Machine Learning CUNY Graduate Center Lecture 4: Logistic Regression.
Pamela Wridt, CERG – CUNY Graduate Center Roger Hart, CERG – CUNY Graduate Center
description
Transcript of Pamela Wridt, CERG – CUNY Graduate Center Roger Hart, CERG – CUNY Graduate Center
![Page 1: Pamela Wridt, CERG – CUNY Graduate Center Roger Hart, CERG – CUNY Graduate Center](https://reader036.fdocuments.in/reader036/viewer/2022062410/56815ccc550346895dcad93a/html5/thumbnails/1.jpg)
Building indicators for Child Friendly Cities and Communities and assessing local progress in child well-being through a
participatory approach
Pamela Wridt, CERG – CUNY Graduate CenterRoger Hart, CERG – CUNY Graduate Center
Dora Giusti, UNICEF Innocenti Research Centre
![Page 2: Pamela Wridt, CERG – CUNY Graduate Center Roger Hart, CERG – CUNY Graduate Center](https://reader036.fdocuments.in/reader036/viewer/2022062410/56815ccc550346895dcad93a/html5/thumbnails/2.jpg)
Child Friendly Cities Movement
9 Building Blocks for
Local Authorities
1. Children’s Participation2. Child friendly legal framework3. City-wide children’s rights
strategy4. Children’s rights unit or
coordinating mechanism5. Child impact assessment and
evaluation6. Children’s budget7. Regular “State of the City’s
Children” report8. Making children’s rights known9. Independent advocacy for
children
![Page 3: Pamela Wridt, CERG – CUNY Graduate Center Roger Hart, CERG – CUNY Graduate Center](https://reader036.fdocuments.in/reader036/viewer/2022062410/56815ccc550346895dcad93a/html5/thumbnails/3.jpg)
Goals: • Community data on children’s rights• Municipal data on
children’s rights• Raising public
awareness on children’s rights• Local plans of advocacy
and action for children’s rights
![Page 4: Pamela Wridt, CERG – CUNY Graduate Center Roger Hart, CERG – CUNY Graduate Center](https://reader036.fdocuments.in/reader036/viewer/2022062410/56815ccc550346895dcad93a/html5/thumbnails/4.jpg)
Community ToolsChildrenParents
Community Service Providers
Governance ToolsLocal authorities
NGOs
![Page 5: Pamela Wridt, CERG – CUNY Graduate Center Roger Hart, CERG – CUNY Graduate Center](https://reader036.fdocuments.in/reader036/viewer/2022062410/56815ccc550346895dcad93a/html5/thumbnails/5.jpg)
Parameters of Community Assessment
• CRC as guiding framework• Comprehensive of all children’s rights• Cover all age groups (0-18) in the CRC• Ability to disaggregate data by gender and age• Adaptable to different cultural contexts• Suitable for interpretation and use by children, parents and community members• Ability to scale up to a national level• Asset based• Quantitative and qualitative
![Page 6: Pamela Wridt, CERG – CUNY Graduate Center Roger Hart, CERG – CUNY Graduate Center](https://reader036.fdocuments.in/reader036/viewer/2022062410/56815ccc550346895dcad93a/html5/thumbnails/6.jpg)
Child Friendly Community Domains
Presence/Absence * Access * Opportunity * Quality * Engagement
![Page 7: Pamela Wridt, CERG – CUNY Graduate Center Roger Hart, CERG – CUNY Graduate Center](https://reader036.fdocuments.in/reader036/viewer/2022062410/56815ccc550346895dcad93a/html5/thumbnails/7.jpg)
![Page 8: Pamela Wridt, CERG – CUNY Graduate Center Roger Hart, CERG – CUNY Graduate Center](https://reader036.fdocuments.in/reader036/viewer/2022062410/56815ccc550346895dcad93a/html5/thumbnails/8.jpg)
Local NGOsLocal CBOs
![Page 9: Pamela Wridt, CERG – CUNY Graduate Center Roger Hart, CERG – CUNY Graduate Center](https://reader036.fdocuments.in/reader036/viewer/2022062410/56815ccc550346895dcad93a/html5/thumbnails/9.jpg)
Sample of Children’s Tool
![Page 10: Pamela Wridt, CERG – CUNY Graduate Center Roger Hart, CERG – CUNY Graduate Center](https://reader036.fdocuments.in/reader036/viewer/2022062410/56815ccc550346895dcad93a/html5/thumbnails/10.jpg)
Sample of Children’s Tool
The health clinic is not welcoming to children
from certain tribes
Girls do not feel safe using public toilets
because they fear abuse
Girls feel the community is clean; boys do not
The smell is only bad for children living near the
factories
![Page 11: Pamela Wridt, CERG – CUNY Graduate Center Roger Hart, CERG – CUNY Graduate Center](https://reader036.fdocuments.in/reader036/viewer/2022062410/56815ccc550346895dcad93a/html5/thumbnails/11.jpg)
Child Friendly Community Initiatives
![Page 12: Pamela Wridt, CERG – CUNY Graduate Center Roger Hart, CERG – CUNY Graduate Center](https://reader036.fdocuments.in/reader036/viewer/2022062410/56815ccc550346895dcad93a/html5/thumbnails/12.jpg)
Local Adaptation of Indicators
• Rewording• Deletions• Additions
Gender * Family Relations * Disaster Risk Reduction * Access to Condoms
![Page 13: Pamela Wridt, CERG – CUNY Graduate Center Roger Hart, CERG – CUNY Graduate Center](https://reader036.fdocuments.in/reader036/viewer/2022062410/56815ccc550346895dcad93a/html5/thumbnails/13.jpg)
![Page 14: Pamela Wridt, CERG – CUNY Graduate Center Roger Hart, CERG – CUNY Graduate Center](https://reader036.fdocuments.in/reader036/viewer/2022062410/56815ccc550346895dcad93a/html5/thumbnails/14.jpg)
Example: Priorities for Education
Children• equal treatment of boys and girls in schools• access to books/materials for learning• clean drinking water in schools• physical discipline in schools
Parents• affordable schools for parents with small children• informal school opportunities• parent participation in school decision making
Community Service Providers• children’s rights taught in school• informal school opportunities
Community in:Dajabón,
Dominican Republic
![Page 15: Pamela Wridt, CERG – CUNY Graduate Center Roger Hart, CERG – CUNY Graduate Center](https://reader036.fdocuments.in/reader036/viewer/2022062410/56815ccc550346895dcad93a/html5/thumbnails/15.jpg)
![Page 16: Pamela Wridt, CERG – CUNY Graduate Center Roger Hart, CERG – CUNY Graduate Center](https://reader036.fdocuments.in/reader036/viewer/2022062410/56815ccc550346895dcad93a/html5/thumbnails/16.jpg)
![Page 17: Pamela Wridt, CERG – CUNY Graduate Center Roger Hart, CERG – CUNY Graduate Center](https://reader036.fdocuments.in/reader036/viewer/2022062410/56815ccc550346895dcad93a/html5/thumbnails/17.jpg)
![Page 18: Pamela Wridt, CERG – CUNY Graduate Center Roger Hart, CERG – CUNY Graduate Center](https://reader036.fdocuments.in/reader036/viewer/2022062410/56815ccc550346895dcad93a/html5/thumbnails/18.jpg)
95 Percentage of children who say the government
does not ask them their opinions about
the community
![Page 19: Pamela Wridt, CERG – CUNY Graduate Center Roger Hart, CERG – CUNY Graduate Center](https://reader036.fdocuments.in/reader036/viewer/2022062410/56815ccc550346895dcad93a/html5/thumbnails/19.jpg)
76 Percentage of
children who feel a stranger can take
them away
![Page 20: Pamela Wridt, CERG – CUNY Graduate Center Roger Hart, CERG – CUNY Graduate Center](https://reader036.fdocuments.in/reader036/viewer/2022062410/56815ccc550346895dcad93a/html5/thumbnails/20.jpg)
50 Percentage of children who feel
safe walking or cycling in their
community
![Page 21: Pamela Wridt, CERG – CUNY Graduate Center Roger Hart, CERG – CUNY Graduate Center](https://reader036.fdocuments.in/reader036/viewer/2022062410/56815ccc550346895dcad93a/html5/thumbnails/21.jpg)
Assessment Potential
Child Friendly Community Planning• Local Plans for Children• Creation of new schools• Safer routes to school• New programs for children• New community governance structures• Child friendly certification process
Awareness of Children’s Rights• Children• Parents• Community Service Providers• Local Authorities
![Page 22: Pamela Wridt, CERG – CUNY Graduate Center Roger Hart, CERG – CUNY Graduate Center](https://reader036.fdocuments.in/reader036/viewer/2022062410/56815ccc550346895dcad93a/html5/thumbnails/22.jpg)
www.childfriendlycities.org