Jeeyae Choi, Seoyoon Woo, Valerie Tarte
Informatics Competencies of Students in a Doctor of Nursing Practice Program: A Descriptive Study
Healthcare informatics research
layout scale spatial form urban employment centers important guidelines rational layout public service facilities urban transportation medical care education paper use internet cell phone positioning data identify workplace residence users beijing city area obtain commuting data employed measure employment center system beijing firstly employment density distribution generated using data working places employed persons employment centers identified based employment density beijing use business registration data employment centers measure industrial diversity within employment centers using ecological shannon wiener diversity index combine commuting links employment centers places residence measure energy level employment center analyze hinterland sphere influence center finally using industrial diversity index employment centers average commuting time employed persons combined kmeans clustering algorithm classify employment centers beijing employment center identification classification method based big data constructed study help solve limitations previous employment center system research terms center identification commuting linkage measurement due large spatial units lack commuting data certain extent study provide reference regular understanding technical analysis employment centers provide help employment multicenter system beijing terms quantifying employment spatial structure guiding construction multicenter system adjusting land use rules