Anayseværktøj skærmer unge fra arbejdsløshed

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Speed date with Medway Youth Trust Get to know MYT in 60 seconds

description

Præsentation fra IBM Smarter Business 2012

Transcript of Anayseværktøj skærmer unge fra arbejdsløshed

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Speed date with Medway Youth Trust

Get to know MYT in 60 seconds

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SPEED DATE WITH

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We are a 4 year old non-profit charity dedicated to improving

the life chances of young people

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24,768 young people

We work each year with

in a 192 km area2

30km south east of London

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Now more than ever, young people need the skills to learn, live and work

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So we provide information, advice and guidance

through personal 1:1 support & group programmes

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That build...

CONFIDENCEASPIRATIONSKILLSKNOWLEDGE and

OPPORTUNITIES

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Some young people have challenges in their life

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So we help them face up to their problems

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25%of our charity Trustees are aged

16-18 years

Young people’s voices are loud, clear and HEARD

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our partners and funders say we are OUTSTANDING at

partnership

volunteerscreativity

can-do approach

communication

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We have enjoyed our date, it’s been really nice to meet you.

We hope this is the start of something exciting...

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www.medwayyouthtrust.org.uk

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Project Resources:

•22 days IBM Consultancy•IBM SPSS Modeler•57 week Project•€123,000 in total

BI excellence is possible with limited resources, a focus on social outcomes and in a small organisation !

46 x Fte staff£2.1m turnover

Small Project Team:

•Data Quality Manager•CEO•Business Manager

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1,049,814Number of young

people aged 16-24 in England unemployed?

The lifetime costs to the UK taxpayer of the

2008 unemployed youth cohort?

£13 billion

Impact in later life for those who

spent time unemployed when

young?

depressionreduced earnings

poor health

unemployment

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UNSTRUCTUREDDATAInteractions:Intervention recordingText Messages/Email Action PlansS139a Reviews

UNSTRUCTURED DATAAttitudinal

Opinions- Preferences

- Needs- Desires

STRUCTURED DATAAgeGenderEthnicityPostcodeSupport LevelsVulnerable Groups

UNSTRUCTUREDDATA:

BehaviouralAttendance

Number of Interventions- Destination History

- Exam History

Unstructured data – we had 175,000,000 words we were not using before this project

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We created a data dictionary to extract key words/concepts from our unstructured data

Created profiles of current NEET cohort

Built predictive model

Applied model to younger cohort

Targeted interventions with young people

Measured Impact

Integrated BI and people processes

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We used IBM SPSS Modeler

Extracted structured

data

Prepared data for

use

Added data from other

sources

Created profiles of current NEET cohort

Built predictive model

Applied model to younger cohort

Targeted interventions with young people

Measured Impact

Integrated BI and people processes

Added in unstructured

data

Combined unstructured & structured

data

The models

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Created profiles of current NEET cohort

Built predictive model

Applied model to younger cohort

Targeted interventions with young people

Measured Impact

Integrated BI and people processes

Propensity models informed resource planning and service priorities

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Created profiles of current NEET cohort

Built predictive model

Applied model to younger cohort

Targeted interventions with young people

Measured Impact

Integrated BI and people processes

Propensity models informed resource planning and service priorities

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Created profiles of current NEET cohort

Built predictive model

Applied model to younger cohort

Targeted interventions with young people

Measured Impact

Integrated BI and people processes

YEAR ONE IMPACT

732 young people with >70%

propensity risk

identified

52% with positive

outcomes

48% with negative

outcomes

16% NEET13% Lost contact

4% custody4% not available for work11% moved away

29% college7% work7% training6% school3% apprenticeships

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Created profiles of current NEET cohort

Built predictive model

Applied model to younger cohort

Targeted interventions with young people

Measured Impact

Integrated BI and people processes

We exported the propensity data, and

embedded it in a standard application

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SCALABILITY

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