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Need Data?
The Comparative Effectiveness Large Dataset Analysis Core (CELDAC) has 
developed resources to help UCSF faculty and trainees use large public 
data sets for comparative effectiveness or other translational research.  

•    Searchable online datasets inventory with information on more 
     than 80 national, state, and local datasets on a wide variety of 
     health and health care topics.  Entries include summary descriptions 
     as well as information on acquisition.  
     (inventory: ctsi.ucsf.edu/research/celdac)  

•    Repository of large datasets is available to UCSF researchers at no 
     cost in a secure remote data environment with a simple application 
     process.  Includes national and state data on hospital discharges 
     and emergency department visits from the Healthcare Cost and 
     Utilization Project, American Hospital Association Annual Survey on 
     hospital characteristics, and the Area Resource File, a compendium 
     of data on physician supply, demographics, and socio‐economic 
     characteristics.  
     (list of datasets: http://accelerate.ucsf.edu/research/large‐datasets)

•    Consultation services are available to help with any stage of 
     research using large datasets, from study design and 
     conceptualization through dataset selection and programming.  
     (consultation services: http://ctsi.ucsf.edu/consult)

If you would like to know more or have questions about CELDAC’s tools and services, 
please contact Claire Will (claire.will@ucsf.edu, celdac@ucsf.edu, 415‐476‐6009).  

CELDAC is supported by the California Healthcare Foundation and is a collaboration 
between the Philip R. Lee Institute for Health Policy Studies, the UCSF Clinical and 
Translational Science Institute, and Academic Research Systems.  

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UCSF Informatics Day 2014 - Dana Ludwig, "Research Data Browser"
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UCSF Informatics Day 2014 - Sayan Chatterjee, "APeX Reporting"
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UCSF Informatics Day 2014 - Sam Hawgood, "Informatics at UCSF"
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UCSF CER - Comparative Effectiveness Large Dataset Analysis Core (Symposium 2013)

  • 1. Need Data? The Comparative Effectiveness Large Dataset Analysis Core (CELDAC) has  developed resources to help UCSF faculty and trainees use large public  data sets for comparative effectiveness or other translational research.   • Searchable online datasets inventory with information on more  than 80 national, state, and local datasets on a wide variety of  health and health care topics.  Entries include summary descriptions  as well as information on acquisition.   (inventory: ctsi.ucsf.edu/research/celdac)   • Repository of large datasets is available to UCSF researchers at no  cost in a secure remote data environment with a simple application  process.  Includes national and state data on hospital discharges  and emergency department visits from the Healthcare Cost and  Utilization Project, American Hospital Association Annual Survey on  hospital characteristics, and the Area Resource File, a compendium  of data on physician supply, demographics, and socio‐economic  characteristics.   (list of datasets: http://accelerate.ucsf.edu/research/large‐datasets) • Consultation services are available to help with any stage of  research using large datasets, from study design and  conceptualization through dataset selection and programming.   (consultation services: http://ctsi.ucsf.edu/consult) If you would like to know more or have questions about CELDAC’s tools and services,  please contact Claire Will (claire.will@ucsf.edu, celdac@ucsf.edu, 415‐476‐6009).   CELDAC is supported by the California Healthcare Foundation and is a collaboration  between the Philip R. Lee Institute for Health Policy Studies, the UCSF Clinical and  Translational Science Institute, and Academic Research Systems.