Are observation selection methods important when comparing early warning score performance?

This data was imported from PubMed:

Authors: Jarvis, S.W., Kovacs, C., Briggs, J., Meredith, P., Schmidt, P.E., Featherstone, P.I., Prytherch, D.R. and Smith, G.B.

Journal: Resuscitation

Volume: 90

Pages: 1-6

eISSN: 1873-1570

DOI: 10.1016/j.resuscitation.2015.01.033

INTRODUCTION: Sicker patients generally have more vital sign assessments, particularly immediately before an adverse outcome, and especially if the vital sign monitoring schedule is driven by an early warning score (EWS) value. This lack of independence could influence the measured discriminatory performance of an EWS. METHODS: We used a population of 1564,143 consecutive vital signs observation sets collected as a routine part of patients' care. We compared 35 published EWSs for their discrimination of the risk of death within 24h of an observation set using (1) all observations in our dataset, (2) one observation per patient care episode, chosen at random and (3) one observation per patient care episode, chosen as the closest to a randomly selected point in time in each episode. We compared the area under the ROC curve (AUROC) as a measure of discrimination for each of the 35 EWSs under each observation selection method and looked for changes in their rank order. RESULTS: There were no significant changes in rank order of the EWSs based on AUROC between the different observation selection methods, except for one EWS that included age among its components. Whichever method of observation selection was used, the National Early Warning Score (NEWS) showed the highest discrimination of risk of death within 24h. AUROCs were higher when only one observation set was used per episode of care (significantly higher for many EWSs, including NEWS). CONCLUSIONS: Vital sign measurements can be treated as if they are independent - multiple observations can be used from each episode of care--when comparing the performance and ranking of EWSs, provided no EWS includes age.

This data was imported from Scopus:

Authors: Jarvis, S.W., Kovacs, C., Briggs, J., Meredith, P., Schmidt, P.E., Featherstone, P.I., Prytherch, D.R. and Smith, G.B.

Journal: Resuscitation

Volume: 90

Pages: 1-6

eISSN: 1873-1570

ISSN: 0300-9572

DOI: 10.1016/j.resuscitation.2015.01.033

© 2015 Elsevier Ireland Ltd. Introduction: Sicker patients generally have more vital sign assessments, particularly immediately before an adverse outcome, and especially if the vital sign monitoring schedule is driven by an early warning score (EWS) value. This lack of independence could influence the measured discriminatory performance of an EWS. Methods: We used a population of 1564,143 consecutive vital signs observation sets collected as a routine part of patients' care. We compared 35 published EWSs for their discrimination of the risk of death within 24. h of an observation set using (1) all observations in our dataset, (2) one observation per patient care episode, chosen at random and (3) one observation per patient care episode, chosen as the closest to a randomly selected point in time in each episode. We compared the area under the ROC curve (AUROC) as a measure of discrimination for each of the 35 EWSs under each observation selection method and looked for changes in their rank order. Results: There were no significant changes in rank order of the EWSs based on AUROC between the different observation selection methods, except for one EWS that included age among its components. Whichever method of observation selection was used, the National Early Warning Score (NEWS) showed the highest discrimination of risk of death within 24. h. AUROCs were higher when only one observation set was used per episode of care (significantly higher for many EWSs, including NEWS). Conclusions: Vital sign measurements can be treated as if they are independent - multiple observations can be used from each episode of care - when comparing the performance and ranking of EWSs, provided no EWS includes age.

This data was imported from Web of Science (Lite):

Authors: Jarvis, S.W., Kovacs, C., Briggs, J., Meredith, P., Schmidt, P.E., Featherstone, P.I., Prytherch, D.R. and Smith, G.B.

Journal: RESUSCITATION

Volume: 90

Pages: 1-6

eISSN: 1873-1570

ISSN: 0300-9572

DOI: 10.1016/j.resuscitation.2015.01.033

This data was imported from Europe PubMed Central:

Authors: Jarvis, S.W., Kovacs, C., Briggs, J., Meredith, P., Schmidt, P.E., Featherstone, P.I., Prytherch, D.R. and Smith, G.B.

Journal: Resuscitation

Volume: 90

Pages: 1-6

eISSN: 1873-1570

ISSN: 0300-9572

Sicker patients generally have more vital sign assessments, particularly immediately before an adverse outcome, and especially if the vital sign monitoring schedule is driven by an early warning score (EWS) value. This lack of independence could influence the measured discriminatory performance of an EWS.We used a population of 1564,143 consecutive vital signs observation sets collected as a routine part of patients' care. We compared 35 published EWSs for their discrimination of the risk of death within 24h of an observation set using (1) all observations in our dataset, (2) one observation per patient care episode, chosen at random and (3) one observation per patient care episode, chosen as the closest to a randomly selected point in time in each episode. We compared the area under the ROC curve (AUROC) as a measure of discrimination for each of the 35 EWSs under each observation selection method and looked for changes in their rank order.There were no significant changes in rank order of the EWSs based on AUROC between the different observation selection methods, except for one EWS that included age among its components. Whichever method of observation selection was used, the National Early Warning Score (NEWS) showed the highest discrimination of risk of death within 24h. AUROCs were higher when only one observation set was used per episode of care (significantly higher for many EWSs, including NEWS).Vital sign measurements can be treated as if they are independent - multiple observations can be used from each episode of care--when comparing the performance and ranking of EWSs, provided no EWS includes age.

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