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Blood Pressure Assessment in Adults in Clinical Practice and Clinic-Based Research: JACC Scientific Expert Panel

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Abstract

The accurate measurement of blood pressure (BP) is essential for the diagnosis and management of hypertension. Restricted use of mercury devices, increased use of oscillometric devices, discrepancies between clinic and out-of-clinic BP, and concerns about measurement error with manual BP measurement techniques have resulted in uncertainty for clinicians and researchers. The National Heart, Lung, and Blood Institute of the U.S. National Institutes of Health convened a working group of clinicians and researchers in October 2017 to review data on BP assessment among adults in clinical practice and clinic-based research. In this report, the authors review the topics discussed during a 2-day meeting including the current state of knowledge on BP assessment in clinical practice and clinic-based research, knowledge gaps pertaining to current BP assessment methods, research and clinical needs to improve BP assessment, and the strengths and limitations of using BP obtained in clinical practice for research and quality improvement activities.
THE PRESENT AND FUTURE
JACC SCIENTIFIC EXPERT PANEL
Blood Pressure Assessment in
Adults in Clinical Practice and
Clinic-Based Research
JACC Scientic Expert Panel
Paul Muntner, PHD,
a
Paula T. Einhorn, MD, MS,
b
William C. Cushman, MD,
c
Paul K. Whelton, MB, MD, MSC,
d
Natalie A. Bello, MD, MPH,
e
Paul E. Drawz, MD, MHS, MS,
f
Beverly B. Green, MD, MPH,
g
Daniel W. Jones, MD,
h
Stephen P. Juraschek, MD, PHD,
i
Karen L. Margolis, MD, MPH,
j
Edgar R. Miller 3RD, MD, PHD,
k
Ann Marie Navar, MD, PHD,
l
Yechiam Ostchega, PHD, RN,
m
Michael K. Rakotz, MD,
n
Bernard Rosner, PHD,
o
Joseph E. Schwartz, PHD,
p
Daichi Shimbo, MD,
q
George S. Stergiou, MD, PHD,
r
Raymond R. Townsend, MD,
s
Jeff D. Williamson, MD,
t
Jackson T. Wright, JR, MD, PHD,
u
Lawrence J. Appel, MD, MPH,
k
from a 2017 National Heart, Lung, and Blood Institute Working Group
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obtaining valid blood pressure measurements in the clinic setting; 2)
discuss the reasons for measuring blood pressure outside of the clinic
setting; 3) describe the regulatory issues surrounding blood pressure mea-
surement; 4) discussthe challenges of measuring blood pressure in special
populations including older and obese adults, pregnant women, and those
with arrhythmias; and 5) identify highpriority research questions thatneed
to be addressed in future studies.
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Author Disclosures: This work was supported by the Division of Cardio-
vascular Sciences (DCVS) of the National Heart, Lung, and Blood Insti-
tute (NHLBI). Dr. Muntner has received grant support from the
American Heart Association (15SFRN2390002) and from Amgen Inc. Dr.
Whelton has received grant support from the National Institute of
General Medical Sciences of the National Institutes of Health (NIH)
(P20GM109036). Dr. Bello has received grant support from the National
Center for Advancing Translation Sciences (5KL2TR001874-02) and the
ISSN 0735-1097/$36.00 https://doi.org/10.1016/j.jacc.2018.10.069
Listen to this manuscripts
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JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY VOL. 73, NO. 3, 2019
ª2019 THE AMERICAN COLLEGE OF CARDIOLOGY FOUNDATION.
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National Heart, Lung, and Blood Institute (NHLBI) (K23HL136853-01A1).
Dr. Green has received grant support from the Patient-Centered
Outcomes Research Institute (CER-1511-32979 and IHS-1507-31146), and
NHLBI (1R01HL136575). Dr. Jones has received grant support from the
National Institute of General Medical Sciences (1U54GM115428). Dr.
Juraschek has received grant support from NHLBI (7K23HL135273-02).
Dr. Margolis has received grant support from the Patient-Centered
Outcomes Research Institute (IHS-1507-31146) and NHLBI
(R01HL090965). Dr. Navar has received grant support from NHLBI (K01
HL133416). Dr. Schwartz has received grant support from NHLBI (P01
HL47540). Dr. Shimbo has received grant support from NHLBI (K24-
HL125704, R01HL117323, and P01 HL47540). Dr. Cushman has received
institutional grant support from Eli Lilly; and has been a consultant to
Sanoand an uncompensated consultant to Novartis and Takeda. Dr.
Navar has received institutional research support from Amgen, Amarin,
Janssen, Regeneron, and Sano; and has been a consultant/served on
advisory boards for Amarin, NovoNordisk, Amgen, and Sano.
Dr. Rakotz is an employee of the American Medical Association.
Dr. Stergiou has received institutional research support from iHealth,
InBody, Maisense, and Microlife; and consulting fees from Maisense,
Microlife, and Omron. The views expressed in this report are those of
the authors and do not necessarily represent the views of the National
Heart, Lung, and Blood Institute; the National Institutes of Health; or
the Department of Health and Human Services. The ndings and
conclusions in this report are those of the authors and do not necessarily
represent the views of the American Medical Association. All other
authors have reported that they have no relationships relevant to the
contents of this paper to disclose.
Medium of Participation: Print (article only); online (article and quiz).
CME/MOC/ECME Term of Approval
Issue Date: January 29, 2019
Expiration Date: January 28, 2020
From the
a
Department of Epidemiology, University of Alabama at Birmingham, Birmingham, Alabama;
b
Division of Cardiovascular
Sciences, National Heart, Lung, and Blood Institute of the National Institutes of Health, Bethesda, Maryland;
c
Preventive Medicine
Section, Medical Service, Veterans Affairs Medical Center, Memphis, Tennessee;
d
Department of Epidemiology, Tulane University
School of Public Health and Tropical Medicine, New Orleans, Louisiana;
e
Department of Medicine, Division of Cardiology,
Columbia University Medical Center, New York, New York;
f
Division of Renal Diseases & Hypertension, University of Minnesota,
Minneapolis, Minnesota;
g
Kaiser Permanente Washington Health Research Institute, Seattle, Washington;
h
Department of Med-
icine, University of Mississippi Medical Center, Jackson, Mississippi;
i
Department of Medicine, Beth Israel Deaconess Medical
Center, Harvard Medical School, Boston, Massachusetts;
j
HealthPartners Institute, Minneapolis, Minnesota;
k
Department of
Medicine, Johns Hopkins University, Baltimore, Maryland;
l
Duke Clinical Research Institute, Durham, North Carolina;
m
National
Center for Health Statistics of the Centers for Disease Control and Prevention, Hyattsville, Maryland;
n
American Medical Associ-
ation, Chicago, Illinois;
o
Department of Medicine, Brighams and Womens Hospital, Harvard University, Boston, Massachusetts;
p
Department of Psychiatry and Behavioral Sciences, Stony Brook University, Stony Brook, New York;
q
The Hypertension Center,
Columbia University Medical Center, New York, New York;
r
Hypertension Center STRIDE-7, National and Kapodistrian University
of Athens, School of Medicine, Third Department of Medicine, Sotiria Hospital, Athens, Greece;
s
Department of Medicine, Uni-
versity of Pennsylvania, Philadelphia, Pennsylvania;
t
Department of Medicine, Wake Forest University, Winston-Salem, North
Carolina; and the
u
Department of Medicine, Case Western Reserve University, Cleveland, Ohio. This work was supported by the
Division of Cardiovascular Sciences (DCVS) of the National Heart, Lung, and Blood Institute (NHLBI). Dr. Muntner has received
grant support from the American Heart Association (15SFRN2390002) and from Amgen Inc. Dr. Whelton has received grant support
from the National Institute of General Medical Sciences of the National Institutes of Health (NIH) (P20GM109036). Dr. Bello has
received grant support from the National Center for Advancing Translation Sciences (5KL2TR001874-02) and the National Heart,
Lung, and Blood Institute (NHLBI) (K23HL136853-01A1). Dr. Green has received grant support from the Patient-Centered Outcomes
Research Institute (CER-1511-32979 and IHS-1507-31146), and NHLBI (1R01HL136575). Dr. Jones has received grant support from the
National Institute of General Medical Sciences (1U54GM115428). Dr. Juraschek has received grant support from NHLBI
(7K23HL135273-02). Dr. Margolis has received grant support from the Patient-Centered Outcomes Research Institute (IHS-1507-
31146) and NHLBI (R01HL090965). Dr. Navar has received grant support from NHLBI (K01 HL133416). Dr. Schwartz has received
grant support from NHLBI (P01 HL47540). Dr. Shimbo has received grant support from NHLBI (K24-HL125704, R01HL117323, and
P01 HL47540). Dr. Cushman has received institutional grant support from Eli Lilly; and has been a consultant to Sanoand an
uncompensated consultant to Novartis and Takeda. Dr. Navar has received institutional research support from Amgen, Amarin,
Janssen, Regeneron, and Sano; and has been a consultant/served on advisory boards for Amarin, NovoNordisk, Amgen, and
Sano. Dr. Rakotz is an employee of the American Medical Association. Dr. Stergiou has received institutional research support
from iHealth, InBody, Maisense, and Microlife; and consulting fees from Maisense, Microlife, and Omron. The views expressed in
this report are those of the authors and do not necessarily represent the views of the National Heart, Lung, and Blood Institute; the
National Institutes of Health; or the Department of Health and Human Services. The ndings and conclusions in this report are
those of the authors and do not necessarily represent the views of the American Medical Association. All other authors have re-
ported that they have no relationships relevant to the contents of this paper to disclose.
Manuscript received July 1, 2018; revised manuscript received October 14, 2018, accepted October 15, 2018.
Muntner et al.JACC VOL. 73, NO. 3, 2019
Blood Pressure Assessment in Adults JANUARY 29, 2019:31735
318
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Blood Pressure Assessment in Adults in
Clinical Practice and Clinic-Based Research
JACC Scientic Expert Panel
Paul Muntner, PHD,
a
Paula T. Einhorn, MD, MS,
b
William C. Cushman, MD,
c
Paul K. Whelton, MB, MD, MSC,
d
Natalie A. Bello, MD, MPH,
e
Paul E. Drawz, MD, MHS, MS,
f
Beverly B. Green, MD, MPH,
g
Daniel W. Jones, MD,
h
Stephen P. Juraschek, MD, PHD,
i
Karen L. Margolis, MD, MPH,
j
Edgar R. Miller 3RD, MD, PHD,
k
Ann Marie Navar, MD, PHD,
l
Yechiam Ostchega, PHD, RN,
m
Michael K. Rakotz, MD,
n
Bernard Rosner, PHD,
o
Joseph E. Schwartz, PHD,
p
Daichi Shimbo, MD,
q
George S. Stergiou, MD, PHD,
r
Raymond R. Townsend, MD,
s
Jeff D. Williamson, MD,
t
Jackson T. Wright, JR, MD, PHD,
u
Lawrence J. Appel, MD, MPH,
k
from a 2017 National Heart, Lung, and Blood Institute Working Group
ABSTRACT
The accurate measurement of blood pressure (BP) is essential for the diagnosis and management of hypertension.
Restricted use of mercury devices, increased use of oscillometric devices, discrepancies between clinic and out-of-clinic
BP, and concerns about measurement error with manual BP measurement techniques have resulted in uncertainty for
clinicians and researchers. The National Heart, Lung, and Blood Institute of the U.S. National Institutes of Health
convened a working group of clinicians and researchers in October 2017 to review data on BP assessment among adults in
clinical practice and clinic-based research. In this report, the authors review the topics discussed during a 2-day meeting
including the current state of knowledge on BP assessment in clinical practice and clinic-based research, knowledge
gaps pertaining to current BP assessment methods, research and clinical needs to improve BP assessment, and the
strengths and limitations of using BP obtained in clinical practice for research and quality improvement activities.
(J Am Coll Cardiol 2019;73:31735) © 2019 the American College of Cardiology Foundation. Published by Elsevier.
All rights reserved.
Hypertension affects about 103 million
adults in the United States and over a
billion people worldwide (13). The accu-
rate assessment of arterial blood pressure (BP) levels
is needed for the diagnosis and treatment of hyper-
tension. Researchers rst measured BP in the 1700s,
and by the late 1800s, BP assessment was introduced
into clinical practice (4).However,itwasnotuntilthe
20th century that observational data showed that
higher BP levels were associated with increased car-
diovascular disease (CVD) risk. Subsequently, ran-
domized trials demonstrated that lowering BP from
levels that were previously considered essential
(systolic/diastolic BP up to 210/100 mm Hg) reduced
the risk of CVD and death.
The direct measurement of BP requires an intra-
arterial assessment. In clinical practice and most
clinic-based research studies, BP is estimated using
noninvasive methods. In the current document, we
use the term BP measurement for estimates obtained
through noninvasive means. For much of the 20th
century, BP was assessed through au scultation and the
recognition of Korotkoff sounds, with mercury-based
sphygmomanometer measurements serving as the
reference standard. This noninvasive auscultatory
approach remained the reference standard until the
early 21st century.
More recently, restrictions on the use of mercury
devices, increased availability of oscillometric de-
vices, discrepancies between clinic BP and out-of-
clinic BP, and an increasing recognition of the sus-
ceptibility of BP assessed using the auscultatory
method to measurement error have resulted in
uncertainty for clinicians and researchers. To date,
hypertension treatment guidelines and quality con-
trol metrics have largely relied on BP measured in
the clinic setting. Performance measures, which are
often reported using data captured by electronic
medical records (EMR), have expanded the role of
clinic-based BP. However, different values are often
obtained when BP is measured in the clinic versus
outside of the clinic setting, and it is recommended
that out-of-clinic measurements be obtained to
conrm the presence of hypertension based on
clinic measurements and for the management of
high BP (1,5).
TheNationalHeart,Lung,andBloodInstituteof
theU.S.NationalInstitutesofHealthconveneda
JACC VOL. 73, NO. 3, 2019 Muntner et al.
JANUARY 29, 2019:31735 Blood Pressure Assessment in Adults
319
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working group of clinicians and researchers
in October 2017 to review data on BP assess-
ment in adults in clinical practice and clinic-
based research. BP assessment in children
and adolescents is a complex topic that
merits separate attention. The working group
held a conference that was designed to
complement ongoing American Heart Asso-
ciation (AHA) activities including the 2017
Task Forces Guideline for Prevention,
Detection, Evaluation and Management of
High Blood Pressure in Adults and an update
of the 2005 AHA ScienticStatementonBP
measurement in humans (1,6). This state-
ment presents the discussion and recom-
mendations from the Blood Pressure
Measurement Working Group convened by
the National Heart, Lung, and Blood Insti-
tute, whose aims were to: 1) evaluate the
current state of knowledge on BP assessment
in clinical practice and clinic-based research
for diagnosing hypertension and evaluating response
to antihypertensive treatment; 2) identify knowledge
gaps pertaining to current BP assessment methods; 3)
evaluate research and clinical needs to improve BP
assessment for the aforementioned purposes; and 4)
evaluate the use of BP obtained in clinical practice for
research and quality improvement activities. In
addressing these objectives, the working group
focused on 2 primary topics: 1) how different mea-
surement methods can be integrated into clinic-based
research and routine clinical practice to perform ac-
curate BP assessment; and 2) how the quality of BP
measurements obtained in routine clinical practice
can be improved to provide better patient care and to
be suitable for clinic-based research (Central
Illustration). It is outside the scope of this document
to provide practice guidelines on BP measurement.
BP ASSESSMENT IN AMBULATORY CLINICAL
PRACTICE AND CLINIC-BASED RESEARCH:
CURRENT PRACTICE AND CHALLENGES
CURRENT APPROACHES TO BP MEASUREMENT. In
the clinic setting, BP can be estimated by an observer
listening to Korotkoff sounds with a stethoscope
using the auscultatory approach and a manual
manometer or with an electronic device using the
oscillometric approach. Over the past 40 years,
devices have been developed and validated to
estimate BP outside of the clinic setting through
ambulatory blood pressure monitoring (ABPM) or
self-monitoring. Self-monitored BP has been stud-
ied frequently using measurements taken in the
home (referred to as home blood pressure moni-
toring [HBPM]), but also includes measurements
takeninpublicsettings(e.g.,apharmacyorgrocery
store) using a semiautomated or automated oscil-
lometric device. Automated devices can take mul-
tiple BP readings at set intervals (e.g., 1 min apart)
with a single activation, whereas semiautomated
devices require manual initiation for each individ-
ual BP measurement. Most out-of-clinic BP mea-
surements are obtained using the oscillometric
approach.
BP MEASUREMENT IN THE CLINIC SETTING. BP is
typically assessed in routine clinical practice during
outpatient visits. An initial BP measurement is most
often performed by a medical assistant or nurse who
frequently is also collecting information on other
physical measurements (e.g., height, weight), rele-
vant medical history, and current medications being
taken before the patient is seen by a clinician. A
follow-up BP measurement may be performed by a
clinician to conrm the initial reading. The primary
purposes of measuring BP in routine clinical practice
are to screen for hypertension and hypotension, and
to monitor the response to antihypertensive treat-
ment. There are often time constraints affecting the
accuracy of completed BP measurements in clinical
practice settings. Although contemporary data are
sparse, training in BP measurement, equipment used,
and measurement methods vary widely across clinics,
and nearly always deviate from methods recom-
mended by guidelines.
In clinical trials, the protocol used to measure BP is
often standardized across sites to minimize system-
atic errors and variability. However, protocols often
differ across trials and are not always reported in
detail in publications. Differences in measurement
techniques across clinical trials include the device
employed, the use and duration of a rest period, the
arm used, participant position during measurement,
the presence of ambient noise, conversation with the
participant, whether the measurement is observed
or unobserved, time of day when BP is measured,
trial activities that precede BP assessment, the num-
ber of measurements taken, and the number of mea-
surement occasions (7). BP variability is increased
when measurements do not follow a specicstudy
protocol. As a result, BP readings measured in
different research settings and between research and
routine clinical practice can differ substantially from
what they would be if a standardized protocol had
been used (8).
The auscultatory approach requires good hearing,
extensive training and retraining, and periodic certi-
cation to record the onset and disappearance of the
ABBREVIATIONS
AND ACRONYMS
ABPM =ambulatory blood
pressure monitoring
ACC =American College of
Cardiology
AF =atrial brillation
AHA =American Heart
Association
AOBP =automated ofce
blood pressure
BP =blood pressure
CVD =cardiovascular disease
DBP =diastolic blood pressure
EMR =electronic medical
record
FDA =Food and Drug
Administration
HBPM =home blood pressure
monitoring
SBP =systolic blood pressure
Muntner et al.JACC VOL. 73, NO. 3, 2019
Blood Pressure Assessment in Adults JANUARY 29, 2019:31735
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Korotkoff sounds (9,10).Althoughrarelyused
anymore in clinical and research settings, the mer-
cury sphygmomanometer is still considered the
reference standard device. It remains useful for vali-
dating oscillometric devices (11).Calibratedaneroid
manometers can be considered a substitute for mer-
cury devices (12).However,aneroidmanometersare
easily damaged and require frequent recalibration to
ensure their measurement accuracy (13).
Oscillometric BP devices estimate systolic BP (SBP)
and diastolic BP (DBP) from the mean arterial pres-
sure using a device-specic algorithm and the oscil-
lometric pulse waves detected in the BP cuff,
typically during deation although some devices
assess BP during ination. Each manufacturer of
oscillometric devices incorporates its own undis-
closed proprietary algorithm(s) for estimating SBP
and DBP. Aging and other conditions that affect
CENTRAL ILLUSTRATION Clinic, Home, and Ambulatory Blood Pressure Measurements
Muntner, P. et al. J Am Coll Cardiol. 2019;73(3):31735.
JACC VOL. 73, NO. 3, 2019 Muntner et al.
JANUARY 29, 2019:31735 Blood Pressure Assessment in Adults
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arterial compliance, such as pregnancy, diabetes,
kidney disease, and arrhythmias, may affect the ac-
curacy of these algorithms (14).AnyoscillometricBP
measurement device used in clinical or research set-
tings should have peer-reviewed published docu-
mentation of its rigorous validation with a mercury
device or non-mercury device that meets the ISO
81060-1 requirements for accuracy of a noninvasive
sphygmomanometer (15).Theblack boxnature of
proprietary algorithms used in oscillometric devices
is a limitation (16). Some updated oscillometric de-
vices may be using modied algorithms to estimate
BP, and validation studies are not always performed
to conrm their accuracy. Even after devices have
been validated, they still need to be used in a stan-
dardized manner. This includes correctly positioning
the patient, having the BP cuff at heart level on a bare
upper arm, using an appropriate size and correctly
tting BP cuff, and having the patient rest before the
rst measurement and between repeat measurements
(Table 1).
In the clinic setting, several oscillometric devices
that take multiple BP measurements automatically,
at set intervals, are available. These automated ofce
blood pressure (AOBP) devices can measure BP
with or without an observer present (17).Some
studies have suggested that BP measured with staff
present (attended BP assessment) result in higher
readings than those obtained with staff absent dur-
ing measurement (unattended AOBP). In a pooled
analysis of 8,558 adults, the mean clinic BP was
10/7 mm Hg higher when recorded by a provider
in clinical practice using the auscultatory method
with a mercury sphygmomanometer versus with
unattended AOBP (1824). In 2017, the Hypertension
Canada guideline recommended unattended AOBP as
TABLE 1 Key Steps and Instructions for the Proper Measurement of Clinic BP
Key Steps for Proper BP Measurements Specic Instructions
Step 1: Properly prepare the patient 1. T he pati ent sh ould av oid caffein e, exer cise , and smo king f or at lea st 30 min befor e the measure ment p roced ure
begins.
2. Ensure the patient has emptied his/her bladder.
3. Neither the patient nor the observer should talk during the rest period or during the measurement.
4. Remove clothing covering the location of cuff placement. Be sure to avoid rolling up sleeves; this may cause a
(partial) tourniquet effect.
5. Measurements made while the patient is sitting or lying on an examining table do not fulll these criteria.
Step 2: Use proper technique for
BP measurements
1. Use a BP measurement device that has been validated, and ensure that the device is calibrated at recommended
intervals.
2. Obtain the patients mid-arm circumference. For more details on how to accurately obtain mid-arm circumference,
see the Anthropometry Procedures Manual on the NHANES website.
3. Record the mid-arm circumference for future use.
4. Support the patients arm (e.g., resting on a desk).
5. Position the middle of the cuff on the patients upper arm at the level of the right atrium (the midpoint of the
sternum).
6. Use the correct cuff size, such that the bladder encircles 75% to 100% of the arm and a width that is 37% to 50% of
the arm circumference.
7. Once the patient is prepared, have him/her relax, sitting in a chair with their fee t at on the oor and back supported.
The patient should be seated for 5 min without talking or moving around before recording the rst BP reading.
A shorter wait period is used for some AOBP devices.
8. Either the stethoscope diaphragm or bell may be used for auscultatory readings.
Step 3: Take the proper measurements
needed for diagnosis and treatment of
elevated BP/hypertension
1. At the rst visit, record BP in both arms. Use the arm that gives the higher reading for subsequent readings if there is
a consistently higher level (e.g., $10 mm Hg) in one arm versus the other.
2. Separate repeated measurements by 1 to 2 min.
3. For auscultatory determinations, use a palpated estimate of radial pulse obliteration pressure to estimate SBP.
Inate the cuff 20 to 30 mm Hg above this level for an auscultatory determination of the BP level.
4. For auscultatory determinations, place the head of the stethoscope over the brachial artery.
5. For oscillometric devices, position the center of the blood pressure cuff over the upper arm brachial ar tery at least
1inch above the crease of the elbow.
6. For auscultatory readings, deate the cuff pressure 2 mm Hg/s, and listen for Korotkoff sounds.
7. Staff retraining required at 6-month intervals.
Step 4: Properly document accurate BP readings 1. R ecord SBP and D BP. If us ing the a uscul tato ry tech niqu e, reco rd SBP as o nset of the rstofatleast2consecutive
beats and the last audible sound as DBP, Korotkoff phases 1 and 5, respectively. In case that the sounds are audible at
full deation or until very low DBP levels (<40 mm Hg), then Korotkof f phase 4 (mufing of sounds) should be
recorded and reported for DBP.
2. If using the auscultatory approach, record SBP and DBP to the nearest even number.
3. Note the time of most recent BP medication taken before measurements.
Step 5: Average the readings Use an average of $2 readings obtained on $2 occasions to estimate the individuals level of BP.
Step 6: Provide BP readings to patient Provide patients their SBP/DBP readings both verbally and in writing. Information to help patients interpret their BP values
should also be provided.
Adapted with permission from Mancia et al. (45), Pickering et al. (6), Weir et al. (131), and Whelton et al. (1).
AOBP ¼automated ofce blood pressure; BP ¼blood pressure; DBP ¼diastolic blood pressure; NHANES ¼National Health and Nutrition Examination Survey; SBP ¼systolic blood pressure.
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the preferred method of clinic BP measurement (25).
Unattended and attended BP measurements should
ideally be compared using the same device. In ran-
domized studies comparing unobserved and
observed AOBP using the same device, the difference
in BP using these 2 approaches has been small
(26,27). Also, a secondary analysis of the Systolic
Blood Pressure Intervention Trial found no differ-
ence in BP levels measured in clinical sites that had
staff present versus absent during BP measurement
(28). These data suggest that no differences in BP
may be present when assessed using attended versus
unattended AOBP as long as a BP measurement
protocol is rigorously followed and an oscillometric
device is used. However, as these protocols are rarely
followed in routine clinical practice, unattended
AOBP may be useful to minimize the occurrence of
protocol violations (e.g., talking during the BP mea-
surement, insufcient amount of rest before and
between BP measurements).
BP MEASUREMENT OUTSIDE OF THE CLINIC
SETTING. ABPM and HBPM are used to obtain BP
measurements outside of medical settings, without a
health care provider, researcher, or observer present.
Typically, more BP readings are obtained with ABPM
and HBPM than with clinic measurements (29).Both
ABPM and HBPM are typically used to assess average
BP outside of the clinic, which enables the identi-
cation of mismatches between clinic hypertension
and out-of-clinic hypertension including white coat
hypertension and masked hypertension (dened later
in the text) (30). An important difference between
ABPM and HBPM is that ABPM assesses daytime and
nighttime BP typically over one 24-h period while a
person goes about their routine daily activities. By
contrast, HBPM typically assesses BP during the day,
usually in the morning and early evening, over a
period of days to weeks while the person is seated
and resting, but typically not during sleep (30).
ABPMandHBPMshouldnotbeconsideredinter-
changeable, because there is only moderate agree-
ment between daytime values on ABPM and home BP
on HBPM (31,32). Until recently, HBPM could not
obtain BP readings during sleep, preventing the
determination of diurnal BP patterns. However,
HBPM devices that can assess BP during sleep, typi-
cally 3 measurements at 1-h intervals, have recently
become available (33). There is currently insufcient
evidence to decisively determine whether BP
measured using ABPM or HBPM has a stronger asso-
ciation with risk for CVD events, although there are
more data linking out-of-clinic BP on ABPM to CVD
events (34). The selection of ABPM or HBPM may
depend on the application. In clinical practice, ABPM
may be most useful in identifying white coat, masked
hypertension, or nocturnal hypertension because
multiple readings are taken throughout the day.
HBPM may be more useful to monitor BP for patients
taking antihypertensive medication because it can be
used over prolonged periods of time. More data are
needed on the use of HBPM devices to identify white
coat and masked hypertension, phenotypes that are
described later in the text.
Oscillometric devices, often located in a booth or
kiosk in pharmacies, grocery stores, tness facilities,
or other locations, offer a convenient way to check
BP. These devices may be congured to allow BP data
to be directly transmitted to health care providers or
to an EMR, which can then be used to help manage BP
control. Although scarce evidence exists, there are
some data suggesting that BP obtained in public set-
tings may be similar to daytime ABPM (35).However,
caution is needed. Many devices in public settings
utilize a single-size cuff that is considered too small
(<33 cm) for the arm circumferences of many adults.
Most of these devices have not undergone a valida-
tion study, or manufacturers have declined to share
validation data when queried (36).Thedevicesare
frequently located in noisy, high-trafcareas,which
FIGURE 1 BP Phenotypes Dened by Combinations of Clinic and Out-of-Clinic BP
Sustained
Hypertension
Normotension
Hypertension based on:
Out-of-clinic Blood Pressure
Hypertension* based on:
Clinic Blood Pressure
No Yes
No
Yes
Masked Hypertension
White Coat
Hypertension
*$130/80 mm Hg is the threshold for clinic blood pressure (BP) recommended in
the 2017 American College of Cardiology/American Heart Association guideline
($140/90 mm Hg was the threshold for clinic blood pressure used in Seventh Report of
the Joint National Committee on Prevention, Detection, Evaluation, and Treatment of
High Blood Pressure [JNC 7]). $130/80 mm Hg is the threshold for awake and home
blood pressure recommended in the 2017 American College of Cardiology/American
Heart Association guideline ($135/85 mm Hg was the threshold for awake blood pressure
used in JNC 7). Some guidelines also recommend considering 24-h and asleep blood
pressure. The terms listed in the gure refer to untreated individuals. Among
individuals taking antihypertensive medication, the corresponding terms are:
white coat hypertensionwhite coat effect; masked hypertensionmasked uncontrolled
hypertension; sustained hypertensionuncontrolled hypertension; and
normotensioncontrolled hypertension.
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are not conducive to obtaining an accurate resting BP
measurement. In addition, there are no data showing
the association of BP measured in a booth or kiosk
andCVDrisk.Furthermore,thresholdsforwhat
should be considered a normal BP level have not been
determined for this setting. When BP values from
measurements in a kiosk are available, it is important
that the device has undergone validation and is
located in a quiet setting. An alternative approach is
having pharmacists measure BP. There are some data
suggesting pharmacist-measured BP aligns with
awake BP on ABPM (37).
Despite recommendations from the United States
Preventive Services Task Force and American College
of Cardiology (ACC)/AHA to assess out-of-clinic BP to
identify white coat and masked hypertension, out-of-
clinic BP is rarely obtained before a hypertension
diagnosis is made in the United States (1,5).Ina
qualitativeresearchstudyconductedwithprimary
care providers in Alabama and New York, cost, time
requirements, lack of infrastructure including access
to BP monitoring devices, and low reimbursement
were reported as major barriers to performing ABPM
(38). In contrast to ABPM, barriers preventing the
more widespread use of HBPM relate to providers
concerns that patients will not measure their BP
correctly and that patients will become preoccupied
with their BP (39,40). Device affordability may be a
barrier for conducting HBPM in some populations.
Also, health care providers may lack condence
in their own skills and knowledge to interpret out-
of-clinic BP assessments from ABPM and HBPM (38).
The successful incorporation of ABPM and HBPM
into clinical practice may require additional equip-
ment, staff training, and time in conducting and un-
derstanding what constitutes satisfactory recordings.
Additionally, knowledge about which devices are
validated and how to interpret out-of-clinic BP read-
ings and incorporate out-of-clinic BP into clinical
decision making is needed (30). Currently, there
are no core clinical competencies for conducting
out-of-clinic BP assessment (30). Before undergoing
ABPM, patients should be instructed on proper posi-
tioning and anticipating potential mild discomfort
and disturbance of sleep associated with cuff ination
and deation while BP is being measured, to prevent
removal of the ABPM device and cuff (30,41).For
HBPM, patients should be instructed on proper posi-
tioning, where and when to measure their BP, and
how to interpret the results.
Software for downloading BP readings from ABPM
is included with each device and typically generates
reports that include mean daytime, nighttime, and
24-h values as well as daytime-to-nighttime BP ratio.
In addition to PC-based software, some HBPM device
manufacturers have developed mobile app and
Internet-based software that automatically stores BP
readings, making it possible for patients to share
HBPM data with their health care providers and to
prevent misreporting of self-measurements. Ideally,
individual ABPM and HBPM readings can be entered
into structured elds of EMRs, using automated data
transfer processes; such data could be useful for
quality measures and to generate summary statis-
tics, including average BP over time. Currently, few
providers and patients have access to these
resources.
WHITE COAT HYPERTENSION AND MASKED
HYPERTENSION. The difference between clinic and
out-of-clinic BP measurements is often substantial
(4244). Thus, there are individuals who meet the
criteria for hypertension based on their clinic BP, but
not based on their out-of-clinic BP, and vice versa.
This results in 4 BP phenotypes dened by
the possible combinations of hypertensive/non-
hypertensive clinic BP and hypertensive/non-
hypertensive out-of-clinic BP: 1) normotension; 2)
white coat hypertension; 3) masked hypertension;
and 4) sustained hypertension (Figure 1). European
guidelines have suggested dening white coat and
masked hypertension using mean out-of-clinic
awake, sleep, or 24-h BP (45).Specically, it is sug-
gested to dene white coat hypertension as BP in the
hypertension range when measured in the clinic, but
mean awake, asleep, and 24-h BP not in the hyper-
tension range. Analogously, masked hypertension is
dened by BP not in the hypertension range when
measured in the clinic but mean awake, asleep, or
24-h BP in the hypertension range.
In a New York metropolitan area community sam-
ple (N ¼888) not taking antihypertensive medication,
the prevalence of white coat hypertension among
those with clinic SBP $140 mm Hg or DBP $90 mm Hg
was 19.1%, whereas the prevalence of masked hy-
pertension among those with clinic SBP <140 mm Hg
and DBP <90 mm Hg was 15.7% (42).IntheJackson
Heart Study, a cohort comprised exclusively of Afri-
can Americans, the prevalence of white coat hyper-
tension and masked hypertension among those not
taking antihypertensive medication was 30.2% and
25.4%, respectively (46).
When compared with normotension, masked
hypertension has been associated with a 2 times
higher risk for CVD (47,48).Insomestudies,therisk
for CVD has been reported to be similar for
individuals with masked hypertension and sustained
hypertension (48,49). It is unclear whether white
coat hypertension is associated with a substantially
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increased risk for CVD compared with normotension
(50,51).However,itshouldberecognizedthata
high proportion of participants with white coat
hypertension in prior studies may have initiated
antihypertensive medication during follow-up, which
would have resulted in a lower CVD risk compared
with what might have been identied had they
remained untreated. Also, the incidence of sustained
hypertension is substantially higher for adults with
white coat hypertension versus normotension
(52,53).
Theprevalenceofwhitecoathypertensionis
higher in those who are older, female, and have lower
BMI, and the prevalence of masked hypertension is
higher in those who are older, male, have a higher
BMI, have reduced kidney function, and are smokers
(5456). The strongest predictors of white coat
hypertensionandmaskedhypertensionareclinicSBP
and DBP, with the probability being highest when
clinic BP is close to the threshold used for dening
hypertension. Similar to BP measured in the clinic,
the accuracy and reproducibility of out-of-clinic BP
improves as the number of readings being averaged
increases (57). However, the marginal benetofeach
additional reading decreases as the total number
of readings increases. The concern with diagnostic
accuracy and reproducibility is compounded when
using out-of-clinic BP in conjunction with clinic BP.
Several studies have shown that diagnoses of white
coat hypertension or masked hypertension are only
moderately reproducible (58,59).
EMERGING ALTERNATIVE APPROACHES TO BP
ASSESSMENT IN AMBULATORY CLINICAL SETT INGS.
The explosion in iPhone and Android apps has made
its way into the BP measurement arena. A number of
apps measure BP directly, whereas others allow for
readings to be manually entered for storage (60,61).
Many apps use a combination of nger plethysmog-
raphy and pulse transit time calculations to estimate
BP (62). Few rigorous studies assessing the validity of
theseappshavebeenconducted.Onestudyshowed
poor performance for one of these apps (63).TheU.S.
Food and Drug Administration (FDA) only oversees
some forms of mobile health technology, and there
are insufcient validation data and no outcome data
supporting their use. The U.S. FDA oversees mobile
health technology that is used to diagnose and treat
disease. Noninvasive BP monitors are considered
moderate-risk medical devices that must be cleared
by the FDA. However, these devices, including mobile
apps that measure BP, are only required to show
substantial equivalenceto another device that has
been cleared by the FDA. There have been calls for
laws requiring studies that demonstrate sufcient
accuracy for new BP monitors.
Other wearabledevices use a calibrated radial
pulsewaveformtoestimateBPandcandosoover
extended periods of time. Some devices appear to
maintain calibration and be accurate for at least 24 h
and, thus, have been suggested as a surrogate for
ABPM in some populations (64). An additional chal-
lenge is to ensure that measurements are obtained
with the device at heart level; otherwise measured BP
values will tend to under- or overestimate actual BP
depending on whether the wrist is above or below
heart level, respectively.
STATISTICAL CONSIDERATIONS. The diagnosis of
hypertension and evaluation of response to treatment
require accurate assessment of BP to prevent under-
or overtreatment. BP varies both within and between
visits. Although both sources of variability are
important to recognize, variability is greater between
versus within visits, and the precision of observed
mean BP depends on the number of visits and the
number of measurements per visit (65). For example,
in one study with 1 research-grade measurement
obtained at a single visit, the standard errors of SBP
and DBP were approximately 7.0 and 6.0 mm Hg,
respectively, whereas 3 measurements at 2 visits
resulted in standard errors of 3.7 and 3.2 mm Hg,
respectively (Online Table 1). BP measurements
in routine clinic practice probably have larger
standard errors. Hypertension screening algorithms
can be determined on the basis of a function of
between-person and within-person variability, and
2 or more BP measurements on 2 or more occasions is
required to accurately screen adults for high BP in the
clinic (65,66). Similar approaches can be used to
assess the response to treatment and require 2 or
more pre- and post-treatment visits and a change of
5to7mmHginDBPtobe80%condent that true
change has occurred (67).
SPECIAL POPULATIONS AND CLINICAL ISSUES.
Older adults. Because of its high prevalence in older
adults, hypertension is a leading cause of preventable
morbidity, mortality, and premature disability and
institutionalization in this population (6871).
Although mean SBP increases at older ages, the
standard deviation of SBP and DBP is not substan-
tially different when compared with younger persons
with similar levels of BP (72). Additionally, in a recent
meta-analysis, older age was not associated with the
difference in BP when measured intra-arterially and
noninvasively with a BP cuff (73). However, as in all
ages, there is a subset of older adults in whom the
accurate measurement of BP is challenging due to the
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presence of comorbidity, aging-related cardiovascu-
lar changes, arrhythmia, and polypharmacy (74).For
example, some older adults have noncompressible
arteries, which may make BP readings inaccurate (75).
Additionally, an auscultatory gap might be present
among older adults (76). The 2018 AAMI-ESH-ISO
universal standard for the validation of BP monitors
does not consider older adults a special population
warranting a distinct validation of oscillometric BP
monitors (15).
Orthostatic hypotension. Orthostatic hypotension
is a risk factor for falls, syncope, CVD, stroke, and
death (7782). The prevalence of orthostatic hypo-
tension increases with age, and is more common
among patients with uncontrolled hypertension
(79,83). Although it is recommended that orthostatic
hypotensionbeassessedinpatientswithahistoryof
falls or postural dizziness, it has unclear utility in
guiding BP management (84,85). Recent clinical trials
have shown that lower versus higher BP goals may
not increase the risk for having orthostatic hypoten-
sion, and that there is only modest overlap between
measured orthostatic hypotension and symptoms of
dizziness or lightheadedness on standing (8688).
However, methodologic limitations may be respon-
sible for these null ndings.First,multipleprotocols
exist for performing orthostatic hypotension assess-
ments (e.g., seated vs. supine vs. tilt-table) (89).
Second, there is substantial heterogeneity in guide-
lines as to when orthostatic hypotension should be
assessed, ranging from within 1 min to after 3 min of
standing (25,45,90), and BP measurements performed
sooner after rising appear to be stronger predictors of
long-term risk for adverse outcomes, including falls
(80,9194). Third, current cutpoints used to dene
orthostatic hypotension on the basis of change in SBP
or DBP (i.e., a drop of 20 mm Hg in SBP or a drop of
10 mm Hg in DBP) do not reect natural thresholds of
risk, are insensitive for orthostatic symptoms, and
may perform poorly among adults with hypertension
(81,85).Otherdenitions of orthostatic hypotension
have been proposed for patients with hypertension
(e.g., a change in SBP of >30 mm Hg or a standing
SBP <90 mm Hg) (95). However, it is possible that
orthostatic symptoms are more important for long-
term outcomes than protocol-based changes in BP
upon standing.
Obesity. TheprevalenceofobesityinU.S.adultshas
increased substantially in recent years (96).The
measurement of BP in obese adults, including those
who are morbidly obese, is an increasingly common
challenge (97). Obesity with its associated increase in
arm circumference requires use of larger BP cuffs
(98). Selecting an appropriately sized cuff is a key
component for obtaining valid BP measurements. An
extra-large cuff or thigh cuffhas been shown to
provide accurate BP measurements in obese adults.
However, there are few studies comparing BP mea-
surement approaches using extra-large cuffs with
direct intra-arterial measurements, and the 2018
AAMI/ESH/ISO device validation review recommends
a separate validation be performed on individuals
with an arm circumference >42 cm (15). A challenge
encountered with using larger cuffs is that large arm
shapes are often conic. Some extra-large cuffs are
available with a conic shape for these situations.
When a sufciently large cuff is not available to
obtain BP measurements in the brachial artery, a
properly used validated wrist device held at the level
of the heart may be more accurate than measure-
ments taken at the brachial artery (99).
Atrial brillation. Atrial brillation (AF) is a com-
mon arrhythmia that complicates the measurement
of BP (100). There are no accepted noninvasive
approaches for determining BP in AF, and the accu-
racy of the auscultatory method, which, as
mentioned earlier in the text, is the reference for
validating BP monitors, is unknown within this
population. Interobserver and intraobserver varia-
tion for measuring BP is higher in AF than in sinus
rhythm (101). However, BP may be reasonably accu-
rate in patients with AF if 3 or more readings are
obtained (102). A meta-analysis of validation studies
of automated (mostly oscillometric) BP monitors in
AF showed no difference in SBP compared with
TABLE 2 Key Components of BP Measurement That Should Be Documented in the EMR
Component Rationale/Notes/Necessary for:
Date/time Allows for assessment of trends and diurnal
variation
Location (emergency department,
clinic, hospital ward, and so on)
Clinical interpretation
Staff member Quality control including the monitoring
of digit preference
Position (supine, seated, standing) Clinical interpretation
Site of cuff placement
(right/left side, arm/leg)
Clinical interpretation
Duration of quiet rest before the rst
measurement and between readings
Quality control/monitoring protocol adherence
Mid-arm circumference and cuff
size used
Quality control
Device utilized Quality control
Individual BP levels As opposed to just entering average of 2 or 3 BP
measurements. Allows for assessment of
variability and quality control/monitoring
protocol adherence (>1 BP measured).
BP levels in both arms Determine which arm is appropriate for future
measurements (arm with the higher BP should
be used)
Pain level Clinical interpretation
BP ¼blood pressure; EMR ¼electronic medical record.
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manual auscultatory measurements but a small, yet
consistent, overestimation of DBP (103). This over-
estimation of DBP may be less important because
most people with AF are older, a population wherein
SBP has more prognostic importance (100).ABPMis
feasible in AF, with similar reliability as in sinus
rhythm (104). Preliminary evidence suggests that for
patients with AF both auscultatory and oscillometric
BP measurements are clinically relevant, because
they show similar associations with intra-arterial
measurements and preclinical organ damage indices
(102,105,106). Other arrhythmias, such as frequent
premature atrial and ventricular contractions, may
also affect the accuracy of oscillometric BP mea-
surements, but evidence is sparse.
Pregnancy. Due to hemodynamic changes and
edema that often accompany pregnancy and compli-
cations including preeclampsia, oscillometric devices
that are accurate in the general adult population may
not be accurate in pregnant women, and it is recom-
mended that these devices be separately tested for
accuracy in this population (107). A systematic review
of validation studies of clinic, ABPM, and HBPM de-
vices in pregnant women found 61% of devices spe-
cically evaluated for use in pregnancy, including
preeclampsia, met the validation criteria (108).How-
ever, only 34% of the studies wherein the device met
the validation criteria were performed without any
protocol violations (108). Current recommendations
for the use of HBPM in pregnancy include at least
weekly home measurements in women with gesta-
tional hypertension, and its use is also suggested for
women with chronic hypertension and poorly
controlled BP. The only recommendation for the use
of ABPM in pregnancy is to rule out a diagnosis of
suspected white coat hypertension before initiating
antihypertensive medication (109).Althoughdataare
limited, approximately 30% of high-risk pregnant
women have been reported to have masked hyper-
tensiononABPM(110,111).
PROS AND CONS OF USING BP
MEASUREMENTS OBTAINED IN ROUTINE
CLINICAL PRACTICE FOR RESEARCH
The advantage of using BP measurements obtained in
clinical practice for research is that over time, pa-
tients tend to have a large number of visits with BP
readings, improving precision, and potentially
reducing or even eliminating the need for research
visits. Additionally, measurements obtained in clin-
ical practice represent those used for management
and decision making, and are the basis for perfor-
mance measures. Because BP is routinely measured at
many encounters, especially in people with elevated
BP or hypertension, the number and frequency
of measurements may exceed those in research
protocols. However, major concerns with using BP
measurements obtained in clinical practice for
research are the lack of standardization and the
questionable accuracy of clinic BP measurements,
with the potential for both systematic and random
errors. Furthermore, unless BP measurements,
TABLE 3 Sources of Inaccuracy in the Measurement of BP in the Clinic Setting
Potential Source of Inaccuracy Effect on SBP Effect on DBP
Before measurement
Acute meal ingestion, mm Hg 65to1.9
Acute alcohol consumption, mm Hg 23.6 to þ24 14 to þ16
Acute caffeine consumption, mm Hg þ3toþ14 þ2.1 to þ13
Acute nicotine use or exposure, mm Hg þ2.8 to þ25 þ2toþ18
Bladder distension, mm Hg þ4.2 to þ33 þ2.8 to þ18.5
Cold exposure, mm Hg þ5toþ32 þ4toþ23
Insufcient rest period, mm Hg þ4.2 to þ11.6 þ1.8 to þ4.3
Device
Device not calibrated 0% to 70%
>3mmHg*
0% to 70%
>3mmHg*
Patient positioning
Standing versus sitting, mm Hg 2.9 to þ5.0 þ7
Supine versus sitting, mm Hg 10.7 to þ9.5 13.4 to þ6.4
Legs crossed at the knee, mm Hg þ2.5 to þ14.9 þ1.4 to þ10.8
Unsupported back, mm Hg Not signicant effects þ6.5
Unsupported arm, mm Hg þ4.9 þ2.7 to þ4.8
Arm lower than heart level, mm Hg þ3.7 to þ23 þ2.8 to þ12
Attaching the device to the person
Paretic arm, mm Hg þ2þ5
Too small cuff size, mm Hg þ2.1 to þ11.2 þ1.6 to þ6.6
Too large cuff size, mm Hg 3.7 to 1.5 4.7 to 1.0
Cuff placed over clothing, mm Hg Not signicant effects Not signicant effects
Stethoscope placed under cuff, mm Hg þ1.0 to þ3.1 10.6 to 3.5
Taking the measurement
White coat effect, mm Hg 12.7 to þ26.7 8.2 to þ21
Talking during the measurement, mm Hg þ4toþ19 þ5toþ14.3
Use of stethoscope bell vs.
diaphragm, mm Hg
3.8 to 1.5 1.6
Excessive pressure on stethoscope
head, mm Hg
Not signicant effects 15 to 9
Fast cuff deation, mm Hg 9to2.6 þ2.1 to þ6.3
Observer hearing decit, mm Hg 1.6 to 0.1 þ1.1 to þ4.3
Recording Korotkoff phase IV versus V
for DBP, mm Hg
Not applicable þ12.5
Short interval between
measurements, mm Hg
Not signicant effects Not signicant effects
Interpreting the measurement
Reliance on a single measurement, mm Hg þ3.3 to þ10.4 2.4 to þ0.6
Inter-arm differences, mm Hg 3.3 to 6.32.7 to 5.1
Terminal digit preference 1% to 79% over-
representation of
terminal of 0
3% to 79% over-
representation of
terminal of 0
*Depending on type of device used (mercury, aneroid or automated). Values could be too low or too high
depending on the arm used. Adapted from Kallioinen N, Hill A, Horswill M, Ward SE, Watson MO. Sources of
inaccuracy in the measurement of adult patientsresting blood pressure in clinical settings: a systematic review. J
Hypertens 2017;35:42141. Full results from the systematic review can be found in this paper.
Abbreviations as in Table 1.
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including out-of-clinic readings, are recorded in an
EMR, it may be impractical to extract them.
It is commonly believed that research-quality BP
measurements are lower than the same individuals
BP measurements in the routine practice setting.
However,thepressuretoscorewellonqualitymea-
sures may increase the likelihood of bias in the
opposite direction (112,113). In MESA (Multi-Ethnic
Study of Atherosclerosis), a large prospective obser-
vational study, research-grade SBP measurements
were on average 6.3 mm Hg lower than the most
proximal clinic measurement, before or after the
study visit, recorded in the EMR (114). This study
highlights the high likelihood for misclassication of
hypertension status of patients in settings without
the use of standardized BP measurement protocols
and validated devices. However, the association
between routine clinic and research BP may not be
consistent across sites and may be modied by
patient characteristics such as age, sex, race, and
comorbidities. A standardized BP measurement pro-
tocol including the use of an oscillometric device,
training of medical assistants, and monitoring
compliance with BP protocols has shown promise in
reducing systematic measurement errors (115).Also,
when BP measurement in clinical practice is per-
formed using established protocols and validated
automated equipment, it may be acceptable for
research purposes and yield similar conclusions as
measurements obtained in research settings.
In clinical trials aimed at reducing BP, the statisti-
cal power to detect a between-group difference in BP
change depends on 2 factors: the number of partici-
pants in each group and the standard deviation of the
change in BP (SD
D
BP
). The SD
D
BP
can be reduced by
averaging multiple readings taken over multiple
visits for both the pre-intervention and post-
intervention BP assessments. Using BP measure-
ments from routine clinic visits, where BP from more
visits are available, would result in a smaller SD
D
BP
and, therefore, a smaller sample size required for a
clinical trial. However, increasing the number of
measurements obtained will not overcome intra-
person variability introduced by an inconsistent
technique in how BP is measured and by concurrent
clinical factors (e.g., acute medical conditions) that
may be present when BP is measured in routine
clinical practice. ABPM and HBPM are alternative
approaches that provide many BP measurements.
EMERGING APPROACHES TO OBTAINING BP
MEASUREMENTS FOR CLINICAL PRACTICE
ANDCLINIC-BASEDRESEARCH
The availability of accurate and relatively inexpen-
sive oscillometric devices that measure BP and
transmit data wirelessly represents an emerging
approach to BP assessment. Data may be transmitted
from a device located in a clinic or out-of-clinic
setting to a wireless hub or smartphone, and from
there to a secure server. BP data may also be trans-
mitted to an EMR, provided appropriate security
procedures are in place, where it can then be used for
clinical care and research purposes. The development
of common data models has made it possible to pool
BP and other clinical data from different research
organizations. Databases that include BP measure-
ments, diagnosis codes, and pharmacy data may be
used to characterize the hypertension status of large
populations and to create virtual registries. EMRs are
likely to be used increasingly in observational studies
and in trials for recruitment, delivery of in-
terventions, and outcome ascertainment. These data
willbegreatlyenhancedbystandardizationoftheBP
measurement method and the use of validated
devices.
TABLE 4 Recommendations That Constitute a Minimum Standard for Clinical and
Epidemiological Research
Observer training and testing
Indicate number of observers trained and their background (e.g., physician, nurse, and
so on).
All staff who directly assess BP or train others in BP measurement should be trained
and tested as part of quality control for research. They should also have experience
conducting BP measurement on a routine basis.
If auscultatory BP assessment used, training and testing for technique and accuracy
using double-head stethoscope is recommended.
Observer measurement competency testing should occur at least every 6 months
throughout duratio n of a study, including assessment for measurement bias.
Retraining should be performed whenever deciencies are found.
The BP measurement protocol should be provided in sufcientdetailsothatitcanbe
duplicated by others.
Measurement conditions should be clearly dened (e.g., location, position, resting
period, and so on) (119).
BP measurement devices
BP devices should be assessed for calibration at the start, every 6 months, and end of
a study (at a minimum). Date of calibration, and when next calibration is due should be
clearly marked on the device. More frequent calibration is warranted for aneroid
devices.
Data should be assessed and reported for terminal digit prefere nce.
When using the oscillometric approach, only devices that have passed accepted na-
tional or international validation protocols should be used (with references provided).
For each cuff size used, specify the bladder dimensions and range of acceptable arm
circumferences.
Only upper-arm cuffs are recommended.
BP assessment
Multiple readings should be taken and averaged at each assessment.
Multiple visits with BP assessments are preferred at baseline and during an inter-
vention follow-up.
The addition of out-of-clinic BP (ABPM or HBPM) to those measured only in research/
clinical settings is preferred.
For out-of-clinic assessments, ABPM is preferred over HBPM unless both methods can
be used.
ABPM ¼ambulatory blood pressure monitoring; BP ¼blood pressure; HBPM ¼home blood pressure monitoring.
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OPTIMIZATION OF MEASUREMENTS IN
CLINICAL PRACTICE AND IN
CLINIC-BASED RESEARCH STUDIES
KEY PRINCIPLES. Key aspects of the measurement
process include time of day, the staff member who
prepared the participant and measured BP, location
(emergency room, clinic, hospital, and so on), posi-
tion (lying, seated, standing), site of cuff placement
(right/left side, arm/leg), cuff size, and the specicBP
device used. All BPs should be recorded in the EMR in
structured data elds as individual measurements
rather than the average in order to facilitate moni-
toring of adherence to protocols that call for 2 or more
BP measurements at each visit and for the purpose of
using the data for ongoing clinical care and research.
To avoid recording errors, BP values from the clinic,
HBPM, or ABPM should be directly transferred from
the device to the EMR, whenever possible. If the
average BP is recorded without notation, it is difcult
to determine whether the appropriate number of BP
measurements was obtained. Documentation of BPs
in the EMR should include key components of the
measurement process, listed in the preceding text,
along with the actual BP values (Table 2).
TRAINING AND QUALITY CONTROL. Clinical
practice. Recommendations for standardization of
BP assessment have not changed substantially from
JNC7 in 2003 (116) and the 2005 AHA Scientic
Statement on BP measurement (6) to the 2017 ACC/
AHA BP guideline (1). However, a standardized
approach is rarely followed in clinical practice (6,117).
Increasingly, guidelines recommend use of validated
upper-arm oscillometric devices in place of auscul-
tation (25,45), which can reduce human error and
bias, but does not eliminate many of the factors that
contribute to inaccurate measurements and the need
for trained observers (Table 3)(118).
The technician or health care provider remains the
most important component of accurate and reliable
BP measurement, and standardization of training,
retraining, and certication at regular intervals are
recommended for everyone who measures BP (6,117).
Although training may occur in ambulatory settings
for clinical staff, physicians are not typically trained
or tested in BP measurement accuracy after medical
school. Although they may not be the primary person
conducting BP measurements, physicians routinely
conrm abnormal BP readings obtained in examina-
tion rooms, often using auscultation, the most tech-
nically demanding method of BP measurement.
These manual backup BP readings are likely to be
inaccurate in the absence of using a calibrated device,
selection of an appropriately sized cuff, and regular
retraining (117). After initial training, auscultatory
skills decline rapidly without regular retraining and
accuracy testing (117). Also, although guidelines
recommend averaging BP within and across visits,
informal polling of clinicians has found this is rarely
done (1). Using AOBP devices may facilitate obtaining
the average of multiple measurements during a visit.
However, devices that provide individual readings, in
addition to an average, should be used.
Research studies. In research studies, rigorous
standardized protocols for measurement are needed
to ensure the comparability and accuracy of BP as-
sessments because of measurement error and physi-
ological BP variability (119,120). TRUE (inTernational
consoRtium for qUality resEarch) was formed in 2015
to make recommendations to improve the quality of
research BP assessment (121).Table 4 summarizes
recommendations that constitute a minimum stan-
dard for clinical and epidemiological research.
REGULATORY APPROACHES AND PARTNERSHIPS.
To date, efforts to improve the quality of BP mea-
surements have focused on educating health care
providers at an early stage of their career and on
minimizing manual aspects of measurements (e.g., by
using automated devices). Although contemporary
evidence is sparse, prior studies have repeatedly
documented poor quality of measurements as
evidenced by digit preference and excess BP vari-
ability (122,123). Promulgation of recent guidelines is
unlikely to be effective in improving BP measurement
techniques, given prior lack of benetwhenprevious
guidance has been published. In this context, a case
can be made for regulatory and accreditation bodies,
such as The Joint Commission: Accreditation, Health
Care, CerticationandNationalCommitteefor
Quality Assurance, to develop and monitor basic
standards for BP measurement, similar to those
implemented in clinical research (124).Suchstan-
dards could include requiring the use of validated
devices, establishing criteria to assure continued
device calibration, using appropriately sized cuffs,
and training and retraining technicians and providers
on key features of BP measurement. These re-
quirements would reinforce the importance of accu-
racy in the measurement of BP.
An approach to ensure BP measurement proced-
ures are followed will likely require collaboration
between policymakers, insurers, health care systems,
EMR vendors, device manufacturers, and profes-
sional organizations (American Academy of Family
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Physicians, ACC, American College of Physicians,
AHA, American Medical Association, and others).
Agencies such as the Centers for Medicare and
Medicaid Services provide incentives to health care
plans/organizations for meeting quality metrics,
including the percentage of the population with hy-
pertension who have controlled BP. Currently, how-
ever, BP control is determined using only a single BP
measurement or the lowest SBP or DBP of 2 or more
measurements taken on the same day, rather than
averaging at least 2 BP measurements on 2 or more
occasions, as is recommended in clinical practice
guidelines. Also, the United States Preventive Ser-
vices Task Force and ACC/AHA guidelines recom-
mend out-of-clinic BP measurement to conrm the
diagnosis of hypertension (1,5). No quality assurance
metrics guide the appropriate measurement of BP,
and little reimbursement supports the clinical pro-
cedure of BP assessment, whether in-clinic or out-of-
clinic, despite the potential high cost of under- and
overtreatment of a condition, hypertension, that af-
fects about one-half of the U.S. adult population (2).
Additionally, health insurers could provide increased
time and adequate reimbursement to correctly mea-
sure BP.
Use of resources to improve the quality of BP
measurements and care of patients with high BP
may produce better hypertension control rates, and
more importantly, lower cardiovascular morbidity
and mortality. In the United States, improved
management of high BP, including encouragement
of standardized BP measurement, is a central
component of the Centers for Medicare and
Medicaid Services Million Hearts (125) and the AHA/
American Medical Association TARGET BP (126)
initiatives. Globally, the World Health Organiza-
tionsGlobalHearts(127) and the Vital Strategies
Resolve (128) projects have similar goals. Although
as yet unproven, these initiatives hold promise for
improving the health of adults in the United States
and other countries.
SUMMARY AND CONCLUSIONS
Over the past 2 decades, there have been several de-
velopments in the approach to BP measurement that
have provided opportunities, yet presented new
challenges, for clinical practice and research.
BP measurements obtained in routine clinical
practice are increasingly being used for research and
quality improvement activities. Despite repeated
guideline recommendations and educational efforts,
it appears that the quality of BP measured routinely
in clinical practice remains poor. Current limitations
with clinic BP measurement include lack of stan-
dardization, infrequent technician/clinician training
and retraining, use of devices that have not been
validated and/or regularly calibrated, not using an
appropriately sized cuff, improper conditions and
technique, and inadequate documentation of the
procedure. Also, despite guideline recommendations,
theaveragingofBPwithinandacrossvisitsisrarely
done.
There is substantial evidence demonstrating that
out-of-clinic BP measurements, using ABPM and
HBPM, have stronger associations with risk for CVD
events than clinic BP measurements (129).Although
guidelines recommend the use of ABPM and HBPM to
guide the initiation and intensication of antihyper-
tensive treatment, they are often not integrated into
EMRs. Documenting out-of-clinic BP in the medical
record could become more common with Healthcare
Effectiveness Data and Information Set and National
Committee for Quality Assurance recommendations
to conduct ABPM or HBPM. It is important to recog-
nize that despite strong observational data, ABPM
and HBPM have not been used to determine eligibility
for or to guide antihypertensive treatment in large
randomized controlled trials. Additionally, there has
been rapid innovation with a burgeoning array of
novel BP measurement devices being developed for
out-of-clinic BP measurement, including some that
measure BP without cuffs. However, few formal
validation studies of the accuracy of these devices
have been performed, and at present, these devices
cannot be recommended.
EMRs provide an opportunity to document BP
assessment and facilitate use of routine clinical BP
measurements in research, but most of the concerns
about obtaining high-quality measurements persist.
Efforts to standardize BP measurement procedures
and improve their quality in routine clinical practice
are needed. This may include documentation of BP
training, selection of validated devices, and periodic
device calibration by accreditation bodies. An
exampleofthiseffortisthechecklistusedbyRakotz
et al. (130) to observe medical students measuring BP.
Also, there is a need to develop and improve EMR
functionality, including documentation of key fea-
tures of BP measurement, seamless transmission of
data from measurement devices, including out-of-
clinic devices, to the EMR, tools to manipulate and
average BP data at individual visits and over time,
and improved data presentation to facilitate patient
care, health system improvements, and research
applications.
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RESEARCH RECOMMENDATIONS
A robust research portfolio is needed to provide an
evidence base for future clinical practice guidelines
and clinical research, particularly research on the use
of routinely collected clinic BP for research purposes.
The working group has identied several objectives
for future research with potentially high impact
(Central Illustration).
a. Determine the variation in BP measurement ap-
proaches being used in routine clinical practice
across the United States and in clinical research
protocols.
b. Identify the aspects of the BP measurement pro-
tocol (e.g., presence of an observer, duration of
wait time) that have the most substantial impact
on the accuracy and precision of clinic BP. This
research can guide the development of simplied
BP measurement protocols for implementation in
routine clinical practice.
c. Evaluate the effect of interventions to improve
BP measurements in routine clinical practice
(e.g., use of automated devices that obtain and
averagemultiplereadings)ontheaccuracyand
precision of clinic BP measurements and BP
control rates.
d. Evaluate head-to-head comparative data on the
association of standardized clinic versus out-of-
clinic BP with CVD outcomes and mortality.
e. Evaluate the impact of systematic and random
errors on the diagnosis and management of hy-
pertension, and identify approaches to delineate
real changes in BP from random error following
treatment initiation.
f. Assess the associations between routine clinic and
research BP measurements, and determine in
what circumstances measurements obtained in
routine clinical practice are acceptable to be used
in research.
g. Determine the optimal quality metric for BP con-
trol (e.g., using the average BP at an individual
visit or across several visits, using only the last
available BP reading) from the EMR.
h. Evaluate the role of ABPM and HBPM in the
diagnosis and treatment of hypertension;
including:
i. Whether BP from ABPM versus HBPM pro-
vides a more accurate estimate of CVD risk,
including the contribution of sleep
measurements;
ii. The utility of using unattended AOBP and
HBPM as screening tools before conducting
ABPM among adults not taking and taking
antihypertensive medication;
iii. The CVD and all-cause mortality risk reduc-
tion benet of initiating antihypertensive
medication among adults with white coat
hypertension and masked hypertension, and
intensifying antihypertensive medication
among adults with white coat effect and
masked uncontrolled hypertension;
iv. The utility of nighttime BP in the diagnosis of
hypertension and the benets of antihyper-
tensive interventions among adults with
asleep hypertension (e.g., chronotherapy);
v.Effectivewaystoreducebarriersto
conducting ABPM and HBPM in clinical
practice;
vi. TheoptimalprotocolforusingHBPMreadings
to diagnose and assess control of hyperten-
sion (what time of day, how many BP mea-
surements, minimum acceptable number of
measurements, duration of measurement
period); and
vii. Quantifying the burden associated with con-
ducting 24-h ABPM, including sleep distur-
bances and restriction on daily activities.
i. Evaluate the role of BP measured in public loca-
tions for hypertension screening and conducting
follow-up BP measurements that can be used to
guide antihypertensive medication titration.
j. Determine the validity of novel approaches (e.g.,
cufess devices) for BP measurement and the as-
sociation of BP measured with these devices and
CVD risk.
k. Assess the value of using orthostatic hypotension
as part of the protocol to guide antihypertensive
therapy.
l. Evaluate the prognostic impact of different
orthostatic hypotension denitions with an
emphasis on position (supine vs. seated), timing
of BP measurements after standing, and thresh-
olds of change in BP versus self-reported ortho-
static symptoms.
m. Evaluate apps for simplifying and organizing the
incoming data from out-of-clinic BP measurements.
n. Evaluate approaches to measuring BP in morbidly
obese adults including where (e.g., forearm,
nger, or wrist) BP should be measured.
ACKNOWLEDGMENTS The authors thank Dr. David
Goff, Director, DCVS, and the Division leadership for
their support. The authors also acknowledge the
DCVS Planning Committee (Dr. Jeffrey Cutler, Dr.
Lawrence Fine, Dr. Michael Mussolino, Ms. Joni
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Snyder,Mr.MichaelWolz,andDr.JacquelineWright)
for their input into development of the working group
objectives and the conference agenda. They also
thank Dr. Michael Lauer, Deputy Director for Extra-
mural Research, NIH, for making a presentation on
real-world clinical practice data in clinical research at
the conference.
ADDRESS FOR CORRESPONDENCE: Dr. Paul Muntner,
Department of Epidemiology, School of Public Health,
University of Alabama at Birmingham, 1665 University
Boulevard, Suite 140J, Birmingham, Alabama 35294.
E-mail: pmuntner@uab.edu. Twitter: @Muntnerpaul,
@UABNews.
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