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Value Add
BI & KPI -Continuously Improving Hospital Performance
BI can provide simple, focussed and traceable information
about your hospital's performance
Every hospital wants to improve performance. But the devil is in the details,
and if you don't specify clearly what you want to improve and then measure performance,
your dreams will never take wing. Business Intelligence or BI allows management
to have a clear idea of what is happening in the hospital or in multiple group
hospitals. It is the next generation of reporting, where data from different
sources can be collected in a data warehouse, cleaned and then presented in
logical and actionable manner.
There are over 30 BI products in the market today. Starting from some good open
source offerings from Pentaho, Jaspersoft, Redhat and OpenBI to the familiar
(if expensive) names such as Cognos, Business Objects and Hyperion.
BI can provide simple, focussed and traceable information about your hospital's
performance. It takes data from your Hospital Information System and other databases
used in the hospital, to monitor Key Performance Indicators (KPI) that you have
defined. Typically, BI solutions use easy-to-read Dashboards, similar in approach
to how you monitor the functioning of your car. You can set desired values and
have the BI solution alert you when there is a significant deviation. You can
predict load, performance and collections using statistical analysis. Starting
from the simpler analytics, you can go all the way into some mighty complex
computations to identify problem areas well before they blow up in your face.
However, there are many instances of people accurately monitor the wrong things.
A good way to set your metrics is to see how hospitals are typically rated and
measure yourself against these parameters. Hospital Ratings typically focus
on KPIs for clinical excellence, operating efficiency and financial health.
Examples of some KPIs evaluating the hospital's overall performance would include:
- Risk-adjusted mortality index. lRisk-adjusted complications
index.
- Risk-adjusted patient safety index.
- Severity-adjusted average length of stay. lExpense
per adjusted discharge, case mix- and wage-adjusted.
- Profitability (operating profit margin). l Cash to
total debt ratio. lTangible assets (net plant, property, and equipment) per
adjusted discharge.
- Growth in patient volume.
In addition to these, department-specific or function specific KPIs are to be
decided on. As an organisation, you may end up monitoring between 30 and 50
KPIs. When done effectively, you allow managers at every level to monitor KPIs
that their teams impact. KPI design should also include verifiers and complementary
indicators to enable self-testing of the information that is projected through
the dashboards. Examples of some lower level KPIs to monitor daily performance
would include:
Emergency Room
- Door to Provider Time lAdmission to Provider Time
lLength of Stay lWait Time for Ambulances lThroughput (Urgent/Non-Urgent)
lTriage to Initial Assessment lBed Turnover
- Staff Applied To Each Type of Patient
Type of Cases
Operating Room
- Utilisation Rates l% of Post-Op infections
- Operation Notes - Detail level
- Wait time for specific OT/ equipment
- Revenue generation by OT
Inpatient Management
l% of Diagnosis present during Admission
- Bed days per diagnosis
- Nursing - Friendliness
- Nursing - Responsiveness
- Bed Occupancy Rateh
- Bed Turnover
- Revenue per Bed day by diagnosis
- Diet - Variety
- Diet - Taste
Customer Satisfaction
- Ease of obtaining Appointments
- Responsiveness of staff
- Wait Times
- Quality of Physician
- Cleanliness
Diagnostics
- Time to sample
- Time to receive results
- Reagents consumption by test
- Revenue per equipment
- Revenue by investment
- Equipment utilisation rate
- Accuracy of results
- Tests per Technician
- Revenue per Technician
After an effective BI implementation, typically Hospitals have seen improvements
in:
- Adverse events and unplanned readmissions - 7% reduction
- Patient Satisfaction -15% improvement
- Staff Overtime - 11% decrease
Implementing a BI System is usually driven by top management, who immediately
see its tremendous value, but most successful BI implementations have dashboards
and reports for managers at all levels. Every employee who is responsible for
the performance of a department or function will be benefited by a BI system.
Sharing the benefits of the system offers dual benefits - obtains Buy-in from
staff at multiple levels, and ensures that data accuracy is checked and ensured
at various stages.
Again a BI implementation is not a 'Fit and Forget' operation. The initial process
requires some serious management time and is likely to go through at least two
reviews before some stability is seen. And you know that your BI is working
only if you are adding and modifying KPIs at regular basis.
A BI implementation involves the selection of IT Tools, review and updation
of sections of your HIS, Design and implementation of the solution and ongoing
support to keep your performance indicators updated. It may be the most useful
IT implementation you have ever done.
M Vennimalai, CEO, Aavanor Systems
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