Journal of Healthcare Management - July/August 2014 - (Page 261)

D ec I sI ons t Hroug H D ata : a nalytIcs Predictive modeling is best suited for organizations managing large patient populations. With all three methods, the applicable information mined from raw data supports improvements in the quality of care and cost efficiency (Prewitt, 2012). Currently, opportunities for improvement often arise only in the wake of a problematic situation. The use of small data, real-time analytics, and predictive modeling will revolutionize the healthcare field by increasing those opportunities beyond reacting to emerging problems. REFERENCES Asparouhov, O. (2012, August 31). Why is predictive modeling essential to health care? Retrieved from http://www.medai .com/2012/08/why-is-predictive-modeling -essential-to-health-care/ Bresnick, J. (2013a). In healthcare analytics, real-time data tops the wish list. Retrieved from http://healthitanalytics.com/2013 /10/21/in-healthcare-analytics-real -time-data-tops-the-wish-list/ Bresnick, J. (2013b). Real-time EHR data analytics helps reduce readmission by 5%. Retrieved from http://ehrintelligence.com /2013/08/02/real-time-ehr-data-analytics -helps-reduce-readmissions-by-5/ Burns, W. A. (2013, February). Healthcare data's perfect storm: Why healthcare organizations are drowning in the data they are creating and why they need even more data to weather the storm. Retrieved from http://www.hds.com/assets/pdf /healthcare-datas-perfect-storm.pdf Cortada, J. W., Gordon, D., & Lenihan, B. (2012, January). The value of analytics in healthcare: From insights to outcomes. Retrieved from https://www.ibm.com /smarterplanet/global/files/the_value_ of_analytics_in_healthcare.pdf Datoo, S. (2013, November 22). Rapid development in big data analytics has led to increased investment. The Guardian. Retrieved from http://www.theguardian .com/news/2013/nov/22/rapid -development-in-big-data-analytics-has -led-to-increased-investment In H ealtHcare Fisher, W. G. (2012, March 19). Doctors are drowning in too much data, not enough appropriate information. Retrieved from http://medcitynews.com/2012/03/ doctors-are-drowning-in-too-much-data -not-enough-appropriate-information/ Frost & Sullivan. (2012). Drowning in big data? Reducing information technology complexities and costs for healthcare organizations. Retrieved from http://www .emc.com/collateral/analyst-reports/ frost-sullivan-reducing-information -technology-complexities-ar.pdf Gooch, J. J. (2013, November 1). Small data creates backbone for medical homes. Retrieved from http://managedhealthcare executive.modernmedicine.com/managed -healthcare-executive/news/small-data -creates-backbone-medicalhomes?contextCategoryId=96 Groves, P., Kayyali, B., Knott, D., & Van Kuiken, S. (2013, January). The "big data" revolution in healthcare: Accelerating value and innovation. Chicago: Business Technology Office, Center for US Health System Reform, McKinsey & Company. Ingenix. (2006). Five essentials for evaluating predictive modeling solutions. Retrieved from http://www.optuminsight.com/~/ media/Ingenix/Resources/White%20 Papers/5EssentialsforEvaluatingPM Solutions.pdf Jacob, S. (2012, December 10). Young Parkland physician makes a splash with predictive modeling software. Retrieved from http:// healthcare.dmagazine.com/2012/12/10 /young-parkland-physician-makes-a-splash -with-predictive-modeling-software/ Kaiser Permanente Division of Research. (2013, August 20). Large-scale Kaiser Permanente program linked to improved blood pressure control. Retrieved from http:// www.dor.kaiser.org/external/news/ press_releases/Large-Scale_Kaiser_ Permanente_Program_Linked_to_ Improved_Blood_Pressure_Control/ Kayyali, B., Knott, D., & Van Kuiken S. (2013). The big-data revolution in US health care: Accelerating value and innovation. Received from http://www.mckinsey.com /insights/health_systems_and_services /the_big-data_revolution_in_us_health _care Kibbe, D.C., & Kuraitis, V. (2012, August 29). The power of small. Retrieved from http:// 261 http://medcitynews.com/2012/03/doctors-are-drowning-in-too-much-data-not-enough-appropriate-information/ http://www.emc.com/collateral/analyst-reports/frost-sullivan-reducing-information-technology-complexities-ar.pdf http://managedhealthcareexecutive.modernmedicine.com/managed-healthcare-executive/news/small-data-creates-backbone-medical-homes?contextCategoryId=96 http://www.medai.com/2012/08/why-is-predictive-modeling-essential-to-health-care/ http://healthitanalytics.com/2013/10/21/in-healthcare-analytics-real-time-data-tops-the-wish-list/ http://www.optuminsight.com/~/media/Ingenix/Resources/White%20Papers/5EssentialsforEvaluatingPMSolutions.pdf http://ehrintelligence.com/2013/08/02/real-time-ehr-data-analytics-helps-reduce-readmissions-by-5/ http://healthcare.dmagazine.com/2012/12/10/young-parkland-physician-makes-a-splash-with-predictive-modeling-software/ http://www.hds.com/assets/pdf/healthcare-datas-perfect-storm.pdf http://www.dor.kaiser.org/external/news/press_releases/Large-Scale_Kaiser_Permanente_Program_Linked_to_Improved_Blood_Pressure_Control/ https://www.ibm.com/smarterplanet/global/files/the_value_of_analytics_in_healthcare.pdf http://www.mckinsey.com/insights/health_systems_and_services/the_big-data_revolution_in_us_health_care http://www.theguardian.com/news/2013/nov/22/rapid-development-in-big-data-analytics-has-led-to-increased-investment http://www.thehealthcareblog.com/blog/2012/08/29/small-data/

Table of Contents for the Digital Edition of Journal of Healthcare Management - July/August 2014

Journal of Healthcare Management - July/August 2014
Contents
Interview With Charles R. Evans, FACHE, President of the International Health Services Group and Senior Advisor at Jackson Healthcare
The Most Effective Leadership Style for the New Landscape of Healthcare
Exploring Obstacles to Success for Early Careerists in Healthcare Leadership
Decisions Through Data: Analytics in Healthcare
Sustainable Competitive Advantage for Accountable Care Organizations
Hospital Characteristics Associated With Achievement of Meaningful Use
The Effect of Professional Culture on Intrinsic Motivation Among Physicians in an Academic Medical Center
Abstract from the Academy of Management

Journal of Healthcare Management - July/August 2014