evaluation procedures were conducted before the main implementation phase through one-to-one evaluation involving three students and small-group evaluation involving twelve students. These stages were intended to identify usability issues, procedural misunderstandings, and instructional weaknesses requiring revision prior to field implementation.
Several instruments were used to collect quantitative and qualitative data throughout the study. Clinical competency was assessed using a structured competency assessment instrument developed based on standard nursing procedures and competency indicators in basic nursing skills education. The instrument evaluated both cognitive understanding and psychomotor performance using a 0–100 scoring scale. Instrument content validity was reviewed by expert validators, while reliability testing was conducted using Cronbach’s alpha coefficient with a minimum acceptable threshold of 0.70.
Student perceptions of the learning experience were collected using a structured questionnaire based on a five-point Likert scale. The questionnaire measured perceived usefulness, engagement, learning autonomy, and perceived support for clinical reasoning. Open-ended response sections were also included to allow participants to describe their experiences during the intervention in greater depth.
Expert validation employed a structured evaluation rubric covering three principal dimensions: content relevance, instructional design quality, and instructional media quality. Experts provided both quantitative ratings and qualitative recommendations to support iterative refinement of the model.
To strengthen the needs analysis stage, semi-structured interviews were conducted with six students prior to intervention development. The interviews explored learning difficulties experienced during nursing skills training, particularly related to procedural mastery, independent learning, and engagement in problem-solving activities.
The MEDIFA model was designed as an integration of instructional video scaffolding and problem-based learning activities within nursing skills education. The instructional videos were developed to demonstrate procedural skills using segmented visual demonstrations, guided explanations, and clinically contextualized scenarios. Rather than functioning solely as supplementary material, the videos were embedded directly into the problem-solving process to support procedural reasoning and independent preparation.
The PBL component was structured around collaborative discussion of nursing cases requiring students to analyze clinical conditions, identify procedural priorities, and apply nursing interventions within contextualized scenarios. The instructional flow emphasized reflective observation, collaborative reasoning, guided practice, and repeated procedural review.
The development process involved iterative revision based on expert review, formative evaluation, and student feedback. Revisions included improving visual segmentation, refining procedural narration, clarifying clinical scenarios, and strengthening alignment between video content and PBL activities.
Data collection was conducted in three sequential phases.
The first phase involved needs analysis and preliminary investigation. Semi-structured interviews were conducted with students to identify learning challenges commonly encountered during nursing skills training. Existing competency records and course documents were also reviewed to identify areas requiring instructional support.
The second phase involved model development and formative evaluation. The preliminary MEDIFA model, including instructional videos and PBL scenarios, was reviewed by expert validators. Revisions were subsequently conducted based on expert comments and formative learner feedback obtained from one-to-one and small-group evaluation stages.
The third phase involved empirical field implementation using a quasi-experimental one-group pre-test–post-test design. Students completed a pre-test to assess baseline competency before participating in the VS-PBL intervention. Following the implementation process, students completed a post-test and perception questionnaire to evaluate learning outcomes and instructional experiences.
Quantitative data were analyzed using descriptive and inferential statistical techniques. Descriptive statistics, including mean scores and standard deviations, were used to summarize student performance before and after the intervention.
Prior to inferential analysis, the normality of score distribution was examined using the Shapiro–Wilk test. Because the data met normality assumptions (p > 0.05), a paired-sample t-test was conducted to determine whether statistically significant differences existed between pre-test and post-test scores. Statistical significance was established at p < 0.05.
To examine the magnitude of intervention effects, Cohen’s d effect size analysis was performed. Learning effectiveness was further analyzed using normalized gain (N-Gain) calculations, categorized using standard interpretation criteria: high (>0.70), medium (0.30–0.70), and low (<0.30).
Qualitative data obtained from interviews and open-ended questionnaire responses were analyzed using thematic analysis procedures. The analysis involved repeated reading of participant responses, open coding, categorization of recurring patterns, and development of interpretive themes related to student engagement, self-regulated learning, procedural understanding, and collaborative reasoning experiences.
Several measures were implemented to enhance methodological trustworthiness and reduce potential sources of bias. Standardized instructional procedures were applied across all participants during implementation. Instrument validation was conducted through expert review prior to use. Methodological triangulation was also employed by combining quantitative competency data with qualitative student experiences.
Researcher reflexivity was maintained throughout the study by documenting revision decisions during the instructional development process. In addition, qualitative findings were interpreted cautiously to avoid overgeneralization beyond the study context.
Nevertheless, several limitations should be acknowledged. The study was conducted within a single institutional context, which may limit broader generalizability. The DBR process also involved a limited iterative cycle due to practical implementation constraints. Furthermore, self-reported student perceptions may contain response subjectivity despite efforts to ensure anonymity and voluntary participation.
The design-based development process resulted in the MEDIFA model, a structured Video-Supported Problem-Based Learning (VS-PBL) instructional framework consisting of nine interconnected instructional phases designed for undergraduate nursing skills education. The model integrated video-based procedural scaffolding, collaborative problem analysis, guided practice, reflective discussion, and procedural reinforcement within a coherent learning sequence.
Expert validation was conducted to evaluate the appropriateness and instructional feasibility of the model prior to field implementation. The validation process involved five expert reviewers representing three areas of expertise: nursing education, instructional design, and instructional media. Evaluation criteria included content relevance, procedural accuracy, instructional alignment, cognitive organization, media presentation, and usability.
Overall validation results indicated a high level of perceived appropriateness across domains. Average expert scores ranged from 4.50 to 4.84 on a five-point scale, suggesting that the MEDIFA model was considered pedagogically feasible for implementation in nursing skills training environments. Nursing experts emphasized the integration of procedural demonstration with clinical reasoning processes, noting that the model encouraged students to move beyond procedural imitation toward understanding the rationale underlying nursing actions. Instructional design experts highlighted the effectiveness of segmented video presentation in supporting cognitive processing during complex procedures, while the instructional media expert noted that the visual clarity and sequencing of demonstrations contributed to instructional coherence.
Several recommendations emerged during the validation process. Experts suggested improving narration consistency, refining procedural segmentation in selected video scenes, and strengthening alignment between procedural demonstrations and clinical case discussions. These recommendations informed the subsequent revision process prior to field implementation. The results of the expert validation process are summarized in Table 1.
The effectiveness of the MEDIFA model was evaluated through field implementation involving 30 undergraduate nursing students using a one-group pre-test–post-test design. Pre-intervention analysis showed a mean competency score of 76.80 (SD = 6.42), reflecting students’ baseline performance prior to participation in the VS-PBL intervention. Following implementation of the MEDIFA model, the post-test mean score increased to 94.43 (SD = 3.21), indicating a substantial improvement in clinical competency outcomes.
Prior to inferential testing, score distributions were examined using the Shapiro–Wilk normality test. Results indicated that both pre-test and post-test data met assumptions of normality (p > 0.05). A paired-sample t-test subsequently demonstrated a statistically significant difference between pre-test and post-test performance scores (t(29) = 24.22, p < 0.001).
The magnitude of intervention effects was further examined using Cohen’s d effect size analysis, which indicated a large educational effect (d > 0.80). In addition, normalized gain analysis yielded an N-Gain score of 0.76, categorized as high effectiveness according to established educational interpretation criteria.21 These findings suggest that the VS-PBL intervention contributed substantially to improvement in nursing procedural competency within the study context.
Although baseline pre-test scores indicated moderate initial competency, these scores should not be interpreted as definitive indicators of clinical proficiency outside the context of the current cohort and instructional setting. The comparison of students’ clinical competency scores before and after implementation of the MEDIFA model is presented in Table 2.
Qualitative analysis of interview responses, open-ended questionnaires, and observational field notes generated three interrelated themes related to students’ learning experiences during implementation of the MEDIFA model: (1) strengthened self-regulated learning, (2) deeper procedural understanding through contextual problem-solving, and (3) changing instructional interaction patterns.
Theme 1: Strengthened self-regulated learning
A substantial proportion of students described using the instructional videos independently before and during laboratory practice sessions. Students reported pausing, replaying, and revisiting selected procedural segments repeatedly to reinforce understanding and procedural confidence.
One participant explained:
“Before the laboratory session, I usually watched the injection procedure video several times. Sometimes I replayed only the landmark identification section because I was still unsure about it.”
Rather than depending exclusively on instructor demonstration, students appeared to develop more autonomous preparation strategies during procedural practice. Several participants also reported that the videos reduced anxiety before laboratory activities because procedural steps could be reviewed repeatedly at their own pace. Similar patterns of enhanced procedural confidence and reflective participation have also been reported in video-supported clinical learning environments and simulation-based nursing education.13,24
Theme 2: Deeper procedural understanding through contextual problem-solving.
Students frequently reported that the integration of procedural videos with problem-based discussion changed the way they understood nursing procedures. Instead of perceiving procedural activities as isolated technical routines, participants described greater awareness of the clinical reasoning underlying each action.
One student reflected:
“Previously I focused mainly on memorizing the procedure steps. During the case discussions, I began to understand why maintaining sterility was important and how mistakes could affect patient safety.”
The integration of clinical scenarios appeared to encourage students to connect procedural performance with patient conditions, infection prevention, and nursing judgment. Several students also noted that collaborative discussion sessions helped them identify mistakes that were not immediately apparent during individual practice.
Theme 3: Reconfiguration of instructional interaction.
Implementation of the MEDIFA model also appeared to influence classroom interaction patterns. Students perceived that instructors spent less time repeatedly demonstrating procedural sequences and more time facilitating discussion, questioning clinical decisions, and guiding reflection.
One participant stated:
“During practice sessions, the lecturer often asked why we chose a certain action instead of immediately correcting us. If we were uncertain about the procedure, we were directed back to specific video sections.”
This shift suggested that instructional videos functioned not only as procedural demonstrations but also as stable reference points that enabled instructors to focus more extensively on reasoning, clarification, and reflective guidance.
Despite generally positive responses, adaptation to the VS-PBL approach was not uniform across participants. Several students initially reported difficulty adjusting to collaborative discussion and problem-analysis activities, particularly those who were more accustomed to instructor-centered demonstration methods.
Approximately 15% of student responses reflected uncertainty during the early stages of implementation, especially in relation to expressing opinions during group discussion. However, many of these students later described increased confidence after repeated participation in collaborative learning activities. Overall, the qualitative findings suggest that the MEDIFA model supported not only procedural competency development but also changes in learning behavior, instructional interaction, and clinical reasoning engagement within nursing skills education.
The findings of this study suggest that the integration of video-based procedural scaffolding within a problem-based learning environment may contribute meaningfully to the development of clinical competency in undergraduate nursing education. The substantial increase in post-intervention competency scores, accompanied by a high normalized gain and large effect size, indicates that the MEDIFA model functioned not merely as a supplementary digital resource, but as a pedagogically integrated instructional approach within the observed learning context.
These findings are broadly consistent with previous research demonstrating the value of instructional video in supporting procedural learning and independent practice in nursing education.3,5,6 Earlier studies have shown that video-based learning environments can improve procedural clarity, facilitate repeated observation, and enhance learner confidence during skills acquisition.7,13,2728 Similarly, research on problem-based learning has consistently associated PBL environments with collaborative reasoning, reflective inquiry, and self-directed learning processes.9–12,26 However, the present study extends this discussion by suggesting that the educational value of digital instructional media may depend less on technological availability itself and more on the extent to which such media are embedded within coherent pedagogical interaction.
Rather than functioning as isolated audiovisual demonstrations, the instructional videos in the MEDIFA model appeared to operate as procedural scaffolds that supported repeated cognitive rehearsal during clinical preparation. Students frequently described pausing, replaying, and revisiting selected procedural segments in response to areas of uncertainty. This pattern suggests that video-based instruction may reduce unnecessary cognitive burden during procedural acquisition by allowing learners to regulate the pace and sequencing of information exposure. Such findings are consistent with Cognitive Load Theory, which proposes that structured multimedia presentation can support learning when complex information is segmented and cognitively manageable.15,20
At the same time, the findings also indicate that procedural repetition alone was insufficient to explain observed learning improvements. The problem-based learning component appeared to play an important role in transforming procedural performance into clinically meaningful understanding. Students repeatedly described how discussion of infection risks, patient conditions, and nursing rationale altered their perception of procedural activities that had previously been approached as memorized technical routines. In this respect, the study supports the view that contextualized collaborative inquiry may strengthen the relationship between psychomotor performance and clinical reasoning in nursing education.
These findings also resonate with recent studies suggesting that scaffolding within problem-based learning environments may strengthen active reasoning and independent engagement during higher education learning processes.22,23
This interaction between procedural scaffolding and contextual problem-solving reflects important aspects of Situated Learning Theory.16 Learning did not occur solely through observation of procedural demonstrations, but through participation in socially mediated problem-analysis activities situated within realistic clinical scenarios. The collaborative discussions appeared to encourage students to negotiate meaning, justify procedural choices, and reflect on patient safety considerations rather than merely reproduce technical steps.
An additional finding emerging from the study concerns changes in instructional interaction patterns. Students perceived that instructors shifted from repetitive procedural demonstration toward facilitation of questioning, clarification, and reflective guidance. This shift is pedagogically important because it suggests that video-supported instruction may redistribute instructional attention within laboratory learning environments. When procedural demonstrations become consistently accessible through digital scaffolding, instructors may be able to devote more time to higher-order coaching processes, including clinical reasoning, feedback, and reflective inquiry.
The qualitative findings also suggest that the MEDIFA model may support aspects of self-regulated learning. Students frequently described preparing independently before laboratory sessions and revisiting learning materials outside formal instructional hours. Although the present study did not directly measure motivational constructs, these patterns appear consistent with Self-Determination Theory, particularly in relation to learner autonomy and perceived competence.17 Nevertheless, the extent to which such learning behaviors are sustained over longer periods remains uncertain and requires further investigation.
Despite these positive findings, several considerations should be acknowledged when interpreting the results. First, the study was conducted within a single institutional setting involving one cohort of undergraduate nursing students. Educational culture, instructor characteristics, and institutional learning environments may therefore have influenced implementation outcomes. Second, the quasi-experimental one-group pre-test–post-test design limits causal interpretation because improvements cannot be attributed exclusively to the intervention in the absence of a comparison group. Third, portions of the qualitative findings relied on self-reported student perceptions, which may contain subjective bias despite efforts to ensure voluntary participation and response anonymity.
In addition, adaptation to the VS-PBL approach was not uniform across all participants. Several students initially expressed discomfort with collaborative discussion and analytical participation, particularly those who were more familiar with instructor-centered demonstration models. This finding suggests that pedagogical transition toward more active learning environments may require gradual adjustment and facilitative support rather than immediate instructional replacement.
From a practical perspective, the findings highlight the importance of viewing digital instructional media as components of broader pedagogical ecosystems rather than standalone technological solutions. Within the present study, the educational contribution of video appeared strongest when integrated with collaborative reasoning activities, reflective questioning, and contextual clinical discussion. This observation may be particularly relevant for nursing education institutions seeking to strengthen competency-based learning within increasingly digital learning environments.
Future research should explore the long-term sustainability of video-supported problem-based learning models, including retention of clinical competency, transferability to authentic clinical practice, and implementation across different institutional and cultural contexts. Comparative studies involving control groups and multi-site implementation may also help clarify the extent to which observed outcomes are attributable to specific instructional components within the MEDIFA framework.
The present study explored the development and implementation of the MEDIFA model, a Video-Supported Problem-Based Learning (VS-PBL) approach designed for undergraduate nursing skills education. Within the context of this study, the integration of video-based procedural scaffolding and collaborative problem-based learning was associated with substantial improvement in students’ clinical competency outcomes and meaningful changes in learning engagement.
The findings suggest that instructional video may become pedagogically more valuable when embedded within reflective and context-oriented learning environments rather than used solely as supplementary demonstration material. Students not only demonstrated improvement in procedural performance, but also described increased opportunities for repeated practice, collaborative reasoning, and independent preparation during laboratory learning activities. These findings indicate that the educational contribution of digital learning tools may depend largely on how they are integrated within broader pedagogical interaction.
At the same time, the study highlights the importance of maintaining caution in interpreting intervention outcomes. The research was conducted within a single institutional context using a one-group quasi-experimental design, and portions of the qualitative findings relied on self-reported experiences. Consequently, the findings should be understood as contextually situated rather than universally generalizable.
Despite these limitations, the study contributes to ongoing discussions concerning digital pedagogical innovation in nursing education, particularly within competency-based and student-centered learning environments. The MEDIFA model offers a context-sensitive instructional framework that may support the integration of procedural learning, clinical reasoning, and reflective engagement in nursing skills education. Further research involving broader institutional settings, comparison groups, and longitudinal observation may help clarify the sustainability and transferability of the model across diverse clinical learning contexts.
Ethical approval for this study was obtained from the Research Ethics Committee of Universitas Binawan, Jakarta, Indonesia (Approval No. 203/KEPK-UBN/IV/2022). Permission to conduct the study was subsequently obtained from the Faculty of Health Sciences, Universitas Islam As-Syafi’iyah, Jakarta, Indonesia. The study was conducted in accordance with the ethical principles of the Declaration of Helsinki and relevant institutional guidelines for research involving human participants.
All participants received detailed information regarding the objectives, procedures, voluntary nature of participation, and intended use of the research data prior to enrollment. Participation was entirely voluntary and did not affect students’ academic assessment or course standing. Written informed consent was obtained from all participants before participation in the study.
To protect participant confidentiality, all questionnaire responses, interview data, and assessment results were anonymized during analysis and reporting. Participants were informed that they could withdraw from the study at any stage without academic consequences. No personally identifiable information was disclosed in any part of the research process or publication.
The datasets generated and analyzed during the current study are not publicly available because they contain educational assessment data and interview responses that could compromise participant confidentiality. Data are available from the corresponding author upon reasonable request for academic and research purposes. Access to the data may be granted following review of the request and subject to ethical and institutional considerations.
Requests for access to the data should be directed to:
Siti Fatimah
Faculty of Health Sciences
Universitas Islam As-Syafi’iyah
Jakarta, Indonesia
Email: [email protected]
Extended data, including validation instruments, interview guides, observation sheets, and instructional materials related to the MEDIFA model, are also available from the corresponding author upon reasonable request.
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