Ten Principles for More Conservative, Care-full Diagnosis
Gordon D. Schiff, MD1,2, Stephen A. Martin, MD, EdM3*, David Eidelman, MD4*, Lynn Volk1,5, Elise Ruan1,5,6, Christine Cassel,
MD7*, William Galanter, MD8*, Mark Johnson,2* Annemarie Jutel, PhD9*, Kurt Kroenke, MD10*, Bruce Lambert, PhD11*, Joel
Lexchin, MSc, MD12*, Sara Myers1,5, Alexa Miller13*, Stuart Mushlin, MD14*, Lisa Sanders, MD15*, Aziz Sheikh, MD16*
*Member of expert panel
Abstract: Balancing tradeoffs between under-diagnosis
(missing/delaying important diagnoses), and wasteful harmful
over-diagnosis (labeling patients with “diseases” that may never
cause suffering or death) represents an important current
clinical and health policy issue. While often portrayed as the
need to keep the pendulum from swinging too far in either
direction, there is a need to view these two poles as two sides of
the same coin, unified by the need for a more thoughtful, caring
and conservative approaches to diagnosis.
We assembled an international panel of experts on diagnosis,
primary care, patient safety, medical communication and quality
improvement to create a framework for more conservative
diagnostic practices to guide clinicians, policy makers, in
promoting more appropriate and cost effective diagnostic
approaches. Ten overarching principles emerged: the need to
promote enhanced clinician modes of caring and listening,
developing a new science of clinical uncertainty, rethinking ways
symptoms are approached and diagnosed, maximizing conti-
nuity and trust to optimize knowledge of the patient and avoid
financial conflicts, taming time to provide more time for clinical
assessments and operationalize watchful waiting, more closely
linking diagnosis to treatment options and decision-making,
multifaceted efforts to educate and promote more appropriate
test ordering based on awareness of testing harms and test
limitations, incorporating lessons from the diagnostic errors
safety movement to prioritize practices and provide patient
safety nets, better addressing patients’ cancer fears and
diagnosis challenges, and enhanced diagnostic stewardship
roles for specialists and emergency department physicians.
Efforts to promote more judicious use of tests and referrals must
be designed to improve care; they are ill-served if solely aimed
at holding down costs and more likely to succeed if guided by
these ten patient-centered principles.
For author affiliations, see end of text
.
M
ultiple, competing spotlights currently highlight the
challenges associated with medical diagnosis. From
one side, the recent National Academy of Medicine report
suggests every person will experience at least one serious
diagnostic error during their lifetime. Research has
increasingly illuminated the problem of diagnostic errors
and delays as the leading cause of medical malpractice
claims (1-3). Uncertain and worried, patients and clinicians
seek reassurance from diagnostic imaging, laboratory
tests, and referral to specialists. On the other hand,
clinicians and patients are being urged to use fewer
diagnostic tests, and “Choosing Wisely” campaigns
focusing on overuse of costly and/or potentially harmful
diagnostic testing have been initiated in nearly every U.S.
medical specialty and 20 countries worldwide (4-7).
Evidence increasingly shows that reflexive ordering of
tests and referrals or indiscriminate screening of
asymptomatic patients often fails to provide definitive
explanations or generate beneficial treatments and is
often more harmful than beneficial (8).
Balancing tradeoffs between under-diagnosis (missing or
delaying important diagnoses) and wasteful, harmful overdiagnosis (labeling patients with “diseases” that may
1
never cause suffering or death) is often portrayed as the
need “to keep the pendulum from swinging too far in
either direction” (9). This framing of the problem as a
simple tradeoff misses a fundamental dynamic. Instead of
a one-dimensional continuum, we see the need for an
approach that views under- and over-diagnosis as two
sides of the same coin, unified by the need for a more
thoughtful and caring approach (Table 1). This calls for a
set of overarching principles to support improved clinician
and patient decision-making and education, as well as
guide health policy decisions to ultimately improve health
outcomes and decrease costs.
Table 1. Potential Labels for New Diagnosis Approach
What to Call This Approach to Diagnosis?
“More … Diagnosis”
Conservative
Judicious
Mindful
Patient Centered
Shared
Listening
Relationship-based
Effective
Modest
Prudent
Caring
Appropriate
Cautious
Skillful
Smarter
Realistic
Honest
Rational
Safer
Optimal
Expanding from our previous work on principles of
conservative medication prescribing (10, 11). We propose
principles that apply the precautionary principle to
diagnosis. The precautionary principle urges erring on the
side of restraint in using new technology until we have
sound evidence of benefit and long-term safety (12). We
have combined this approach with core care, especially
primary care, principles (care continuity, trusting
relationships, good communication), and key patient
safety lessons (situational awareness of pitfalls, safety nets
to mitigate harm, culture to facilitate learning and avoid
blame) (1, 13, 14). We assembled a diverse group of
clinicians, educators, health policy and communication
experts and developed the following 10 principles.
1. PROMOTING ENHANCED CARE AND LISTENING
Patients seek explanations of their symptoms to
successfully resolve or manage them. They rightfully
expect their concerns to be taken seriously and to receive
accurate explanations (15-17). Clinicians often rely on lab
testing, imaging, and specialist referrals to “rule out”
serious, potentially life-threatening diagnoses and
decisively identify issues for which a specific treatment
could be beneficial. However, this standard paradigm—
diagnostic testing to provide an exact diagnosis for
suitable treatment—rests on three problematic
assumptions.
First, this paradigm posits that testing is the key to making
an accurate diagnosis. It shortchanges the role of patient
history and physical examination, despite the fact that
carefully listening to and observing patients over time
often provides more valuable information than a myriad of
radiological or chemical tests (18, 19). Importantly, a
reductionist test-focused approach overlooks the role of
the patient in “co-producing” diagnoses collaboratively
with clinicians (1, 20).
Second, and more fundamentally, the standard paradigm
presumes that diagnosis is the sole overriding goal. It
presumes that an exact diagnosis can always will be made
and that diagnosis invariably matters for selecting
therapies. It also implies patients value having a technical
diagnostic label more than having their concerns (stated
and unstated) addressed. It ignores the fact that diagnoses
often evolve over time, making diagnosis more of a
process than an outcome. Finally, it suggests that the best
way clinicians can demonstrate that they are taking
patients and their symptoms seriously, is to order tests.
We need to go beyond the Choosing Wisely
recommendations that question the value of diagnostic
practices “test-by-test” and seek an integration of the best
traditions of scientific medicine, patient-centered care,
2
and shared decision-making (21, 22), to create diagnostic
approaches founded on the assumption that caring and
thoroughness are not synonymous with ordering tests and
referrals. Using tests as shortcuts, workarounds, or
substitutes for the nuanced human endeavor of diagnosis
based on respectful listening and examination is a recipe
for both under- as well as over-diagnosis (23).
2. DEVELOPING A NEW SCIENCE OF UNCERTAINTY
Ironically, as tests have become more precise and
“precision medicine” has become major pre-occupation,
there is a growing awareness and appreciation of the
pervasiveness of uncertainty in medicine (24, 25). The
proliferation of new imaging, genetic, and selfadministered diagnostic technologies and “apps” often
amplifies uncertainty (26) by identifying incidental
findings, genetic “risk factors” that correlate poorly with
patients health or have poor predictive accuracy especially
when applied to patients/populations with low probability
of serious disease. Far from providing a single, actionable
“answer” for issues like headaches or back pain, this surfeit
of data demands cautious evaluation and interpretation
based on each patient’s context. Tests we had hoped
would lend certainty, instead, have magnified diagnostic
complexity and ambiguity.
Thus, we need to develop a new science and praxis of
uncertainty, accompanied by a public conversation
acknowledging the challenges of working under conditions
of uncertainty and opportunities for learning and
collaboration (25, 27). A four-pronged strategy is needed.
First, clinicians need to appreciate their own and
medicine’s limitations. This requires physician humility,
based on better recognition of the ways uncertainty and
error impact complex biologic and social systems. This
prescription for modesty can serve as a starting point for
enhanced situational awareness and practicing more
reflective, cautious and, ultimately, conservative
medicine.
Second, beyond simply becoming aware of our limitations,
we need to accept uncertainty as intrinsic to our work and
become more comfortable with working with uncertainty
(28). However, being more aware of uncertainties can
counterproductively lead to more clinician and patient
anxiety and/or ordering more tests. Additionally,
becoming comfortable with uncertainty should not lead to
complacency, resignation, or indifference to patients’
concerns. Patient suffering and anxieties must be
respected rather than handled dismissively. Thus, a third
requirement is developing sensitive, caring, and effective
ways of communicating uncertainty to patients. We need
better language, experience, and feedback from patients
to help us advance the state of the art for discussing
uncertainties. Clinicians seeking to be both honest as well
as reassuring to patients will need help with
recommended yet customizable language, along with time
and support to foster transparently sharing uncertainty.
Different patients will have different needs and desires,
and we need to develop better ways to flexibly address
and accommodate these varied needs.
Finally, we need more thoughtful and effective ways to
operationalize our practice of uncertainty science. At the
most basic level, the crafting of a differential diagnosis
structurally acknowledges that a single definite diagnosis
is not always possible or desirable. Physician notes, even
in serious malpractice cases, often lack an adequate
differential diagnosis. We need to learn how to craft and
convey accurate assessments that incorporate
uncertainties, especially as we open our notes to patients.
Unfortunately current electronic records are becoming
littered with a with a host of distracting information and
tasks taking us away from this key element of
operationalizing our reflecting, recording and acting on
our diagnostic thinking (29). Engineering proactive,
reliable follow-up and outcomes feedback is another
important aspect of ensuring that acknowledgment of
uncertainty is hard-wired into medical practices (26, 30,
31).
3. RETHINKING SYMPTOMS
More than half of office visits are prompted by common
symptoms. Nonetheless, decades of studies have
demonstrated that up to one-half of symptoms defy
definitive medical diagnosis. Most symptoms are selflimiting, with 75-80% improving over the next 4-12 weeks,
usually irrespective of medical treatment (32).
Additionally, some patients’ symptoms meet criteria for
depression, anxiety, or somatoform illnesses—diagnoses
which in up to 2/3 of patients go unrecognized and
untreated (33). Visits for “medically unexplained
symptoms” are now the fastest growing type of medical
encounter (34), many of which are rooted in social
circumstances, financial problems, and stresses patients
experience at home (or lack of one), work, and/or their
relationships. Even when clinicians identify these “nonmedical” problems, they often fall back on their more
limited repertoire of tests and drug treatments (35). Caring
for such patients can be frustrating, leading clinicians to be
dismissive or stigmatizing. We need to move away from
exhaustively trying to “rule-out” multiple rare diseases
then labeling patients as “non-organic,” and toward more
thoughtful approaches.
3
Another failure in our current approach to symptomatic
patients that can lead clinicians to stray from a more
conservative path is failure to accurately match symptoms
to disease syndromes. Isolated symptoms are often
misconstrued by clinicians (or patients searching the
Internet) and inaccurately connected to unrelated
incidental lab or imaging findings. For example, a clinician
may misattribute a mental status change in an elderly
patient to a urine specimen suggesting bacteriuria
(frequently improperly collected using non-sterile
methods or merely representing colonization, not
urosepsis) (36).
4. MAXIMIZING CONTINUITY AND TRUST
Continuity of care is the foundation of judicious clinical
practice. Without knowledgeable, trusting relationships,
clinicians often resort to defensive, inadequately
informed, costly, and less-productive practice styles.
Health systems that maximize relational and informational
continuity perform better and cost less (37, 38), and
patients value having a personal clinician who knows them
well. The clinical phrase “in her usual state of health”
represents clinician knowledge of a patient’s baseline; a
longitudinal understanding that critically informs
diagnostic strategy and facilitates diagnostic restraint.
Realistically, as health care shifts toward teams, urgent
care centers, shift-work duty hours, and increasing
emergency department use, not every encounter will
involve a clinician who has a long-term relationship with
that patient. However, we can work within the evolving
landscape to maximize continuity, creating models for
more convenient in-person or phone access to their
primary providers. When clinicians’ schedules are
overbooked for months, preventing patients ready access,
practices must redesign scheduling and provide needed
resources that give appropriate priority to continuity.
Additionally, money matters. Continuous insurance
coverage is vital to ensure ongoing rather than disrupted
care. While not a panacea, universal single-payer systems
that do not change coverage with shifts in employment,
age, family income, or marital status, have demonstrated
better care continuity (39). Financial incentives impact
trust and can undermine long-term trusting relationships.
If clinicians are financially incentivized to order or withhold
tests, patients may find it difficult to trust clinicians’ watchand-wait recommendations (40).
5. TAMING/TAKING TIME
Time is the currency of clinical care. While few clinicians
would disagree in principle with the conservative diagnosis
practices we advocate here, many would argue they
simply do not have time for prolonged discussions about
uncertainty, exploration of symptoms in greater detail, or
exhaustive follow-up. Additionally, time is the great
incubator for diagnosis. Conservative diagnosis requires
carefully and skillfully weighing information as it evolves.
Thus, in both the immediate clinical encounter and in the
longer-term relationship, having adequate time to listen,
observe, discuss, and think is a decisive factor that
separates good diagnosis from under- and over-diagnosis
(32, 41).
Given the limitations of time, we will need to creatively
redesign care to facilitate time for clinical diagnosis.
Practical strategies include more efficient delegating to
other team members, re-engineering telephone and
electronic communication, and developing reliable
systems for monitoring patients longitudinally. Such
approaches enhance operationalizing what is often the
most important test—the test of time, leveraging
watchful-waiting, which is a fundamental pillar of
conservative diagnosis and an antidote to unwatchfulneglect that patients fear.
6. LINKING DIAGNOSIS TO TREATMENT
Both conceptually and practically, diagnosis needs to stand
less alone and more in tandem with treatment. The value
of diagnosis is greater for conditions with effective and
specific treatments, while more limited when no therapy
exists or when a diagnosis is not needed to select among
treatment options. Faced with patients experiencing
nonspecific back or neck pain without neurologic findings,
acute upper respiratory or sinus symptoms, stable chest
pain, chronic headaches, or mild head trauma, clinicians
should avoid ordering tests without weighing the
likelihood that the results will influence treatment
decisions or contribute to (or detract from) patients’
wellbeing (8).
Diagnosis should be pursued based on the availability,
effectiveness, specificity, urgency, and acceptability of a
therapy. Determining the importance of a specific
diagnosis entails an iterative discussion between the
clinician and patient of broader management
considerations, including how the patient might want to
proceed given various possible contingencies and
diagnoses. A patient with back pain but opposed to
surgery may be better served by focused discussion and
ordering physical therapy rather than pursuing imaging
4
studies to precisely define the pain’s exact anatomical
location.
7. TESTS – MORE THOUGHTFUL ORDERING AND
INTERPRETING
Practicing more conservative diagnosis is not just saying
“no” to tests or patients requesting them. Rather, it is
about more intelligent test selection, timing, and
interpretation, and using a more balanced understanding
of their benefits, harms, costs, and limitations (42).
Patients and clinicians need a better appreciation of the
lack of rigor in approving new diagnostic tests which are
not subject to the same evidence standards or regulatory
hurdles required for approval of new medications.
Frequently, the studies are conducted and analyzed by
researchers or companies developing and selling the test,
introducing conflicts and biases (43).
We often fail to fully weigh potential harms of testing (4446) (Table 2). Whereas some harms are obvious, many are
unknown, less visible, or emerge only later, perhaps on
another clinician’s watch. Clinicians must consider how
best to utilize diagnostic testing, considering
timing, sequencing, proper performance, errors in sample
collection, analysis, and interpretation, and overall
marginal benefits. Test results should be viewed as only a
surrogate for actual benefit (47), and testing must be used
more strategically and held to a higher standard of
evidence than it is currently.
8. SAFETY NETS – INCORPORATING LESSONS FROM
DIAGNOSTIC ERRORS
Recent attention given to diagnostic errors might seem to
argue for more aggressive defensive medicine to exclude
a myriad of diagnoses lest they be missed and labeled as
errors and delays (1). However, as discussed above, simply
increasing testing does not necessarily result in answers
and information that patients and clinicians often seek. By
better anticipating the potential for specific diagnostic
errors, and we can create systems to protect against these
more serious pitfalls while also safely pursuing
conservative diagnostic approaches in ways that are
synergistic with initiatives to reduce error.
The National Academy of Medicine and others have made
a series of recommendations that, if followed, could
provide guidance and afford wider latitude for more
cautious practice (1). Clinicians armed with focused
“situational knowledge”—such as key pitfalls to avoid, red
flags, and critical diagnoses for various scenarios—could
be more comfortable practicing conservatively.
Additionally, incorporating patient safety culture lessons
related to avoiding blame, encouraging staff and patients
to speak up, learning from errors and near misses, and
disclosure/apology can all support the organizational
fabric to support more conservative reflexes,
conversations, and practices (48, 49). Thus, understanding
where safety fails and building protective safety nets
allows conservative diagnosis to avoid error.
Table 2. Potential Harms from Diagnostic Testing
Direct harm
Complications from invasive tests
Unstable patients leaving more protected environments to
undergo tests
Delays in initiation of urgent treatment while waiting for
tests and results
Adverse reactions (e.g., renal toxicity and anaphylaxis)
from contrast or other diagnostic agents
Local complications from phlebotomy and catheter access
(e.g., hematoma, contamination, pain from multiple
venipuncture sticks, wounds) and loss of future venous
access
Imaging-associated cancers and other radiation harms
Downstream Harm
Harm from further work-up and treatment of false positive
tests (especially failure to account for poor predictive
value of positive results in the context of low prior
probability)
Harm from treatment caused by over-diagnosis (i.e.,
diagnosis of conditions that, although correctly
diagnosed, would never have caused harm or required
treatment)
False reassurance (i.e., complacency or failure to treat as
result of a false negative test)
Harm from additional testing, such as cascades after an
initial false positive result or over-diagnosis
Conveying a message to patients that promotes a culture
of indiscriminate testing
Treatment of asymptomatic risk factors with interventions
that cause harm
Harm Intrinsic to Making a Diagnosis
Stigmatizing labels that may outweigh any benefits of the
diagnosis for a patient
Anxiety from diagnoses that would not otherwise have
been discovered or treated
Increased burden of illness (e.g., more medication
regimens, appointments, procedures, and lost work time
and greater family burden)
Distraction of clinicians’ and patients’ attention from more
beneficial diagnostic activities (e.g., obtaining better
history and serial exams) and treatment
* The risk for these adverse effects may be more or less frequent
depending on the test, patient, or context but need to be
recognized, weighed, and minimized when ordering and performing
diagnostic tests.
5
9. ADDRESSING CANCER – FEARS AND CHALLENGES
Every era has its dreaded disease, which draws inordinate
focus and elicits disproportionate fear. Today, that disease
is cancer. Almost any symptom can be related to cancer,
and cancers can present with various nonspecific
symptoms, adding to uncertainty and fear. Clinicians and
the media have long promoted early diagnosis and
preventive screening to be able to treat cancer while it is
still localized.
However, serious controversies surround screening efforts
for many types of cancer, including prostate-specific
antigen testing, and early detection for breast, thyroid,
lung, and ovarian cancer. Issues include lead time bias;
over-diagnosis of incidental, best-untreated cancers; falsepositive and false-negative test results; uncertainties
about the value of treatment; and questions about the
marginal benefits of early treatment. Not only are these
issues complex and difficult to explain to non-expert
patients, but data are often inconclusive or conflicting.
As with enhancements in how we understand and
communicate uncertainty, we will need to change the
ways we think and talk about cancer (50). We will need to
help patients realize that in one sense, every cancer
diagnosis is “delayed” - we actually never detect the first
abnormal cancer cell mitosis. More importantly, we must
support patients in thinking about cancer with a better
understanding of the toll imposed by adverse
consequences of false positive tests and over-diagnosed
cancers, helping them better appreciate the need for
striking a balance between treating the few with harmful
cancer and avoiding harm to the many without. We must
also continue to emphasize prevention and carefully
evaluate patients and their risks to sort out who can best
be approached conservatively.
10. DIAGNOSTIC STEWARDSHIP – TRANSFORMING
THE ROLE OF SPECIALISTS AND EMERGENCY
DEPARTMENTS
One theme of conservative practice is discouraging
indiscriminate and inappropriate use of specialist referrals
and the emergency department. However, both can
positively contribute by leveraging their strategic
knowledge and playing stewardship roles. Specialists can
provide guidance and reassurance that testing is not
always required (7, 40). They could help provide safety
nets (e.g. triage consultations, rapid electronic second
opinions), safe harbors, legal protections for both the
patients and clinicians, and counseling for patients whose
diagnosis may have been initially, but not negligently
missed or delayed. Emergency department clinicians can
work with primary care clinicians to help reduce
unnecessary emergency department visits while helping
expedite truly urgent evaluations.
Table 3. Practical Safety Nets to Enable Practice of
Conservative Diagnosis
A. Continuity, trusting relationships
To facilitate “knowing” patients
Ensure reliable follow-up
Avoiding conflicts; assuring patient buy-in and trust that
their interests supersede cost conflicts/considerations
Communication and resolution programs for addressing
errors
B. Shared understanding with patients regarding confidence
vs. uncertainties in working diagnosis
C. Clinical follow-up safety nets
Contingency planning to educate patients regarding red
flag symptoms warning of potential worsening and/or
misdiagnosis
Awareness of potential disease/symptom specific
pitfalls; fail-safe mechanisms to safe guard against
D. Administrative/HIT follow-up safety nets
Low barriers to re-access care if needed
Scheduled “check-ins” (visits, calls, emails) to assess
course and response to treatment(s)
Proactive systems for monitoring patients and ensuring
course consistent with diagnosis
E. Second opinions
Easy access for clinicians and patients to specialists,
others, to address uncertainties/questions/concerns
F. Flexibility to deviate from conservative guidelines when
clinically warranted
G. Culture and mechanisms that encourage and facilitate
patients to question their diagnoses
Welcoming patients speaking up about concerns
H. Protections against unreasonable malpractice
claims/fears
More profoundly, specialists and emergency department
clinicians must help construct the foundations of
conservative diagnosis by showing in practice and
providing evidence to guide optimal real-world testing
strategies for both acute/urgent and chronic symptoms in
the context of low probability serious disease, critically
weighing therapeutic alternatives.
CONCLUSIONS
Achieving more judicious use of diagnostic testing and
referrals requires thoughtful redesign of care at the
individual patient encounter level, as well as systemic and
policy approaches to promote and support these
principles. Properly designed, practical safety nets can
both protect the safety and quality of diagnosis as well as
enable more conservative practice (Table 3). Efforts to
improve diagnosis must center on doing the right thing for
the right reasons; efforts are ill-served when cast simply as
holding down cost (40). These principles can help elevate
the conversation and restore the coproduction of good
diagnoses by doctors and patients to its sacrosanct place
in medical care.
The preceding statement outlining principles of conservative diagnosis was
developed by an international team of clinicians, safety and policy experts, and
researchers who participated in a series of calls and meetings in 2016-2018
convened by the Brigham and Women’s Hospital Center for Patient Safety
Research and Harvard Medical School Center for Primary Care PRIDE (Primary
Care Research in Diagnostic Errors) Project funded by the Gordon and Betty
Moore Foundation.
The statement represents a consensus of the expert panel discussions and
deliberations. It was iteratively developed and presented and benefited from the
feedback from participants in a series of workshops where it was presented
including at the Diagnostic Error in Medicine (Washington, D.C., 2015), Lown
Institute Right Care Conference (San Diego, 2015), Preventing Overdiagnosis
(Quebec City, 2017), International Society for Quality in Health Care (ISQua)
(London 2017), Institute for Health Care Improvement National Forum (Orlando,
2017).
A summary version was published in the November 6, 2018 print issue of the
Annals of Internal Medicine, and this full version is provided as a background
supplement to that publication. It includes additional background, tables, and
references along with more detailed discussion and case examples.
The views expressed are those of the authors and do not represent the views of
the funders (Gordon and Betty Moore Foundation) nor the Annals of Internal
Medicine.
We invite ongoing discussion of these issues and encourage you to send
comments, suggestions or questions to the PRIDE team c/o the PI Dr. Gordon
Schiff, gschiff@bwh.harvard.edu.
6
Corresponding Author: Gordon D. Schiff, MD, Brigham and Women's Hospital,
1620 Tremont Street, 3rd Floor, Room 03-02-2N, Boston, MA 02120; e-mail,
gschiff@partners.org.
Author Affiliations: 1Brigham and Women’s Hospital, 2Harvard Medical School,
of Massachusetts Medical School, 4McGill University, 5Partners
HealthCare, 6Tufts University School of Medicine, 7Kaiser Permanente School of
Medicine, 8University of Illinois, Chicago, 9Victoria University of Wellington (New
Zealand), 10Indiana University, 11Northwestern University, 12York University
(Canada), 13ArtsPractica, 14Brigham Circle Medical Associates, 15Yale University
School of Medicine, 16University of Edinburgh
3University
Acknowledgements: This work was supported by a grant from the Gordon
and Betty Moore Foundation (GBMF). GBMF had no role in the design or conduct
of the study; collection, analysis, or interpretation of data; or preparation or
review of the manuscript. The findings and conclusions in this report are those
of the authors and do not necessarily represent the official position of GBMF.
References
Balogh E, Miller BT, Ball J. Improving diagnosis in health care: National
Academies Press; 2015.
2. Gandhi TK, Kachalia A, Thomas EJ, Puopolo AL, Yoon C, Brennan TA, et al. Missed
and delayed diagnoses in the ambulatory setting: a study of closed malpractice
claims. Annals of internal medicine. 2006;145(7):488.
3. Schiff GD, Puopolo AL, Huben-Kearney A, Yu W, Keohane C, McDonough P, et al.
Primary care closed claims experience of Massachusetts malpractice insurers.
JAMA internal medicine. 2013;173(22):2063-8.
1.
4.
5.
6.
7.
8.
9.
10.
11.
12.
13.
14.
15.
16.
17.
18.
19.
20.
21.
22.
23.
24.
25.
26.
7
Rosenberg A, Agiro A, Gottlieb M, Barron J, Brady P, Liu Y, et al. Early trends
among seven recommendations from the Choosing Wisely campaign. JAMA
internal medicine. 2015;175(12):1913-20.
Cassel CK, Guest JA. Choosing wisely: helping physicians and patients make
smart decisions about their care. Jama. 2012;307(17):1801-2.
Levinson W, Kallewaard M, Bhatia RS, Wolfson D, Shortt S, Kerr EA. 'Choosing
Wisely': a growing international campaign. BMJ Qual Saf. 2015;24(2):167-74.
Epub 2015/01/02. doi: 10.1136/bmjqs-2014-003821. PubMed PMID:
25552584.
Wolfson D, Santa J, Slass L. Engaging physicians and consumers in conversations
about treatment overuse and waste: a short history of the choosing wisely
campaign. Academic Medicine. 2014;89(7):990-5.
Welch HGS, L; Woloshin. Overdiagnosed: Making People Sick in the Pursuit of
Health. Boston: Beacon Press; 2011.
Landro L. A Medical Detective Story: Why Doctors Make Diagnostic Errors. Wall
Street Journal. 2015 Sept 26, 2015.
Schiff GD, Galanter WL. Promoting more conservative prescribing. JAMA.
2009;301(8):865-7.
Schiff GD, Galanter WL, Duhig J, Lodolce AE, Koronkowski MJ, Lambert BL.
Principles of conservative prescribing. Archives of internal medicine.
2011;171(16):1433-40. doi: 10.1001/archinternmed.2011.256.
COMEST U. Report of the expert group on the precautionary principle of the
World commission on the ethics of scientific knowledge and technology
(COMEST). Paris: UNESCO COMEST; 2005.
Bodenheimer T, Ghorob A, Willard-Grace R, Grumbach K. The 10 building blocks
of high-performing primary care. The Annals of Family Medicine.
2014;12(2):166-71.
Marx DA. Patient safety and the" just culture": a primer for health care
executives: Trustees of Columbia University; 2001.
Jutel A, Dew K. Social issues in diagnosis: An introduction for students and
clinicians: JHU Press; 2014.
Samsson KS, Bernhardsson S, Larsson ME. "Take me seriously and do
something!" - a qualitative study exploring patients' perceptions and
expectations of an upcoming orthopaedic consultation. BMC Musculoskelet
Disord. 2017;18(1):367. Epub 2017/08/26. doi: 10.1186/s12891-017-1719-6.
PubMed PMID: 28838326; PubMed Central PMCID: PMCPMC5571494.
Jaworski M, Rzadkiewicz M, Adamus M, Chylinska J, Lazarewicz M, Haugan G, et
al. Primary care patients' expectations regarding medical appointments and
their experiences during a visit: does age matter? Patient Prefer Adherence.
2017;11:1221-33. Epub 2017/08/02. doi: 10.2147/ppa.s133390. PubMed
PMID: 28761335; PubMed Central PMCID: PMCPMC5522818.
Jackson JL, Kroenke K. The effect of unmet expectations among adults
presenting with physical symptoms. Annals of internal medicine. 2001;134(9
Pt 2):889-97. Epub 2001/05/11. PubMed PMID: 11346325.
Simpkin AL, Vyas JM, Armstrong KA. Diagnostic reasoning: an endangered
competency in internal medicine training. Annals of internal medicine.
2017;167(7):507-8.
Hart JT. Clinical and economic consequences of patients as producers. Journal
of
Public
Health.
1995;17(4):383-6.
doi:
10.1093/oxfordjournals.pubmed.a043151.
Dwamena F, Holmes-Rovner M, Gaulden CM, Jorgenson S, Sadigh G, Sikorskii A,
et al. Interventions for providers to promote a patient-centred approach in
clinical consultations. The Cochrane database of systematic reviews.
2012;12:Cd003267.
Epub
2012/12/14.
doi:
10.1002/14651858.CD003267.pub2. PubMed PMID: 23235595.
Elder A, Chi J, Ozdalga E, Kugler J, Verghese A. The road back to the bedside.
JAMA. 2013;310(8):799-800. doi: 10.1001/jama.2013.227195.
Michiels-Corsten M, Donner-Banzhoff N. Beyond accuracy: hidden motives in
diagnostic testing. Family Practice. 2017.
Bhise V, Rajan SS, Sittig DF, Morgan RO, Chaudhary P, Singh H. Defining and
Measuring Diagnostic Uncertainty in Medicine: A Systematic Review. Journal
of general internal medicine. 2018;33(1):103-15. Epub 2017/09/25. doi:
10.1007/s11606-017-4164-1. PubMed PMID: 28936618; PubMed Central
PMCID: PMCPMC5756158.
Simpkin AL, Schwartzstein RM. Tolerating Uncertainty—The Next Medical
Revolution? New England Journal of Medicine. 2016;375(18):1713-5.
Berner ES, Ray MN, Panjamapirom A, Maisiak RS, Willig JH, English TM, et al.
Exploration of an automated approach for receiving patient feedback after
outpatient acute care visits. Journal of general internal medicine.
27.
28.
29.
30.
31.
32.
33.
34.
35.
36.
37.
38.
39.
40.
41.
42.
43.
44.
45.
46.
47.
48.
49.
50.
2014;29(8):1105-12. Epub 2014/03/13. doi: 10.1007/s11606-014-2783-3.
PubMed PMID: 24610308; PubMed Central PMCID: PMCPMC4099452.
Berger ZD, Brito JP, Ospina NS, Kannan S, Hinson JS, Hess EP, et al. Patient
centred diagnosis: sharing diagnostic decisions with patients in clinical
practice. BMJ (Clinical research ed). 2017;359:j4218.
Strout TD, Hillen M, Gutheil C, Anderson E, Hutchinson R, Ward H, et al.
Tolerance of Uncertainty: A Systematic Review of Health and Healthcarerelated Outcomes. Patient Education and Counseling. 2018.
Sittig DF, Ash JS, Singh H. The SAFER guides: empowering organizations to
improve the safety and effectiveness of electronic health records. The
American journal of managed care. 2014;20(5):418-23. Epub 2014/09/03.
PubMed PMID: 25181570.
Nicholson BD, Mant D, Bankhead C. Can safety-netting improve cancer
detection in patients with vague symptoms? BMJ (Clinical research ed).
2016;355. doi: 10.1136/bmj.i5515.
Schiff GD. Minimizing diagnostic error: the importance of follow-up and
feedback. The American journal of medicine. 2008;121(5 Suppl):S38-42. Epub
2008/05/28. doi: 10.1016/j.amjmed.2008.02.004. PubMed PMID: 18440354.
Kroenke K. A Practical and Evidence-Based Approach to Common SymptomsA
Narrative ReviewA Practical and Evidence-Based Approach to Common
Symptoms. Annals of internal medicine. 2014;161(8):579-86.
Kroenke K. Somatic symptoms deserve our attention. 2016.
Cox C. Petrson-Kaiser Health System Tracker Kaiser Family Foundation;
[updated
May
22,
2017].
Available
from:
https://www.healthsystemtracker.org/chart-collection/much-u-s-spendtreat-different-diseases/?_sft_category=spending#item-start.
Weiner S, Schwartz A. Listening for what matters: Avoiding contextual errors in
health care: Oxford University Press; 2015.
Finucane TE. “urinary Tract Infection”—requiem for a Heavyweight. Journal of
the American Geriatrics Society. 2017;65(8):1650-5.
Starfield B, Shi L, Macinko J. Contribution of primary care to health systems and
health. Milbank Q. 2005;83(3):457-502.
Coleman K, Wagner E, Schaefer J, Reid R. Redefining Primary Care for the 21 st
Century. 2016.
Davis K, Stremikis K, Schoen C, Squires D. Mirror, mirror on the wall, 2014
update: how the US health care system compares internationally. The
Commonwealth Fund. 2014;16:1-31.
Levinson W, Kallewaard M, Bhatia RS, Wolfson D, Shortt S, Kerr EA. ‘Choosing
Wisely’: a growing international campaign. BMJ Qual Saf. 2015;24(2):167-74.
Dugdale DC, Epstein R, Pantilat SZ. Time and the patient–physician relationship.
Journal of general internal medicine. 1999;14(S1):34-40.
Laine C. High-value testing begins with a few simple questions. Annals of
internal medicine. 2012;156(2):162-3.
Hey SP, Kesselheim AS. Countering imprecision in precision medicine. Science.
2016;353(6298):448-9. doi: 10.1126/science.aaf5101.
Smith-Bindman R. Use of advanced imaging tests and the not-so-incidental
harms of incidental findings. JAMA internal medicine. 2018;178(2):227-8.
Welch H. Cancer Screening, Overdiagnosis, and Regulatory Capture. JAMA
internal medicine. 2017.
Korenstein D, Chimonas S, Barrow B, Keyhani S, Troy A, Lipitz-Snyderman A.
Development of a conceptual map of negative consequences for patients of
overuse of medical tests and treatments. JAMA Internal Medicine. 2018. doi:
10.1001/jamainternmed.2018.3573.
Schünemann HJ, Oxman AD, Brozek J, Glasziou P, Jaeschke R, Vist GE, et al.
GRADE: Grading quality of evidence and strength of recommendations for
diagnostic tests and strategies. BMJ : British Medical Journal.
2008;336(7653):1106-10. doi: 10.1136/bmj.39500.677199.AE. PubMed PMID:
PMC2386626.
Kachalia A, Kaufman SR, Boothman R, Anderson S, Welch K, Saint S, et al. Liability
claims and costs before and after implementation of a medical error disclosure
program. Annals of internal medicine. 2010;153(4):213.
Mello MM, Kachalia A, Roche S, Niel MV, Buchsbaum L, Dodson S, et al.
Outcomes In Two Massachusetts Hospital Systems Give Reason For Optimism
About
Communication-And-Resolution
Programs.
Health
Affairs.
2017;36(10):1795-803.
McDowell M, Rebitschek FG, Gigerenzer G, Wegwarth O. A simple tool for
communicating the benefits and harms of health interventions: a guide for
creating a fact box. MDM Policy & Practice. 2016;1(1):2381468316665365.