TY - JOUR
T1 - Utility of the 5-Minute Apgar Score as a Research Endpoint
AU - Bovbjerg, Marit L.
AU - Dissanayake, Mekhala V.
AU - Cheyney, Melissa
AU - Brown, Jennifer
AU - Snowden, Jonathan M.
N1 - Funding Information:
This work was supported by the Health Resources and Services Administration (grant R40MC26810 to M.L.B. and M.C.) and the Eunice Kennedy Shriver National Institute of Child Health and Human Development (grant R00 HD079658-03 to J.M.S., also funding M.V.D.). Data collection for Midwives Alliance of North America Statistics Project, J.B. as a research assistant, and assistance with manuscript formatting were funded by the Foundation for the Advancement of Midwifery.
Publisher Copyright:
© 2019 The Author(s).
PY - 2019/9/1
Y1 - 2019/9/1
N2 - Although Apgar scores are commonly used as proxy outcomes, little evidence exists in support of the most common cutpoints (<7, <4). We used 2 data sets to explore this issue: one contained planned community births from across the United States (n = 52,877; 2012-2016), and the other contained hospital births from California (n = 428,877; 2010). We treated 5-minute Apgars as clinical "tests," compared against 18 known outcomes; we calculated sensitivity, specificity, positive and negative predictive values, and the area under the receiver operating characteristic curve for each. We used 3 different criteria to determine optimal cutpoints. Results were very consistent across data sets, outcomes, and all subgroups: The cutpoint that maximizes the trade-off between sensitivity and specificity is universally <9. However, extremely low positive predictive values for all outcomes at <9 indicate more misclassification than is acceptable for research. The areas under the receiver operating characteristic curves (which treat Apgars as quasicontinuous) were generally indicative of adequate discrimination between infants destined to experience poor outcomes and those not; comparing median Apgars between groups might be an analytical alternative to dichotomizing. Nonetheless, because Apgar scores are not clearly on any causal pathway of interest, we discourage researchers from using them unless the motivation for doing so is clear.
AB - Although Apgar scores are commonly used as proxy outcomes, little evidence exists in support of the most common cutpoints (<7, <4). We used 2 data sets to explore this issue: one contained planned community births from across the United States (n = 52,877; 2012-2016), and the other contained hospital births from California (n = 428,877; 2010). We treated 5-minute Apgars as clinical "tests," compared against 18 known outcomes; we calculated sensitivity, specificity, positive and negative predictive values, and the area under the receiver operating characteristic curve for each. We used 3 different criteria to determine optimal cutpoints. Results were very consistent across data sets, outcomes, and all subgroups: The cutpoint that maximizes the trade-off between sensitivity and specificity is universally <9. However, extremely low positive predictive values for all outcomes at <9 indicate more misclassification than is acceptable for research. The areas under the receiver operating characteristic curves (which treat Apgars as quasicontinuous) were generally indicative of adequate discrimination between infants destined to experience poor outcomes and those not; comparing median Apgars between groups might be an analytical alternative to dichotomizing. Nonetheless, because Apgar scores are not clearly on any causal pathway of interest, we discourage researchers from using them unless the motivation for doing so is clear.
KW - Apgar score
KW - ROC curve
KW - infant health
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U2 - 10.1093/aje/kwz132
DO - 10.1093/aje/kwz132
M3 - Article
C2 - 31145428
AN - SCOPUS:85072059150
SN - 0002-9262
VL - 188
SP - 1695
EP - 1704
JO - American Journal of Epidemiology
JF - American Journal of Epidemiology
IS - 9
ER -