A big-data approach to producing descriptive anthropometric references: a feasibility and validation study of paediatric growth charts.

BACKGROUND: Both national and WHO growth charts have been found to be poorly calibrated with the physical growth of children in many countries. We aimed to generate new national growth charts for French children in the context of huge datasets of physical growth measurements routinely collected by office-based health practitioners. METHODS: We recruited 32 randomly sampled primary care paediatricians and ten volunteer general practitioners from across the French metropolitan territory who used the same electronic medical records software, from which we extracted all physical growth data for the paediatric patients, with anonymisation. We included measurements from all children born from Jan 1, 1990, and aged 1 month to 18 years by Feb 8, 2018, with birthweight greater than 2500 g, to which an automated process of data cleaning developed to detect and delete measurement or transcription errors was applied. Growth charts for weight and height were derived by using generalised additive models for location, scale, and shape with the Box-Cox power exponential distribution. We compared the new charts to WHO growth charts and existing French national growth charts, and validated our charts using growth data from recent national cross-sectional surveys. FINDINGS: After data cleaning, we included 1 458 468 height and 1 690 340 weight measurements from 238 102 children. When compared with the existing French national and WHO growth charts, all height SD and weight percentile curves for the new growth charts were distinctly above those for the existing French national growth charts, as early as age 1 month, with an average difference of -0·75 SD for height and -0·50 SD for weight for both sexes. Comparison with national cross-sectional surveys showed satisfactory calibration, with generally good fit for children aged 5-6 years and 10-11 years in height and weight and small differences at age 14-15 years. INTERPRETATION: We successfully produced calibrated paediatric growth charts by using a novel big-data approach applied to data routinely collected in clinical practice that could be used in many fields other than anthropometry. FUNDING: The French Ministry of Health; Laboratoires Guigoz-General Pediatrics section of the French Society of Pediatrics-Pediatric Epidemiological Research Group; and the French Association for Ambulatory Pediatrics.

Priority target conditions for algorithms for monitoring children's growth: Interdisciplinary consensus.

BACKGROUND: Growth monitoring of apparently healthy children aims at early detection of serious conditions through the use of both clinical expertise and algorithms that define abnormal growth. Optimization of growth monitoring requires standardization of the definition of abnormal growth, and the selection of the priority target conditions is a prerequisite of such standardization. OBJECTIVE: To obtain a consensus about the priority target conditions for algorithms monitoring children's growth. METHODS: We applied a formal consensus method with a modified version of the RAND/UCLA method, based on three phases (preparatory, literature review, and rating), with the participation of expert advisory groups from the relevant professional medical societies (ranging from primary care providers to hospital subspecialists) as well as parent associations. We asked experts in the pilot (n = 11), reading (n = 8) and rating (n = 60) groups to complete the list of diagnostic classification of the European Society for Paediatric Endocrinology and then to select the conditions meeting the four predefined criteria of an ideal type of priority target condition. RESULTS: Strong agreement was obtained for the 8 conditions selected by the experts among the 133 possible: celiac disease, Crohn disease, craniopharyngioma, juvenile nephronophthisis, Turner syndrome, growth hormone deficiency with pituitary stalk interruption syndrome, infantile cystinosis, and hypothalamic-optochiasmatic astrocytoma (in decreasing order of agreement). CONCLUSION: This national consensus can be used to evaluate the algorithms currently suggested for growth monitoring. The method used for this national consensus could be re-used to obtain an international consensus.

[What position should the practitioner adopt when confronted with a suspicion of abuse to an infant?]. / Quelle attitude dolt adopter le praticien face a une suspicion de maltraitance chez un petit enfant?

The role of physicians in the identification of child abuse is essential. The changes introduced by the Act of March 2007 created new procedures that practitioners must be aware of and be able to implement. Thus, in addition to reporting to judicial authorities, the law establishes the concept of "information that is cause for concern" and its evaluation by the CRIP (Departmental Unit for Gathering and Evaluating Reports Citing Concern). The relative isolation of independent physicians in these situations adds to their difficulties. Comprehensive knowledge of available tools should help them in their practice.

[Screening of the vision and hearing disorders in children from 0 to 3 years of age]. / Dépistage des troubles visuels et auditifs de l'enfant de 0 a 3 ans.

The screening of the visual and auditive sensory disorders is a significant stake of public health in France. Those are still too late and do not allow the assumption of responsibility early necessary. Between 0 and 3 years the issue is to avoid the two principal problems: irreversible amblyopia and language acquisition disorders by auditive deficit. It is thus advisable to find strategies which improve this situation. Pragmatic medical attitude and usual tests, usable in daily practice of the doctors who have really contact with the children, should be suggested.