J Am Med Inform Assoc - Toward a science of learning systems: a research agenda for the high-functioning Learning Health System.

Tópicos

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Resumo

JECTIVE: The capability to share data, and harness its potential to generate knowledge rapidly and inform decisions, can have transformative effects that improve health. The infrastructure to achieve this goal at scale--marrying technology, process, and policy--is commonly referred to as the Learning Health System (LHS). Achieving an LHS raises numerous scientific challenges.MATERIALS AND METHODS: The National Science Foundation convened an invitational workshop to identify the fundamental scientific and engineering research challenges to achieving a national-scale LHS. The workshop was planned by a 12-member committee and ultimately engaged 45 prominent researchers spanning multiple disciplines over 2 days in Washington, DC on 11-12 April 2013.RESULTS: The workshop participants collectively identified 106 research questions organized around four system-level requirements that a high-functioning LHS must satisfy. The workshop participants also identified a new cross-disciplinary integrative science of cyber-social ecosystems that will be required to address these challenges.CONCLUSIONS: The intellectual merit and potential broad impacts of the innovations that will be driven by investments in an LHS are of great potential significance. The specific research questions that emerged from the workshop, alongside the potential for diverse communities to assemble to address them through a 'new science of learning systems', create an important agenda for informatics and related disciplines.

Resumo Limpo

jectiv capabl share data har potenti generat knowledg rapid inform decis can transform effect improv health infrastructur achiev goal scalemarri technolog process policyi common refer learn health system lhs achiev lhs rais numer scientif challengesmateri method nation scienc foundat conven invit workshop identifi fundament scientif engin research challeng achiev nationalscal lhs workshop plan member committe ultim engag promin research span multipl disciplin day washington dc april result workshop particip collect identifi research question organ around four systemlevel requir highfunct lhs must satisfi workshop particip also identifi new crossdisciplinari integr scienc cybersoci ecosystem will requir address challengesconclus intellectu merit potenti broad impact innov will driven invest lhs great potenti signific specif research question emerg workshop alongsid potenti divers communiti assembl address new scienc learn system creat import agenda informat relat disciplin

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