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Researchinpractice:usingevidencetoinformpublicpolicyinCoventry
Si Chun Lam
Insight Development Manager
Coventry City Council
Aboutme
CoventryCityCouncil
Growth – Reform – Enable
“Questioning, influencing and
providing understanding to
make life better in Coventry”Growth – Reform – Enable
“Questioning, influencing and
providing understanding to
make life better in Coventry.”
Threequick&easywaystosuper-chargeyourresearchandinsight
Bringing it all
together
Behaving as a
system
Blending
intelligence
Multiplecomplexneeds:whatwewantedtofindout
Council: social care, tax & benefits
Coventry and Warwickshire
Partnership
NHS Trust
University Hospital
Coventry and Warwickshire
NHS Trust
West Midlands Ambulance Service
NHS Foundation Trust
Coventry and Rugby
Clinical Commissioning Group
Health: hospitals, GPs, mental health
Probation
Housing and homelessness
Police, fire and regional groups
Voluntary sector and multi-agency advice and support
Substance misuse
Behaving as a system
People being supported by NPS Midlands (Coventry)
Current cases on OASys end-September 2016
The most common characteristic is
age
26-34
gender
male
ethnicity
white
british
39% 95% 69%
0
10
20
30
40
50
18 - 20 21 - 25 26 - 34 35 - 49 50 - 64 65+
Female Male
69%
4%
3%
3%
2%
2%
2%
1%
1%
1%
1%
12%
White British
Black African
Mixed White/Black…
White Other
White Irish
Asian Indian
Asian Chinese
Asian Other
Black Other
Black Caribbean
Mixed Other
Not stated
Characteristics
Coventry Multiple Complex Needs
n=120
People being supported by NPS Midlands (Coventry)
Current cases on OASys end-September 2016
Offending-related risks
Risk of serious harm
2%
57%
42%
Low
Medium
High
OASys General reoffending Predictor (OGP) score
47%
36%
14%
3% Very High
Low
Medium
High
Coventry Multiple Complex Needs
n=120
People being supported by NPS Midlands (Coventry)
Current cases on OASys end-September 2016
Offending-related needs
Number of need categories per person
2
7
17
20
24
16
21
11
2
2
3
4
5
6
7
8
9
10
The most common needs are…
needs
six
category
thinking &
behaviour
20% 99%
thinking & behaviour 119
Frequency of needs
lifestyle&associations103
attitudes91
relationships83
alcoholmisuse77
emotionalwellbeing67
accommodation54
financial
management&
income54
drugmisuse53
EET*35
*employment, training & education
Grouped need categories
social & family (100%)
health & physical (94%)
financial & housing (71%)
employment & education (29%)
Criminogenic needs are identified from a criminogenic needs assessment. For instance, a criminogenic need of
“relationships” are identified and scored if close personal relationships ( ie with family or partners) generate
difficulties/conflict that contribute to that individuals risk of harm or risk of reoffending.
Coventry Multiple Complex Needs
n=120
People being supported by SWM Community Rehabilitation Company in Coventry
Current cases on OASys December 2016
Offending-related needs
Coventry Multiple Complex Needs
n=1,657
1534
1142
585
502
475
426
423
347
306
227
Thinking and behaviour
Attitudes
Lifestyle and associations
Relationships
Employment/training/educ…
Alcohol misuse
Financial management &…
Drug misuse
Emotional wellbeing
Accommodation
89 93
488
369
160 177 123 72 58 23 5
0 1 2 3 4 5 6 7 8 9 10
The most common needs are…
needs
two
category
thinking &
behaviour
29% 93%
Number of need categories per person
Frequency of needs
Criminogenic needs are identified from a criminogenic needs assessment. For instance, a criminogenic need of
“relationships” are identified and scored if close personal relationships ( ie with family or partners) generate
difficulties/conflict that contribute to that individuals risk of harm or risk of reoffending.
People being supported by SWM Community Rehabilitation Company in Coventry
Current cases on OASys December 2016
Characteristics
Coventry Multiple Complex Needs
n=1,657
The most common characteristic is
age
26-49
gender
male
ethnicity
white
british
68% 86% 48%
0
200
400
600
800
1000
18 - 20 21 - 25 26 - 49 50 - 64 65 +
Female Male
796
57
52
52
47
37
29
28
23
13
11
8
7
6
3
1
151
336
White British
White Other
Asian Indian
Asian Chinese
Black African
Black Caribbean
Mixed White/Black…
Asian Other
Asian Pakistani
Black Other
White Irish
Mixed White/Asian
Asian Bangladeshi
Mixed White/Black African
Mixed Other
White Gypsy/Traveller
Not stated
Not recorded
Low
18%
Medium
45%
High
1%
Unknown
36%
People being supported by SWM Community Rehabilitation Company in Coventry
Current cases on OASys December 2016
Offending-related risks
Risk of serious harm
Coventry Multiple Complex Needs
n=1,657
OASys General reoffending Predictor (OGP) score
Low
29%
Medium
17%High
7%
Very
High
2%
Unknown
45%
Coventry repeat demand data from West Midlands Police
Incidents recorded and police call-outs in September 2016
Incidents and call-outs
Coventry Multiple Complex Needs
n=7,030
20.35
Citywide
7.61
Wainbody
10.27
Whoberley
30.26
Henley
40.93
St. Michaels
31.23
Foleshill
3.41
Upper Stoke
1.60
Wainbody
1.81
Earlsdon
3.83
Foleshill
5.24
Henley
4.49
Binley & W’hall
2.23
Bablake
3.05
Citywide
5.38
St. Michaels
Incidents Recorded crimes
(rate per 1,000 population) (rate per 1,000 population)
Coventry repeat demand data from West Midlands Police
Incidents recorded and police call-outs in September 2016
Frequent callers
Coventry Multiple Complex Needs
n=7,0300
5
10
15
20
25
30
5,372
incidentswithphonenumbers
4,036
uniquephonenumbers
1.24
incidentsperphonenumber
76%
(4,330 includingwithheld numbers)
🏠54 calls from four
residential numbers
ASB + mental
health
37 calls from
Council monitoring
unit and parking
services
🚍16 calls from
National Express
garage (mostly
ASB)
⛽11 calls about
bilking at ASDA, 38
total petrol station
calls
👦28 calls from two
children’s homes
(mostly missing
kids)
📕10 calls from a
special school
(abscondingkids)
52 numbers responsible for five or more calls
totalling 419 calls
12 numbers responsible for ten or more calls
totalling 177 calls
14.75 incidentsper
phonenumber
8.06 incidentsper
phonenumber
Coventry repeat demand data from West Midlands Police
Incidents recorded and police call-outs in September 2016
Frequent locations
Coventry Multiple Complex Needs
n=7,030
Kasbah Nightclub (12)
Swanswell Street (22)
Caludon Centre (14)
Salvation Army (22)
St Nicholas Street (16)
Vincent Wyles House (18)
Henley Road (10)
Ricoh Arena (15)
Tesco(10)
Beaconsfield Road (13)
B&Q (13)
Longford Park (13)
Sainsbury’s (12)
Co-op (12)
Caradoc Hall (16)
Signals Drive (20)
Stoney Stanton Road (10)
Kirkdale Ave (10)
We cannot share that – data sharing
agreements which will take a year
Patient confidentiality and research ethics
approval for interviews
✔" Anonymised data
✔" Timelines / stories ✔" Service specifications
✔" Case studies and working with
experts by experience
Multiplecomplexneeds:whatwedid
Characteristics
Deep dive
Lived experiences
Frontline staff
📋$%
🏊'(
💁
Behaving as a system
Multiplecomplexneeds–whatweachieved
Behaving as a system
Performance hub
Engagement
platform
Data platform
citywide intelligence hub
CitywideIntelligenceHub:whatwewantedtoachieve
Low
High
Making use of what we know
High
Datacollectedaboutindividuals
🛂
💷
Privacy controls and
democratic accountability
Bringing it all together
CitywideIntelligenceHub:whatwewantedtoachieve
Survey data
Internal systems e.g.
social care, education,
finance, HR
Community
intelligence
Partner data
External data
e.g. Fingertips,
LGInformPlus
🛂 🛂 🛂 🛂
EXTERNAL
INTERNAL
Bringing it all together
CitywideIntelligenceHub:whatwewantedtoachieve
“Single source of truth”
Health and wellbeing
JSNA
DPH Annual Report
Cultural profiles
City of Culture Trust
Council Plan
performance report
& performance reporting
Housing and
homelessness
Headline
statistics
Social care
e.g. market
position
statement
Bringing it all together
CitywideIntelligenceHub:whatwedid
Health and
wellbeing (JSNA)
collection plan
Data collection plan ImportThemes
Identify all the indicators we want to collect –
and where they’re coming from (data
sources)
Culture collection
plan
Housing and
homelessness
collection plan
Assign themes and sub-categories to each
data item
Set up import routines to import the
data into the data warehouse
Bringing it all together
CitywideIntelligenceHub:whatwedid
Data sources
csv & json
files
via APIs
Power BI
! A data model that allows us to store indicator data over any bespoke space and time:
as long as an indicator has a geographical and time dimension, it will fit in this data model.
Values
Indicators
(Metrics)
Periods
Geographies
(Areas)
Data warehouse
Themes
look-up
table
Shapes
look-up
table
Extract
Transform
Load (ETL)
routine to change
data to correct
format
Import
routine
with
refresh
period
Bringing it all together
CitywideIntelligenceHub:whatweachieved
Bringing it all together
JointStrategicNeedsAssessment:whatwewantedtofindout
Blending intelligence
Facts about
Coventry
Place-based
analytical
profiles for
city and
localities
“JSNA”
data book
Health and
Wellbeing
Strategy
2019-22
Health and
Wellbeing
Strategy
2016-19
2016
Citywide
intelligence hub
Data profiler
(Power BI)
Community
intelligence
(directory and
asset maps)
2019
JointStrategicNeedsAssessment:whatwedid
Citywide Neighbourhoods
Citywide intelligence hub
data profiler tool
👫
Demographics &
communities
📊./
Prospects
🌲12
Housing &
environment
😊45
Health &
wellbeing
JSNA analytical profiles
setting out...
EngagementData
JointStrategicNeedsAssessment:whatwedid
JSNA analytical profiles
setting out... EngagementData
👫
Demographics &
communities
📊./
Prospects
🌲12
Housing &
environment
😊45
Health &
wellbeing
Citywide Neigbourhoods
Citywide intelligence hub
dataprofiler tool
Blending intelligence
JointStrategicNeedsAssessment:whatweachieved
Blending intelligence
Aspire
The Moat
Harmony
Park
Edge
Mosaic
Pathways
Families
for All
Wood
Side
COVENTRY JOINT STRATEGIC NEEDS ASSESSMENT
Family Hub Profile 2020
Harmony
COVENTRY JOINT STRATEGIC NEEDS ASSESSMENT
Family Hub Profile 2020
Woodside
COVENTRY JOINT STRATEGIC NEEDS ASSESSMENT
Family Hub Profile 2020
Pathways
COVENTRY JOINT STRATEGIC NEEDS ASSESSMENT
Family Hub Profile 2020
Park Edge
COVENTRY JOINT STRATEGIC NEEDS ASSESSMENT
Family Hub Profile 2020
Mosaic
COVENTRY JOINT STRATEGIC NEEDS ASSESSMENT
Family Hub Profile 2020
The Moat
COVENTRY JOINT STRATEGIC NEEDS ASSESSMENT
Family Hub Profile 2020
Families for All
COVENTRY JOINT STRATEGIC NEEDS ASSESSMENT
Family Hub Profile 2020
Aspire
COVENTRY JOINT STRATEGIC NEEDS ASSESSMENT
Citywide Profile 2020
Coventry
Threequick&easywaystosuper-chargeyourresearchandinsight
Therearenoshortcuts.
Bringing it all
together
Behaving as a
system
Blending
intelligence
Thankyou!
Si Chun Lam
Insight Development Manager
Coventry City Council
www.coventry.gov.uk/infoandstats/
www.coventry.gov.uk/jsna/
SiChun.Lam@coventry.gov.uk

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No Shortcuts: Using evidence to inform public policy in Coventry

  • 3. CoventryCityCouncil Growth – Reform – Enable “Questioning, influencing and providing understanding to make life better in Coventry”Growth – Reform – Enable “Questioning, influencing and providing understanding to make life better in Coventry.”
  • 5. Multiplecomplexneeds:whatwewantedtofindout Council: social care, tax & benefits Coventry and Warwickshire Partnership NHS Trust University Hospital Coventry and Warwickshire NHS Trust West Midlands Ambulance Service NHS Foundation Trust Coventry and Rugby Clinical Commissioning Group Health: hospitals, GPs, mental health Probation Housing and homelessness Police, fire and regional groups Voluntary sector and multi-agency advice and support Substance misuse Behaving as a system
  • 6. People being supported by NPS Midlands (Coventry) Current cases on OASys end-September 2016 The most common characteristic is age 26-34 gender male ethnicity white british 39% 95% 69% 0 10 20 30 40 50 18 - 20 21 - 25 26 - 34 35 - 49 50 - 64 65+ Female Male 69% 4% 3% 3% 2% 2% 2% 1% 1% 1% 1% 12% White British Black African Mixed White/Black… White Other White Irish Asian Indian Asian Chinese Asian Other Black Other Black Caribbean Mixed Other Not stated Characteristics Coventry Multiple Complex Needs n=120 People being supported by NPS Midlands (Coventry) Current cases on OASys end-September 2016 Offending-related risks Risk of serious harm 2% 57% 42% Low Medium High OASys General reoffending Predictor (OGP) score 47% 36% 14% 3% Very High Low Medium High Coventry Multiple Complex Needs n=120 People being supported by NPS Midlands (Coventry) Current cases on OASys end-September 2016 Offending-related needs Number of need categories per person 2 7 17 20 24 16 21 11 2 2 3 4 5 6 7 8 9 10 The most common needs are… needs six category thinking & behaviour 20% 99% thinking & behaviour 119 Frequency of needs lifestyle&associations103 attitudes91 relationships83 alcoholmisuse77 emotionalwellbeing67 accommodation54 financial management& income54 drugmisuse53 EET*35 *employment, training & education Grouped need categories social & family (100%) health & physical (94%) financial & housing (71%) employment & education (29%) Criminogenic needs are identified from a criminogenic needs assessment. For instance, a criminogenic need of “relationships” are identified and scored if close personal relationships ( ie with family or partners) generate difficulties/conflict that contribute to that individuals risk of harm or risk of reoffending. Coventry Multiple Complex Needs n=120 People being supported by SWM Community Rehabilitation Company in Coventry Current cases on OASys December 2016 Offending-related needs Coventry Multiple Complex Needs n=1,657 1534 1142 585 502 475 426 423 347 306 227 Thinking and behaviour Attitudes Lifestyle and associations Relationships Employment/training/educ… Alcohol misuse Financial management &… Drug misuse Emotional wellbeing Accommodation 89 93 488 369 160 177 123 72 58 23 5 0 1 2 3 4 5 6 7 8 9 10 The most common needs are… needs two category thinking & behaviour 29% 93% Number of need categories per person Frequency of needs Criminogenic needs are identified from a criminogenic needs assessment. For instance, a criminogenic need of “relationships” are identified and scored if close personal relationships ( ie with family or partners) generate difficulties/conflict that contribute to that individuals risk of harm or risk of reoffending. People being supported by SWM Community Rehabilitation Company in Coventry Current cases on OASys December 2016 Characteristics Coventry Multiple Complex Needs n=1,657 The most common characteristic is age 26-49 gender male ethnicity white british 68% 86% 48% 0 200 400 600 800 1000 18 - 20 21 - 25 26 - 49 50 - 64 65 + Female Male 796 57 52 52 47 37 29 28 23 13 11 8 7 6 3 1 151 336 White British White Other Asian Indian Asian Chinese Black African Black Caribbean Mixed White/Black… Asian Other Asian Pakistani Black Other White Irish Mixed White/Asian Asian Bangladeshi Mixed White/Black African Mixed Other White Gypsy/Traveller Not stated Not recorded Low 18% Medium 45% High 1% Unknown 36% People being supported by SWM Community Rehabilitation Company in Coventry Current cases on OASys December 2016 Offending-related risks Risk of serious harm Coventry Multiple Complex Needs n=1,657 OASys General reoffending Predictor (OGP) score Low 29% Medium 17%High 7% Very High 2% Unknown 45% Coventry repeat demand data from West Midlands Police Incidents recorded and police call-outs in September 2016 Incidents and call-outs Coventry Multiple Complex Needs n=7,030 20.35 Citywide 7.61 Wainbody 10.27 Whoberley 30.26 Henley 40.93 St. Michaels 31.23 Foleshill 3.41 Upper Stoke 1.60 Wainbody 1.81 Earlsdon 3.83 Foleshill 5.24 Henley 4.49 Binley & W’hall 2.23 Bablake 3.05 Citywide 5.38 St. Michaels Incidents Recorded crimes (rate per 1,000 population) (rate per 1,000 population) Coventry repeat demand data from West Midlands Police Incidents recorded and police call-outs in September 2016 Frequent callers Coventry Multiple Complex Needs n=7,0300 5 10 15 20 25 30 5,372 incidentswithphonenumbers 4,036 uniquephonenumbers 1.24 incidentsperphonenumber 76% (4,330 includingwithheld numbers) 🏠54 calls from four residential numbers ASB + mental health 37 calls from Council monitoring unit and parking services 🚍16 calls from National Express garage (mostly ASB) ⛽11 calls about bilking at ASDA, 38 total petrol station calls 👦28 calls from two children’s homes (mostly missing kids) 📕10 calls from a special school (abscondingkids) 52 numbers responsible for five or more calls totalling 419 calls 12 numbers responsible for ten or more calls totalling 177 calls 14.75 incidentsper phonenumber 8.06 incidentsper phonenumber Coventry repeat demand data from West Midlands Police Incidents recorded and police call-outs in September 2016 Frequent locations Coventry Multiple Complex Needs n=7,030 Kasbah Nightclub (12) Swanswell Street (22) Caludon Centre (14) Salvation Army (22) St Nicholas Street (16) Vincent Wyles House (18) Henley Road (10) Ricoh Arena (15) Tesco(10) Beaconsfield Road (13) B&Q (13) Longford Park (13) Sainsbury’s (12) Co-op (12) Caradoc Hall (16) Signals Drive (20) Stoney Stanton Road (10) Kirkdale Ave (10) We cannot share that – data sharing agreements which will take a year Patient confidentiality and research ethics approval for interviews ✔" Anonymised data ✔" Timelines / stories ✔" Service specifications ✔" Case studies and working with experts by experience Multiplecomplexneeds:whatwedid Characteristics Deep dive Lived experiences Frontline staff 📋$% 🏊'( 💁 Behaving as a system
  • 8. Performance hub Engagement platform Data platform citywide intelligence hub CitywideIntelligenceHub:whatwewantedtoachieve Low High Making use of what we know High Datacollectedaboutindividuals 🛂 💷 Privacy controls and democratic accountability Bringing it all together
  • 9. CitywideIntelligenceHub:whatwewantedtoachieve Survey data Internal systems e.g. social care, education, finance, HR Community intelligence Partner data External data e.g. Fingertips, LGInformPlus 🛂 🛂 🛂 🛂 EXTERNAL INTERNAL Bringing it all together
  • 10. CitywideIntelligenceHub:whatwewantedtoachieve “Single source of truth” Health and wellbeing JSNA DPH Annual Report Cultural profiles City of Culture Trust Council Plan performance report & performance reporting Housing and homelessness Headline statistics Social care e.g. market position statement Bringing it all together
  • 11. CitywideIntelligenceHub:whatwedid Health and wellbeing (JSNA) collection plan Data collection plan ImportThemes Identify all the indicators we want to collect – and where they’re coming from (data sources) Culture collection plan Housing and homelessness collection plan Assign themes and sub-categories to each data item Set up import routines to import the data into the data warehouse Bringing it all together
  • 12. CitywideIntelligenceHub:whatwedid Data sources csv & json files via APIs Power BI ! A data model that allows us to store indicator data over any bespoke space and time: as long as an indicator has a geographical and time dimension, it will fit in this data model. Values Indicators (Metrics) Periods Geographies (Areas) Data warehouse Themes look-up table Shapes look-up table Extract Transform Load (ETL) routine to change data to correct format Import routine with refresh period Bringing it all together
  • 14. JointStrategicNeedsAssessment:whatwewantedtofindout Blending intelligence Facts about Coventry Place-based analytical profiles for city and localities “JSNA” data book Health and Wellbeing Strategy 2019-22 Health and Wellbeing Strategy 2016-19 2016 Citywide intelligence hub Data profiler (Power BI) Community intelligence (directory and asset maps) 2019
  • 15. JointStrategicNeedsAssessment:whatwedid Citywide Neighbourhoods Citywide intelligence hub data profiler tool 👫 Demographics & communities 📊./ Prospects 🌲12 Housing & environment 😊45 Health & wellbeing JSNA analytical profiles setting out... EngagementData JointStrategicNeedsAssessment:whatwedid JSNA analytical profiles setting out... EngagementData 👫 Demographics & communities 📊./ Prospects 🌲12 Housing & environment 😊45 Health & wellbeing Citywide Neigbourhoods Citywide intelligence hub dataprofiler tool Blending intelligence
  • 16. JointStrategicNeedsAssessment:whatweachieved Blending intelligence Aspire The Moat Harmony Park Edge Mosaic Pathways Families for All Wood Side COVENTRY JOINT STRATEGIC NEEDS ASSESSMENT Family Hub Profile 2020 Harmony COVENTRY JOINT STRATEGIC NEEDS ASSESSMENT Family Hub Profile 2020 Woodside COVENTRY JOINT STRATEGIC NEEDS ASSESSMENT Family Hub Profile 2020 Pathways COVENTRY JOINT STRATEGIC NEEDS ASSESSMENT Family Hub Profile 2020 Park Edge COVENTRY JOINT STRATEGIC NEEDS ASSESSMENT Family Hub Profile 2020 Mosaic COVENTRY JOINT STRATEGIC NEEDS ASSESSMENT Family Hub Profile 2020 The Moat COVENTRY JOINT STRATEGIC NEEDS ASSESSMENT Family Hub Profile 2020 Families for All COVENTRY JOINT STRATEGIC NEEDS ASSESSMENT Family Hub Profile 2020 Aspire COVENTRY JOINT STRATEGIC NEEDS ASSESSMENT Citywide Profile 2020 Coventry
  • 18. Thankyou! Si Chun Lam Insight Development Manager Coventry City Council www.coventry.gov.uk/infoandstats/ www.coventry.gov.uk/jsna/ SiChun.Lam@coventry.gov.uk