structuring data for decision support

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Jail Management
- Overcrowding Solutions -
Lorrie Garbarz
Alan Jackson
Benjamin Taub
Common Jail Management Problems
Overcrowding emergencies & excessive costs
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Beds allocated to inmates who can’t post very low bonds
Judges with unusually high jail sentencing rates
Judges with unusually high pre-trial wait times
Jailed inmates who could be routed to alternative sentencing programs
High MDOC ride-out wait times
Erroneous data
– Accidental publishing of inmate records that should be suppressed
– Multiple records for one inmate
Public jail population Awareness
– Percentage of misdemeanants vs. felons in jail
– Overall average length of stay of jail population
©2004 Dataspace Incorporated.
Any unauthorized use of these materials violates copyright and trademark laws.
WWW.DATASPACE.COM
Who are we?
Dataspace—premier Data Warehouse & Business Intelligence consulting firm
Established in 1994
Proudly based in downtown Ann Arbor
Clients have included Oakland County, General Motors, Volkswagen of America,
Pfizer, R.L. Polk, Blue Cross Blue Shield of Michigan
©2004 Dataspace Incorporated.
Any unauthorized use of these materials violates copyright and trademark laws.
WWW.DATASPACE.COM
What do these problems cost?
Financial
– Excessive lengths of stay = excessive costs
– Overcrowding creates needs for new facilities
– High cost associated with identifying appropriate early release candidates
Non financial
– Less than ideal / unsafe conditions
• Sleeping in gym
• Overcrowded cells
– Public displeasure over early releases forced by overcrowding
emergencies
©2004 Dataspace Incorporated.
Any unauthorized use of these materials violates copyright and trademark laws.
WWW.DATASPACE.COM
We have experience in managing these problems…
Worked with Oakland County to develop their criminal justice
data warehouse
– Average sentenced length of stay reduced from 72 to 70 days
– Pending Circuit court dockets reduced by 38%
– Fewer overcrowding emergencies
– Fewer low-bond inmates in jail
– Reduced pre-trial length of stay
– Greater ability to predict overcrowding emergencies
• On demand reports
• Proactive alerts
– Enhanced understanding, by judges, of effects of sentencing practices &
pre-trial efficiencies
– Sharply increased state reimbursements through Diverted Felons
Program ($15,000 increased to $230,000 per month)
– Public relations ‘wins’
©2004 Dataspace Incorporated.
Any unauthorized use of these materials violates copyright and trademark laws.
WWW.DATASPACE.COM
The National Institute of Corrections specifically
identified Oakland County’s Criminal Justice Data
Warehouse as one of its most effective tools for
maintaining jail efficiencies
NIC determined that Oakland County had sufficient
capacity but was not using it in the most efficient
manner possible
©2004 Dataspace Incorporated.
Any unauthorized use of these materials violates copyright and trademark laws.
WWW.DATASPACE.COM
How did we help Oakland County manage these problems?
Built a complete data warehouse from the ground up, including
everything from concept, to construction and testing, to
implementation
Built in three phases based on subject area
Constructed a wide-range of reports based on business-user
requirements
– Many reports sent out automatically via email
Trained Oakland County’s staff to understand and query the
data themselves on a limited basis (power users)
©2004 Dataspace Incorporated.
Any unauthorized use of these materials violates copyright and trademark laws.
WWW.DATASPACE.COM
Key Concept—Data Quality
Direct correlation between data quality and report quality
Integration of data between subject areas typically relies on one
field
Bad data in that field = no data integration
©2004 Dataspace Incorporated.
Any unauthorized use of these materials violates copyright and trademark laws.
WWW.DATASPACE.COM
What we will do for Washtenaw County
Clear path to success
Interview business & technical staff
Agree on a vision for your reporting system
Design
Construct
Implement
©2004 Dataspace Incorporated.
Any unauthorized use of these materials violates copyright and trademark laws.
WWW.DATASPACE.COM
A Roadmap…
Aug
Sep
Oct
Nov
2006
Dec
Jan
Feb
Mar
2007
Jail Management
Courts
Management
Community
Corrections
©2004 Dataspace Incorporated.
Any unauthorized use of these materials violates copyright and trademark laws.
WWW.DATASPACE.COM
Estimated ROI
Depending on Washtenaw’s specific
implementation, the payback period for
an investment like this could be three
months or less
ROI for Oakland’s community
corrections subject area: 7 days
©2004 Dataspace Incorporated.
Any unauthorized use of these materials violates copyright and trademark laws.
WWW.DATASPACE.COM
Next Steps
Next steps…
©2004 Dataspace Incorporated.
Any unauthorized use of these materials violates copyright and trademark laws.
WWW.DATASPACE.COM
Dataspace
122 South Main Street
Suite 320
Ann Arbor, MI 48104
Lorrie Garbarz (lgarbarz@dataspace.com)
Alan Jackson (ajackson@dataspace.com)
Benjamin Taub (btaub@dataspace.com)
©2004 Dataspace Incorporated.
Any unauthorized use of these materials violates copyright and trademark laws.
WWW.DATASPACE.COM
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