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Normal ranges of heart rate and respiratory rate in children
from birth to 18 years of age: a systematic review of
observational studies
Susannah Fleming, Matthew Thompson, Richard Stevens, Carl Heneghan, Annette Plüddemann, Ian Maconochie, Lionel Tarassenko, David Mant

Summary
Background Although heart rate and respiratory rate in children are measured routinely in acute settings, current                       Lancet 2011; 377: 1011–18
reference ranges are not based on evidence. We aimed to derive new centile charts for these vital signs and to                          Published Online
compare these centiles with existing international ranges.                                                                              March 15, 2011
                                                                                                                                        DOI:10.1016/S0140-
                                                                                                                                        6736(10)62226-X
Methods We searched Medline, Embase, CINAHL, and reference lists for studies that reported heart rate or
                                                                                                                                        See Comment page 974
respiratory rate of healthy children between birth and 18 years of age. We used non-parametric kernel regression to
                                                                                                                                        Oxford University, Department
create centile charts for heart rate and respiratory rate in relation to age. We compared existing reference ranges with                of Primary Health Care,
those derived from our centile charts.                                                                                                  Rosemary Rue Building, Old
                                                                                                                                        Road Campus, Headington,
Findings We identified 69 studies with heart rate data for 143 346 children and respiratory rate data for 3881 children.                 Oxford, UK (S Fleming DPhil,
                                                                                                                                        M Thompson DPhil,
Our centile charts show decline in respiratory rate from birth to early adolescence, with the steepest fall apparent                    R Stevens PhD,
in infants under 2 years of age; decreasing from a median of 44 breaths per min at birth to 26 breaths per min at                       C Heneghan DPhil,
2 years. Heart rate shows a small peak at age 1 month. Median heart rate increases from 127 beats per min at birth                      A Plüddemann PhD,
                                                                                                                                        D Mant FMedSci); Department
to a maximum of 145 beats per min at about 1 month, before decreasing to 113 beats per min by 2 years of age.
                                                                                                                                        of Family Medicine, Oregon
Comparison of our centile charts with existing published reference ranges for heart rate and respiratory rate show                      Health and Sciences University,
striking disagreement, with limits from published ranges frequently exceeding the 99th and 1st centiles, or                             Portland, OR, USA
crossing the median.                                                                                                                    (M Thompson); Accident and
                                                                                                                                        Emergency, St Mary’s Hospital,
                                                                                                                                        Praed St, London, UK
Interpretation Our evidence-based centile charts for children from birth to 18 years should help clinicians to update                   (I Maconochie PhD); and Oxford
clinical and resuscitation guidelines.                                                                                                  University Institute of
                                                                                                                                        Biomedical Engineering,
                                                                                                                                        Department of Engineering
Funding National Institute for Health Research, Engineering and Physical Sciences Research Council.
                                                                                                                                        Science, Old Road Campus,
                                                                                                                                        Headington, Oxford, UK
Introduction                                                         therefore scarce, and many ranges are probably based               (L Tarassenko DPhil, S Fleming)
Heart rate and respiratory rate are key vital signs used to          on clinical consensus.                                             Correspondence to:
assess the physiological status of children in many                    Scoring systems underpinning triage and resuscitation            Dr Matthew Thompson, Oxford
                                                                                                                                        University, Department of
clinical settings. They are used as initial measurements             protocols for children invariably require measurement of
                                                                                                                                        Primary Health Care, Rosemary
in acutely ill children, and in those undergoing intensive           heart rate and respiratory rate. Rates are converted to a          Rue Building, Old Road Campus,
monitoring in high-dependency or intensive-care                      numerical score by applying age-specific thresholds.                Headington, Oxford OX3 7LF, UK
settings. During cardiopulmonary resuscitation, these                Accurate reference ranges are key to assessing whether             matthew.thompson@dphpc.
                                                                                                                                        ox.ac.uk
indices are critical values used to determine responses to           vital signs are abnormal. Thresholds that are incorrectly
life-saving interventions. Heart rate and respiratory rate           set too low risk overdiagnosing tachycardia or tachypnoea,
remain an integral part of standard clinical assessment              whereas those set too high risk missing children with these
of children with acute illnesses,1 and are used in                   signs. Additionally, a reference range that is applied to an
paediatric early warning scores2,3 and triage screening.4,5          age range that is too broad is likely to lead to incorrect
Early warning scores are used widely in routine clinical             assessment of children in some parts of these age groups.
care, and there is good evidence that they can provide                 We aimed to develop new age-specific centiles for heart
early warning of clinical deterioration of children in               rate and respiratory rate in children, derived from a
hospital and in emergency situations.6–9                             systematic review of all studies of these vital signs in
   Reference ranges for heart rate and respiratory rate in           healthy children. We use these centiles to define new
children are published by various international                      evidence-based reference ranges for healthy children,
organisations (webappendix p 1). Of these publications,              which we compare with existing reference ranges.                   See Online for webappendix
only two guidelines cite sources for their reference
ranges: the pediatric advanced life support guidelines10             Methods
cite two textbooks,11,12 neither of which cite sources for           Search strategy and selection criteria
their ranges, and WHO limits for respiratory rate,                   We searched Medline, Embase, CINAHL and reference
which are based on measurements made in developing                   lists to identify studies that measured heart rate or
countries.13 Evidence underpinning guidelines is                     respiratory rate in healthy children between birth and


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                                                                                                single data point to avoid introducing bias on the basis of
  Panel : Inclusion and exclusion criteria                                                      the following guidelines agreed on before data extraction:
  Inclusion criteria                                                                            (1) if di erent measurement methods were used, data
  • Cross-sectional, case-control, or longitudinal study                                        from the least invasive or stressful method were selected;
  • Minimum of 20 children                                                                      (2) for data shown as combined age groups, we selected
  • Age range between birth and 18 years                                                        data from separate age groups unless the age ranges of
  • Objective measurement of heart rate or respiratory rate                                     individual groups were very small (eg, infants between
  • Raw data or average measure of heart rate or respiratory rate reported for each age group   one and two days of age); (3) we used awake measures
                                                                                                when both awake and asleep measurements were
  Exclusion criteria                                                                            available; (4) we averaged readings across all sleep states
  • Preterm infants                                                                             when many states of sleep were reported; and (5) we
  • Children with illnesses likely to affect the cardiac or respiratory system                   used the first baseline result when more than one
  • Children with pacemakers or needing ventilatory support                                     baseline measurement was reported in intervention
  • Anaesthetised children                                                                      studies. These guidelines were chosen to ensure that
  • Children known to be taking drugs that would affect the cardiac or respiratory system        data used were relevant to clinical setting, in which
  • Data gathered from exercising children, without baseline (before intervention)              children are typically awake and at rest, to improve the
     measurements                                                                               accuracy of calculated centile charts, and to avoid
  • Measurements taken at heights greater than 1000 m above sea level                           potential confounding factors such as definition of sleep
  • Age groups including adults (without subgroups)                                             states or distress due to invasive measurements or
  • Age groups spanning more than 10 years (without subgroups)                                  interventions. Combined age groups were separated to
                                                                                                ensure that the most accurate age range was associated
                                                                                                with each data point, but very small age ranges were left
                            18 years of age, from 1950, to April 14, 2009, with MeSH            combined, because we believed that the benefit of
                            terms and free text. Webappendix p 2 shows the search               accurate ages would be small compared with the loss
                            strategy that was used to identify relevant studies.                of accuracy for raw centiles calculated from small
                            There were no language restrictions. Panel 1 shows the              sample sizes.
                            inclusion and exclusion criteria. SF and MT assessed
                            eligibility of studies for inclusion, and disagreements             Data analysis
                            were resolved by AP.                                                We calculated the median and representative centiles
                              MT and IM identified sources of existing reference                 (1st, 10th, 25th, 75th, 90th, 99th) for data from each
                            ranges by reviewing paediatric textbooks, resuscitation             included study. For studies that did not report relevant
                            manuals, and resuscitation guidelines from Europe and               summary statistics, we estimated them from the mean
                            North America. To mirror the probable exposure of                   and standard deviation. We tested for skewness with
                            clinicians to reference ranges, we concentrated on ranges           Pearson’s second skewness coe cient and the quartile
                            published in resuscitation guidelines, manuals for                  skewness coe cient (Bowley skewness).14 We reported
                            standardised clinical training courses, and WHO inter-              no skewness in either heart rate or respiratory rate data,
                            national guidelines (webappendix p 1). These sources are            and therefore assumed a normal distribution at each age.
                            not intended to be exhaustive, because various reference            We excluded two outlier values of data spread (one
                            ranges are published in textbooks and as part of triage             standard error, and one set of confidence intervals) as
                            scores or early warning scores; these reference ranges were         they resulted in negative respiratory rates for several
                            not used in this article because of their heterogeneity.            centiles, which is not physiologically plausible.15,16 We did
                                                                                                not identify any outliers in the heart rate data.
                            Data extraction                                                       We created centile charts using kernel regression, a
                            Data for year of study, participants (age range, number,            form of non-parametric curve fitting,17 which avoids
                            reason for measurements), study setting, method of                  imposing an excessive degree of constraint on resulting
                            measurement, and whether children were awake or                     curves. We adjusted classic kernel regression to account
                            asleep were extracted by SF and checked by AP. For each             for the age range and the sample size associated with
                            age group, the sample size and the minimum and                      each data point (webappendix pp 3–4). For heart rate
                            maximum ages were extracted, with reported summary                  and respiratory rate, we used kernel regression to fit
                            statistics (ie, mean, median, centiles, standard deviation,         seven curves showing variation related to age, with
                            confidence intervals, or standard error) for heart rate and          values calculated for the median and six representative
                            respiratory rate. We classed data reported separately               centiles from the included studies. These centiles
                            (ie, for girls and boys, or for ethnic groups) in the same          were compared visually with reference ranges in
                            age group as independent groups.                                    webappendix p 1.
                              For studies that reported many results for one group of             We did subgroup analyses to assess whether setting,
                            children at a specific age (eg, in di erent phases of sleep,         economic development of the country, method of measure-
                            or using di erent measurement methods), we selected a               ment, or awake or asleep state of children had an e ect on


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vital signs after correction for age using centile charts.
Ideally, separate centile charts could be created to compare                                       2028 potentially relevant studies
subgroups, but many subgroups did not contain su cient                                                  identified and screened

data across the full age range to allow such comparison.
                                                                                                                                           263 duplicates excluded
Therefore, mean and standard deviation of measured vital
signs from each study were normalised with centile charts,
                                                                                                   1765 potentially relevant studies
so that variations due to age were removed. Normalised                                                  and abstracts screened by
data were analysed with one-way analysis of variance,                                                   one reviewer
taking into account the size and variation in each study.
Additionally, regression analysis of normalised means,                                                                                    1393 studies and abstracts excluded
                                                                                                                                               because not relevant
weighted by the sample size of each study, was done to
identify trends related to date of publication.
                                                                                                    372 potentially relevant studies
  We defined cuto values for heart rate and respiratory                                                  and abstracts screened by
rate using data from centile charts by calculating the                                                  two reviewers
mean value and rounding it to a whole number, for each
of the 13 age groups covering the full range of ages                                                                                       212 excluded by applying inclusion
                                                                                                                                               and exclusion criteria
(0–18 years). Age groups were selected to correspond
with changes of about five beats per min for heart rate
                                                                                                    160 full text studies retrieved and
and two breaths per min for respiratory rate.                                                           assessed by two reviewers

Role of the funding source                                                                                                                  94 excluded by applying inclusion
The sponsors of the study had no role in the study                                                                                             and exclusion criteria
design, data collection, data analysis, data interpretation,
or writing of the report. SF had full access to all the data                                             66 studies included
in the study and had final responsibility for the decision
to submit for publication.                                          3 new studies identified by
                                                                      citation search
Results
Figure 1 depicts the study selection process. We identified                                               69 studies included in the
                                                                                                            systematic review
69 studies from 2028 publications. 59 of 69 reported
data for heart rate from 150 080 measurements of
143 346 children, and 20 reported data for respiratory         Figure : Flowchart of systematic search
rate from 7565 measurements on 3881 children, with ten
studies reporting data for both vital signs (for scatter       21 362 measurements), manual measurement (six studies,
plots of data see webappendix p 5). 46 studies were cross-     10 228 measurements), echocardiography (four studies,
sectional, 12 longitudinal, and 11 case-control. They were     890 measurements), and pulse oximeters or proprietary
undertaken in 20 di erent countries on four continents         heart-rate monitors (six studies, 2798 measure-
(webappendix pp 6–11): 55 in developed countries (as           ments; webappendix pp 6–11). Most respiratory rate
defined by the UN statistics division18), seven in              measurements were made manually (seven studies,
developing countries, and seven in countries that were         6531 measurements); automated measurements were
judged to be neither developing nor developed.                 made with strain gauges, thermistors, thoracic impedance,
  The number of children per study ranged from 20 to           and helium dilution (13 studies; 1034 measurements).
101 259. Studies were done in community settings                 Figure 2 shows the 1st to 99th centiles of respiratory
(eg, home, school or kindergarten; 27 studies,                 rate in healthy children from birth to 18 years of age.
26 024 measurements), clinical settings (eg, hospitals,        These centiles show decline in respiratory rate from
clinics, or medical centres; 19 studies, 105 982 measure-      birth to early adolescence, with the steepest decline
ments), unspecified or many settings (17 studies,               apparent in infants during the first 2 years of life.
15 957 measurements), and research laboratories                Median respiratory rate decreased by 40% in these
(six studies, 3976 measurements). Most measurements            2 years (44 breaths per min at birth to 26 breaths per
(32 studies, 132 891 measurements) were of awake children,     min at 2 years). Proposed cuto s for respiratory rate at
and eight studies (505 measurements) were of asleep            each of 13 age groups, from birth to 18 years, are shown
children; 29 studies (18 545 measurements) did not report      in webappendix p 12.
the state of wakefulness, or did not distinguish between         Subgroup analysis of respiratory rate data showed no
data from awake or asleep children (webappendix pp 6–11).      significant di erences on the basis of study setting
  Heart rate was measured by electrocardiography in most       (p=0·09), economic development of the country in which
studies (31 studies, 114 802 measurements), whereas others     the study was done (p=0·83), wakefulness of the child
used automated blood-pressure monitors (12 studies,            (p=0·36), or whether manual or automated methods of


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                                                           70                                                                                                                                               Median
                                                                                                                                                                                                            Centiles

                                                           60
                     Respiratory rate (breaths per min)




                                                           50



                                                           40



                                                           30
                                                                                                                                                                                                              99th
                                                                                                                                                                                                              90th
                                                           20                                                                                                                                                 75th


                                                           10                                                                                                                                                 25th
                                                                                                                                                                                                              10th
                                                                                                                                                                                                              1st
                                                            0
                                                                0   1   2   3            6          9         12   2         4          6       8       10         12            14          16          18
                                                                                    Age (months)                                                     Age (years)

                  Figure : Centiles of respiratory rate for healthy children from birth to 18 years of age


                                                            A                                                                          B
                                                           70           Advanced paediatric life support                                                                          Pediatric advanced life support
                                                                        Median                                                                                                    Median
                                                                        Centiles (1, 10, 25, 75, 90, 99)                                                                          Centiles (1, 10, 25, 75, 90, 99)
                                                           60
                   Respiratory rate (breaths per minute)




                                                           50



                                                           40



                                                           30



                                                           20



                                                           10



                                                            0
                                                                0       2       4       6       8       10    12   14   16       18         0   2    4      6      8       10         12      14       16       18
                                                                                                Age (years)                                                        Age (years)

                  Figure : Comparison of respiratory rate centiles with paediatric reference ranges from the advanced paediatric life support (A) and pediatric advanced life
                  support (B) guidelines

                  measurement were used (p=1·00). Regression analysis                                                                 paediatric life support course.19,20 Examples of this
                  of study publication dates did not show any significant                                                              disparity can be seen in figure 3. For example, for
                  di erence in measured respiratory rate (p=0·19).                                                                    children under 1 year of age, the advanced paediatric
                    Figure 3 shows how the centiles derived from our                                                                  life support upper limit for respiratory rate is 40 breaths
                  systematic review compare with two existing reference                                                               per min, which is roughly the median value on our
                  ranges—advanced paediatric life support17 and pediatric                                                             centile chart for children in this age range. For children
                  advanced life support.10 None of the existing reference                                                             over 12 years of age, the pediatric advanced life support
                  ranges in webappendix p 1 showed good agreement                                                                     upper limit of 16 breaths per min is below the median
                  with our centile charts across the full age range, but the                                                          value on our centile chart for much of this age range.
                  best agreement was seen with the ranges cited by                                                                       We noted that one median value of respiratory rate for
                  advanced paediatric life support and European                                                                       children between 0 and 6 months of age21 was much


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                                  200               Median
                                                    Centiles

                                  180


                                  160


                                  140
  Heart rate (beats per min)




                                  120                                                                                                                                                       99th

                                  100                                                                                                                                                       90th

                                                                                                                                                                                            75th
                                  80


                                  60
                                                                                                                                                                                            25th

                                                                                                                                                                                            10th
                                  40

                                                                                                                                                                                            1st
                                  20


                                   0
                                        0       1   2       3        6            9          12    2         4          6       8        10        12        14            16          18
                                                                Age (months)                                                         Age (years)

Figure : Centiles of heart rate for healthy children from birth to 18 years of age


                                    A                                                                                  B
                                   200               Advanced paediatric life support                                                                            Pediatric advanced life support
                                                     Median                                                                                                      Median
                                                     Centiles (1, 10, 25, 75, 90, 99)                                                                            Centiles (1, 10, 25, 75, 90, 99)
                                   180


                                   160


                                   140
  Heart rate (beats per minute)




                                   120


                                   100


                                   80


                                   60


                                    40


                                    20


                                        0
                                            0           2       4     6        8       10     12   14   16       18         0   2    4       6     8       10        12      14       16          18
                                                                               Age (years)                                                         Age (years)


Figure : Comparison of heart rate centiles with paediatric reference ranges from the advanced paediatric life support (A) and pediatric advanced life
support (B) guidelines


higher than that reported in many other studies. However,                                                             point would not bias the estimation, and so we did not
the spread of measured respiratory rates at these ages is                                                             judge this to be an outlier.
very large (webappendix p 5). Since the kernel-regression                                                               Figure 4 shows 1st to 99th centiles of heart rate versus
method used to create the centile charts accounts for                                                                 age, with the proposed cuto s for heart rate shown in
both age range and sample size, we decided that this data                                                             webappendix p 12. These centiles show a decline in heart


www.thelancet.com Vol 377 March 19, 2011                                                                                                                                                                          1015
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                  rate with age. The first section of figure 4, showing the        score2,3 assessment methods refer to advanced paediatric
                  heart rate centile chart for infants under age 1 year, shows   life support reference ranges.
                  a small peak in heart rate at 1 month. This peak is not an        For clinical assessment of children, our findings
                  artifact of the modelling method, but can be seen in           suggest that current consensus-based reference ranges
                  primary data from various studies that report many heart       for heart rate and respiratory rate should be updated with
                  rate measurements of infants under age 1 year.22–27 Median     new thresholds on the basis of our proposed centile
                  heart rate in this age range increases from 127 beats per      charts, especially for those age groups where there are
                  min at birth, reaching a maximum of 145 beats per min          large di erences between current ranges and our centile
                  at about 1 month of age, before decreasing to 113 beats        charts, indicating that many children are likely to be
                  per min by age 2 years.                                        misclassified. Normal ranges, such as those published in
                     Subgroup analysis showed that heart rates measured in       textbooks and clinical handbooks, should also be updated
                  community settings were higher (p<0·0001) than those           in view of our results. To assist the development of cuto
                  measured in clinical or laboratory settings, and rates         values for use in clinical settings, we provide values
                  measured with automated techniques (eg, electro-               corresponding to the median and six di erent centiles
                  cardiography) were higher (p=0·0011) than those                for both heart rate and respiratory rate for 13 age groups
                  measured manually. Heart rates of children in developing       between birth and 18 years of age.
                  countries were also higher than those measured in                 By providing several di erent centiles for children of
                  developed countries (p<0·0001). Although heart rates           all ages, we have provided clinicians and those
                  measured in awake children tended to be higher than            responsible for developing clinical guidelines and early
                  those of asleep children, the di erence was not significant     warning scores with su cient information to select
                  (p=0·06). Regression analysis of study publication dates       cuto values that are most appropriate to the type of
                  showed that there was a small but significant trend in          clinical setting in which they are likely to be used.
                  heart rate (p<0·0001), with older studies reporting lower      Selection of appropriate cuto values should take
                  heart rates than did recent studies.                           into account the consequences associated with
                     Figure 5 shows a comparison of reference ranges from        misclassification of both healthy and unwell children.
                  advanced paediatric life support and pediatric advanced        For many measurements made over time, centile charts
                  life support guidelines with our centiles of heart rate.       could also be used to assess magnitude of changes in
                  Comparisons were also made between our centile chart           heart rate or respiratory rate.
                  and other reference ranges cited in webappendix p 1. As           For accurate measurement of heart rate in children,
                  with respiratory rate, none of these ranges showed good        clinicians should be aware that manual measurement of
                  agreement with our centile chart across the full age           heart rates, which is common practice in many settings,
                  range, from birth to 18 years of age. Best agreement           could underestimate true rates. In these children,
                  between reference ranges for heart rate and our centile        measurement of heart rate by automated methods
                  chart was with advanced paediatric life support and            provides accurate results. Professional bodies responsible
                  advanced trauma life support reference ranges,19,28            for publication of guidelines and scoring systems should
                  although both these also showed substantial dis-               consider revising current thresholds, by selecting heart
                  agreement with our centile charts. For example, in             rate and respiratory rate values that represent an upper
                  children from 2–5 years of age, the advanced paediatric        centile for each age group; to assist with this selection,
                  life support lower limit for heart rate is 95 beats per min,   we propose to make the data used to create our centiles
                  which roughly correlates with the 25th centile of our          of heart rate and respiratory rate (figures 2 and 4) freely
                  chart, and reaches the median heart rate at the upper          available upon request.
                  end of the age range. In children 2–10 years of age, the          A key strength of our approach is that the centile
                  upper limit for pediatric advanced life support is             charts were created with kernel regression, a non-
                  140 beats per min, which lies above the 99th centile of        parametric modelling technique that avoids imposing
                  our chart for most of the age range.                           any particular form onto the shape of the centile charts;
                                                                                 this is important for this type of data, because there is
                  Discussion                                                     no reason to expect that it will follow an analytical
                  Our centile charts of respiratory rate and heart rate in       function such as a straight line or exponential curve.
                  children provide new evidence-based reference ranges           However, several methodological limitations are worth
                  for these vital signs. We have shown that there is             noting. Our systematic review included an extensive
                  substantial disagreement between these reference               search of published works from three large databases,
                  ranges, and those currently cited in international             with no restriction on language or country of
                  paediatric guidelines, such as those shown in                  publication. However, our search strategy and inclusion
                  webappendix p 1, which are used widely as the basis for        criteria could have missed relevant studies, particularly
                  clinical decisions when interpreting these signs in            studies published before 1960. We excluded 13 studies
                  children (panel 2). For example, the paediatric advanced       because we were not able to extract necessary data or
                  warning score and Brighton paediatric early warning            could not obtain full copies, and we did not attempt to


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Articles




                                                                      and specificity will be dependent on age and accuracy of
  Panel : Research in context                                         previous reference ranges. For existing advanced paediatric
  Systematic Review                                                   life support reference ranges, which had the greatest
  We searched Medline, Embase, CINAHL, and reference lists to         agreement with our centiles, figures 3 and 5 suggest that a
  identify studies that measured heart rate or respiratory rate in    large number of children are currently misclassified. For
  healthy children between birth and 18 years of age, from 1950,      example, at 10 years of age the advanced paediatric life
  to April 14, 2009. Measurements during exercise, at altitude,       support cuto for heart rate classifies about 40% of healthy
  or of children whose illness was likely to affect their heart rate   children as abnormal, and the cuto for respiratory rate
  or respiratory rate were excluded. Non-parametric kernel            misclassifies about 63% of healthy children. Furthermore,
  regression taking into account age range and sample size was        on the basis of age distribution of children typically seen
  used to construct centile charts based on extracted data.           in a primary care setting,27 we estimate that the specificity
                                                                      of advanced paediatric life support could be improved by
  Interpretation                                                      as much as 20% for heart rate and 51% for respiratory rate
  Substantial disagreement exists between consensus-based             if revised centile charts are used. The validity of our
  reference ranges for heart rate and respiratory rate in children.   centiles and any cuto s derived from them should be
  These reference ranges do not correspond with centile charts        assessed both in healthy children and in those presenting
  derived from our systematic review of observational studies,        with a range of diseases.
  which includes data from children of all ages.                         We have shown that existing reference ranges for heart
                                                                      rate and respiratory rate in children are inconsistent, and
contact original authors to obtain individual patient                 do not agree with centile charts derived from a systematic
data, because gathering such data would not have been                 review of observational studies. This finding has
feasible in view of the number of studies included,                   potentially wide-ranging implications for clinical
some of which were published over 25 years ago.                       assessment of children, and for design of resuscitation
We noted pronounced heterogeneity of settings in                      guidelines, triage scores, and early warning systems.
which childrens’ heart rate and respiratory rate were                 Contributors
measured, their state of wakefulness, and methods of                  SF and MT identified eligible studies. MT and IM identified sources of
measurement, all of which could have an e ect on the                  existing reference ranges. SF and AP extracted data. SF and RS did the
                                                                      statistical analysis. All authors contributed to the writing of this article.
measured variables. As reported, subgroup analysis
showed that setting, method of measurement, and                       Conflicts of interest
                                                                      IM is the UK chair for the European Paediatric Life Support Course, and
economic development all had a significant e ect on                    a member of the European Guidelines writing team.
heart rate in children (setting p<0·0001; method of
                                                                      Acknowledgments
measurement p=0·0011; economic development                            We thank Nia Roberts, Ruth Davis, Robert Oakey, Lee Wallis, and Jill Mant
p<0·0001), but not on respiratory rate (webappendix p 13).            for assistance and advice, and the National Institute of Health Research
We excluded children with illnesses that might a ect                  (NIHR) school for primary care research, the Engineering and Physical
the heart rate or respiratory rate, and measurements                  Sciences Research Council, and the NIHR Biomedical Research Centre
                                                                      Programme for their support. This study was funded by the NIHR
known to be made during exertion, but many studies                    programme grant RP-PG-0407-10347: Development and Implementation
did not report whether children were settled or agitated              of New Diagnostic Processes and Technologies in Primary Care.
during measurement, which could have introduced                       References
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1018                                                                                                                        www.thelancet.com Vol 377 March 19, 2011

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Valores normales de fc y fr en niños lancet 2011

  • 1. Articles Normal ranges of heart rate and respiratory rate in children from birth to 18 years of age: a systematic review of observational studies Susannah Fleming, Matthew Thompson, Richard Stevens, Carl Heneghan, Annette Plüddemann, Ian Maconochie, Lionel Tarassenko, David Mant Summary Background Although heart rate and respiratory rate in children are measured routinely in acute settings, current Lancet 2011; 377: 1011–18 reference ranges are not based on evidence. We aimed to derive new centile charts for these vital signs and to Published Online compare these centiles with existing international ranges. March 15, 2011 DOI:10.1016/S0140- 6736(10)62226-X Methods We searched Medline, Embase, CINAHL, and reference lists for studies that reported heart rate or See Comment page 974 respiratory rate of healthy children between birth and 18 years of age. We used non-parametric kernel regression to Oxford University, Department create centile charts for heart rate and respiratory rate in relation to age. We compared existing reference ranges with of Primary Health Care, those derived from our centile charts. Rosemary Rue Building, Old Road Campus, Headington, Findings We identified 69 studies with heart rate data for 143 346 children and respiratory rate data for 3881 children. Oxford, UK (S Fleming DPhil, M Thompson DPhil, Our centile charts show decline in respiratory rate from birth to early adolescence, with the steepest fall apparent R Stevens PhD, in infants under 2 years of age; decreasing from a median of 44 breaths per min at birth to 26 breaths per min at C Heneghan DPhil, 2 years. Heart rate shows a small peak at age 1 month. Median heart rate increases from 127 beats per min at birth A Plüddemann PhD, D Mant FMedSci); Department to a maximum of 145 beats per min at about 1 month, before decreasing to 113 beats per min by 2 years of age. of Family Medicine, Oregon Comparison of our centile charts with existing published reference ranges for heart rate and respiratory rate show Health and Sciences University, striking disagreement, with limits from published ranges frequently exceeding the 99th and 1st centiles, or Portland, OR, USA crossing the median. (M Thompson); Accident and Emergency, St Mary’s Hospital, Praed St, London, UK Interpretation Our evidence-based centile charts for children from birth to 18 years should help clinicians to update (I Maconochie PhD); and Oxford clinical and resuscitation guidelines. University Institute of Biomedical Engineering, Department of Engineering Funding National Institute for Health Research, Engineering and Physical Sciences Research Council. Science, Old Road Campus, Headington, Oxford, UK Introduction therefore scarce, and many ranges are probably based (L Tarassenko DPhil, S Fleming) Heart rate and respiratory rate are key vital signs used to on clinical consensus. Correspondence to: assess the physiological status of children in many Scoring systems underpinning triage and resuscitation Dr Matthew Thompson, Oxford University, Department of clinical settings. They are used as initial measurements protocols for children invariably require measurement of Primary Health Care, Rosemary in acutely ill children, and in those undergoing intensive heart rate and respiratory rate. Rates are converted to a Rue Building, Old Road Campus, monitoring in high-dependency or intensive-care numerical score by applying age-specific thresholds. Headington, Oxford OX3 7LF, UK settings. During cardiopulmonary resuscitation, these Accurate reference ranges are key to assessing whether matthew.thompson@dphpc. ox.ac.uk indices are critical values used to determine responses to vital signs are abnormal. Thresholds that are incorrectly life-saving interventions. Heart rate and respiratory rate set too low risk overdiagnosing tachycardia or tachypnoea, remain an integral part of standard clinical assessment whereas those set too high risk missing children with these of children with acute illnesses,1 and are used in signs. Additionally, a reference range that is applied to an paediatric early warning scores2,3 and triage screening.4,5 age range that is too broad is likely to lead to incorrect Early warning scores are used widely in routine clinical assessment of children in some parts of these age groups. care, and there is good evidence that they can provide We aimed to develop new age-specific centiles for heart early warning of clinical deterioration of children in rate and respiratory rate in children, derived from a hospital and in emergency situations.6–9 systematic review of all studies of these vital signs in Reference ranges for heart rate and respiratory rate in healthy children. We use these centiles to define new children are published by various international evidence-based reference ranges for healthy children, organisations (webappendix p 1). Of these publications, which we compare with existing reference ranges. See Online for webappendix only two guidelines cite sources for their reference ranges: the pediatric advanced life support guidelines10 Methods cite two textbooks,11,12 neither of which cite sources for Search strategy and selection criteria their ranges, and WHO limits for respiratory rate, We searched Medline, Embase, CINAHL and reference which are based on measurements made in developing lists to identify studies that measured heart rate or countries.13 Evidence underpinning guidelines is respiratory rate in healthy children between birth and www.thelancet.com Vol 377 March 19, 2011 1011
  • 2. Articles single data point to avoid introducing bias on the basis of Panel : Inclusion and exclusion criteria the following guidelines agreed on before data extraction: Inclusion criteria (1) if di erent measurement methods were used, data • Cross-sectional, case-control, or longitudinal study from the least invasive or stressful method were selected; • Minimum of 20 children (2) for data shown as combined age groups, we selected • Age range between birth and 18 years data from separate age groups unless the age ranges of • Objective measurement of heart rate or respiratory rate individual groups were very small (eg, infants between • Raw data or average measure of heart rate or respiratory rate reported for each age group one and two days of age); (3) we used awake measures when both awake and asleep measurements were Exclusion criteria available; (4) we averaged readings across all sleep states • Preterm infants when many states of sleep were reported; and (5) we • Children with illnesses likely to affect the cardiac or respiratory system used the first baseline result when more than one • Children with pacemakers or needing ventilatory support baseline measurement was reported in intervention • Anaesthetised children studies. These guidelines were chosen to ensure that • Children known to be taking drugs that would affect the cardiac or respiratory system data used were relevant to clinical setting, in which • Data gathered from exercising children, without baseline (before intervention) children are typically awake and at rest, to improve the measurements accuracy of calculated centile charts, and to avoid • Measurements taken at heights greater than 1000 m above sea level potential confounding factors such as definition of sleep • Age groups including adults (without subgroups) states or distress due to invasive measurements or • Age groups spanning more than 10 years (without subgroups) interventions. Combined age groups were separated to ensure that the most accurate age range was associated with each data point, but very small age ranges were left 18 years of age, from 1950, to April 14, 2009, with MeSH combined, because we believed that the benefit of terms and free text. Webappendix p 2 shows the search accurate ages would be small compared with the loss strategy that was used to identify relevant studies. of accuracy for raw centiles calculated from small There were no language restrictions. Panel 1 shows the sample sizes. inclusion and exclusion criteria. SF and MT assessed eligibility of studies for inclusion, and disagreements Data analysis were resolved by AP. We calculated the median and representative centiles MT and IM identified sources of existing reference (1st, 10th, 25th, 75th, 90th, 99th) for data from each ranges by reviewing paediatric textbooks, resuscitation included study. For studies that did not report relevant manuals, and resuscitation guidelines from Europe and summary statistics, we estimated them from the mean North America. To mirror the probable exposure of and standard deviation. We tested for skewness with clinicians to reference ranges, we concentrated on ranges Pearson’s second skewness coe cient and the quartile published in resuscitation guidelines, manuals for skewness coe cient (Bowley skewness).14 We reported standardised clinical training courses, and WHO inter- no skewness in either heart rate or respiratory rate data, national guidelines (webappendix p 1). These sources are and therefore assumed a normal distribution at each age. not intended to be exhaustive, because various reference We excluded two outlier values of data spread (one ranges are published in textbooks and as part of triage standard error, and one set of confidence intervals) as scores or early warning scores; these reference ranges were they resulted in negative respiratory rates for several not used in this article because of their heterogeneity. centiles, which is not physiologically plausible.15,16 We did not identify any outliers in the heart rate data. Data extraction We created centile charts using kernel regression, a Data for year of study, participants (age range, number, form of non-parametric curve fitting,17 which avoids reason for measurements), study setting, method of imposing an excessive degree of constraint on resulting measurement, and whether children were awake or curves. We adjusted classic kernel regression to account asleep were extracted by SF and checked by AP. For each for the age range and the sample size associated with age group, the sample size and the minimum and each data point (webappendix pp 3–4). For heart rate maximum ages were extracted, with reported summary and respiratory rate, we used kernel regression to fit statistics (ie, mean, median, centiles, standard deviation, seven curves showing variation related to age, with confidence intervals, or standard error) for heart rate and values calculated for the median and six representative respiratory rate. We classed data reported separately centiles from the included studies. These centiles (ie, for girls and boys, or for ethnic groups) in the same were compared visually with reference ranges in age group as independent groups. webappendix p 1. For studies that reported many results for one group of We did subgroup analyses to assess whether setting, children at a specific age (eg, in di erent phases of sleep, economic development of the country, method of measure- or using di erent measurement methods), we selected a ment, or awake or asleep state of children had an e ect on 1012 www.thelancet.com Vol 377 March 19, 2011
  • 3. Articles vital signs after correction for age using centile charts. Ideally, separate centile charts could be created to compare 2028 potentially relevant studies subgroups, but many subgroups did not contain su cient identified and screened data across the full age range to allow such comparison. 263 duplicates excluded Therefore, mean and standard deviation of measured vital signs from each study were normalised with centile charts, 1765 potentially relevant studies so that variations due to age were removed. Normalised and abstracts screened by data were analysed with one-way analysis of variance, one reviewer taking into account the size and variation in each study. Additionally, regression analysis of normalised means, 1393 studies and abstracts excluded because not relevant weighted by the sample size of each study, was done to identify trends related to date of publication. 372 potentially relevant studies We defined cuto values for heart rate and respiratory and abstracts screened by rate using data from centile charts by calculating the two reviewers mean value and rounding it to a whole number, for each of the 13 age groups covering the full range of ages 212 excluded by applying inclusion and exclusion criteria (0–18 years). Age groups were selected to correspond with changes of about five beats per min for heart rate 160 full text studies retrieved and and two breaths per min for respiratory rate. assessed by two reviewers Role of the funding source 94 excluded by applying inclusion The sponsors of the study had no role in the study and exclusion criteria design, data collection, data analysis, data interpretation, or writing of the report. SF had full access to all the data 66 studies included in the study and had final responsibility for the decision to submit for publication. 3 new studies identified by citation search Results Figure 1 depicts the study selection process. We identified 69 studies included in the systematic review 69 studies from 2028 publications. 59 of 69 reported data for heart rate from 150 080 measurements of 143 346 children, and 20 reported data for respiratory Figure : Flowchart of systematic search rate from 7565 measurements on 3881 children, with ten studies reporting data for both vital signs (for scatter 21 362 measurements), manual measurement (six studies, plots of data see webappendix p 5). 46 studies were cross- 10 228 measurements), echocardiography (four studies, sectional, 12 longitudinal, and 11 case-control. They were 890 measurements), and pulse oximeters or proprietary undertaken in 20 di erent countries on four continents heart-rate monitors (six studies, 2798 measure- (webappendix pp 6–11): 55 in developed countries (as ments; webappendix pp 6–11). Most respiratory rate defined by the UN statistics division18), seven in measurements were made manually (seven studies, developing countries, and seven in countries that were 6531 measurements); automated measurements were judged to be neither developing nor developed. made with strain gauges, thermistors, thoracic impedance, The number of children per study ranged from 20 to and helium dilution (13 studies; 1034 measurements). 101 259. Studies were done in community settings Figure 2 shows the 1st to 99th centiles of respiratory (eg, home, school or kindergarten; 27 studies, rate in healthy children from birth to 18 years of age. 26 024 measurements), clinical settings (eg, hospitals, These centiles show decline in respiratory rate from clinics, or medical centres; 19 studies, 105 982 measure- birth to early adolescence, with the steepest decline ments), unspecified or many settings (17 studies, apparent in infants during the first 2 years of life. 15 957 measurements), and research laboratories Median respiratory rate decreased by 40% in these (six studies, 3976 measurements). Most measurements 2 years (44 breaths per min at birth to 26 breaths per (32 studies, 132 891 measurements) were of awake children, min at 2 years). Proposed cuto s for respiratory rate at and eight studies (505 measurements) were of asleep each of 13 age groups, from birth to 18 years, are shown children; 29 studies (18 545 measurements) did not report in webappendix p 12. the state of wakefulness, or did not distinguish between Subgroup analysis of respiratory rate data showed no data from awake or asleep children (webappendix pp 6–11). significant di erences on the basis of study setting Heart rate was measured by electrocardiography in most (p=0·09), economic development of the country in which studies (31 studies, 114 802 measurements), whereas others the study was done (p=0·83), wakefulness of the child used automated blood-pressure monitors (12 studies, (p=0·36), or whether manual or automated methods of www.thelancet.com Vol 377 March 19, 2011 1013
  • 4. Articles 70 Median Centiles 60 Respiratory rate (breaths per min) 50 40 30 99th 90th 20 75th 10 25th 10th 1st 0 0 1 2 3 6 9 12 2 4 6 8 10 12 14 16 18 Age (months) Age (years) Figure : Centiles of respiratory rate for healthy children from birth to 18 years of age A B 70 Advanced paediatric life support Pediatric advanced life support Median Median Centiles (1, 10, 25, 75, 90, 99) Centiles (1, 10, 25, 75, 90, 99) 60 Respiratory rate (breaths per minute) 50 40 30 20 10 0 0 2 4 6 8 10 12 14 16 18 0 2 4 6 8 10 12 14 16 18 Age (years) Age (years) Figure : Comparison of respiratory rate centiles with paediatric reference ranges from the advanced paediatric life support (A) and pediatric advanced life support (B) guidelines measurement were used (p=1·00). Regression analysis paediatric life support course.19,20 Examples of this of study publication dates did not show any significant disparity can be seen in figure 3. For example, for di erence in measured respiratory rate (p=0·19). children under 1 year of age, the advanced paediatric Figure 3 shows how the centiles derived from our life support upper limit for respiratory rate is 40 breaths systematic review compare with two existing reference per min, which is roughly the median value on our ranges—advanced paediatric life support17 and pediatric centile chart for children in this age range. For children advanced life support.10 None of the existing reference over 12 years of age, the pediatric advanced life support ranges in webappendix p 1 showed good agreement upper limit of 16 breaths per min is below the median with our centile charts across the full age range, but the value on our centile chart for much of this age range. best agreement was seen with the ranges cited by We noted that one median value of respiratory rate for advanced paediatric life support and European children between 0 and 6 months of age21 was much 1014 www.thelancet.com Vol 377 March 19, 2011
  • 5. Articles 200 Median Centiles 180 160 140 Heart rate (beats per min) 120 99th 100 90th 75th 80 60 25th 10th 40 1st 20 0 0 1 2 3 6 9 12 2 4 6 8 10 12 14 16 18 Age (months) Age (years) Figure : Centiles of heart rate for healthy children from birth to 18 years of age A B 200 Advanced paediatric life support Pediatric advanced life support Median Median Centiles (1, 10, 25, 75, 90, 99) Centiles (1, 10, 25, 75, 90, 99) 180 160 140 Heart rate (beats per minute) 120 100 80 60 40 20 0 0 2 4 6 8 10 12 14 16 18 0 2 4 6 8 10 12 14 16 18 Age (years) Age (years) Figure : Comparison of heart rate centiles with paediatric reference ranges from the advanced paediatric life support (A) and pediatric advanced life support (B) guidelines higher than that reported in many other studies. However, point would not bias the estimation, and so we did not the spread of measured respiratory rates at these ages is judge this to be an outlier. very large (webappendix p 5). Since the kernel-regression Figure 4 shows 1st to 99th centiles of heart rate versus method used to create the centile charts accounts for age, with the proposed cuto s for heart rate shown in both age range and sample size, we decided that this data webappendix p 12. These centiles show a decline in heart www.thelancet.com Vol 377 March 19, 2011 1015
  • 6. Articles rate with age. The first section of figure 4, showing the score2,3 assessment methods refer to advanced paediatric heart rate centile chart for infants under age 1 year, shows life support reference ranges. a small peak in heart rate at 1 month. This peak is not an For clinical assessment of children, our findings artifact of the modelling method, but can be seen in suggest that current consensus-based reference ranges primary data from various studies that report many heart for heart rate and respiratory rate should be updated with rate measurements of infants under age 1 year.22–27 Median new thresholds on the basis of our proposed centile heart rate in this age range increases from 127 beats per charts, especially for those age groups where there are min at birth, reaching a maximum of 145 beats per min large di erences between current ranges and our centile at about 1 month of age, before decreasing to 113 beats charts, indicating that many children are likely to be per min by age 2 years. misclassified. Normal ranges, such as those published in Subgroup analysis showed that heart rates measured in textbooks and clinical handbooks, should also be updated community settings were higher (p<0·0001) than those in view of our results. To assist the development of cuto measured in clinical or laboratory settings, and rates values for use in clinical settings, we provide values measured with automated techniques (eg, electro- corresponding to the median and six di erent centiles cardiography) were higher (p=0·0011) than those for both heart rate and respiratory rate for 13 age groups measured manually. Heart rates of children in developing between birth and 18 years of age. countries were also higher than those measured in By providing several di erent centiles for children of developed countries (p<0·0001). Although heart rates all ages, we have provided clinicians and those measured in awake children tended to be higher than responsible for developing clinical guidelines and early those of asleep children, the di erence was not significant warning scores with su cient information to select (p=0·06). Regression analysis of study publication dates cuto values that are most appropriate to the type of showed that there was a small but significant trend in clinical setting in which they are likely to be used. heart rate (p<0·0001), with older studies reporting lower Selection of appropriate cuto values should take heart rates than did recent studies. into account the consequences associated with Figure 5 shows a comparison of reference ranges from misclassification of both healthy and unwell children. advanced paediatric life support and pediatric advanced For many measurements made over time, centile charts life support guidelines with our centiles of heart rate. could also be used to assess magnitude of changes in Comparisons were also made between our centile chart heart rate or respiratory rate. and other reference ranges cited in webappendix p 1. As For accurate measurement of heart rate in children, with respiratory rate, none of these ranges showed good clinicians should be aware that manual measurement of agreement with our centile chart across the full age heart rates, which is common practice in many settings, range, from birth to 18 years of age. Best agreement could underestimate true rates. In these children, between reference ranges for heart rate and our centile measurement of heart rate by automated methods chart was with advanced paediatric life support and provides accurate results. Professional bodies responsible advanced trauma life support reference ranges,19,28 for publication of guidelines and scoring systems should although both these also showed substantial dis- consider revising current thresholds, by selecting heart agreement with our centile charts. For example, in rate and respiratory rate values that represent an upper children from 2–5 years of age, the advanced paediatric centile for each age group; to assist with this selection, life support lower limit for heart rate is 95 beats per min, we propose to make the data used to create our centiles which roughly correlates with the 25th centile of our of heart rate and respiratory rate (figures 2 and 4) freely chart, and reaches the median heart rate at the upper available upon request. end of the age range. In children 2–10 years of age, the A key strength of our approach is that the centile upper limit for pediatric advanced life support is charts were created with kernel regression, a non- 140 beats per min, which lies above the 99th centile of parametric modelling technique that avoids imposing our chart for most of the age range. any particular form onto the shape of the centile charts; this is important for this type of data, because there is Discussion no reason to expect that it will follow an analytical Our centile charts of respiratory rate and heart rate in function such as a straight line or exponential curve. children provide new evidence-based reference ranges However, several methodological limitations are worth for these vital signs. We have shown that there is noting. Our systematic review included an extensive substantial disagreement between these reference search of published works from three large databases, ranges, and those currently cited in international with no restriction on language or country of paediatric guidelines, such as those shown in publication. However, our search strategy and inclusion webappendix p 1, which are used widely as the basis for criteria could have missed relevant studies, particularly clinical decisions when interpreting these signs in studies published before 1960. We excluded 13 studies children (panel 2). For example, the paediatric advanced because we were not able to extract necessary data or warning score and Brighton paediatric early warning could not obtain full copies, and we did not attempt to 1016 www.thelancet.com Vol 377 March 19, 2011
  • 7. Articles and specificity will be dependent on age and accuracy of Panel : Research in context previous reference ranges. For existing advanced paediatric Systematic Review life support reference ranges, which had the greatest We searched Medline, Embase, CINAHL, and reference lists to agreement with our centiles, figures 3 and 5 suggest that a identify studies that measured heart rate or respiratory rate in large number of children are currently misclassified. For healthy children between birth and 18 years of age, from 1950, example, at 10 years of age the advanced paediatric life to April 14, 2009. Measurements during exercise, at altitude, support cuto for heart rate classifies about 40% of healthy or of children whose illness was likely to affect their heart rate children as abnormal, and the cuto for respiratory rate or respiratory rate were excluded. Non-parametric kernel misclassifies about 63% of healthy children. Furthermore, regression taking into account age range and sample size was on the basis of age distribution of children typically seen used to construct centile charts based on extracted data. in a primary care setting,27 we estimate that the specificity of advanced paediatric life support could be improved by Interpretation as much as 20% for heart rate and 51% for respiratory rate Substantial disagreement exists between consensus-based if revised centile charts are used. The validity of our reference ranges for heart rate and respiratory rate in children. centiles and any cuto s derived from them should be These reference ranges do not correspond with centile charts assessed both in healthy children and in those presenting derived from our systematic review of observational studies, with a range of diseases. which includes data from children of all ages. We have shown that existing reference ranges for heart rate and respiratory rate in children are inconsistent, and contact original authors to obtain individual patient do not agree with centile charts derived from a systematic data, because gathering such data would not have been review of observational studies. This finding has feasible in view of the number of studies included, potentially wide-ranging implications for clinical some of which were published over 25 years ago. assessment of children, and for design of resuscitation We noted pronounced heterogeneity of settings in guidelines, triage scores, and early warning systems. which childrens’ heart rate and respiratory rate were Contributors measured, their state of wakefulness, and methods of SF and MT identified eligible studies. MT and IM identified sources of measurement, all of which could have an e ect on the existing reference ranges. SF and AP extracted data. SF and RS did the statistical analysis. All authors contributed to the writing of this article. measured variables. As reported, subgroup analysis showed that setting, method of measurement, and Conflicts of interest IM is the UK chair for the European Paediatric Life Support Course, and economic development all had a significant e ect on a member of the European Guidelines writing team. heart rate in children (setting p<0·0001; method of Acknowledgments measurement p=0·0011; economic development We thank Nia Roberts, Ruth Davis, Robert Oakey, Lee Wallis, and Jill Mant p<0·0001), but not on respiratory rate (webappendix p 13). for assistance and advice, and the National Institute of Health Research We excluded children with illnesses that might a ect (NIHR) school for primary care research, the Engineering and Physical the heart rate or respiratory rate, and measurements Sciences Research Council, and the NIHR Biomedical Research Centre Programme for their support. This study was funded by the NIHR known to be made during exertion, but many studies programme grant RP-PG-0407-10347: Development and Implementation did not report whether children were settled or agitated of New Diagnostic Processes and Technologies in Primary Care. during measurement, which could have introduced References additional heterogeneity that could not be assessed. 1 National Collaborating Centre for Women’s and Children’s Health. However, by use of subgroup analysis of wakefulness as Feverish illness in children: assessment and initial management in children younger than 5 years. London: National Institute for a proxy for agitation, such heterogeneity is unlikely to Health and Clinical Excellence, 2007. Report number: CG47. have an important e ect on the results. Heterogeneity 2 Monaghan A. Detecting and managing deterioration in children. of data is also a strength, making our centiles relevant Paediatr Nurs 2005; 17: 32–35. 3 Egdell P, Finlay L, Pedley DK. The PAWS score: validation of an to a wide range of clinical settings. early warning scoring system for the initial assessment of children Our centile charts have been developed with data from in the emergency department. EMJ 2008; 25: 745–49. healthy children. As with all clinical measurements, they 4 Gilboy N, Tanabe P, Travers D, Rosenau A, Eitel D. Emergency severity index, version 4: implementation handbook. Rockville, MD: should be used as part of an overall assessment of a Agency for Healthcare Research and Quality, 2005. child’s health, and interpretation of measured values 5 Warren DW, Jarvis A, LeBlanc L, Gravel J. Revisions to the Canadian should also take into account any factors that might be Triage and Acuity Scale paediatric guidelines (PaedCTAS). CJEM expected to a ect them. For example, measurements of 2008; 10: 224–43. 6 Duncan H, Hutchinson J, Parshuram CS. The pediatric early heart rate are known to be increased in children who are warning system score: a severity of illness score to predict urgent anxious or feverish,29 and, based on our results, in medical need in hospitalized children. J Crit Care 2006; 21: 271–78. children in developing countries. These factors should 7 Parshuram CS, Hutchinson J, Middaugh K. Development and initial validation of the bedside paediatric early warning system therefore inform the selection of appropriate centiles for score. Crit Care 2009; 13: 135. use as cuto values in such situations. 8 Akre M, Finkelstein M, Erickson M, Liu M, Vanderbilt L, The benefit of integrating our centiles into early warning Billman G. Sensitivity of the pediatric early warning score to identify patient deterioration. Pediatrics 2010; 125: e763–69. scores needs to be assessed. Improvement in sensitivity www.thelancet.com Vol 377 March 19, 2011 1017
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