Assessing the benefits of an online prematriculation anatomy workshop on knowledge acquisition and anatomy competency in a Doctor of Physical Therapy program.

Preparing students for the transition to graduate-level education with greater learning demands in a condensed time frame is a challenging process for health professions educators and incoming students. Prematriculation programs offer a solution for exposing students to the foundational sciences in preparation for the academic rigor of a doctoral program. This retrospective study assessed whether incoming students enrolled across 3 yr of a 2-day online anatomy workshop, offered in July and August before the start of their first semester resulted in improved anatomy knowledge. Whether this acquired knowledge translated to improved anatomy outcomes in the first semester of a Doctor of Physical Therapy program was also assessed, while also accounting for variables of gender, ethnicity, and grade-point average. Knowledge acquired during both days of the workshop resulted in statistically significant improvements in anatomy postquiz scores compared to the baseline prequiz (P < 0.001). Multivariate regression analyses demonstrated statistically significant relationships between the first-semester anatomy practical score and workshop participation (P = 0.04) as well as a predictive value of gender (P = 0.01). Evaluating a timing effect on the predictive value of the online anatomy workshop demonstrated statistically significant effects of the prematriculation workshop on both first-semester anatomy practicals for August (P = 0.03 for practical 1; P = 0.04 for practical 2) but not July workshop participants. Findings from this study support the utility of an online prematriculation anatomy workshop to prepare students for graduate-level anatomy learning expectations in a doctoral allied health program.NEW & NOTEWORTHY This paper presents the findings of a retrospective study examining the effectiveness of an online prematriculation anatomy workshop on knowledge acquisition and first-semester anatomy competency following the success of a previously offered peer-led onsite workshop. To our knowledge, this is the first report of an online prematriculation program that successfully introduces graduate-level learning expectations and access to anatomical resources leading to improved anatomy competency in an allied health professional program.

Restless sleep is associated with increased anxiety in physical therapy students: a cross sectional survey study.

BACKGROUND: Sleep and mental health are intimately related and shown to impact graduate students enrolled in health sciences programs, including physical therapy education. Doctorate of Physical Therapy (DPT) students' attitudes and behaviors surrounding sleep and whether these factors are associated with mental health are unknown. This study aimed to describe sleep behaviors and attitudes of entry-level DPT students and to explore the relationship between subjectively reported sleep quality and self-reported symptoms of anxiety in these students. METHODS: A cross-sectional online survey consisting of the Sleep Practices and Attitudes Questionnaire (SPAQ), the Generalized Anxiety Disorder-7 (GAD-7) questionnaire, and demographic questions were used. Analyses investigated sleep behaviors and attitudes, along with the relationship (unadjusted odds ratio) between restless sleep and anxiety in DPT students in hybrid and traditional DPT programs across the United States (US). RESULTS: A total of 271 DPT students completed the survey. A majority of students reported feeling tired during most days (80.8%, n = 219), a quarter of participants (24.7%) reported having a history of trouble sleeping and four (1.5%) reported being diagnosed with a sleep disorder. Of those who reported their sleep duration, participants slept an average of 6.86 h. The mean GAD-7 score was 7.68 (SD = 4.90), suggestive of mild anxiety. Sixty-seven (24.7%) reported having a diagnosed anxiety disorder, with generalized anxiety being the most common diagnosis. Those who reported having restless sleep were 4.09 times more likely to have moderate to severe anxiety [unadjusted odds ratio = 4.09 (95% CI 2.27,7.35; p < 0.001)] compared to those who reported restful sleep. CONCLUSIONS: DPT students who rated sleep as restless exhibit signs of poor subjective sleep quality associated with an increased risk of experiencing moderate to severe anxiety compared to students who had restful sleep. Students reported behaviors surrounding sleep that may contribute to anxiety. These findings have implications for including sleep and mental health education and practices within DPT programs.

The effect of pre-body donor quizzes on student performance in a hybrid anatomy course.

Learning human anatomy is essential for Doctor of Physical Therapy (DPT) education. Body donors are traditionally utilized to understand content, but in a hybrid learning environment, students have limited time to use body donors. To improve body donor access and learning, we created online synchronous pre-body donor activities. The impact of these online strategies on students' subsequent exams and final grade were investigated in a non-randomized, observational study. These activities were hypothesized to positively influence students' anatomy performance. In a 16-week semester, DPT students (case [n = 91], control [n = 22]) participated in a hybrid program of asynchronous/synchronous online learning and two in-person immersions. Measures included student course grades and teaching surveys. Spearman's rho correlations analyzed the relationship between four pre-body donor quizzes to body donor exams, written exams, and final course grade. Mann-Whitney U tests assessed differences in grades between cohorts. A linear regression model examined the influence of pre-body donor quizzing on exams/final grades. Correlation tests revealed a strong relationship between the average pre-body donor quiz score and both the first written exam and final course grade (p = 0.0001). The case group achieved significantly higher scores than the control group on the first in-person body donor exam (p = 0.011), the second written exam (p = 0.0001), and the final grade (p = 0.004). The pre-body donor quizzes predicted performance on the subsequent in-person body donor exams, written exams, and the final grade. Implementation of online pre-body donor learning activities was associated with increased academic performance among hybrid DPT students and may aid in learning anatomy concepts for clinical practice.

Evidence-based practice confidence and behavior throughout the curriculum of four physical therapy education programs: a longitudinal study.

BACKGROUND: Evidence-based practice (EBP) is a foundational process taught in health professional education, yet it is unclear when EBP confidence and skills are obtained. Increases in EBP confidence and behaviors from the start of physical therapy programs to post graduation have been reported in studies that evaluated a single program or used non-valid questionnaires. This study aimed to describe changes in EBP confidence and behavior using validated questionnaires of students from four physical therapy education programs throughout their curriculum and one year post graduation. METHODS: One hundred and eighty-one students from a potential pool of 269 (67.3%) consented to participate. Students completed the Evidence-Based Practice Confidence (EPIC) Scale and the Evidence-Based Practice Implementation Scale (EBPIS) at 6 timepoints: start of the program, prior to first clinical experience, after first clinical experience, at the end of classroom instruction, graduation, and one year post. Medians (Mdn) and 25th and 75th percentiles (P25, P75) were calculated for 42 (23.2%) students with complete data across all timepoints. Change between timepoints was assessed using Friedman's test and Wilcoxon signed rank test with a Bonferroni correction for post hoc analysis. RESULTS: There were significant changes in EPIC scores (p < 0.001) from enrollment (Mdn 50.0, P25, P75 35.5, 65.9) to prior to first clinical experience (Mdn 65.5, P25, P75 57.3, 72.5) and after the first clinical experience (Mdn 67.3, P25, P75, 58.9, 73.2) to the end of classroom instruction (Mdn 78.6, P25, P75, 72.0, 84.1). Significant increases on the EBPIS (p < 0.01) were only seen from after the first year of training (Mdn 15, P25, P75, 10.0, 22.5) to end of the first clinical experience (Mdn 21.5, P25, P75 12.0, 32.0). CONCLUSIONS: EBP confidence increased significantly after classroom instruction but remained the same after clinical experiences and at one year post graduation. EBP behavior significantly increased only after the first clinical experience and remained the same through graduation. Confidence and behavior scores were higher than were previously reported in practicing professionals. Ongoing assessment of EBP confidence and behavior may help instructors build appropriate curricula to achieve their outlined EBP objectives.

The Development and Evaluation of a Pediatric Interprofessional Education (IPE) Experience for Occupational and Physical Therapy Graduate Students.

Interprofessional competence is needed to improve health care outcomes. The aim of this paper is to describe the development of theoretically grounded interprofessional education (IPE) experiences to advance interprofessional competencies for occupational and physical therapy doctoral students. In addition, a pretest/postest survey was designed to determine the participants' perceptions of knowledge attainment, roles, and attitudes. Two cohorts of students (N = 115) completed surveys pre and post IPE experiences. Statistically significant changes were found on perception of roles and knowledge attainment. Additional studies are needed to determine if IPE leads to behavioral changes in practice and improves patient outcomes.

Effect of self-regulated learning and technology-enhanced activities on anatomy learning, engagement, and course outcomes in a problem-based learning program.

Problem-based learning (PBL) offers advantages for teaching anatomy and physiology for physical therapy students as clinical cases provide a scaffold for a comprehensive review of body systems. Although the utilization of interactive anatomy software greatly contributes to an active learning environment and efficient use of time, simply providing textbook readings, access to anatomy software, and models is not enough to engage students to become active in reaching their learning goals. Time constraints, meaningful technology implementation, resource abundance, and unfamiliarity are challenges that decrease the effectiveness of both facilitating and learning anatomy. The present study investigated the use of three supplemental learning tools to support anatomy instruction in a self-regulated manner. Friedman test results demonstrated significant differences for perceived engagement [χ2(2) = 15.74, P < 0.001, W = 0.23] but not for perceived learning. Survey responses demonstrated that perceived engagement was greatest with the nondigital supplemental learning tool compared with the two technology-enhanced learning tools (iBooks Author + SoftChalk and SoftChalk alone). Multivariate regression analyses demonstrated statistically significant relationships between the nondigital supplemental learning tool and anatomy practical scores (P < 0.001). The technology-enhanced supplemental learning tools did not further increase learning outcomes as measured by practical scores compared with nondigital learning tools. Incorporation of instructor-created instructional materials independent of technology is an efficient method to drive self-regulated learning, enhance engagement, and improve anatomy course outcomes and may overcome barriers associated with a purely self-directed PBL model.

On the job training in the dissection room: from physical therapy graduates to junior anatomy instructors.

BACKGROUND:  The training of near-peer (NP) teachers and junior faculty instructors received major attention as a possible solution for the shortage of experienced anatomy instructors in faculties of medicine and health professions. Several studies described the training of NP teachers and junior instructors (≤ 2 years of teaching experience) using various methods. However, few publications include On the Job Training (OJT), which enables reflection and performance evaluation and encourages professionals to cope with their blind spots. Previous publications describing OJT did not include formal observation of the NP teacher or junior instructor. Therefore, this study aimed to present a novel approach to OJT inclusion during prosection laboratories based on the Lewinian experiential model. METHODS:  Eight physical therapy (PT) graduates were recruited as junior anatomy instructors into the prosection laboratories. All participated in a unique training program during two consecutive academic years (2017, 2018) and received OJT during the teaching sessions. Two questionnaires were filled out to evaluate the educational impact of the training program. Eighty-three first-year PT students participated in prosection laboratories in anatomy taught by junior instructors, and filled out a questionnaire evaluating the performance of both junior and senior instructors. In addition, we compared the final grades in anatomy obtained by students taught by senior instructors to the grades of those taught by junior instructors. RESULTS:  Each junior anatomy instructor participated in four OJT sessions. Based on self-reported measures, all professional and didactic aspects of the training program received a median score of 4.5 or higher on a five-point Likert scale. Students obtained similar grades in anatomy when taught by junior instructors compared with senior ones, and were similarly satisfied from the teaching performance of both senior and junior anatomy instructors. CONCLUSIONS:  OJT is applicable in a small-sized PT program facing a shortage of anatomy instructors. Including junior anatomy instructors in prosection laboratories for PT students is a viable solution to the shortage of experienced anatomy instructors. Further study, involving a larger cohort with a longer follow up will strengthen the preliminary results presented here.

Faculty and programmatic influences on the percentage of graduates of color from professional physical therapy programs in the United States.

The physical therapy profession in the United States suffers from a shortage of providers of color. This is unlikely to change with newly graduating students, as 2.6% of 2017 graduates were African American and 5.7% were Hispanic or Latino. Faculty mentorship has a more profound influence on the retention of underrepresented minority students as compared with students from privileged backgrounds, according to undergraduate literature. The influences of faculty characteristics on physical therapy graduates of color are unknown. The purpose of this study was to determine faculty and programmatic characteristics that could influence the percentage of physical therapy graduates of color. This study implemented the theory of academic capitalism to inform the results of a retrospective panel analysis, which used accreditation data from 2008 to 2017. Data from 231 programs was used to create fixed effects and random effects models to estimate the effects that faculty and program characteristics had on the percentage of graduates of color that a program produced. There was a statistically significant positive relationship between faculty of color and graduates of color (p < 0.001), but faculty must be sufficiently diverse before a program can expect a meaningful change in their percentage of graduates of color. Academic capitalist principles suggest that competition between programs for resources could negatively influence the proportion of graduates of color. Cause and effect associations between variables cannot be established. The authors concluded that professional physical therapy programs appeared to have increases in the percentages of graduates of color when they had more core faculty members of color.

Qualitative and quantitative evaluation of an interprofessional workshop between physical therapy and medical students.

Interprofessional education (IPE) is an important component of medical education, preparing students for the collaboration necessary for high-quality patient care. This study aimed to compare IPE readiness in pre-qualification physical therapy (PT) and medical (MD) students before and after an interprofessional workshop and identify factors influencing the workshop's perceived educational value. In two consecutive years, students were surveyed with the Readiness for Interprofessional Learning Scale (RIPLS) following a four-hour, case-based workshop. During the second year, students were also surveyed before the workshop and answered open-ended questions about its educational value. PT and MD students had similar mean pre-workshop RIPLS scores (83.0, SD 5.3 vs. 80.7, SD 7.9; p = .27), but post-workshop scores were higher among PT students (86.3, SD 6.5 vs. 80.3, SD 8.8; p < .001). Qualitative thematic analysis of responses to open-ended questions revealed students valued IPE within the workshop. However, MD students in particular identified improvement opportunities in workshop delivery, timing, and content. These factors undermined the perceived educational value for MD students and may have contributed to their lower post-workshop RIPLS scores. This study suggests that a brief workshop can improve readiness for IPE among pre-professional students and highlights the importance of content, delivery, and timing to IPE success.

An anatomy workshop for improving anatomy self-efficacy and competency when transitioning into a problem-based learning, Doctor of Physical Therapy program.

First-year Doctor of Physical Therapy (DPT) students entering a problem-based learning (PBL) program are faced with a number of pedagogical challenges, including the development of self-directed learning skills, resource unfamiliarity, and group dynamics. These challenges can make learning anatomy in a self-directed manner less efficient. Prematriculation introduction of strategies to improve anatomy learning may help prepare students for a rigorous DPT program and improve anatomy learning efficiency. The present study describes a 2-day anatomy workshop offered to incoming students before a DPT program was initiated. Knowledge acquired during both days of the workshop resulted in statistically significant improvements in anatomy postquiz scores for each corresponding prequiz (P < 0.001 for lower and upper limb quizzes). Workshop participants survey responses demonstrated that anatomy confidence and PBL preparedness increased at distinct intervals following the workshop and was significantly higher than controls after the first semester (P < 0.01 for anatomy confidence and PBL preparedness). Multivariate regression analyses demonstrated statistically significant relationships between semester anatomy practical scores and workshop participation (P = 0.03 for practical 1 and P = 0.049 for practical 2) and undergraduate grade point average (P < 0.001 for practical 1 and P = 0.03 for practical 2). First-year DPT students reported the anatomy workshop to be a valuable experience for learning strategies to improve anatomy self-efficacy. An introductory anatomy workshop is an effective strategy to improve self-directed anatomy learning efficiency before the start of a rigorous DPT program.

Improving the Quality of Consumer Health Information on Wikipedia: Case Series.

BACKGROUND: Wikipedia is one of the most consulted health resources in the world. Since the public is using health information from Wikipedia to make health care decisions, improving the quality of that health information is in the public interest. The open editable content design of Wikipedia and quality control processes in place provide an opportunity to add high-value, evidence-based information and take an active role in improving the health care information infrastructure. OBJECTIVE: The aim of this project was to enhance Wikipedia health pages using high-quality, current research findings and track the persistence of those edits and number of page views after the changes to assess the reach of this initiative. METHODS: We conducted Wikipedia Editathons with 3 different cohorts of Physical Therapy (PT) students to add high-quality health information to existing Wikipedia pages. Students synthesized best evidence information and updated and/or corrected existing Wikipedia entries on specific health pages. To evaluate the impact of these contributions, we examined two factors: (1) response to our contributions from the Wikipedia editing community, including number and type of subsequent edits as well as persistence of the student contributions and (2) number of page views by the public from the time of the page edits. RESULTS: A total of 98 PT students in 3 different cohorts engaged in Editathons, editing 24 health pages. Of the 24 edits, 22 persisted at the end of the observation period (from time of entry to May 31, 2018) and received nearly 8 million page views. Each health page had an average of 354,724 page views. CONCLUSIONS: The Wikipedia Editathon is an effective way to continuously enhance the quality of health information available on Wikipedia. It is also an excellent way of bridging health technology with best-evidence medical facts and disseminating accurate, useful information to the public.

Self-regulated learning in physical therapy education: a non-randomized experimental study comparing self-directed and instruction-based learning.

BACKGROUND: There is a concern that traditional instruction based methods of learning do not adequately prepare students for the challenges of physical therapy practice. Self-directed learning is considered to be the most appropriate educational approach to enhance life-long learning as it enhances self-efficacy. This study compares outcomes in two educational approaches: self-directed learning (SDL), and traditional instruction based learning (IBL). METHODS: In this non-randomized experimental study two groups of second year physiotherapy students were compared using pre-post-test assessments. Study results (both knowledge and physiotherapy performance), and self-reported self-efficacy were used as outcome variables. Study results from the end of year 1 and the end of year two were retrieved form the student information system. Self-reported variables including general and physical therapy self-efficacy were assessed using an online questionnaire which was completed at the start and the end of year two. Changes in self-efficacy were analysed using a repeated measures multivariate ANOVA. RESULTS: A total of 174 students were enrolled in the second year, of which 108 (62%) agreed to participate in the online questionnaire. The online questionnaire at baseline (September 2015) was completed by 27 students in the SDL condition compared to 81 students in the IBL condition. There were no statistical differences at baseline between both educational approaches on any of the variables in the study. At the end of year two, there was no difference between both conditions in indicators of study results: knowledge and performance. Perceived self-efficacy in functioning as a physical therapist increased between both assessments. However, this increase was observed in both condition, and the difference between both conditions was not statistically significant. CONCLUSIONS: Self-directed learning and traditional instruction based learning result in equal study outcome and self-efficacy at the end of year two. More research is needed to determine the long term outcome that is most relevant for lifelong learning, and which students will benefit most from this approach. Nonetheless, self-directed learning might be an important alternative for instruction-based l education.

Study of curriculum of Doctor of Physical therapy programme based on World Federation of Medical Education standards.

OBJECTIVE: To evaluate the curriculum for Doctor of Physical Therapy (DPT) programme based on World Federation of Medical Education (WFME) standards. METHODS: A questionnaire was constructed based on WFME 'Should' and 'Must' standards. It was validated by five experts in two rounds. It is comprised of Items/ questions with Yes/No options. The questionnaire was filled by the DPT Faculty and final year students at Riphah International University, Islamabad from March 01, to April 30, 2017. RESULTS: The key weakness identified were students participation in program management, evaluation, mission statement, program designing, curriculum committee, students activities and organization, and other matters relevant to students, followed by the use of external examiners, reliability and validity of assessment tools, scrutiny of assessments by external examiners and feedback to the students on assessment. The integration of behavioral and social sciences, readiness of graduates for postgraduate studies, institutional autonomy and academic freedom for curriculum development and designing, and opportunity for the participation of other stakeholders were identified as strengths. CONCLUSIONS: As per WFME standards the curriculum for DPT program needs improvements in student's assessments and their participation in program management, evaluation, mission statement and designing, along with facilitation in student's activities, organizations. Strengths of the curriculum were integration of behavioral and social sciences, readiness for postgraduate studies, institutional autonomy and academic freedom for the development and designing of curriculum, and the participation of other stakeholders.

Physical Therapy Entry-level Education and Post-professional Training in Saudi Arabia: A Comparison of Perceptions of Physical Therapists from Five Regions.

[Purpose] The goal of this study was to examine potential differences in physical therapists' perceptions of content areas for the new entry-level Doctor of Physical Therapy (DPT) curricula and specialties for post-graduate residency and fellowship programs among five geographical regions in Saudi Arabia. [Subjects and Methods] All physical therapists in Saudi Arabia were invited to participate in this cross-sectional study, which was conducted via a web-based survey. The first domain queried the importance of introducing 10 content areas into future DPT curricula. The second domain concerned the importance of developing residency and fellowship programs in nine subspecialties. Descriptive statistics were generated, and an analysis of variance with a post hoc Tukey's HSD test was used to evaluate the significance of differences in the physical therapists' perceptions across the geographical regions. [Results] In total, 148 participants responded to the survey. Significant differences were found among respondents in different geographical regions for 4 of the 10 skills and 3 of the 9 subspecialties. [Conclusion] Understating the variations between the five regions would be helpful in developing a new model for future DPT and post-professional programs that addresses potentially unique needs perfectly. Future research is needed to confirm the findings in a wide range of stakeholders.

The current state of anatomy education in United States doctor of physical therapy programs.

Physical therapy education has significantly evolved over the past few decades. While gross anatomy is integral to physical therapy education curricula, the current state of anatomy education within these programs is not well understood. The primary purpose of this report was to provide an update on the current state of anatomy education across United States (US) Doctor of Physical Therapy (DPT) programs. A survey was disseminated to all 261 accredited US physical therapy programs. The survey was deployed in November 2020 with a deadline to respond by January 15, 2021. The response rate was 32.6% (85/261). When teaching anatomy, 90.5% of the responding programs used dissection, 71.4% used didactic lectures, 60.7% used computer-assisted technology, 58% used prosections, 23.8% used plastinated models, and 31% reported using other methods. DPT programs have experienced declines in PhD faculty (15.7%) and Master of Physical Therapy faculty (15.3%) and notable increases in DPT (16.5%) and physician faculty (8.2%) teaching anatomy within DPT programs. Despite greater use of computer-assisted technologies, these technologies have not replaced donor-based dissection in DPT programs.

Using Adult Learning Theory to Guide Instruction in Training Physical Therapy Students on the Use of AI in Didactic Education.

Artificial intelligence (AI) use is increasing in physical therapy. Didactic curricular experiences can introduce AI to prepare students for clinical practice. A targeted approach to learning incorporating Adult Learning Theory can foster student development of critical thinking for translation to appropriate use in clinical practice.

Improving assessment of procedural skills in health sciences education: a validation study of a rubrics system in neurophysiotherapy.

BACKGROUND: The development of procedural skills is essential in health sciences education. Rubrics can be useful for learning and assessing these skills. To this end, a set of rubrics were developed in case of neurophysiotherapy maneuvers for undergraduates. Although students found the rubrics to be valid and useful in previous courses, the analysis of the practical exam results showed the need to change them in order to improve their validity and reliability, especially when used for summative purposes. After reviewing the rubrics, this paper analyzes their validity and reliability for promoting the learning of neurophysiotherapy maneuvers and assessing the acquisition of the procedural skills they involve. METHODS: In this cross-sectional and psychometric study, six experts and 142 undergraduate students of a neurophysiotherapy subject from a Spanish university participated. The rubrics' validity (content and structural) and reliability (inter-rater and internal consistency) were analyzed. The students' scores in the subject practical exam derived from the application of the rubrics, as well as the rubrics' criteria difficulty and discrimination indices were also determined. RESULTS: The rubrics´ content validity was found to be adequate (Content Validity Index > 0.90). These showed a unidimensional structure, and an acceptable internal consistency (α = 0.71) and inter-rater reliability (Fleiss' ƙ=0.44, ICC = 0.94). The scores of the subject practical exam practically covered the entire range of possible theoretical scores, showing all the criterion medium-low to medium difficulty indices - except for the one related to the physical therapist position-. All the criterion exhibited adequate discrimination indices (rpbis > 0.39), as did the rubric as a whole (Ferguson's δ = 0.86). Students highlighted the rubrics´ usefulness for learning the maneuvers, as well as their validity and reliability for formative and summative assessment. CONCLUSIONS: The changed rubrics constitute a valid and reliable instrument for evaluating the execution quality of neurophysiotherapy maneuvers from a summative evaluation viewpoint. This study facilitates the development of rubrics aimed at promoting different practical skills in health-science education.

The cognitive structure of gross anatomy knowledge in physiotherapy students.

Cognitive structures are the mental representation of domain knowledge and its organization. A preliminary investigation of the cognitive structure of gross anatomy knowledge was conducted on physiotherapy students. The criterion-related validation study examined two data modeling strategies (multidimensional scaling and Pathfinder networks) as potential visual and quantitative representations of cognitive structure. Two criterion standards were used: expert cognitive structure (concurrent) and the student's unit grade (predictive). The raw data for both data modeling strategies were generated from an online survey of paired comparisons of 20 anatomical structures and concepts relevant to musculoskeletal clinical practice. Convenience sampling was used to recruit first-semester physiotherapy students (n = 31), gross anatomy course instructors (n = 4), and domain experts (n = 3) who completed the online survey. The results indicated moderate-to-high effect sizes, regarding the level of agreement (reliability, accuracy, and association) between student and expert cognitive structures. Multiple regression analysis was performed to examine the potential relationships with unit grades. Six predictor variables accounted for 68.9% of the variance in unit grade, indicating a large effect size. The results provide preliminary evidence of concurrent and predictive criterion-related validity for using data modeling strategies to represent cognitive structure in this knowledge domain and population. Further research is indicated to assess the potential impact of this innovative use of data modeling strategies for cognitive structure mapping on gross anatomy education, adaptive learning, and competency-based education, leading to the long-term development of expertise.

Working in the Margins: The Untapped Potential of Disability Inclusion.

People with disabilities are considered a historically marginalized population that experiences significant health disparities resulting from the unequal distribution of resources as evidenced in the social determinants of health. Health professions education presents an opportunity to explore the policy, systems, and environmental changes that are needed to improve social conditions and address known disparities for people with disabilities. Evidence suggests that inclusion of learners with diverse lived experiences, including students with disabilities, strengthens our understanding of the influence of social determinants on health and our ability to address known barriers. Unfortunately, people with disabilities and other minoritized individuals are grossly underrepresented in physical therapy. It is imperative that doctor of physical therapy (DPT) education more intentionally promotes the full inclusion of students with disabilities to improve representation and to better support the complex needs of this population. In this perspective, we describe key social determinants of health for people with disabilities, offer strategies for increasing representation and inclusion of students with disabilities in DPT education, and summarize how the inclusion of students with disabilities in DPT education can enhance our understanding of and ability to address social barriers for this population.

Large language models in physical therapy: time to adapt and adept.

Healthcare is experiencing a transformative phase, with artificial intelligence (AI) and machine learning (ML). Physical therapists (PTs) stand on the brink of a paradigm shift in education, practice, and research. Rather than visualizing AI as a threat, it presents an opportunity to revolutionize. This paper examines how large language models (LLMs), such as ChatGPT and BioMedLM, driven by deep ML can offer human-like performance but face challenges in accuracy due to vast data in PT and rehabilitation practice. PTs can benefit by developing and training an LLM specifically for streamlining administrative tasks, connecting globally, and customizing treatments using LLMs. However, human touch and creativity remain invaluable. This paper urges PTs to engage in learning and shaping AI models by highlighting the need for ethical use and human supervision to address potential biases. Embracing AI as a contributor, and not just a user, is crucial by integrating AI, fostering collaboration for a future in which AI enriches the PT field provided data accuracy, and the challenges associated with feeding the AI model are sensitively addressed.