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Downloadedfrom https://journals.lww.com/academicmedicineby BhDMf5ePHKav1zEoum1tQfN4a+kJLhEZgbsIHo4XMi0hCywCX1AWnYQp/IlQrHD3YzRZ0r/T2spvEB65OmQ/goqmXssH2nJptBgA7lfdHeQ=on

11/12/2019

I

n recent years, professional

organizations, physicians, and health care systems have been working to improve the practice of high-value care (HVC). The American College of Physicians (ACP) defines HVC as care that “balances clinical benefit with cost and harms with the goal of improving patient outcomes,” a practice which is greatly needed to combat the estimated 3.2 trillion dollars spent annually on care that does not improve outcomes in the United States.1,2

Much of the effort to encourage the best care while avoiding unnecessary tests and treatments has been focused on practicing physicians and, more recently,

residents.3 Practice habits are formed early, and there is growing evidence that residents’ training programs influence their future spending and conservation of resources.4,5 Similarly, medical students who train in high-health-care-intensity regions report observing significantly less role modeling of HVC compared with students in lower-intensity regions.6

Medical students train in the same clinical environments as residents, likely exposing them to the same informal teaching about test and treatment selection. Thus, there is a need to sensitize medical students to the roots and impact of health care spending waste and to teach them developmentally appropriate skills.

Many medical students report inadequate training in HVC and desire increased instruction.7 On the 2014 Association of American Medical Colleges (AAMC) Medical School Graduation Questionnaire, only 29.9% of students strongly agreed that they felt prepared to negotiate with a patient who was requesting an unnecessary test or treatment.8 The AAMC identifies the ability to incorporate cost awareness

and principles of cost-effectiveness into diagnostic plans as a critical competency of the entrustable professional activity related to selecting diagnostic tests.9

Despite medical students’ desire for instruction and the AAMC’s recommendations, little is known about current HVC instruction in undergraduate medical education (UME) in North American. The goal of this study was to conduct a national needs assessment by ascertaining the current state of HVC instruction and assessment in internal medicine clerkships as well as clerkship directors’ perspectives about the relevance of specific topics and instructional methods.

Method

In 2014, the Clerkship Directors in Internal Medicine (CDIM) conducted its annual, online, confidential survey of its 121 U.S. and Canadian member medical schools via SurveyMonkey (SurveyMonkey, Inc., San Mateo, California). The designated clerkship director from each medical school was invited by e-mail to participate. Nonresponders were contacted up to

Abstract

Purpose

The clinical skills needed to practice high-value care (HVC) are core to all medical disciplines. Medical students form practice habits early, and HVC instruction is essential to this formation. The purpose of this study was to describe the state of HVC instruction and assessment in internal medicine clerkships and identify needs for additional curricula.

Method

In 2014, the Clerkship Directors in Internal Medicine conducted its annual survey of 121 U.S. and Canadian medical schools. The authors evaluated a subset of questions from that survey asking clerkship directors about the perceived

importance of HVC instruction, type and amount of formal instruction and assessment, achievement of student competence, prioritization of topics, and barriers to curriculum implementation. Descriptive statistics were used to summarize responses, and chi-square tests were used to examine associations between response categories.

Results

The overall response rate was 77.7% (94/121). The majority (85; 91.4%) agreed that medical schools have a responsibility to teach about HVC across all phases of the curriculum. Of respondents, 31 (32.9%) reported their curricula as having some formal

instruction on HVC, and 66 (70.2%) felt the amount was inadequate. Highest-priority topics for inclusion included overuse of diagnostic tests and treatments, defining value and its application to clinical reasoning, and balancing benefit and harm. Only 11 (17.8%) assessed students’ competence in HVC.

Conclusions

Internal medicine clerkship directors reported that HVC is insufficiently taught and assessed in medical school, despite relevance to practice. Developing generalizable curricular materials, faculty development, and dedicated curricular time may enhance HVC education.

Supplemental digital content for this article is available at http://links.lww.com/ACADMED/A535.

Current and Optimal Training in High-Value Care

in the Internal Medicine Clerkship: A National

Curricular Needs Assessment

Danelle Cayea, MD, MS, Kim Tartaglia, MD, Amit Pahwa, MD, Heather Harrell, MD, Amy Shaheen, MD, and Valerie J. Lang, MD, MHPE

Copyright © 2018 by the Association of American Medical Colleges

Acad Med. 2018;93:1511–1516. First published online March 6, 2018

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three additional times by e-mail and once by telephone. The Institutional Review Board at the Washington DC Veterans Affairs Medical center exempted the CDIM survey. Potential survey questions were submitted in the fall of 2013 to the CDIM Research Committee, which selected questions for inclusion based on clarity, quality, appropriateness, and importance to the CDIM mission. The 2014 CDIM survey included four major sections as well as a section on respondents’ demographic characteristics. The study authors, all members of the CDIM, were eligible to submit questions for consideration of inclusion in the larger CDIM survey. Selected questions were edited and revised before being presented to CDIM Council, who provided further revisions and final approval. Prior to survey launch, the online survey instrument was pilot tested by members of the research committee and council, who edited it for optimal flow and clarity. Authors whose questions are selected do so with the agreement that they will work with the CDIM Research Committee to analyze and present the results.

Eighteen questions related to HVC education were included as part of the larger survey. Initial HVC education survey questions were drafted by two separate work groups, including the author group, based on literature review and personal expertise. Survey questions were then refined, pilot tested, and submitted to the CDIM Research Committee for consideration with other topics. Question domains included perceived importance of HVC

instruction, current type and amount of formal instruction and assessment, role modeling, achievement of student competence, prioritization of topics, and barriers to curriculum implementation. Responses were either on a five-point scale (ranging from strongly disagree to strongly agree), or respondents were asked to choose all that apply.

Once respondents had completed the survey, we extracted answers to questions relevant to this study (see Supplemental Digital Appendix 1, available at http:// links.lww.com/ACADMED/A535). Data were anonymized for analysis. We used descriptive statistics to summarize responses, and chi-square tests to examine associations between response categories. Statistical analysis was performed using STATA statistical software, version 12 (StataCorp LP, College Station, Texas).

Results

Overall response rate was 94/121 (78%). All respondents were from Liaison Committee on Medical Education (LCME)-accredited allopathic medical schools. Not all respondents answered all questions; denominators other than 94 are denoted below. Of the 94 respondents, 50/91 (55%) worked at a public

institution, 42/90 (46.7%) were women, 28/91 (30.7%) were ≤ 40 years old, 43/91 (47.3%) were age 41–55, and 20/91 (22%) were ≥ 56 years old.

The majority (85/93; 91.4%) of

respondents somewhat or strongly agreed

that medical schools have a responsibility to teach HVC. A majority of respondents thought HVC should be taught during the clinical years, 71 (75.5) in the clinical clerkship, and 70 (74.5) in advanced clinical courses. Forty-one (43.6%) thought HVC should also be introduced in preclinical courses. Most agreed or strongly agreed (86/93; 92.4%) that HVC should be taught specifically during the internal medicine clerkship. Table 1 describes respondents’ level of confidence that HVC was effectively role modeled during their internal medicine clerkship and perceptions of students’ preparedness to perform certain HVC competencies upon clerkship completion.

Of the respondents, 31 (32.9%) reported that their curricula had some formal instruction on HVC, and 66 (70.2%) thought the amount of current instruction was inadequate. Of the respondents who reported their curricula as having formal HVC instruction, 15/31 (48.4%) spent one to two hours. A wide variety of topics were being taught (Table 2). Small-group teaching, problem-based learning, web-based modules, and point-of-care decision-making tools were considered the most effective HVC instructional methods. However, none were used by more than 20% of respondents (Table 3).

Of those with formal instruction, only 11/31 (35.5% of those with instruction and 17.8% of all respondents) include any type of competency assessment, and 5/11 with assessment included multiple

Table 1

Perceptions of HVC for 94 U.S. and Canadian Clerkship Directors: Educational Importance, Role Modeling During the Internal Medicine Clerkship, and Student Preparedness Upon Completion of the Clerkship, From a National Curricular Needs Study, 2014a

Questions

No. (%) strongly agree

No. (%) somewhat

agree No. (%) neutral

No. (%) somewhat disagree

No. (%) strongly disagree It is important to teach HVC on the internal medicine clerkship 51 (54.8) 35 (37.6) 5 (5.4) 2 (2.2) 0 (0) Internal medicine faculty consistently role model HVC in the clerkship 14 (14.9) 43 (45.7) 21 (22.3) 11 (11.7) 4 (4.3)

Residents consistently role model HVC in the clerkship 7 (7.5) 32 (34.0) 22 (23.4) 24 (25.5) 8 (8.5)

By the end of the clerkship, students are prepared to consider the value and costs of care when making medical decisions regarding tests and treatments for patients

4 (4.3) 34 (36.2) 16 (17.0) 30 (31.9) 9 (9.6)

By the end of the clerkship, students are prepared to incorporate patients’ values and concerns when making decisions regarding tests and treatments

28 (29.8) 47 (50) 11 (11.7) 6 (6.4) 1 (1.1)

Abbreviation: HVC indicates high-value care.

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types of assessment. Knowledge tests (n = 6), components of clinical evaluations (n = 5), and direct observation forms (n = 4) were the most commonly used assessment modalities.

The most common barriers to

implementing HVC curricula were lack of curricular time (n = 69; 73.4%), faculty time (n = 64; 68.1%), faculty expertise (n = 50; 53.2%), available curricular materials (n = 37; 39.4%), and financial

support (n = 18; 19.1%) (Table 4). Also, 29 (30.8%) clerkship directors strongly disagreed and 30 (31.9%) somewhat disagreed that students had access to information about the local costs of tests and treatments ordered for their patients, which may be a barrier to HVC education and practice.

Younger clerkship directors were no more likely to have an existing HVC curriculum than older clerkship directors (P = .14, age < 40 vs. 41–55 and > 56 years). Clerkship directors from public institutions did not report having access to cost data more often than those at private institutions (P = .42).

Discussion

This is the largest needs assessment from U.S. and Canadian medical schools evaluating both the current state of HVC training in UME and perceptions about its role in UME, to our knowledge. Although limited to internal medicine educational leaders, the survey unveils important gaps in the training of future physicians in HVC. Most internal medicine clerkship directors believed that HVC should be taught in medical school, particularly during the clinical

Table 2

Responses for 94 U.S. and Canadian Clerkship Directors About Which HVC Topics Are Currently Taught and Should Be Taught in the Internal Medicine Clerkship, From a National Curricular Needs Study, 2014a

Topic

No. (%) currently taught

No. (%) with gap between high priority and current practice Level of priority for medicine clerkship

No. (%)

high intermediateNo. (%) No. (%)low

Defining value and why clinical reasoning matters 26 (27.7) 78 (83.0) 15 (16.0) 0 (0) 52 (55.3)

Balancing benefits with harms and costs 22 (23.4) 71 (75.5) 21 (22.3) 0 (0) 49 (52.1)

Statistics and clinical decision making (e.g., pretest probability,

likelihood ratios, thresholds to test and treat) 21 (22.3) 55 (58.5) 31 (33.0) 7 (7.4) 34 (36.2)

Overuse and misuse of diagnostic laboratory tests 21 (22.3) 69 (73.4) 24 (25.5) 0 (0) 48 (51.1)

Overuse and misuse of diagnostic imaging tests 20 (21.3) 70 (74.5) 23 (24.5) 0 (0) 50 (53.2)

Preventive care and value 14 (14.9) 60 (63.8) 31 (33.0) 2 (2.1) 46 (48.9)

Medications and value (e.g., generic vs. brand-name meds,

cost, and adherence) 13 (13.8) 52 (55.3) 39 (41.5) 2 (2.1) 39 (40.4)

Comparative effectiveness (providing evidence on the effectiveness, benefits, and harms of different treatment options)

9 (9.6) 40 (42.6) 49 (52.1) 5 (5.3) 31 (33.0)

Health care costs and payment models 7 (7.4) 16 (17.0) 58 (61.7) 20 (21.3) 9 (9.6)

Barriers to HVC and overcoming them (hidden curriculum,

system-level waste) 5 (5.3) 29 (30.9) 48 (51.1) 15 (16.0) 24 (25.6)

Cost-effectiveness analysis 4 (4.3) 19 (20.2) 41 (43.6) 33 (35.1) 15 (15.9)

Abbreviation: HVC indicates high-value care.

aThe overall survey had 94 respondents, but some individual questions in this section had between 92 and 94 responses.

Table 3

Comparison of Instructional Methods Currently Used to Teach HVC in U.S. and Canadian Internal Medicine Clerkships and Methods Considered Most Effective by 94 Clerkship Directors, From a National Curricular Needs Study, 2014a

Instructional method currently usedNo. (%) most effectiveNo. (%) rated Structured discussion (e.g., on rounds, in clinic) 19 (20.2) 29 (30.9)

Small-group learning 19 (20.2) 51 (54.3)

Didactic sessions (e.g., lecture) 16 (17.0) 11 (11.7)

Point-of-care decision-making tools (e.g., UpToDate,

cost comparison tools, guideline apps) 13 (13.8) 35 (37.2)

Structured reflection on clinic experience 8 (8.5) 30 (31.9)

Review of patient chart, billing, or orders 7 (7.4) 20 (21.3)

Web-based interactive computer module 6 (6.4) 35 (37.2)

Simulation-based education (e.g., case scenarios with

standardized or simulated patients) 6 (6.4) 25 (26.6)

Problem-based learning 5 (5.3) 41 (43.6)

Independent reading materials 3 (3.2) 4 (4.3)

Other 3 (3.2) 0 (0)

Abbreviation: HVC indicates high-value care.

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years, while a significant minority saw a role for longitudinal HVC training beginning in the preclinical years. Yet, only a minority of clerkship directors included any formal HVC training during the internal medicine clerkship, and few were assessing student competence in this domain. Most clerkship directors thought there was an inadequate amount of training, but they faced numerous barriers to implementation of additional curricula. The most commonly cited were lack of curricular and faculty time and lack of faculty expertise and curricular materials.

The majority of clerkship directors in our study identified medical school as an appropriate time to include HVC instruction and supported implementation across the entire curriculum. This is consistent with recommendations from other medical educators. The University of California, San Francisco has developed gradated competencies for HVC education to be applied in all of its undergraduate health professions schools.10 The “holy grail” of evaluating curricular efficacy is demonstrating improved patient outcomes. However, in UME it is challenging to link curricula to patient outcomes because of confounding variables. Students’ decisions are superseded by their supervising physicians’ decisions, and residency education often includes overlapping content. Yet HVC education may prove to be an exception, as students are very motivated to learn about this topic and are able to identify instances of low-value care and potential solutions, despite their relative lack of experience on health

care teams.11 For instance, Muntz and colleagues12 demonstrated significant reduction of costs of laboratory tests after students were trained to be HVC officers on an inpatient medicine clerkship.

Clerkship directors broadly agreed on the content of a medical student HVC curriculum. The high-priority areas and teaching methods recommended by respondents are consistent with recommendations from other expert groups. A consensus statement from the Millennium Conference on Teaching High Value Care similarly recommended that HVC instruction occur in all phases of UME and identified many of the same high-priority topics, with the addition of communication skills.13 The Millennium group also recommended many of the same active instructional methods and called for authentic assessment.13 In a systematic review of studies evaluating HVC educational interventions, knowledge transmission, stimulating reflective practice, and a supportive learning environment were common components of successful HVC education across the medical education continuum.3 The ACP and the Alliance for Academic Internal Medicine have also identified similar high-priority areas for internal medicine resident education and incorporated them into an online curriculum.1

Although medical students are relatively early learners, instruction in HVC during medical school may lay the framework for how to think about clinical decisions and help establish good future clinical habits. There is emerging evidence that internal medicine residents are

more likely to engage in implementing HVC later in their career if it has been emphasized in the learning and clinical practice environments that they were exposed to during training.4,5 While these studies involved resident and attending physicians, medical students are assigned to clinical rotations in these same environments and are integrated into teams with residents.

Role modeling and the practice environment were identified as key components of successful HVC interventions, yet the majority of respondents in our study were not confident that residents at their institution were consistently role modeling HVC.14 Only about half of internal medicine residents reported that faculty role model HVC in their programs when asked as part of their in-training exam. Internal medicine program directors reported role modeling of HVC by the faculty in their programs at a similar rate.14 While clerkship directors cited a need for faculty development as a barrier to HVC curriculum

implementation, the need may be broader than training a cadre of content experts. Our findings suggest that there is a need to improve the training of faculty in their own application of HVC principles to patient care. Like other high-priority medical education topics that have risen in prominence in recent years, such as patient safety, lack of trained faculty is a barrier to implementation, especially since many faculty trained before these topics were part of the curriculum.15 In addition to national efforts to enhance physician practice of HVC, such as the American Board of Internal Medicine’s (ABIM’s) Choosing Wisely campaign, several institutions have implemented innovative hospital-wide programs co-led by faculty and residents. The most successful programs that have engaged faculty in the value discussion include projects that marry education with efforts to address the culture, provide oversight, and leverage the electronic health record.16,17

Medical schools are continually challenged to prioritize curricular time and funding as science advances and topics important to health care emerge. Widespread implementation of HVC curricula in medical schools can be accelerated by creation of materials that can be easily adopted at multiple

Table 4

Barriers to Implementation of HVC Curricula in Internal Medicine Clerkships, Identified by 94 U.S. and Canadian Clerkship Directors, From a National Curricular Needs Study, 2014a

Barrier No. (%)

Lack of dedicated time in the curriculum 69 (73.4)

Lack of faculty time to teach 64 (68.1)

Lack of faculty expertise 50 (53.2)

Lack of curricular materials 37 (39.4)

Lack of financial support 18 (19.1)

Lack of student interest 6 (6.4)

Lack of administrative support (i.e., for scheduling) 5 (5.3)

Lack of clerkship director interest 3 (3.2)

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institutions. Clerkship directors cited lack of curricular materials as one of the main barriers to HVC education. However, there are efforts to resolve this barrier. Educational leaders may not be aware of what materials are available, and efforts should include better communication of existing products. The ACP and the Alliance for Academic Internal Medicine collaborated with MedU (now known as Aquifer) to develop an interactive online curriculum for medical students. Since its initial development, the number of cases has doubled and includes cases from multiple disciplines, including pediatrics, geriatrics, and family medicine. This resource is free of charge.18 Costs of Care and the American Board of Internal Medicine Foundation sponsor an annual contest to promote the development of educational materials that teach value, some of which target medical student education.19 Numerous other innovative approaches are in various stages of development.20,21 Graduate medical educators also share similar priorities for HVC, face similar barriers, and have a need for curriculum and assessment tools, which could provide opportunities for synergy. However, until there is a mandate from the LCME to teach HVC in UME or a formal assessment of competency by the United States Medical Licensing Examinations, schools may not prioritize HVC instruction. Our survey did not explicitly address how much of a barrier this may be to implementing HVC curricula. Lastly, students themselves could contribute to the demand for and design of HVC education. Two Canadian medical student organizations partnered with Choosing Wisely Canada to develop “Six Things That Medical Students and Trainees Should Question,” with the goal of influencing student and faculty behavior and the medical training culture, as well as highlighting the need for education.22 Dell Medical School, the first to appoint an assistant dean of health care value, launched the STARS (Students and Trainees Advocating for Resource Stewardship) program in collaboration with the ABIM and the Josiah Macy Jr. Foundation. The program coached 50 student leaders to become local HVC change agents at their schools with support from a faculty- and dean-level champion.23

This study has several limitations. While it is broadly representative of U.S. and Canadian medical schools and had a high response rate, a minority of medical schools are not members of the Alliance for Academic Internal Medicine and were thus excluded from the study. Clerkship directors may be unaware of relevant curricula in other medical school courses and underreport existing formal curricula. Responses represent the perception of clerkship directors in 2014. Thus, priorities and suggested best practices are the opinion of the clerkship director respondents, who are education experts. Also, the state of HVC education may have changed since 2014 as the concept gains increasing attention.

To our knowledge, this is the largest survey of undergraduate medical educators about HVC, representing 94 U.S. and Canadian allopathic medical schools, and adds further support to the importance of starting HVC education early in medical training. While there are opportunities to develop novel HVC curricular teaching tools, many already exist that use the best practices that were identified by respondents. Further dissemination and collaboration around shared teaching and assessment resources are needed. Faculty development requires a multifaceted approach to improving the clinical environment and methods for teaching HVC. As society is faced with growing challenges to provide broad access to health care, incorporating HVC into medical student education is an opportunity to align education with societal needs.

Acknowledgments: The authors wish to thank the

Clerkship Directors of Internal Medicine and Jacqueline Massare for their assistance.

Funding/Support: A. Pahwa and D. Cayea were

supported by the Johns Hopkins Institute for Excellence in Education’s Berkheimer Faculty Education Scholar Grant. D. Cayea is supported by the Daniel and Jeanette Hendin Schapiro Geriatric Medical Education Center.

Other disclosures: V.J. Lang, H. Harrell, and A. Pahwa receive a stipend from Med-U, a nonprofit 501(c)3 educational organization.

Ethical approval: The Institutional Review Board

at the Washington DC Veterans Affairs Medical center exempted this study.

D. Cayea is associate professor of medicine, Division of Geriatric Medicine and Gerontology, and associate vice chair for education, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland; ORCID: http://orcid. org/0000-0003-2061-2007.

K. Tartaglia is associate professor of medicine and associate director of hospital medicine, Division of Hospital Medicine, Ohio State University, Columbus, Ohio.

A. Pahwa is assistant professor of medicine and director, Johns Hopkins Hospital Medicine Sub-Internship, Division of General Internal Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland.

H. Harrell is professor of medicine and codirector, Internal Medicine Clerkship, Division of General Internal Medicine, University of Florida, Gainesville, Florida.

A. Shaheen is professor of clinical medicine and codirector, Longitudinal Integrated Clerkship, Ambulatory, University of North Carolina School of Medicine, Chapel Hill, North Carolina.

V.J. Lang is associate professor of medicine, director of the medicine subinternship, and senior associate division chief, Hospital Medicine Division, University of Rochester School of Medicine & Dentistry, Rochester, New York.

References

1 Smith CD; Alliance for Academic Internal Medicine–American College of Physicians High Value, Cost-Conscious Care Curriculum Development Committee. Teaching high-value, cost-conscious care to residents: The Alliance for Academic Internal Medicine–American College of Physicians curriculum. Ann Intern Med. 2012;157: 284–286.

2 Centers for Medicare and Medicaid Services. National health expenditures 2016 highlights. https://www.cms.gov/Research-Statistics- Data-and-Systems/Statistics-Trends-and-Reports/NationalHealthExpendData/ Downloads/highlights.pdf. Published November 21, 2017. Accessed January 22, 2018.

3 Stammen LA, Stalmeijer RE, Paternotte E, et al. Training physicians to provide high-value, cost-conscious care: A systematic review. JAMA. 2015;314:2384–2400.

4 Chen C, Petterson S, Phillips R, Bazemore A, Mullan F. Spending patterns in region of residency training and subsequent expenditures for care provided by practicing physicians for Medicare beneficiaries. JAMA. 2014;312:2385–2393.

5 Sirovich BE, Lipner RS, Johnston M, Holmboe ES. The association between residency training and internists’ ability to practice conservatively. JAMA Intern Med. 2014;174:1640–1648.

6 Leep Hunderfund AN, Dyrbye LN, Starr SR, et al. Role modeling and regional health care intensity: U.S. medical study experiences with cost-conscious care. Acad Med. 2017;92: 694–702.

7 Pahwa A, Cayea D, Bertram A, et al. Student perceptions of high-value care education in internal medicine clerkships. J Hosp Med. 2017;12:102–103.

8 Association of American Medical Colleges. 2014 GQ all schools summary report. https:// www.aamc.org/data/gq/allschoolsreports. Published October 2014. [URL no longer active; data available from authors on request.]

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Entering Residency: Curriculum Developers’ Guide. Washington, DC: Association of American Medical Colleges; 2014.

10 Moriates C, Dohan D, Spetz J, Sawaya GF. Defining competencies for education in health care value: Recommendations from the University of California, San Francisco Center for Healthcare Value Training Initiative. Acad Med. 2015;90:421–424.

11 Tartaglia KM, Kman N, Ledford C. Medical student perceptions of cost-conscious care in an internal medicine clerkship: A thematic analysis. J Gen Intern Med. 2015;30:1491– 1496.

12 Muntz MD, Thomas JG, Thapa BT, Frank MO. Clerkship students as high-value care officers increased awareness and practice of cost-conscious care. Teach Learn Med. 2015;27:349–350.

13 Huang GC, Tibbles CD, Newman LR, Schwartzstein RM. Consensus of the Millennium Conference on teaching high value care. Teach Learn Med. 2016;28:97–104.

14 Patel MS, Reed DA, Smith C, Arora VM. Role-modeling cost-conscious care—A

national evaluation of perceptions of faculty at teaching hospitals in the United States. J Gen Intern Med. 2015;30:1294–1298.

15 Jain CC, Ayer MK, Murphy E, et al. A national assessment on patient safety curricula in undergraduate medical education: Results from the 2012 Clerkship Directors in Internal Medicine survey [published online ahead of print November 10, 2015]. J Patient Saf. doi: 10.1097/PTS.0000000000000229.

16 Moriates C, Arora VA, Shah N. Understanding Value-Based Healthcare. New York, NY: McGraw-Hill Education; 2015.

17 Moriates C, Mourad M, Novelero M, Wachter RM. Development of a hospital-based program focused on improving healthcare value. J Hosp Med. 2014;9:

671–677.

18 MedU. High Value Care course. www.med-u. org/hvc. Accessed January 22, 2018.

19 Costs of Care. Creating value challenge. http://costsofcare.org/value-challenge/. Accessed January 22, 2018.

20 Moser EM, Huang GC, Packer CD, et al. SOAP-V: Introducing a method to empower medical students to be change agents in bending the cost curve. J Hosp Med. 2016;11:217–220.

21 Iscoe M, Lord R, Schulz J, Lee D, Cayea D, Pahwa A. Teaching medical students about cost-effectiveness [published online ahead of print March 21, 2017]. Clin Teach. doi: 10.1111/tct.12613.

22 Lakhani A, Lass E, Silverstein WK, Born KB, Levinson W, Wong BM. Choosing wisely for medical education: Six things medical students and trainees should question. Acad Med. 2016;91:1374–1378.

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