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      Predicting Neonatal Skin Injury: The First Step to Reducing Skin Injuries in Neonates

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          Abstract

          Background:

          Skin injuries remain common in neonates admitted to neonatal intensive care units. While predicting neonates at risk of skin injury may assist in reducing the incidence of injury, currently there is limited evidence on which tool may be superior.

          Methods:

          A prospective study was completed during November-December 2016 to evaluate the predictive value of the Skin Risk Assessment and Management Tool (SRAMT). Comparisons were made between SRAMT and Neonatal/Infant Braden-Q Scale (BQS) as well as staff’s capacity to predict a neonate’s risk of skin injury. Data collected included gestation, weight, day of assessment, injury types, causation, medical devices in situ and risk scores.

          Results:

          In total, 248 assessments were completed with 38% (93) recorded skin injuries. Median (interquartile range) gestation and weight at assessment were 36.7 (26.86-56.86) weeks and 2.44 (0.99-4.06) kg, respectively. Receiver operating characteristic curve analysis showed the SRAMT had AUC ( SE) of 0.94 (0.02) compared with 0.82 (0.03) for BQS (0.011, P < .001). The SRAMT and BQS had sensitivity of [(90.0 (80.5-95.9), 72.86 (60.9-82.8)] and specificity [(88.46 (81.7-93.4), 79.23 (71.2-85.8)], respectively.

          Conclusion:

          In this study, the SRAMT’s capacity to predict neonates at risk of injury was higher than the Neonatal BQS and staff. Predicting injuries remains complex and often multifactorial.

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          Most cited references25

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          The meaning and use of the area under a receiver operating characteristic (ROC) curve.

          A representation and interpretation of the area under a receiver operating characteristic (ROC) curve obtained by the "rating" method, or by mathematical predictions based on patient characteristics, is presented. It is shown that in such a setting the area represents the probability that a randomly chosen diseased subject is (correctly) rated or ranked with greater suspicion than a randomly chosen non-diseased subject. Moreover, this probability of a correct ranking is the same quantity that is estimated by the already well-studied nonparametric Wilcoxon statistic. These two relationships are exploited to (a) provide rapid closed-form expressions for the approximate magnitude of the sampling variability, i.e., standard error that one uses to accompany the area under a smoothed ROC curve, (b) guide in determining the size of the sample required to provide a sufficiently reliable estimate of this area, and (c) determine how large sample sizes should be to ensure that one can statistically detect differences in the accuracy of diagnostic techniques.
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            Statistical methods for assessing agreement between two methods of clinical measurement.

            In clinical measurement comparison of a new measurement technique with an established one is often needed to see whether they agree sufficiently for the new to replace the old. Such investigations are often analysed inappropriately, notably by using correlation coefficients. The use of correlation is misleading. An alternative approach, based on graphical techniques and simple calculations, is described, together with the relation between this analysis and the assessment of repeatability.
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              Barrier function and water-holding and transport properties of infant stratum corneum are different from adult and continue to develop through the first year of life.

              Skin water barrier development begins in utero and is believed to be complete by week 34 of gestational age. The goal of this investigation was to assess the dynamic transport and distribution of water of the stratum corneum of infants and compare it to those of adults. The interaction of water with the stratum corneum was assessed by measuring capacitance, transepidermal water loss (TEWL), rates of absorption-desorption as well as Raman spectra as a function of depth (a total of 124 infants (3-12 months) and 104 adults (14-73 years)). The results show that capacitance, TEWL, and absorption-desorption rates had larger values consistently for infant stratum corneum throughout the first year of life and showed greater variation than those of adults. The Raman spectra analyzed for water and for the components of natural moisturizing factor (NMF) showed the distribution of water to be higher and have a steeper gradient in infants than in adults; the concentration of NMF was significantly lower in infants. The results suggest that although the stratum corneum of infants may appear intact shortly after birth (<1 month), the way it stores and transports water becomes adult-like only after the first year of life.
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                Author and article information

                Journal
                Health Serv Insights
                Health Serv Insights
                HIS
                sphis
                Health Services Insights
                SAGE Publications (Sage UK: London, England )
                1178-6329
                14 June 2019
                2019
                : 12
                : 1178632919845630
                Affiliations
                [1 ]Department of Neonatology, Centenary Hospital for Women and Children, Canberra Hospital and Health Services, Canberra, ACT, Australia
                [2 ]Synergy: Nursing and Midwifery Research Centre, UC and ACT Health, University of Canberra, Canberra, ACT, Australia
                [3 ]Tissue Viability Unit, Canberra Hospital, University of Canberra, Canberra, ACT, Australia
                [4 ]Men, Women and Children’s Health, The Medical School, College of Health and Medicine, Australian National University, Acton, ACT, Australia
                Author notes
                [*]Margaret Broom, Synergy: Nursing and Midwifery Research Centre, UC and ACT Health, University of Canberra, Canberra, ACT, 2600, Australia. Email: Margaret.Broom@ 123456act.gov.au
                Author information
                https://orcid.org/0000-0003-4306-2933
                Article
                10.1177_1178632919845630
                10.1177/1178632919845630
                6572893
                31236011
                f5f516cd-0e87-4780-b15e-50517df3ff2b
                © The Author(s) 2019

                This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License ( http://www.creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access pages ( https://us.sagepub.com/en-us/nam/open-access-at-sage).

                History
                : 7 March 2019
                : 28 March 2019
                Categories
                Original Research
                Custom metadata
                January-December 2019

                infant,risk assessment,pressure injury,skin injury
                infant, risk assessment, pressure injury, skin injury

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