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PATROL ALLOCATION STUDY
Tim Freesmeyer - Etico Solutions, Inc.
Presented: April 11, 2019
College Station Police Department
Project Scope
What is an appropriate staffing level
for the Patrol Division?
Are the current patrol beat
configurations effective and/or
efficient?
Can the existing work schedule be
improved to increase operational
efficiency?
What is an appropriate staffing level
for the Criminal Investigations
Division?
What is an appropriate staffing level
for Training & Recruiting?
Patrol Staffing
Patrol staffing is based on:
Historical workload data (CAD)
Annual frequency of various call types
Average time spent per call
Ancillary requirements per call (report writing,
follow-ups, court, etc.)
Leave, exceptions, and overtime data.
Patrol staffing is NOT based on:
National averages,
Benchmarking practices with other agencies,
or
Officers per 1,000 population.
Total Patrol Staff
On Duty
Officers Per Day
Shift Relief
Factor
Average Time Off
Patrol
Shift
Lengt
h
Regularly
Scheduled Days Off
Benefit Days Off
Non-Patrol Days
Net Comp Time Use
Total Units
Per Day
Officers per
Unit
Minimum
Units per Day
Total Patrol
Workload
Shift
Length
Admin
Time Per
Shift
Performance
Factor
Reactive Minutes
per Hour (MR)
Total Reactive
Workload
Performance
Units per Day
Availability Workload
Reactive / Proactive Time
Reactive: MR
Calls for Service
Service Requests
On-View Criminal
activities
Directed Patrols
Determined from CAD
data
Proactive: MP
Extra Patrols
Area Checks
Non-Criminal Traffic Stops
Community Policing
Administrative Time
Reactive
30 Minutes
Proactive
30 Minutes
Average Patrol
Hour
Hours Spent on Calls
0
10,000
20,000
30,000
40,000
50,000
60,000
70,000
80,000
2013 2014 2015 2016 2017 2018 2019 2020 2021
61,546
Annual Reactive Workload
Patrol Interval
Also referred to as “Officer Presence” or
“Visibility”
By definition: “The average time it takes
for all units on proactive time to randomly
patrol every street in the jurisdiction.”
A second definition: “The average time a
stranded motorist will have to wait for a
unit to come by while on random patrol on
proactive time.”
As MR increases, the patrol interval
increases exponentially.
Probability of Saturation
By definition: “The probability that when
the next call-for-service arrives, all patrol
units will be busy.”
Once saturation has occurred, incoming
calls will either be held in a queue
(stacked), or officers will be pre-empted
from lower priority calls.
Once saturated, performance only gets
worse. “You cannot dig yourself out of a
hole!”
As MR increases, the probability of
Cross-Beat Dispatching
By definition: “Dispatching a unit out of
their assigned beat to handle reactive
workload in another officer’s assigned
beat.”
Typically only used with high priority calls
Opens a domino-effect of performance
loss
Increases response times on high priority
calls
Decreases officer and citizen safety as officers
are driving longer distances with lights and
sirens.
Reduces the likelihood of timely follow-up by
Total Staff Size for Patrol
• To staff the 12 hour shifts with an MR of 30 mins:
• 25.29 units would need to be fielded per day
• 61.97 total officers would have to be on staff
• To staff the 10 hour shifts with an MR of 30 mins:
• 9.93 units would need to be fielded per day
• 21.35 total officers would have to be on staff
• Total staff for 30/30 split: 83.32 employees
• At the time of the report, patrol was staffed with 67
patrol officers and 8 sergeants.
Workload/Availability Balance
Officers fielded Per Day Shift Relief Factor
Total Patrol Staff
Project Scope
Are the current patrol beat
configurations effective and/or
efficient?
Can the existing work schedule be
improved to increase operational
efficiency?
What is an appropriate staffing level
for the Criminal Investigations
Division?
What is an appropriate staffing level
for Training & Recruiting?
Beat Configuration
Are the current district configurations effective
and/or efficient?
Is the workload equitable among the existing
eight beats?
Is an 8 beat plan conducive to future
deployment options?
Beat Map Areas
Reactive
Hours
% reactive
hours
10 Beat 33 10,651 13.62%
20 Beat 15 10,256 13.11%
30 Beat 30 10,624 13.58%
40 Beat 17 7,850 10.03%
50 Beat 16 7,253 9.27%
60 Beat 22 7,702 9.85%
70 Beat 33 6,835 8.74%
80 Beat 52 10,179 13.01%
CSPD 1 6,877 8.79%
Total 219 78,227 100.00%
Beat Configuration
12-Beat Design
Based on the % of reactive time occurring per
district.
Beat Configuration
Beat
Reactive
Hours
% reactive
hours
Area 1 6,070 8.51%
Area 2 5,991 8.40%
Area 3 5,890 8.25%
Area 4 5,986 8.39%
Area 5 6,037 8.46%
Area 6 6,168 8.64%
Area 7 5,788 8.11%
Area 8 5,830 8.17%
Area 9 5,899 8.27%
Area 10 5,837 8.18%
Area 11 5,950 8.34%
Area 12 5,906 8.28%
CSPD 6,877
Total 78,229 100.00%
Current
Previous
Beat Configuration
10
Beat
20
Beat
30
Beat
40
Beat
50
Beat
60
Beat
70
Beat
80
Beat
CSPD
13.6%13.1%13.6%
10.0%9.3% 9.9% 8.7%
13.0%
8.8%
Reactive Hours
Area
1
Area
2
Area
3
Area
4
Area
5
Area
6
Area
7
Area
8
Area
9
Area
10
Area
11
Area
12
8.5% 8.4% 8.3% 8.4% 8.5% 8.6%8.1%8.2%8.3%8.2%8.3%8.3%
Reactive Hours
Project Scope
Can the existing work schedule be
improved to increase operational
efficiency?
What is an appropriate staffing level
for the Criminal Investigations
Division?
What is an appropriate staffing level
for Training & Recruiting?
Resource Deployment
Can the existing work
schedule be improved
to increase
operational efficiency?
Are better alternatives
available to improve:
Service Delivery
Quality of Service
Workload Equity
Quality of Life
Workload vs. Staffing Curves
Workload
0.00
0.20
0.40
0.60
0.80
1.00
0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24
ChartTitle
Workload Staffing
Benefits of Schedule
Efficiency
Reduce the need for overtime
Reduce Probability of Saturation
Reduce Cross-beat Dispatching
Improve response times
Improve officer/citizen safety
Reduce Patrol Intervals
Equalize workload for officers
Equalize opportunity for leave time
0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24
Current Allocation Index
Current Allocation Index= 64.96%
Schedule Options
Four alternative schedule recommendations
were offered to improve performance
Redistributing officers among shifts
Redistributing officers and modifying start times
Distributing 10-hour days off throughout the
week
Adopting a new schedule
These were offered as suggestions but their
benefits must be weighed against other
organizational circumstances. A theoretical
increase in efficiency may not be seen if the
change is not accepted by the patrol staff.
Project Scope
What is an appropriate staffing level
for the Criminal Investigations
Division?
What is an appropriate staffing level
for Training & Recruiting?
Benchmark Comparisons
Since investigators are not CAD driven,
only a fraction of their workload appears
in CAD.
In the absence of a workload database,
the next option is to benchmark with other
agencies.
A group of 29 agencies across the country
have already compiled annual
benchmarking reports that can be used
for this study
Section A - Demographics 2
Fremont, CA
Cary, NC
Edmond, OK
Coral Springs, FL
Olathe,
KS
Overland Park, KS
Norman, OK
Broken Arrow,
OK
FT Collins, CO
Boulder, CO
Boca Raton, FL
Bellevue, WA
Plano, TX
Irving,
TX
Garland,
TX
Cedar Rapids, IA
Richardson, TX
Lincoln, NE
Naperville,
IL
Benchmark Cities - 2017
A Coalition for Mutual Support
Chula Vista, CA
Chesapeake, VA
Springfield,
MO
Boise, ID
Lawrence,
KS
Henderson, NV
Columbia, MO
Grand Prairie,
TX
Peoria, AZ
Carlsbad, CA
Benchmark Comparisons
The most reliable metrics to use for
estimating CID staffing were:
Total authorized staff, and
Total first responders
Both metrics showed an correlation
coefficient of greater than .8 indicating the
results were reliable
Investigators vs Authorized
Sworn
Investigators vs. First
Responders
Benchmark Comparisons
Both metrics indicated a need for 19
investigators for the College Station PD.
This result was based on the number of
first responders resulting from the patrol
study and the agency’s total authorized
staff at the time of this report
The need for additional staff based on
benchmarking is consistent with the
historical metric analysis and the time
tracking snapshot.
Project Scope
What is an appropriate staffing level
for Training & Recruiting?
Training & Recruiting
At the time of the study report, the division
contained 6 sworn personnel and 3 civilians.
The division had previously set an internal
goal of accomplishing 70% of all
backgrounds and 70% of all instructor hours
from within the division.
The best the division has reached is 59%
and 65% respectively.
“Borrowed” employees are likely to carry a
switching costs which could be hurting
efficiency.
Training & Recruiting
Based on the need for outside assistance on
a continuous basis and the upcoming growth
of the organization, additional resources
appear to be warranted.
An additional police assistant and an
additional training officer would reduce the
reliance on other divisions within the
department and reduce potential switching
costs.
Questions?
Tim Freesmeyer
Etico Solutions, Inc.
3275 Sycamore Springs Rd
Mountain Home, Arkansas 72653
www.eticosolutions.com
309-333-4906

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CSPD Staffing

  • 1. PATROL ALLOCATION STUDY Tim Freesmeyer - Etico Solutions, Inc. Presented: April 11, 2019 College Station Police Department
  • 2. Project Scope What is an appropriate staffing level for the Patrol Division? Are the current patrol beat configurations effective and/or efficient? Can the existing work schedule be improved to increase operational efficiency? What is an appropriate staffing level for the Criminal Investigations Division? What is an appropriate staffing level for Training & Recruiting?
  • 3. Patrol Staffing Patrol staffing is based on: Historical workload data (CAD) Annual frequency of various call types Average time spent per call Ancillary requirements per call (report writing, follow-ups, court, etc.) Leave, exceptions, and overtime data. Patrol staffing is NOT based on: National averages, Benchmarking practices with other agencies, or Officers per 1,000 population.
  • 4. Total Patrol Staff On Duty Officers Per Day Shift Relief Factor Average Time Off Patrol Shift Lengt h Regularly Scheduled Days Off Benefit Days Off Non-Patrol Days Net Comp Time Use Total Units Per Day Officers per Unit Minimum Units per Day Total Patrol Workload Shift Length Admin Time Per Shift Performance Factor Reactive Minutes per Hour (MR) Total Reactive Workload Performance Units per Day Availability Workload
  • 5. Reactive / Proactive Time Reactive: MR Calls for Service Service Requests On-View Criminal activities Directed Patrols Determined from CAD data Proactive: MP Extra Patrols Area Checks Non-Criminal Traffic Stops Community Policing Administrative Time Reactive 30 Minutes Proactive 30 Minutes Average Patrol Hour
  • 6. Hours Spent on Calls 0 10,000 20,000 30,000 40,000 50,000 60,000 70,000 80,000 2013 2014 2015 2016 2017 2018 2019 2020 2021 61,546 Annual Reactive Workload
  • 7. Patrol Interval Also referred to as “Officer Presence” or “Visibility” By definition: “The average time it takes for all units on proactive time to randomly patrol every street in the jurisdiction.” A second definition: “The average time a stranded motorist will have to wait for a unit to come by while on random patrol on proactive time.” As MR increases, the patrol interval increases exponentially.
  • 8. Probability of Saturation By definition: “The probability that when the next call-for-service arrives, all patrol units will be busy.” Once saturation has occurred, incoming calls will either be held in a queue (stacked), or officers will be pre-empted from lower priority calls. Once saturated, performance only gets worse. “You cannot dig yourself out of a hole!” As MR increases, the probability of
  • 9. Cross-Beat Dispatching By definition: “Dispatching a unit out of their assigned beat to handle reactive workload in another officer’s assigned beat.” Typically only used with high priority calls Opens a domino-effect of performance loss Increases response times on high priority calls Decreases officer and citizen safety as officers are driving longer distances with lights and sirens. Reduces the likelihood of timely follow-up by
  • 10. Total Staff Size for Patrol • To staff the 12 hour shifts with an MR of 30 mins: • 25.29 units would need to be fielded per day • 61.97 total officers would have to be on staff • To staff the 10 hour shifts with an MR of 30 mins: • 9.93 units would need to be fielded per day • 21.35 total officers would have to be on staff • Total staff for 30/30 split: 83.32 employees • At the time of the report, patrol was staffed with 67 patrol officers and 8 sergeants.
  • 11. Workload/Availability Balance Officers fielded Per Day Shift Relief Factor Total Patrol Staff
  • 12. Project Scope Are the current patrol beat configurations effective and/or efficient? Can the existing work schedule be improved to increase operational efficiency? What is an appropriate staffing level for the Criminal Investigations Division? What is an appropriate staffing level for Training & Recruiting?
  • 13. Beat Configuration Are the current district configurations effective and/or efficient? Is the workload equitable among the existing eight beats? Is an 8 beat plan conducive to future deployment options?
  • 14. Beat Map Areas Reactive Hours % reactive hours 10 Beat 33 10,651 13.62% 20 Beat 15 10,256 13.11% 30 Beat 30 10,624 13.58% 40 Beat 17 7,850 10.03% 50 Beat 16 7,253 9.27% 60 Beat 22 7,702 9.85% 70 Beat 33 6,835 8.74% 80 Beat 52 10,179 13.01% CSPD 1 6,877 8.79% Total 219 78,227 100.00% Beat Configuration
  • 15. 12-Beat Design Based on the % of reactive time occurring per district. Beat Configuration Beat Reactive Hours % reactive hours Area 1 6,070 8.51% Area 2 5,991 8.40% Area 3 5,890 8.25% Area 4 5,986 8.39% Area 5 6,037 8.46% Area 6 6,168 8.64% Area 7 5,788 8.11% Area 8 5,830 8.17% Area 9 5,899 8.27% Area 10 5,837 8.18% Area 11 5,950 8.34% Area 12 5,906 8.28% CSPD 6,877 Total 78,229 100.00%
  • 16. Current Previous Beat Configuration 10 Beat 20 Beat 30 Beat 40 Beat 50 Beat 60 Beat 70 Beat 80 Beat CSPD 13.6%13.1%13.6% 10.0%9.3% 9.9% 8.7% 13.0% 8.8% Reactive Hours Area 1 Area 2 Area 3 Area 4 Area 5 Area 6 Area 7 Area 8 Area 9 Area 10 Area 11 Area 12 8.5% 8.4% 8.3% 8.4% 8.5% 8.6%8.1%8.2%8.3%8.2%8.3%8.3% Reactive Hours
  • 17. Project Scope Can the existing work schedule be improved to increase operational efficiency? What is an appropriate staffing level for the Criminal Investigations Division? What is an appropriate staffing level for Training & Recruiting?
  • 18. Resource Deployment Can the existing work schedule be improved to increase operational efficiency? Are better alternatives available to improve: Service Delivery Quality of Service Workload Equity Quality of Life
  • 19. Workload vs. Staffing Curves Workload 0.00 0.20 0.40 0.60 0.80 1.00 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 ChartTitle Workload Staffing
  • 20. Benefits of Schedule Efficiency Reduce the need for overtime Reduce Probability of Saturation Reduce Cross-beat Dispatching Improve response times Improve officer/citizen safety Reduce Patrol Intervals Equalize workload for officers Equalize opportunity for leave time
  • 21. 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 Current Allocation Index Current Allocation Index= 64.96%
  • 22. Schedule Options Four alternative schedule recommendations were offered to improve performance Redistributing officers among shifts Redistributing officers and modifying start times Distributing 10-hour days off throughout the week Adopting a new schedule These were offered as suggestions but their benefits must be weighed against other organizational circumstances. A theoretical increase in efficiency may not be seen if the change is not accepted by the patrol staff.
  • 23. Project Scope What is an appropriate staffing level for the Criminal Investigations Division? What is an appropriate staffing level for Training & Recruiting?
  • 24. Benchmark Comparisons Since investigators are not CAD driven, only a fraction of their workload appears in CAD. In the absence of a workload database, the next option is to benchmark with other agencies. A group of 29 agencies across the country have already compiled annual benchmarking reports that can be used for this study
  • 25. Section A - Demographics 2 Fremont, CA Cary, NC Edmond, OK Coral Springs, FL Olathe, KS Overland Park, KS Norman, OK Broken Arrow, OK FT Collins, CO Boulder, CO Boca Raton, FL Bellevue, WA Plano, TX Irving, TX Garland, TX Cedar Rapids, IA Richardson, TX Lincoln, NE Naperville, IL Benchmark Cities - 2017 A Coalition for Mutual Support Chula Vista, CA Chesapeake, VA Springfield, MO Boise, ID Lawrence, KS Henderson, NV Columbia, MO Grand Prairie, TX Peoria, AZ Carlsbad, CA
  • 26. Benchmark Comparisons The most reliable metrics to use for estimating CID staffing were: Total authorized staff, and Total first responders Both metrics showed an correlation coefficient of greater than .8 indicating the results were reliable
  • 29. Benchmark Comparisons Both metrics indicated a need for 19 investigators for the College Station PD. This result was based on the number of first responders resulting from the patrol study and the agency’s total authorized staff at the time of this report The need for additional staff based on benchmarking is consistent with the historical metric analysis and the time tracking snapshot.
  • 30. Project Scope What is an appropriate staffing level for Training & Recruiting?
  • 31. Training & Recruiting At the time of the study report, the division contained 6 sworn personnel and 3 civilians. The division had previously set an internal goal of accomplishing 70% of all backgrounds and 70% of all instructor hours from within the division. The best the division has reached is 59% and 65% respectively. “Borrowed” employees are likely to carry a switching costs which could be hurting efficiency.
  • 32. Training & Recruiting Based on the need for outside assistance on a continuous basis and the upcoming growth of the organization, additional resources appear to be warranted. An additional police assistant and an additional training officer would reduce the reliance on other divisions within the department and reduce potential switching costs.
  • 33. Questions? Tim Freesmeyer Etico Solutions, Inc. 3275 Sycamore Springs Rd Mountain Home, Arkansas 72653 www.eticosolutions.com 309-333-4906