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Contract Notice

Developing a mathematical modelling proof of concept for children looked after in Wales

  • First published: 12 January 2023
  • Last modified: 12 January 2023

Contents

Summary

OCID:
ocds-kuma6s-128107
Published by:
Social Care Wales
Authority ID:
AA0289
Publication date:
12 January 2023
Deadline date:
02 February 2023
Notice type:
Contract Notice
Has documents:
Yes
Has SPD:
No
Has Carbon Reduction Plan:
No

Abstract

What is required / ‘The Requirements’ Reducing the number of children who are looked after in Wales remains a priority for Welsh Government. Rates in Wales are the highest in the UK . Entering the care system is known to have a detrimental effect on longer term outcomes for children in terms of educational attainment, health, employment, homelessness and criminal justice. Despite higher numbers of children in care, there is variation across Wales. This may be linked to a number of different interactions including, safeguarding practice, deprivation and parental factors. Understanding these interactions and how they might affect the looked after population and the likelihood of entry to the care system would provide a valuable source of information and insight into the dynamics of the care system that could aid the safe reduction of the children looked after population in Wales. Modelling could also provide a mechanism to test preventative measures to sustain reduction or reduce entry to the care system in Wales. We wish to work with an experienced supplier or consortia to develop predictive and prescriptive models for looked after children in Wales. Data on children looked after in Wales is reasonably mature with person-based data having been collected for 20 years. In addition to this, a great amount of research has been collected on the wider determinants of care in the UK and beyond. We require the following: 1 An assessment of available data, research and evidence on children looked after in Wales and elsewhere. 2 A review of available modelling techniques with an appraisal of their suitability for developing a model for children looked after in Wales. 3 A functional proof of concept of a mathematical data model for children looked after in Wales. 4 A working representation of the prototype model developed in conjunction with Social Care Wales and partners on the National social care data portal. 5 Recommendations for scaling the project into beta and production versions. Aims and objectives 1 To develop novel techniques to better understand the dynamics of the children looked after system in Wales with the ambition of using the insight provided to improve outcomes for children looked after and safely reduce numbers of children looked after. 2 To better understand the wider determinants of becoming looked after and how these factors interact. 3 To continue to refine our modelling approaches to provide better predictive and prescriptive insight. 4 To use the learning from this work and apply it to other areas of care and support. Outputs It is expected that the supplier will: a) Produce a functional proof of concept model for children looked after in Wales. b) Work with Social Care Wales to demonstrate the feasibility of the model on the National social care data portal for Wales. c) Produce a report in both Welsh and English containing a write up of your work. This should include: i. information on the approach to developing the model. ii. information on how the model has been tested to ensure that it produces meaningful outputs that conform to expectations. iii. information on the vulnerabilities and limitations of the model and how these may be improved or overcome. iv. recommendations for progression to beta and production versions of the model. Please see specification for more detail

Full notice text

CONTRACT NOTICE – NATIONAL

SERVICES

1 Authority Details

1.1

Authority Name and Address


Social Care Wales

South Gate House, Wood Street,

Cardiff

CF10 1EW

UK

Procurement Team

+44 3003033444


http://www.socialcare.wales
www.sell2wales.gov.wales
www.sell2wales.gov.wales

1.2

Address from which documentation may be obtained


Social Care Wales




UK




http://www.socialcare.wales

1.3

Completed documents must be returned to:


Social Care Wales




UK




2 Contract Details

2.1

Title

Developing a mathematical modelling proof of concept for children looked after in Wales

2.2

Description of the goods or services required

What is required / ‘The Requirements’

Reducing the number of children who are looked after in Wales remains a priority for Welsh Government. Rates in Wales are the highest in the UK . Entering the care system is known to have a detrimental effect on longer term outcomes for children in terms of educational attainment, health, employment, homelessness and criminal justice. Despite higher numbers of children in care, there is variation across Wales. This may be linked to a number of different interactions including, safeguarding practice, deprivation and parental factors.

Understanding these interactions and how they might affect the looked after population and the likelihood of entry to the care system would provide a valuable source of information and insight into the dynamics of the care system that could aid the safe reduction of the children looked after population in Wales. Modelling could also provide a mechanism to test preventative measures to sustain reduction or reduce entry to the care system in Wales.

We wish to work with an experienced supplier or consortia to develop predictive and prescriptive models for looked after children in Wales. Data on children looked after in Wales is reasonably mature with person-based data having been collected for 20 years. In addition to this, a great amount of research has been collected on the wider determinants of care in the UK and beyond.

We require the following:

1 An assessment of available data, research and evidence on children looked after in Wales and elsewhere.

2 A review of available modelling techniques with an appraisal of their suitability for developing a model for children looked after in Wales.

3 A functional proof of concept of a mathematical data model for children looked after in Wales.

4 A working representation of the prototype model developed in conjunction with Social Care Wales and partners on the National social care data portal.

5 Recommendations for scaling the project into beta and production versions.

Aims and objectives

1 To develop novel techniques to better understand the dynamics of the children looked after system in Wales with the ambition of using the insight provided to improve outcomes for children looked after and safely reduce numbers of children looked after.

2 To better understand the wider determinants of becoming looked after and how these factors interact.

3 To continue to refine our modelling approaches to provide better predictive and prescriptive insight.

4 To use the learning from this work and apply it to other areas of care and support.

Outputs

It is expected that the supplier will:

a) Produce a functional proof of concept model for children looked after in Wales.

b) Work with Social Care Wales to demonstrate the feasibility of the model on the National social care data portal for Wales.

c) Produce a report in both Welsh and English containing a write up of your work. This should include:

i. information on the approach to developing the model.

ii. information on how the model has been tested to ensure that it produces meaningful outputs that conform to expectations.

iii. information on the vulnerabilities and limitations of the model and how these may be improved or overcome.

iv. recommendations for progression to beta and production versions of the model.

Please see specification for more detail

NOTE: To register your interest in this notice and obtain any additional information please visit the Sell2Wales Web Site at https://www.sell2wales.gov.wales/Search/Search_Switch.aspx?ID=128107.

The buyer has indicated that it will accept electronic responses to this notice via the Postbox facility. A user guide is available at https://www.sell2wales.gov.wales/sitehelp/help_guides.aspx.

Suppliers are advised to allow adequate time for uploading documents and to dispatch the electronic response well in advance of the closing time to avoid any last minute problems.

2.3

Notice Coding and Classification

73110000 Research services
73200000 Research and development consultancy services
79315000 Social research services
80300000 Higher education services
85000000 Health and social work services
1000 WALES
1010 West Wales and The Valleys
1011 Isle of Anglesey
1012 Gwynedd
1013 Conwy and Denbighshire
1014 South West Wales (Carmarthenshire, Pembrokeshire, Ceredigion)
1015 Central Valleys (Merthyr Tydfil, Rhondda Cynon Taf)
1016 Gwent Valleys (Torfaen, Blaenau Gwent, Caerphilly)
1017 Bridgend and Neath Port Talbot
1018 Swansea
1020 East Wales
1021 Monmouthshire and Newport
1022 Cardiff and Vale of Glamorgan
1023 Flintshire and Wrexham
1024 Powys

2.4

Total quantity or scope of tender

Budget

There is a budget of up to £60,000 (inclusive of any applicable VAT) agreed for this tender.

The Supplier will provide full financial breakdown of the costs associated with the project for consideration through the evaluation process.

Prices must be quoted in pounds sterling and clearly state if VAT will or will not be charged.

Length of contract

The contract will run until 31 March 2023. We realise this is a tight schedule, however if this date cannot be met, please could you include a realistic timeframe for Social Care Wales to consider.

3 Conditions for Participation

3.1

Minimum standards and qualification required

4 Administrative Information

4.1

Type of Procedure

Single stage

4.2

Reference number attributed to the notice by the contracting authority

N/a

4.3

Time Limits

Time-limit for receipt of completed tenders
    02-02-2023  Time  12:00

Estimated award date
 20-02-2023

4.5

Language or languages in which tenders or requests to participate can be drawn up

EN  CY 

4.6

Tender Submission Postbox

The buyer has indicated that it will accept electronic responses to this notice via the Postbox facility. A user guide is available at https://www.sell2wales.gov.wales/sitehelp/help_guides.aspx

5 Other Information

5.1

Additional Information

(WA Ref:128107)

The buyer considers that this contract is suitable for consortia bidding.

5.2

Additional Documentation

ITT for Modelling POC CHILDREN English
ITT for Modelling POC CHILDREN Cymraeg
Atodiad 1 -Taflen Glawr Tendr
Appendix 1 - Tender Cover Sheet
Atodiad 2 - Dogfen Ymateb Ansawdd
Appendix 2 – Technical Quality Response Document
Atodiad 3 - Dogfen Ymateb Ariannol
Appendix 3 – Financial and Pricing Response Document
Canllaw ein llais Gofal Cymdeithasol Cymru
Social Care Wales Tone of Voice guide
Canllawiau brand Gofal Cymdeithasol Cymru
Social Care Wales brand guidelines
Atodiad 6 - Ffurflen Tendro
Appendix 6 - Form of Tender
Atodiad 7 - Aroddiad Darganfod
Appendix 7 - Discovery Report
Atodiad 8 - Statement-of-Strategic-Intent-vFinal-WL
Appendix 8 - Statement of Strategic Intent
SCW contract example

5.3

Publication date of this notice

 12-01-2023

Coding

Commodity categories

ID Title Parent category
85000000 Health and social work services Other Services
80300000 Higher education services Education and training services
73200000 Research and development consultancy services Research and development services and related consultancy services
73110000 Research services Research and experimental development services
79315000 Social research services Market research services

Delivery locations

ID Description
1017 Bridgend and Neath Port Talbot
1022 Cardiff and Vale of Glamorgan
1015 Central Valleys (Merthyr Tydfil, Rhondda Cynon Taf)
1013 Conwy and Denbighshire
1020 East Wales
1023 Flintshire and Wrexham
1016 Gwent Valleys (Torfaen, Blaenau Gwent, Caerphilly)
1012 Gwynedd
1011 Isle of Anglesey
1021 Monmouthshire and Newport
1024 Powys
1014 South West Wales (Carmarthenshire, Pembrokeshire, Ceredigion)
1018 Swansea
1000 WALES
1010 West Wales and The Valleys

Alert region restrictions

The buyer has restricted the alert for this notice to suppliers based in the following regions.

ID Description
There are no alert restrictions for this notice.

Document family

Notice details
Publication date:
12 January 2023
Deadline date:
02 February 2023 00:00
Notice type:
Contract Notice
Authority name:
Social Care Wales
Publication date:
29 March 2023
Notice type:
Contract Award Notice
Authority name:
Social Care Wales

About the buyer

Main contact:
N/a
Admin contact:
N/a
Technical contact:
N/a
Other contact:
N/a

Further information

Date Details
No further information has been uploaded.

Postbox

The awarding buyer has indicated that it will accept electronic responses to this notice via the Tender Submission Postbox facility.

Submit your tender response electronically in a secure environment.

To create an electronic response please click the "Add to my interest list" button at the top of the page.

For more information on the Postbox Facility please refer to the user guide:

Q&A

Ask the buyer any questions you may have relating to this notice. To ask the buyer a question or questions please click the "View Questions and Answers" button.

Additional Documents

The following additional documents have been attached to this notice. To obtain these documents please select the individual file names below.

Current documents

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Replaced documents

There are no previous versions of these documents.


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