2. Our findings from delivery
organisations
2
Data Collection Org 1 Org 2 Org 3 Org 4 Org 5 Org 6 Org 7 Org 8
What data do you collect? Personal
Demographic
Attendance
Academic
Behavioural
How is it collected? Referral/application form
Register
Intake/mid-way/exit assessment
Questionnaire/survey
Case files
Who provides it? Frontline worker
Parent
Beneficiary
Teacher
Admin staff
Why is the data collected? Case management
Internal evaluation
External evaluation
Funder/contract requirements
When is the data collected? Intake
Exit
Academic timetable
Through programme delivery
Post-engagement
Evaluation
What analysis is performed internally? Impact on academic performance
Behavioural trends
Comparison analysis of cohort
Programme evaluation
External evaluation?
Systems
How is the data stored? Bespoke system
Off-the-shelf CRM/database
Statutory system
Excel
Paper
Data sharing
Do you share data with any other organisations? Aggregated
Individual Informal Informal Informal
3. Data management and
measurement
3
Planning
Collection
Sharing
Processing
Aggregating
Measurement
Reporting
Reflection
Partners and backbone agree timings and data points to
be collected
Partners collect agreed
personal, demographic and
indicator data from children
and young people at beginning
and end of programme (or at
regular intervals)
Partners send data to
backbone
Backbone checks data
Backbone adds data to master record spreadsheet
Backbone runs analysis on
the aggregated data to track
progress towards collective
outcomes and evaluation
Backbone produces
data visualisation
dashboards and shares
findings with partners,
community & funders
Partners and backbone
review results and
share feedback on the
process
4. Name: Arman Berwari
Gender: Male
DoB: 20/02/2006
Age: 9
Ethnicity: Kurdish
First Language: Kurdish
Religion: Sunni Islam
Address: Flat 2, Newall Court, Heathstan Road, Shepherd's Bush W12 0SQ
School: Wormholt Park
Statutory Provision: FSM, School Clothing, School Transport and SEN provision (Action)
Father: Unknown
Mother: Ajwan Berwari (born in 1987), moved to England in 2005
Siblings profile: One older sister, Lalereng (age 11, born 17/04/2004) EAL, FSM, no SEN provision
Economic Participation: Low Socio-Economic participation (NS-SeC)
Early Home Learning Environment: Was recorded as Low-Intensity EHLE
Household Composition: Overcrowded - 1 bedroom council flat, 3 residents
IDACI: 3,589
IMD: 3,064
Employment Index: 4,862
Income Deprivation: 2,231
IMDs Top Rank: 32,482
Individual child dashboard
(Fictional for illustration purposes only)
Source: School data, School census, Housing Register, Census and IMD
DEMOGRAPHICS
5. Individual child dashboard
(Summary snapshot of some indicators, fictional for illustration purposes only)
ACADEMIC PERFORMANCE
LEARNING & DEVELOPMENT
EYFS
Profile:
Was recorded as : ‘Not yet reaching level of
development (emerging)
Phonics
Test:
22/40
KS1: Achieved Level 2 in English, did not achieve
Level 2 in Writing and Maths
KS2: Currently working towards Level 3
Source: School data
DEVELOPMENTAL MILESTONES
Executive Functioning:
0 20 40 60 80 100
Inhibition
Shift
Emotional Control
Behavioural Regulation Index
Initiation
Working memory
Planning/Organization
Organization of Materials
Self-Monitoring
Metacognition Index
Global Executive Composite
Speech & Language, Numeracy & Literacy:
HEALTH CHECKLIST
HEALTH & WELLBEING
Nutrition: Yes No
Bottlefed
EY Breakfast-Club
GREEN: in average range; ORANGE: at risk
Immunisation: Due (child's age) Completed?
2, 3, 4 & 36 months
2, 4 & 12 months
2 & 3 months
3 & 12 months
2, 3 & 4 years
1 & 3 years
RELATIONSHIPS & BEHAVIOUR
EMOTIONAL WELLBEING
School attendance:
50%
60%
70%
80%
90%
100%
Autumn Spring Summer
Engagement with learning:
50%
60%
70%
80%
90%
100%
Autumn Spring Summer
Weight: Height Weight
Birth 18/19.4 6.5/7.3
Age 2: 28.7/29.2 19.8/20.4
Age 5: 40/39.5 34/34
Year 11: 53/52.5 62/62
Year 1 Year 2 Year 3 Year 4 Year 5
Speech & Language Numeracy & Literacy
Expected Level
0 1 2 3 4 5 6 7 8 9 10
Emotional Symptoms
Conduct Problems
Hyperactivity/Inattention
Peer Relationship Problems
Prosocial Behaviour
SDQ score
COMMUNITY PARTICIPATION
Engagement with sport:
Teacher’s feedback:
Some reports of lack of attention and
engagement with learning. Counselling
and professional support may be
required to support prosocial behaviour
and age appropriate emotional
development.
Source: EYFS Profile/School data
Source: External social sector provider Source: External social sector provider
Source: External social sector provider
Physical
Activity:
After school football club by external provider
Source: Children's Centre, Local GP and Department of Health
Source: School data
Source: Teacher’s quantitative assessment
Source: External social sector provider
Source: School arts programme
Engagement with arts:
0%
50%
100%
Autumn Winter Spring Summer
Attendance Progression
Resilience
0%
20%
40%
60%
80%
100%
Autumn Winter Spring Summer
Attendance Engagement
Progression
Parental feedback:
Mother reports working hard to read
together every evening but struggling to
engage. Enthused by positive
engagement with sport and upwards
trend in progression.
6. Cohort analytics
(Fictional for illustration purposes only)
Name Age Ethnicity EAL FSM SEN KS1 KS2 School Attendance School Engagement
Arman
Berwari
9 Kurdish
Rima
Anderson
14
White and
Asian
Kulane
Ibráhim
13
Black
African
Clare
Johnson
11 White
0
1
2
3
Reading Writing English Maths Science
KS1 KS1 Expected Level
0
1
2
3
Reading Writing English Maths Science
KS1 KS1 Expected Level
0
1
2
3
Reading Writing English Maths Science
KS1 KS1 Expected Level
0
1
2
3
4
Reading Writing English Maths Science
KS1 KS1 Expected Level
0
1
2
3
4
Reading Writing English Maths Science
KS2 KS2 Expected Level
0
1
2
3
4
Reading Writing English Maths Science
KS2 KS2 Expected Level
0
1
2
3
4
Reading Writing English Maths Science
KS2 KS2 Expected Level
0
1
2
3
4
Reading Writing English Maths Science
KS2 KS2 Expected Level
50%
60%
70%
80%
90%
100%
Autumn Spring Summer
50%
60%
70%
80%
90%
100%
Autumn Spring Summer
50%
60%
70%
80%
90%
100%
Autumn Spring Summer
50%
60%
70%
80%
90%
100%
Autumn Spring Summer
50%
60%
70%
80%
90%
100%
Autumn Spring Summer
50%
60%
70%
80%
90%
100%
Autumn Spring Summer
50%
60%
70%
80%
90%
100%
Autumn Spring Summer
50%
60%
70%
80%
90%
100%
Autumn Spring Summer
Source: School data
77%
49%
70%
76%
80%
23%
51%
30%
24%
20%
0% 20% 40% 60% 80% 100%
Reading
Writing
English
Maths
Science
KS1 Level 2 or + KS1 Level 1 or -
Percentage of students who failed and achieved at KS1
64%
60%
62%
77%
77%
36%
40%
38%
23%
23%
0% 20% 40% 60% 80% 100%
Reading
Writing
English
Maths
Science
KS2 Level 4 or + KS2 Level 3 or -
Percentage of students who failed and achieved at KS2
22%
27%
24%
15%
3%
23%
25%
21%
13%
4%
0% 10% 20% 30%
EAL
FSM
Action
Action Plus
Statement of Need
KS1 Level 1 or - KS2 Level 3 or -
Percentage of students who failed at KS1 and KS2 by characteristics
Editor's Notes
Emily: I met with delivery partners to explore how they collect, process and analyse data to inform how we would proceed towards trying to achieve shared measurement.
Ross: I have been working with data at LBHF to analyse needs and indicators of needs for children in White City and north LBHF
Our exploration shows no continuity. If there was continuity there would be solid green lines for these questions across all organisations, and there aren’t any.
So we have listened and decided that when we first start with our pilot, which Louisa will explain to you, we will simply take data from our delivery partners in excel spreadsheets via email, and we will process it and conduct our first attempt at shared measurement in excel.
There isn’t an out-of-the-box technology solution to data sharing when everyone is using different systems.
Key is to get the process right – tested and refined as a group. Try and change that as little as possible. Technology later, hopefully after the pilot, but when the time is right.
Our suggestion for a process is 8 steps:
Planning: We will only be asking ‘the minimum amount’ of data from partners in the pilot – the three key things we need from you in a common framework that we all agree to track the outcomes we agree
Collection: during and at the start/end of delivery (Timing?)
Sharing: Partners to share data (in csv files) with the backbone
Process & aggregating: where technology will be a real help
Measurement – minimum requirements at first:
Tracking outcomes
Referral triggers
Reporting: to partners, funders, (children?), public (quarterly & annual results)
Reflection: opportunity throughout to reflect on the process & results, give feedback, plan changes
Start again – constant communication
NB
we will only be asking for e.g. 3? key pieces of data to show us outcomes we need to track – what is realistic re basic child baseline info, then info for tracking outcomes??
As well as looking at deliver partners data collection and management systems, I have been working closely, 2 days per week, with the LBHF xxx team.
I have been allowed to work on site to analyse educational data so as to understand the key indicators of poor educational attainment.
This has helped us to piece together how we can best assess and support children through their lives.
This is an illustration of how we hope to construct an individual dashboard on each WLZ child.
[pick out a couple of points including EYFS so as to click through]
As well as looking at deliver partners data collection and management systems, I have been working closely, 2 days per week, with the LBHF xxx team.
I have been allowed to work on site to analyse educational data so as to understand the key indicators of poor educational attainment.
This has helped us to piece together how we can best assess and support children through their lives.
This is an illustration of how we hope to construct an individual dashboard on each WLZ child.
[pick out a couple of points including EYFS so as to click through]
These individual dashboards will enable overall analysis of our cohorts of children and comparisions wthin the cohort.
Explain slide.
There will be hurdles to overcome with data protection but our pilot schools/centres are keen to work with us and with parents to gain consent to enable this level of analysis.