Fear
Lack of Trustworthy,
Validated Information
to Programs
Lack of Trustworthy,
Validated Information
to Applicants
Needs of Society
Not Prioritized
Program Director
Stress (Expectations)
Program Director Stress
(Limited Resources)
Applicant Stress Bias
Lack of trustworthy assessment
especially with respect to
longitudinal, workplace-based
and 360 degree assessment,
including for IMGs
Applicant information is not in a
structured, validated format
usable for large scale review
Lack of understandable, plain
language reporting of student
assessment pre- and post-match,
especially in longitudinal,
workplace based and 360 degree
assessments, especially for IMGs
Unclear what data should be used
for resident selection, or how we
would dene a successful resident
Fear of missed opportunity-
PDs want “best” applicants,
applicants want “best”
programs, both think that
one more interview or
application will help
UME-GME
transition process
is inequitable,
inecient,
wasteful, costly,
and unnecessarily
stressful for all
involved
•••••••••••••••••••••
Fear of not lling- pressure for
programs to ll due to funding,
clinical need, prestige, etc.
Fear of not matching- Applicants
have limited career options outside of
the Match and perceive no flexibility
to change specialty or the timeline
Medical schools fear unmatched
students, may limit their
transparency
Inflexible timeline
Unfamiliar process
ACGME requirements to address wellness,
QI, diversity, and board pass rates
increase documentation and stress
Frequent Program director turnover, so new
PDs must learn unfamiliar rules
Hospital partners have clinical
expectations for the program without
a lot of backup if the program can’t
meet those expectations, which leads
to signicant risk aversion (for learners
who could struggle) and fear of not
lling (which also aects program
funding)
There are many applications per
position, and many applicants
have similar qualications. PDs
have little guidance on how to
select applicants for interview as a
part of holistic review
Limited time and stang for
individual holistic review at initial
application review, so may rely
on simplistic lters
Limited funding may fall
further if program begins to
struggle and can’t ll
Inadequate resources for
trainees requiring additional
support (educational to pass
boards, psych, clinical backup
if unable to care for patients,
faculty development, etc.).
Lack of resources means that
learners who needed support
previously are avoided
Limited time and stang
for interviews
Program director burnout and
depression may lower their
capacity further
Financial burden, educational
burden, and opportunity cost
for time spent on application
process
Unfamiliarity with the
process
Obligation for away
electives for more than
broadening clinical diversity
or learning about a
program– some specialties
required them for interest
signaling and student
assessment
Process is very dierent for
dierent groups of applicants
(USMD, USDO, IMG, etc.),
without clear expectations
Any measurement technique
(including standardized
metrics) can hinder some
applicants, but programs
need some way to tell the
dierence among them, and
applicants want a way to
distinguish themselves
Using biased metrics for
selection leads to a more
transparent, predictable
process compared with
holistic review
Filters can cause bias without
alerting programs (ie USMLE
lters removing DO applicants)
Bias favors certain applicants,
schools, etc., who may resist
complete equity
Conflicting advice from
multiple sources (peers, UME,
GME, online)
Yearly variability in residents
matched, especially at
smaller programs
Programs are not always
transparent in how they
select applicants for
interview and ranking, or
who actually matches with
the program
Applicants do not seem
to utilize or trust the
information that is
available.
Student eort spent on transition
instead of working toward the greater
good (research, patient care, wellness)
Students learn to hide their
weaknesses, reinforcing unhelpful
patterns for future practice
Sucient applicants do not go to
underserved areas/specialties
(FM, IM, and peds are the most
unlled specialties)
Learner-centered educational
requirements for residency programs
may conflict with patient-centered
health system needs
DO, URM, and IMG applicants are
underrepresented in certain
specialties and geographic areas
Signicant waste due to
redundant licensing exams
(multiple steps of both COMLEX
and USMLE, some applicants take
both). Uncertain that these metrics
are predictive of competence.
Workgroup C
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