Predictive Analytics for Better Scheduling in Hospitals

Insights from Imaginea

Private and confidential. Copyright (C) 2017, Imaginea Technologies Inc. All rights reserve.

Hospitals grapple with staffing challenges every day

Shortage of physician & nurses

Staff imbalance

Overtime

Burnout

70% of Clinical

Manager time & effort is spent

addressing staffing challenges

Research indicates a direct correlation between staffing issues & clinical outcome

Clinical issuesStaffing issues

Patient safety

Quality of care

Patient satisfaction

Revenue

IMPACTS

The age of algorithm based scheduling

Today we have predictive models & algorithms that can accurately schedule not just for next shift, but for next few months.

Hospitals can leverage this emerging technology to achieve patient-centric scheduling & better staff utilization.

We have developed one such solution for a leading

Healthcare Platform that leverages Machine Learning

& advanced mathematical models to schedule hospital operations

Better quality & completeness of data leads to more accurate scheduling

To overcome these challenges, we built a comprehensive data collection & data validation solution that automates data collation, detects anomaly & integrates well will various systems. Data feeds include historical EHR, future appointment & current staff schedules.

Datainconsistency

Variety of data

sources

Complextechnologylandscape

Data QualityChallenges

Understand the big picture using predictive models

Dataanalyzed

Resourceavailability

Staffschedules

Operatinghours

Appointmenthistory

Otherparameters

The result is an accurate patient centric

scheduling that minimizes patient wait time & improves the

quality of patient care

PREDICTIVE ENGINE

Built-in reporting & allocation

Have an embedded easy to understand visual dashboard with key performance metrics

Patientwait time

Staffutilization

Treatmentvolume

Forecastdemand

Understandtrends

STAFF COST

>50% Staff costs are more than half the expenditure for hospitals

Predictive scheduling will have a direct impact on the profit margin

through better utilization

Benefits of Predictive Analytics in Hospital Scheduling

Better patient care

Less patient wait time

Increase in patient access

Reduced healthcare

delivery cost

EXPLORE PREDICTIVE ANALYTICS WITH IMAGINEA?

Among early adopters who have been building Predictive Scheduling engine since 2008

Built an advanced predictive recommendation engine for a Retail Personalization Platform

First movers & open source contributors to Big Data technology such as Apache Spark, Apache Hadoop & Zeppelin

To find out more, visit http://www.imaginea.com

Disclaimer

This document may contain forward-looking statements concerning products and strategies. These statements are based on management's current expectations and actual results may differ materially from those projected, as a result of certain risks, uncertainties and assumptions, including but not limited to: the growth of the markets addressed by our products and our customers' products, the demand for and market acceptance of our products; our ability to successfully compete in the markets in which we do business; our ability to successfully address the cost structure of our offerings; the ability to develop and implement new technologies and to obtain protection for the related intellectual property; and our ability to realize financial and strategic benefits of past and future transactions. These forward-looking statements are made only as of the date indicated, and the company disclaims any obligation to update or revise the information contained in any forward-looking statements, whether as a result of new information, future events or otherwise.

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Credits

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Private and confidential. Copyright (C) 2017, Imaginea Technologies Inc. All rights reserve.