Data Mining: Childhood Injury Control and Beyond

2009 ◽  
Vol 67 (Supplement) ◽  
pp. S108-S110 ◽  
Author(s):  
Joseph J. Tepas
PEDIATRICS ◽  
1969 ◽  
Vol 44 (5) ◽  
pp. 865-869
Author(s):  
Roger J. Meyer

The medical school, the school of engineering, the liberal arts college, and the high school all share a common problem today: the exponential growth of knowledge and the increasing complexity of contemporary society have caused numerous demands for further crowding their already crowded curriculums. Thus, there are those who believe that high school students "must" get driver education, that engineering students "must" learn something about the social sciences, that liberal-arts students "must" have a course in computer technology. Often these needs are "felt" by their proponents rather than demonstrated objectively, and often the proponents seem unaware that the subject matter they advocate might be acquired with equal or greater effectiveness outside a formal curriculum. The paper that follows, however, distinguishes itself in several ways from the hortatory pleadings characteristic of special-interest groups. To begin with, it demonstrates the cost-benefits of sound injury-control teaching in departments of pediatrics. Secondly, it points out that much needs to be done in the development of materials and methods before a demonstrably sound program can be proposed. (In both these respects the author provides a sharp contrast with the proponents of driver education, who have successfully lobbied into the American high school curriculum a program whose methods and materials have never been subjected to systematic evaluation and whose outcomes have been questioned by responsible research.) Lastly, the paper does not propose that the departments of pediatrics is the "ideal" or "inevitable" site for the teaching of injury control; rather, the responsibility for the program is seen as shared among many community institutions and agencies. The paper does not, unfortunately, address itself to the question of the role of the pediatrician in injury control, although this question needs to be answered before adequate materials and methods can be fully developed. Should the pediatrician's role be a purely preventive one? And, if so, should he focus his efforts on the patient and his family or on environmental hazards in the community as a whole or on the broad social, cultural, and technological factors found to be related to accidental injury in children? Should he be sufficiently trained in research methodology to carry on his own investigations or should he be taught to work with other specialists in an interdisciplinary context? A number of papers in this volume demonstrate the methodological inadequacies of even the most dedicated pediatrician. On the other hand, interdisciplinary research, despite the lip service which it constantly receives, is beset with problems and has produced few findings that can be incorporated into action programs or that offer clear guidelines for the teaching of injury control-in medical schools or elsewhere. As the paper makes clear, the student in a medical school today learns little to make him effective in reducing childhood injury. But, what, when, and how he is to be taught remain unanswered questions.


1992 ◽  
Vol 20 (2) ◽  
pp. 95-100 ◽  
Author(s):  
Harvey J. Ginsburg

Childhood injury epidemiologists and injury control researchers commonly use a forty-year-old epidemiologic agent-host-environment model to explain injuries and have not considered the value of placing childhood injuries in the context of general theories of human development. The psychosocial stages elucidated by Erik H. Erikson may be a useful heuristic approach for childhood injury investigators to consider. Examples of common childhood injuries during the first four psychosocial stages, trust vs. mistrust, autonomy vs. shame and doubt, initiative vs. guilt and industry vs inferiority are presented to illustrate how Erikson's theory may be of value in understanding and controlling the prevalence of childhood injuries in the United States.


PEDIATRICS ◽  
1969 ◽  
Vol 44 (5) ◽  
pp. 793-793
Author(s):  
Roger J. Meyer

The search for childhood injury control, while encountering new advances in safety engineering, human understanding and techniques of study, continually leads to receding child safety horizons. Technologic gains pose new threats to child and family life; the increasingly rapid pace of living creates problems for children and those who supervise them. Each method of injury is a "disease" unto itself in terms of epidemiologic factors involving the child and his human and physical environment that interact to produce injury and disability. Two years ago, a group of scientists, pediatric practitioners, and public health authorities met in Charlottesville, Virginia, for the first National Childhood Injury Symposium. Many disciplines were represented and a variety of views of the childhood injury problem were offered; it became apparent that this leading health problem of children required all of these disciplines not only to understand the issues involved but to launch an attack upon it. As a result of this first meeting, a score of new studies were developed, more effective communication between investigators and those interested in prevention was initiated, and a more adequate understanding of the complex health problem was obtained. It soon became apparent from participants and other interested workers that another meeting would have an advantage for these reasons. The papers which follow reflect some of the extent of this interest and knowledge which has developed concerning childhood injury. The interdisciplinary nature of the representation of intensive workshop activities was a part of the program, although not included here due to limitations of space.


2020 ◽  
Author(s):  
Mohammed J. Zaki ◽  
Wagner Meira, Jr
Keyword(s):  

2010 ◽  
Vol 24 (2) ◽  
pp. 112-119 ◽  
Author(s):  
F. Riganello ◽  
A. Candelieri ◽  
M. Quintieri ◽  
G. Dolce

The purpose of the study was to identify significant changes in heart rate variability (an emerging descriptor of emotional conditions; HRV) concomitant to complex auditory stimuli with emotional value (music). In healthy controls, traumatic brain injured (TBI) patients, and subjects in the vegetative state (VS) the heart beat was continuously recorded while the subjects were passively listening to each of four music samples of different authorship. The heart rate (parametric and nonparametric) frequency spectra were computed and the spectra descriptors were processed by data-mining procedures. Data-mining sorted the nu_lf (normalized parameter unit of the spectrum low frequency range) as the significant descriptor by which the healthy controls, TBI patients, and VS subjects’ HRV responses to music could be clustered in classes matching those defined by the controls and TBI patients’ subjective reports. These findings promote the potential for HRV to reflect complex emotional stimuli and suggest that residual emotional reactions continue to occur in VS. HRV descriptors and data-mining appear applicable in brain function research in the absence of consciousness.


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