Optimizing Multi-Location, Multi-Specialty Hospital Group Performance Through Actionable Insights
Client Overview

A multi-specialty hospital group located across country locations wanted to grow in a highly competitive market but having very limited data-driven decision-making process due to lack of technical expertise and unexplored data from different specialties and departments. Group also wanted to understand the efficiency of internal operations and cost of running maintenance activity and how to make operations and processes more efficient.

Business Challenge
  • What will be estimated revenue for next 3 years?
  • What is the key area needs to improve in operations and processes to reduce leakage?
  • What are key equipment’s we are missing to improve the interdepartmental process?
  • Where we are spending most and where we need more budget and attention to improve efficiency?
  • Which specialities requires more attention to increasing revenue & profit?
  • What is the quality of our surveillance system?
  • How to maximize existing infra utilization?
VOLANSYS Solution

VOLANSYS provided them consulting to add value and derive some meaningful actionable items out of available data streams and what other data requires to strengthen data driving decision-making culture across all departments.

Data Warehouse

About 20 GB of data for last 5 years

  • Billing & OS data
  • Revenue data
  • IT inventory & purchase data
  • Pharma billing & inventory data
  • Surgeries data
  • Clinical operations data
  • IT & Infra related requests
  • Infra maintenance & PO data
  • Patient’s demographic information
  • Infrastructure spending costs
Approach
Discovery
  • Compared inventory stock with next purchase cycle to identify consumption and cross-validated against requirement across all facilities
Diagnosis
  • Variance in proposed and actual purchase patterns to identify operations efficiency and improvement areas
Prediction
  • What-if and regression method to predict growth for next years
  • Simulation analysis for ARPOB, LOS relation with profit
Actionable insights
  • Categorical analysis to get revenue turnover in LPA by specialty, Inpatient/Outpatient, surgeries and pharma operations
  • Performance of group from turnover using parameter matrix of ARPOB, ALOS
Analytics Result
  • Hospital group will grow at 5% of average for next 3 years using Simulation Analysis
  • 6-7% leakage in expenses for sanitizing products and equipment using Diagnostic Analytics
  • Revenue loss about 0.5% due to delay in scheduling major surgeries due to doctor’s availability is major concern and can be cured with better communication methods
Recommendations
  • Suggested to centralized automated process for operation as it will save about 10% of time by avoiding current poor practices of manual processes
  • Expense cost about 60% in data backup and surveillance back is concerned and can be reduced by upgrading latest technology and better hosting options
Benefits Delivered
  • Streamlined about 8% revenue growth by providing actionable insights and predictive analysis using parameters – ARPOB, LOS, billing (zero billing) and specialty wise surgeries with billing and revenue information