tracking participant progress during covid-19...tracking participant progress during covid-19 april...
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W H A T T O C O L L E C T A N D W H Y
T R A C K I N G PA R T I C I PA N T P R O G R E S S D U R I N G C O V I D - 1 9
A P R I L 2 0 2 0
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DUE TO THE COVID-19 PANDEMIC, WE HAVE HAD TO CHANGE HOW OUR TREATMENT COURTS OPERATE
Are these changes harming our participants?
Will the changes in supervision and monitoring threaten public safety?
How do we help our participants continue to make progress?
What are they up to?
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THE FACTOR CAUSING THE MOST ANXIETY IS THE UNKNOWN
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GOOD NEWS!
Collecting data, and measuring outcomes, can make the unknown, known.
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C R I S I S
A crisis is a terrible thing to waste
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POLL: DANGER - WHAT HAVE YOU CHANGED THAT YOU ARE MOST CONCERNED WILL HARM PARTICIPANTS?
• Virtual court sessions• Virtual treatment• Virtual support groups/peer
support• Virtual/phone supervision• New drug test method(s)• Stopped drug testing• Stopped jail sanctions
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POLL: OPPORTUNITY - WHAT HAVE YOU CHANGED THAT YOU THINK IS MOST BENEFICIAL FOR YOUR PARTICIPANTS?
• Virtual court sessions• Virtual treatment• Virtual support groups/peer
support• Virtual/phone supervision• New drug test method(s)• Stopped drug testing• Stopped jail sanctions
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1 WHY DO WE COLLECT DATA?
WHAT DO WE COLLECT?
HOW DO WE USE OUR DATA TO FIND OUT IF WHAT WE’RE DOING IS WORKING?
OVERVIEW
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4 WHAT TOOLS ARE AVAILABLE FOR COLLECTING AND MONITORING DATA?
5 QUESTIONS
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W H Y D O W E C O L L E C T D ATA ?
Three Main Reasons
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So we can track what our participants are doing, and respond
appropriately to their behavior
WHY DO WE COLLECT DATA?
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So we can see if what we’re doing is working
WHY DO WE COLLECT DATA?
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WHY DO WE COLLECT DATA?
So we can improve what we’re doing
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20% 20%
41%37%
Review Data(n=38), p<.05
Used Evaluation(n=34), p<.10
YesYesNo No
105%85%
Carey, Finigan, & Pukstas (2008);Carey, Mackin, & Finigan (2012)
REDUCTIONS IN RECIDIVISM
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MORE GOOD NEWS!
The data you need to track participant progress is the same data you need to find out if what you are doing is working and the same data you need to find out how to improve your performance
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W H AT D O W E C O L L E C T ?
What you are doing (and any changes)
What participants are doing
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FIRST: TRACK WHAT YOU’RE DOING
• Track major policy and practice changes (Write them down)
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FIRST: TRACK WHAT YOU’RE DOING
• Key data: Include policy change and dates for when you made those changes
o The dates allow you to know which participants experienced those new practices and policies
o Then you can look at outcomes for participants before those changes were made and after, and see which group did better
• Track major policy and practice changes (Write them down)
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SAMPLE TIMELINE OF CHANGES IN POLICY AND PRACTICE
2012
2013
2014
Reduced the number of defense attorney(s) to a dedicated pool, eventuallyresulting in a single dedicated defense attorney (in late 2013)
Required treatment providers and case managers to be represented duringcourt sessionsImplemented random drug testing
Implemented regular pre-court staffing meetings with entire team presentAdded law enforcement representative to the Steering Committee
Implemented new incentives and sanctions guidelines including; limiting jailsanctions, increasing variety of both incentives and sanctions, increasingfocus on rewards for positive behaviors, and tracking responses in programdata system
Judge rotation (Judge Blank)
Increased the frequency of status hearings to twice per month in the firsttwo phases
Added a designated role for a drug court coordinator
Aug
Aug
Jan
Oct
Mar
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WHAT HAVE YOU CHANGED? AND WHEN?
• Did your courthouse close?
• Did you change to virtual court sessions (video or phone/conference calls)? Did you stop court sessions?
• Did you purchase cell phones or tablets for participants who don’t have them?
• Did team members start calling participants to check on how they’re doing and to perform remote case management?
• Did you start virtual treatment sessions?
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WHAT HAVE YOU CHANGED? AND WHEN?
Policy Change DateMM/YY
MM/YY
MM/YY
MM/YY
MM/YY
• Did your courthouse close?
• Did you change to virtual court sessions (video or phone/conference calls)? Did you stop court sessions?
• Did you purchase cell phones or tablets for participants who don’t have them?
• Did team members start calling participants to check on how they’re doing and to perform remote case management?
• Did you start virtual treatment sessions?
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WHAT HAVE YOU CHANGED? AND WHEN?
• Did you start virtual peer support meetings?
• Did you change the type of drug testing? Did you stop drug testing? Did you change the drug testing protocol (e.g., unobserved testing)?
• Did you introduce some new incentives?
• Did you decrease sanctions? Did you stop using jail?
• Did your requirements for participants change and were those new requirements communicated to participants?
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• Information about the activities you require of participants (many of these are what YOU are doing)
• Participant attendance at those activities
• These are the same kinds of data points you would collect regardless of the pandemic!
NEXT : COLLECT WHAT YOUR PARTICIPANTS ARE DOING
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TYPICAL ACTIVITIES TO TRACK
Court Hearings Drug Tests Incentives Sanctions Treatment Case management Supervision Peer Support What else do you do?
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S P E C I F I C D ATA E L E M E N T S T O
C O L L E C T
Individual Level(for each participant)
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PARTICIPANT IDENTIFIERS AND BACKGROUND CHARACTERISTICS
Name and other identifiers:o SSNo Drivers license numbero Court case numbers
Demographicso DOBo Raceo Gender
Referral Information Risk and Need Assessments
(dates and results)
Other characteristics at entry
o Employment statuso Incomeo Housing statuso Child custody/visitationo Marital statuso Other social indicators
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SOCIAL INDICATORS OVER TIME
Collected at multiple timepoints: At program entryDuring programAt program exit
o Employment statuso Incomeo Housing statuso Child custody/visitationo Marital statuso Other social indicators
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Dates of HearingsVirtual/In-PersonAttendanceOther Descriptors:
o Judge presidingo Phase promotiono Incentives/Sanctions
COURT HEARINGS
Nec essary Informati on:
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DRUG TESTS
Dates of EACH Drug TestDrug Test Type:
o UA, EtG, PBT, oral swab, bracelet, patch, hair, blood, ignition interlock, etc.
Observation MethodSubstances Tested Results of Drug Tests:
o Negativeo Positive (including refused,
diluted, or no-show)
Nec essary Informati on:
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Behavior o 100% attendance, Missed UADates of ResponsesResponseo Gift card, Writing assignmentResponse Typeo Incentive, Sanction, Therapeutic,
Supervision AdjustmentDuration (if applicable)o Jail Days (Entry/Exit Dates or #
of Days), Community Service Hours
INCENTIVES ANDSANCTIONS
Nec essary Informati on:
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TREATMENT
Dates of Treatment Sessions (or Episode Start & End Dates) Virtual/In-PersonDuration of Treatment
o Could be days for inpatient/residential
o Could be hours for outpatient appointments
Type or modalityCompletion/Discharge
StatusAgency Providing Treatment
Nec essary Informati on:
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TREATMENT
Inpatient/ResidentialDetoxTransitional Individual OutpatientGroup OutpatientMedication Assisted
Therapy (MAT)Assessment, Case
Management Activities
Treatment Modal i t i es:
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PROGRAM STATUS
Entry DatePhase Start Dates(for each phase)Exit DateStatus at Exit
o Graduatedo Terminatedo Transferred
Nec essary Informati on:
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RECIDIVISM
Dates of arrestCharge type/descriptionFelony/Misdemeanor
New Arrests and Charg es:
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Dates of activityType of activityAttendanceVirtual/In-Person
OTHER ACTIVITIES
Nec essary Informati on:
Peer support groups, case management, supervision
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HOW DO WE TRACK WHAT PARTICIPANTS ARE DOING?
Regular phone check-ins (record dates of check-ins and whether participant picked up)
Do home visits and have them come out in front to talk (from a proper 6’ distance) (record dates of home visits and whether they were home)
Do you and your participants have access to technology that allow you to stay in touch with each other (phones/computers/tablets?)?
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SELF-REPORT (DATA GATHERED FROM PARTICIPANTS)
Indicators of progress:o Do they have a safe place to live? o Do they have an income? o Do they have a way to get food? o How has the pandemic impacted their employment? o Do they have children at home? Do they have what they
need to help their kids connect with school? o Are they attending peer support groups? o Are they connecting with peer specialists? o Are they attending (online) treatment sessions?
Record the answers to these questions with a date (at entry, during, and at exit)
*Some of this information should also be gathered from other sources for confirmation
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H O W D O W E U S E O U R D ATA T O F I N D O U T I F W H AT W E ’ R E
D O I N G I S W O R K I N G ?
Participant & Program Performance Measures
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• What percentage of participants attend treatment consistently? What is the average number of treatment sessions attended/missed per week?
• What percentage of participants attend case manager (CM) appointments consistently? What is the average number of treatment CM appt’s that have been missed? Is that number different for different CM’s?
• What percentage of participants attend peer support meetings consistently? What meetings are attended most frequently?
• What is the percent of positive drug tests?
SHORT TERM PROGRESS INDICATORS ( W E E K S)
For i ndi vi dual part i c i pants and prog ram performanc e:
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During program:• What percent of participants are employed or in school?• What percent of participants have safe and sober housing?• What percent of participants drop out/are terminated in
Phase 1, or 2, or…X?• Do average risk and need scores decrease over time?• What is your participant graduation/commencement rate?
During and after program exit:• What percent of participants get rearrested during the
program? In the first year after exit? In the second year after exit?
MID AND LONG-TERM PROGRESS INDICATORS ( M O N T H S TO Y E A R S)
Mostly prog ram performanc e:
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HOW TO EXAMINE THE INDIVIDUALPROGRESS INDICATORS OVER TIME
15%
7%
2%0% 0%
Phase 1 Phase 2 Phase 3 Phase 4 Phase 5
Percent of Positive Drug Screens: Shannon Carey
Employment
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HOW TO EXAMINE YOUR PROGRAMPROGRESS INDICATORS OVER TIME
Calculate the attendance rates (percent of events attended)Calculate the average number of events attended/missed
per time period (e.g., week/month) Compare the rates before and after policy changes
70%
90%
Jan - Feb 2020 Mar - Apr 2020
Outpatient Treatment Attendance Rate
Started virtual treatment sessions for
all participants:March 2020
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W H AT T O O L S A R E A V A I L A B L E F O R
C O L L E C T I N G A N D M O N I T O R I N G
D ATA ?
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POLL: WHAT DATA SYSTEM DO YOU HAVE TO TRACK YOUR PARTICIPANTS?
• Statewide web-based system• Individual court web-based
system• Access or other non-web-
based database (resides on your individual computer)
• Spreadsheet (Excel) on a computer
• Paper records
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OPTIONS FOR GENERATING REPORTS
• If you have a database/case management system already, it may calculate the numbers for you
o Ask your IT department to create automated reports with those numbers
o If not, see if you can download the data into a spreadsheet
• If you don’t have a database, you can enter the data into a spreadsheet, like Excel and calculate some basic statistics
o Simple calculations (e.g., averages, sums)o Pivot Tables and Pivot Chartso Graphso Dashboards (advanced)
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SPREADSHEET – Participant info
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DASHBOARD EXAMPLE – Change in risk level
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DASHBOARD EXAMPLE – Graduation Rates
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DASHBOARD EXAMPLE - Recidivism
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EXCEL RESOURCES
• Using drop-down lists in Excel:https://support.office.com/en-us/article/Create-a-drop-down-list-7693307a-59ef-400a-b769-c5402dce407b
• Using pivot tables in Excel:https://support.office.com/en-us/article/Create-a-PivotTable-to-analyze-worksheet-data-a9a84538-bfe9-40a9-a8e9-f99134456576
T H A N K YO U
W W W. N P C R E S E A R C H . C O M