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1.
Med Teach ; : 1-3, 2024 Jul 27.
Artigo em Inglês | MEDLINE | ID: mdl-39066998

RESUMO

We care about the future experiences of all health professions trainees as competency-based medical education evolves. It is an exciting new era with many possibilities for progress in learning and competency development. Yet we are concerned that remediation remains a troubled and stigmatized detour from routine learning that can persist as a feared off-ramp from competency development rather than a central avenue for improvement and competency achievement. We believe that it is time to acknowledge that all trainees struggle and to recognize that remediation is an essential aspect of individualized learning. Decisive steps are possible to revitalize remediation and to launch its transformation towards growth-oriented pathways for change.

2.
JAMA Netw Open ; 7(3): e242181, 2024 Mar 04.
Artigo em Inglês | MEDLINE | ID: mdl-38506811

RESUMO

Importance: Racial implicit bias can contribute to health disparities through its negative influence on physician communication with Black patients. Interventions for physicians to address racial implicit bias in their clinical encounters are limited by a lack of high-fidelity (realistic) simulations to provide opportunities for skill development and practice. Objective: To describe the development and initial evaluation of a high-fidelity simulation of conditions under which physicians might be influenced by implicit racial bias. Design, Setting, and Participants: This cross-sectional study, performed on an online platform from March 1 to September 30, 2022, recruited a convenience sample of physician volunteers to pilot an educational simulation. Exposures: In the simulation exercise, physicians saw a 52-year-old male standardized patient (SP) (presenting as Black or White) seeking urgent care for epigastric pain, nausea, and vomiting. The case included cognitive stressors common to clinical environments, including clinical ambiguity, stress, time constraints, and interruptions. Physicians explained their diagnosis and treatment plan to the SP, wrote an assessment and management plan, completed surveys, and took the Race Implicit Association Test (IAT) and Race Medical Cooperativeness IAT. The SPs, blinded to the purpose of the study, assessed each physician's communication using skills checklists and global rating scales. Main Outcomes and Measures: Association between physicians' IAT scores and SP race with SP ratings of communication skills. Results: In 60 physicians (23 [38.3%] Asian, 4 [6.7%] Black, 23 [38.3%] White, and 10 [16.7%] other, including Latina/o/x, Middle Eastern, and multiracial; 31 [51.7%] female, 27 [45.0%] male, and 2 [3.3%] other), the interaction of physicians' Race IAT score and SP race was significant for overall communication (mean [SD] ß = -1.29 [0.41]), all subdomains of communication (mean [SD] ß = -1.17 [0.52] to -1.43 [0.59]), and overall global ratings (mean [SD] ß = -1.09 [0.39]). Black SPs rated physicians lower on communication skills for a given pro-White Race IAT score than White SPs; White SP ratings increased as physicians' pro-White bias increased. Conclusions and Relevance: In this cross-sectional study, a high-fidelity simulation calibrated with cognitive stressors common to clinical environments elicited the expected influence of racial implicit bias on physicians' communication skills. The outlined process and preliminary results can inform the development and evaluation of interventions that seek to address racial implicit bias in clinical encounters and improve physician communication with Black patients.


Assuntos
Viés Implícito , Racismo , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Dor Abdominal , Comunicação , Estudos Transversais
3.
Acad Med ; 98(4): 429, 2023 04 01.
Artigo em Inglês | MEDLINE | ID: mdl-36989407
4.
Teach Learn Med ; 35(4): 436-441, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-35668557

RESUMO

Construct: The construct being assessed is readiness-for-residency of graduating medical students, as measured through two assessment frameworks. Background: Readiness-for-residency of near-graduate medical students should be but is not consistently assessed. To address this, the Association of American Medical Colleges (AAMC), in 2014, identified and described 13 core Entrustable Professional Activities (EPAs), which are tasks that all residents should be able to perform unsupervised upon entering residency. However, the AAMC did not initially provide measurement guidelines or propose standardized assessments. We designed Night-onCall (NOC), an immersive simulation for our near-graduating medical students to assess and address their readiness-for-residency, framed around tasks suggested by the AAMC's core EPAs. In adopting this EPA assessment framework, we began by building upon an established program of competency-based clinical skills assessments, repurposing competency-based checklists to measure components of the EPAs where possible, and designing new checklists, when necessary. This resulted in a blended suite of 14 checklists, which theoretically provide substantive assessment of all 13 core EPAs. In this paper, we describe the consensus-based mapping process conducted to ensure we understood the relationship between competency and EPA-based assessment lenses and could therefore report meaningful feedback on both to transitioning students in the NOC exercise. Approach: Between January-November 2017, five clinician and two non-clinician health professions educators at NYU Grossman School of Medicine conducted a rigorous consensus-based mapping process, which included each rater mapping each of the 310 NOC competency-based checklist items to lists of entrustable behaviors expected of learners according to the AAMC 13 core EPAs. Findings: All EPAs were captured to varying degrees by the 14 NOC checklists (overall Intraclass Correlation Coefficient (ICC) = 0.77). Consensus meetings resolved discrepancies and improved ICC values for three (EPA-9, EPA-10, EPA-12) of the four EPAs that initially showed poor reliability. Conclusions: Findings suggest that with some limitations (e.g., EPA-7 "form clinical questions/retrieve evidence") established competency-based assessments can be repurposed to measure readiness-for-residency through an EPA lens and both can be reported to learners and faculty.

6.
Acad Med ; 97(8): 1164-1169, 2022 08 01.
Artigo em Inglês | MEDLINE | ID: mdl-35476776

RESUMO

PROBLEM: The extent of medical student unwellness is well documented. Learner distress may impact patient care, workforce adequacy, and learners' performance and personal health. The authors describe the philosophy, structure, and content of the novel REACH (Recognize, Empathize, Allow, Care, Hold each other up) curriculum and provide a preliminary evaluation. APPROACH: The REACH curriculum is a mandatory, longitudinal well-being curriculum for first- and second-year medical students at the Medical College of Wisconsin (MCW) designed to prepare them for the emotional life of being a physician. The curriculum uses a framework, core concepts, and skills from the field of trauma stewardship. It builds on effective medical student well-being interventions (e.g., mindfulness-based training) and the sharing of personal stories by instructors during didactic and small-group sessions that are integrated into the regular MCW curriculum. During the first 2 years of implementation (2018-2019 and 2019-2020), the curriculum was evaluated using mid- and postcurriculum student surveys. OUTCOMES: Over 700 students have completed the REACH curriculum as of March 2022. Overall, most students who responded to the surveys in 2018-2020 reported that they felt the REACH curriculum material was important, that the curriculum met their expectations for a quality medical school course, and that they would recommend other schools incorporate a similar curriculum. Respondents to the 2019-2020 postcurriculum survey indicated the REACH curriculum helped them develop self-care (84% [85/101]), mindfulness (76% [76/101]), and help-seeking (71% [72/101]) skills. NEXT STEPS: The initial outcomes show that integrating a mandatory well-being curriculum is feasible and acceptable to medical students. The authors plan to examine the relationships between student-reported well-being metrics, academic and clinical performance data, and professional identity formation. They are also prototyping electronic dashboards that will allow students to interact with their well-being data to promote timely help-seeking and behavior change.


Assuntos
Educação de Graduação em Medicina , Estudantes de Medicina , Currículo , Humanos , Faculdades de Medicina , Estudantes de Medicina/psicologia , Inquéritos e Questionários
7.
J Womens Health (Larchmt) ; 29(12): 1547-1558, 2020 12.
Artigo em Inglês | MEDLINE | ID: mdl-32286931

RESUMO

Background: Research is needed to improve understanding of work-life integration issues in academic medicine and to guide the implementation of the Doris Duke Charitable Foundation's Fund to Retain Clinical Scientists (FRCS), a national initiative offering financial support to physician-scientists facing caregiving challenges. Materials and Methods: In 2018, as part of a prospective program evaluation, the authors conducted a qualitative study to examine FRCS program participants' initial impressions, solicit descriptions of their career and caregiving experiences, and inquire how such factors might influence their professional advancement. The authors invited all 33 awardees who had been granted FRCS funding in the first year of the program to participate in the study, of whom 28 agreed to complete an interview. Analysts evaluated de-identified transcripts and explicated the data using a thematic analysis approach. Results: While participants described aspects of a culture that harbor stigma against caregivers and impede satisfactory work-life integration, they also perceived an optimistic cultural shift taking place as a result of programs like the FRCS. Their comments indicated that the FRCS has the potential to influence culture if institutional leadership simultaneously fosters a community that validates individuals both as caregivers and as scientists. Conclusions: Insights garnered from this qualitative study suggest that there is a pressing need for institutional leaders to implement programs that can foster awareness and normalization of caregiving challenges. In addition to providing funding and other tangible resources, interventions should strive to reinforce a broader culture that affirms the presence of work-life integration challenges and openly embraces solutions.


Assuntos
Pesquisa Biomédica/organização & administração , Cuidadores/psicologia , Docentes de Medicina/organização & administração , Médicos/psicologia , Pesquisadores/psicologia , Apoio à Pesquisa como Assunto/organização & administração , Docentes de Medicina/provisão & distribuição , Feminino , Organização do Financiamento , Humanos , Entrevistas como Assunto , Masculino , Médicos/provisão & distribuição , Gravidez , Avaliação de Programas e Projetos de Saúde , Pesquisa Qualitativa , Pesquisadores/provisão & distribuição , Estigma Social , Apoio Social , Estados Unidos
9.
Acad Med ; 94(5): 671-677, 2019 05.
Artigo em Inglês | MEDLINE | ID: mdl-30720528

RESUMO

Assessment and evaluation of trainees' clinical performance measures is needed to ensure safe, high-quality patient care. These measures also aid in the development of reflective, high-performing clinicians and hold graduate medical education (GME) accountable to the public. Although clinical performance measures hold great potential, challenges of defining, extracting, and measuring clinical performance in this way hinder their use for educational and quality improvement purposes. This article provides a way forward by identifying and articulating how clinical performance measures can be used to enhance GME by linking educational objectives with relevant clinical outcomes. The authors explore four key challenges: defining as well as measuring clinical performance measures, using electronic health record and clinical registry data to capture clinical performance, and bridging silos of medical education and health care quality improvement. The authors also propose solutions to showcase the value of clinical performance measures and conclude with a research and implementation agenda. Developing a common taxonomy of uniform specialty-specific clinical performance measures, linking these measures to large-scale GME databases, and applying both quantitative and qualitative methods to create a rich understanding of how GME affects quality of care and patient outcomes is important, the authors argue. The focus of this article is primarily GME, yet similar challenges and solutions will be applicable to other areas of medical and health professions education as well.


Assuntos
Competência Clínica/normas , Currículo/normas , Educação de Pós-Graduação em Medicina/normas , Guias como Assunto , Internato e Residência/normas , Adulto , Feminino , Humanos , Masculino , Adulto Jovem
12.
Acad Med ; 93(3): 391-398, 2018 03.
Artigo em Inglês | MEDLINE | ID: mdl-28767496

RESUMO

There has been a widespread shift to competency-based medical education (CBME) in the United States and Canada. Much of the CBME discourse has focused on the successful learner, with relatively little attention paid to what happens in CBME systems when learners stumble or fail. Emerging issues, such as the well-documented problem of "failure to fail" and concerns about litigious learners, have highlighted a need for well-defined and integrated frameworks to support and guide strategic approaches to the remediation of struggling medical learners.This Perspective sets out a conceptual review of current practices and an argument for a holistic approach to remediation in the context of their parent medical education systems. The authors propose parameters for integrating remediation into CBME and describe a model based on five zones of practice along with the rules of engagement associated with each zone. The zones are "normal" curriculum, corrective action, remediation, probation, and exclusion.The authors argue that, by linking and integrating theory and practice in remediation with CBME, a more integrated systems-level response to differing degrees of learner difficulty and failure can be developed. The proposed model demonstrates how educational practice in different zones is based on different rules, roles, responsibilities, and thresholds for moving between zones. A model such as this can help medical educators and medical education leaders take a more integrated approach to learners' failures as well as their successes by being more explicit about the rules of engagement that apply in different circumstances across the competency continuum.


Assuntos
Educação Baseada em Competências/métodos , Educação Médica/métodos , Ensino de Recuperação/métodos , Fracasso Acadêmico , Sucesso Acadêmico , Canadá/epidemiologia , Currículo , Humanos , Aprendizagem , Modelos Educacionais , Estados Unidos/epidemiologia
13.
Ann Surg ; 264(3): 501-7, 2016 09.
Artigo em Inglês | MEDLINE | ID: mdl-27433908

RESUMO

OBJECTIVES: Professionalism education is a vital component of surgical training. This research attempts to determine whether an annual, year-long professionalism curriculum in a large surgical residency can effectively change professionalism attitudes. SUMMARY OF BACKGROUND DATA: The ACGME mandated 6 competencies in 2003. The competencies of Professionalism and Interpersonal/Professional Communication Skills had never been formally addressed in surgical resident education in the past. METHODS: A professionalism curriculum was developed focusing on specific resident professionalism challenges: admitting mistakes, effective communication with colleagues at all levels, delivering the news of an unexpected death, interdisciplinary challenges of working as a team, the cultural challenge of obtaining informed consent through an interpreter, and the stress of surgical practice on you and your family. These professionalism skills were then evaluated with a 6-station Objective Structured Clinical Examination (OSCE). Identical OSCE scenarios were administered to 2 cohorts of surgical residents: in 2007 (before instituting the professionalism curriculum in 2008) and again in 2014. Surgical residents were rated by trained Standardized Patients according to a behaviorally anchored professionalism criteria checklist. RESULTS: An analysis of variance was conducted of overall OSCE professionalism scores (% well done) as the dependent variable for the 2 resident cohorts (2007 vs 2014). The 2007 residents received a mean score of 38% of professionalism items "well done" (SD 9%) and the 2014 residents received a mean 59% "well done" (SD 8%). This difference is significant (F = 49.01, P < .001). CONCLUSIONS: Professionalism education has improved surgical resident understanding, awareness, and practice of professionalism in a statistically significant manner from 2007 to 2014. This documented improvement in OSCE performance reflects the value of a professionalism curriculum in the care of the patients we seek to serve.


Assuntos
Currículo , Cirurgia Geral/educação , Internato e Residência , Profissionalismo/educação , Análise de Variância , New York
15.
BMC Fam Pract ; 16: 167, 2015 Nov 14.
Artigo em Inglês | MEDLINE | ID: mdl-26572125

RESUMO

BACKGROUND: Obesity is highly prevalent among Veterans. In the United States, the Veterans Health Administration (VHA) offers a comprehensive weight management program called MOVE!. Yet, fewer than 10 % of eligible patients ever attend one MOVE! visit. The VHA has a patient-centered medical home (PCMH) model of primary care (PC) called Patient-Aligned Care Teams (PACT) at all Veterans Affairs (VA) Medical Centers. PACT teamlets conduct obesity screening, weight management counseling, and refer to MOVE!. As part of a needs assessment to improve delivery of weight management services, the purpose of this study was to assess PACT teamlet and MOVE! staff: 1) current attitudes and perceptions regarding obesity care; 2) obesity-related counseling practices 3) experiences with the MOVE! program; and 4) targets for interventions to improve implementation of obesity care in the PC setting. METHODS: We recruited 25 PACT teamlet members from a single VA study site-11 PC physicians, 5 registered nurses, 5 licensed practical nurses, 1 clerical assistant, and 3 MOVE! staff (2 dietitians, 1 psychologist)-for individual interviews using a combination of convenience and snowball sampling. Audio recorded interviews were professionally transcribed and iteratively coded by two independent reviewers. The analytic process was guided by discourse analysis in order to discover how the participants perceived and provided weight management care and what specific attitudes affected their practices, all as bounded within the organization. RESULTS: Emerging themes included: 1) role perceptions, 2) anticipated outcomes of weight management counseling and programs, and 3) communication and information dissemination. Perceived role among PCPs was influenced by training, whereas personal experience with their own weight management impacted role perception among LPNs/RNs. Attitudes about whether or not they could impact patients' weight outcomes via counseling or referral to MOVE! varied. System-level communication about VHA priorities through electronic health records and time allocation influenced teams to prioritize referral to MOVE! over weight management counseling. CONCLUSION: We found a diversity of attitudes, and practices within PACT, and identified factors that can enhance the MOVE! program and inform interventions to improve weight management within primary care. Although findings are site-specific, many are supported in the literature and applicable to other VA and non-VA sites with PCMH models of care.


Assuntos
Gerenciamento Clínico , Sobrepeso/reabilitação , Assistência Centrada no Paciente/métodos , Atenção Primária à Saúde/métodos , Pesquisa Qualitativa , Garantia da Qualidade dos Cuidados de Saúde , Saúde dos Veteranos , Adulto , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Equipe de Assistência ao Paciente/normas , Atenção Primária à Saúde/organização & administração , Estados Unidos , United States Department of Veterans Affairs , Veteranos
16.
BMC Obes ; 3: 5, 2015.
Artigo em Inglês | MEDLINE | ID: mdl-26855786

RESUMO

BACKGROUND: Obesity affects 37 % of patients at Veterans Health Administration (VHA) medical centers. The VHA offers an intensive weight management program (MOVE!) but less than 10 % of eligible patients ever attend. However, VHA patients see their primary care provider about 3.6 times per year, supporting the development of primary care-based weight management interventions. To address gaps in the literature regarding Veterans' experiences with weight management and determine whether and how to develop a primary care-based weight management intervention to both improve obesity counseling and increase attendance to MOVE!, we conducted a qualitative study to assess: 1) Veterans' personal experiences with healthy weight-related behavior change (including barriers and facilitators to behavior change and experiences with primary care providers, staff, and the MOVE! program), and 2) potential new approaches to improve weight management within primary care at the VHA including goal setting and technology. METHODS: Overweight/obese VHA patients (aged 18-75, BMI greater than 30 or greater than 25 with at least 1 co-morbidity) were recruited for focus group sessions stratified by gender, MOVE! referral, and attendance. Each session was facilitated by a trained moderator, audio-recorded, and professionally transcribed. Using an iterative coding approach, two coders separately reviewed and coded transcripts, and met frequently to negotiate codes and synthesize emerging themes. RESULTS: Of 161 eligible patients, 54 attended one of 6 focus groups (2 female, 4 male, 9-11 participants per session): 63 % were male, 46 % identified as African-American, 32 % White/Caucasian, 74 % were college-educated or higher, and 61 % reported having attended MOVE!. We identified two major themes: Impact of Military Service and Promotion and Sustainability of Healthy Behaviors. After service in a highly structured military environment, Veterans had difficulty maintaining weight on their own. They perceived physical activity as having more impact than diet, but chronic pain was a barrier. We identified individual/interpersonal-, community/environment-, and healthcare system-related factors affecting healthy behaviors. We also received input about Veteran's preferences and experiences with technology and setting health goals. CONCLUSIONS: Unique factors influence weight management in Veterans. Findings will inform development of a technology-assisted weight management intervention with tailored counseling and goal-setting within primary care at the VHA.

17.
Med Teach ; 37(3): 239-44, 2015 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-25109353

RESUMO

Using educational technology does not necessarily make medical education more effective. There are many different kinds of technology available to the contemporary medical teacher and what constitutes effective use may depend on the technology, the learning situation and many other factors. Web-based multimedia instruction (WBMI) provides learners with self-directed independent learning opportunities based on didactic material enhanced with multimedia features such as video and animations. WBMI may be used to replace other didactic events (e.g. lectures) or it may be provided in addition to other learning opportunities. Clinical educators looking to use WBMI need to make sure that it will meet both their learners' needs and the program's needs, and it has to align to the contexts in which it is used. The following 12 tips have been developed to help guide faculty through some of the key features of the effective use of WBMI in clinical teaching programs. These tips are based on more than a decade developing, using and appraising WBMI in support of surgical clerkship education across the USA and beyond and they are intended both to inform individual uses of WBMI in clinical training and to guide the strategic use of WBMI in clinical clerkship curricula.


Assuntos
Instrução por Computador/métodos , Instrução por Computador/normas , Educação Médica/métodos , Internet , Multimídia , Currículo , Educação Médica/normas , Avaliação Educacional , Retroalimentação , Humanos , Aprendizagem , Modelos Educacionais
18.
Med Educ ; 48(4): 386-96, 2014 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-24606622

RESUMO

CONTEXT: Conducting research in real life settings (effectiveness studies) can introduce many confounding factors. Efficacy studies seek to control for researcher bias and data quality rather than considering how the efficacy of an intervention is changed by the contexts in which it is used. Relatively little is known about the impact of context on educational interventions, in particular on multimedia learning. METHODS: An effectiveness study to understand implementation variance of online educational modules in surgery clerkships was conducted in six US medical schools participating in an efficacy trial of different multimedia designs. Student and teacher experiences were captured through focus groups and one-to-one interviews with trial participants and their teachers. Audio-recordings of these sessions were transcribed and analysed using grounded theory techniques. RESULTS: Differences were identified in student and teacher perceptions of how the educational intervention had been implemented and how its uptake had been influenced by context-dependent factors: (i) the intervention was implemented in different ways to suit different educational contexts and this influenced how students and teachers responded to it; (ii) the ways students and teachers interacted with, and behaved around, the intervention influenced its uptake; (iii) the way the intervention was perceived by students and teachers influenced its uptake; and (iv) the medium and design of the intervention had a directing influence on its uptake. CONCLUSIONS: It was observed that each institutional context formed a complex educational ecology. The intervention became interwoven with different educational ecologies so that it could no longer be considered a stable variable across the study. We suggest that researchers should conduct implementation-profiling studies in advance of any intervention-based research to account for the constructing nature of educational ecologies on their interventions and in doing so to more clearly differentiate between efficacy and effectiveness studies.


Assuntos
Atitude do Pessoal de Saúde , Instrução por Computador , Educação Médica/métodos , Multimídia , Projetos de Pesquisa , Faculdades de Medicina , Estágio Clínico/métodos , Fatores de Confusão Epidemiológicos , Currículo , Educação Médica/organização & administração , Docentes de Medicina , Grupos Focais , Humanos , Pesquisa Qualitativa , Estudantes de Medicina/psicologia , Ensino/métodos , Estados Unidos
19.
Am J Surg ; 207(2): 194-200, 2014 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-24468025

RESUMO

BACKGROUND: When surgeons decide to become surgeons has important implications. If the decision is made prior to or early in medical school, surgical education can be more focused on surgical diseases and resident skills. METHODS: To determine when surgeons - compared with their nonsurgical colleagues - decide on their medical path, residents in surgery, internal medicine, obstetrics and gynecology, pediatrics, psychiatry, and emergency medicine were surveyed. Timing of residency choice, demographic data, personal goals, and reason for residency choice were queried. RESULTS: A total of 234 residents responded (53 surgical residents). Sixty-two percent of surgeons reported that they were "fairly certain" of surgery before medical school, 13% decided during their preclinical years, and 25% decided during their clerkship years. This compares with an aggregate 40%, 7%, and 54%, respectively, for the other 5 residency specialties. These differences were statistically significant (P = .001). When the 234 residents were asked about their primary motivation for choosing their field, 51% pointed to expected job satisfaction and 44% to intellectual curiosity, and only 3% mentioned lifestyle, prestige, or income. CONCLUSIONS: General surgery residents decide on surgery earlier than residents in other programs. This may be advantageous, resulting in fast-tracking of these medical students in acquiring surgical knowledge, undertaking surgical research, and early identification for surgical residency programs. Surgical training in the era of the 80-hour work week could be enhanced if medical students bring much deeper knowledge of surgery to their first day of residency.


Assuntos
Escolha da Profissão , Competência Clínica , Internato e Residência/métodos , Satisfação no Emprego , Médicos/psicologia , Especialidades Cirúrgicas/educação , Estudantes de Medicina/psicologia , Adulto , Feminino , Humanos , Masculino , Inquéritos e Questionários , Adulto Jovem
20.
Comput Educ ; 71: 198-205, 2014 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-27274609

RESUMO

To identify the most effective way for medical students to interact with a browser-based learning module on the symptoms and neurological underpinnings of stroke syndromes, this study manipulated the way in which subjects interacted with a graphical model of the brain and examined the impact of functional changes on learning outcomes. It was hypothesized that behavioral interactions that were behaviorally more engaging and which required deeper consideration of the model would result in heightened cognitive interaction and better learning than those whose manipulation required less deliberate behavioral and cognitive processing. One hundred forty four students were randomly assigned to four conditions whose model controls incorporated features that required different levels of behavioral and cognitive interaction: Movie (low behavioral/low cognitive, n = 40), Slider (high behavioral/low cognitive, n = 36), Click (low behavioral/high cognitive, n = 30), and Drag (high behavioral/high cognitive, n = 38). Analysis of Covariates (ANCOVA) showed that students who received the treatments associated with lower cognitive interactivity (Movie and Slider) performed better on a transfer task than those receiving the module associated with high cognitive interactivity (Click and Drag, partial eta squared = .03). In addition, the students in the high cognitive interactivity conditions spent significantly more time on the stroke locator activity than other conditions (partial eta squared = .36). The results suggest that interaction with controls that were tightly coupled with the model and whose manipulation required deliberate consideration of the model's features may have overtaxed subjects' cognitive resources. Cognitive effort that facilitated manipulation of content, though directed at the model, may have resulted in extraneous cognitive load, impeding subjects in recognizing the deeper, global relationships in the materials. Instructional designers must, therefore, keep in mind that the way in which functional affordances are integrated with the content can shape both behavioral and cognitive processing, and has significant cognitive load implications.

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