Can Predictive Algorithms Assist Decision‐Making in Social Work with Children and Families?
Decision support systems (DSS) which incorporate algorithms trained using administrative data have been promoted as the next promising development in initiatives to improve and assist decision‐making in social work with children and families. In this article, research and grey literature about DSS d...
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| Veröffentlicht in: | Child abuse review (Chichester, England : 1992) Jg. 28; H. 2; S. 114 - 126 |
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| Format: | Journal Article |
| Sprache: | Englisch |
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Hoboken
Wiley Subscription Services, Inc
01.03.2019
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| ISSN: | 0952-9136, 1099-0852 |
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| Abstract | Decision support systems (DSS) which incorporate algorithms trained using administrative data have been promoted as the next promising development in initiatives to improve and assist decision‐making in social work with children and families. In this article, research and grey literature about DSS designed, and in some cases implemented, in the USA, the Netherlands, Australia and New Zealand are analysed to assess the extent to which they are currently able to meet this promise. The challenges of developing DSS for social work are identified and ideas are suggested to overcome them. © 2019 John Wiley & Sons, Ltd.
Key Practitioner Messages
Decision support systems (DSS) are being developed for social work with children and families and they may transform how decisions are made with important consequences for both service users and the profession.
Current DSS are mostly not very accurate in their predictions and further work is required in their development and on the data used to train the algorithms.
The next stage in the development of DSS will require long‐term commitment by social workers to work in collaboration with data scientists and researchers. It will also be expensive. Social workers need to lead the debate about whether DSS are worth the investment.
‘Decision support systems are being developed for social work with children and families and they may transform how decisions are made’ |
|---|---|
| AbstractList | Decision support systems (DSS) which incorporate algorithms trained using administrative data have been promoted as the next promising development in initiatives to improve and assist decision‐making in social work with children and families. In this article, research and grey literature about DSS designed, and in some cases implemented, in the USA, the Netherlands, Australia and New Zealand are analysed to assess the extent to which they are currently able to meet this promise. The challenges of developing DSS for social work are identified and ideas are suggested to overcome them. © 2019 John Wiley & Sons, Ltd.
Key Practitioner Messages
Decision support systems (DSS) are being developed for social work with children and families and they may transform how decisions are made with important consequences for both service users and the profession.
Current DSS are mostly not very accurate in their predictions and further work is required in their development and on the data used to train the algorithms.
The next stage in the development of DSS will require long‐term commitment by social workers to work in collaboration with data scientists and researchers. It will also be expensive. Social workers need to lead the debate about whether DSS are worth the investment.
‘Decision support systems are being developed for social work with children and families and they may transform how decisions are made’ Decision support systems (DSS) which incorporate algorithms trained using administrative data have been promoted as the next promising development in initiatives to improve and assist decision‐making in social work with children and families. In this article, research and grey literature about DSS designed, and in some cases implemented, in the USA, the Netherlands, Australia and New Zealand are analysed to assess the extent to which they are currently able to meet this promise. The challenges of developing DSS for social work are identified and ideas are suggested to overcome them. © 2019 John Wiley & Sons, Ltd.Key Practitioner MessagesDecision support systems (DSS) are being developed for social work with children and families and they may transform how decisions are made with important consequences for both service users and the profession.Current DSS are mostly not very accurate in their predictions and further work is required in their development and on the data used to train the algorithms.The next stage in the development of DSS will require long‐term commitment by social workers to work in collaboration with data scientists and researchers. It will also be expensive. Social workers need to lead the debate about whether DSS are worth the investment.‘Decision support systems are being developed for social work with children and families and they may transform how decisions are made’ |
| Author | Gillingham, Philip |
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| Cites_doi | 10.1016/j.childyouth.2004.02.011 10.1080/15548732.2016.1255697 10.1016/j.chiabu.2005.12.004 10.1177/0261018314543224 10.1002/car.778 10.1177/0011128711426544 10.1080/13691457.2018.1469474 10.1300/J407v01n01_06 10.1007/s13347-017-0263-5 10.1016/j.chiabu.2015.05.022 10.1002/car.834 10.1080/15548732.2017.1392391 10.1016/j.chiabu.2016.11.020 10.1300/J079v32n04_07 10.1016/j.childyouth.2017.08.020 10.2307/2095230 10.1093/bjsw/bct126 10.1016/j.childyouth.2012.09.020 10.1177/0261018315620867 10.1080/15228830902749039 10.1016/j.amepre.2013.04.022 10.1080/15228835.2011.562636 10.1016/j.eswa.2017.06.035 10.1093/bjsw/bcv031 10.1080/09503153.2015.1135895 10.1016/j.amepre.2013.06.001 10.1016/j.dss.2006.05.008 10.1080/23303131.2015.1069232 10.1080/09503153.2015.1014334 10.1080/13691457.2018.1460324 |
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| References | 2015; 35 2015a; 27 2017; 63 2006; 30 1985; 1 2017; 81 2012 2006; 32 2013; 45 2017; 88 2004; 26 2009 2005 2004 1993 2003 2016a; 46 2014; 60 2009; 27 2016; 36 2015b; 45 2003; 12 2015; 46 2013; 35 2010; 28 2017; 11 2016b; 40 2004; 13 2016c; 28 2018 2017 2014b 2013 2014a 2007; 42 2018; 12 1983; 48 2018; 31 e_1_2_8_28_1 Gillingham P (e_1_2_8_23_1) 2016; 28 e_1_2_8_29_1 Gillingham P (e_1_2_8_19_1) 2015; 27 D'Cruz H (e_1_2_8_12_1) 2004 e_1_2_8_24_1 e_1_2_8_47_1 Alston M (e_1_2_8_3_1) 2012 e_1_2_8_25_1 e_1_2_8_46_1 e_1_2_8_26_1 e_1_2_8_27_1 e_1_2_8_48_1 Reder P (e_1_2_8_38_1) 1993 e_1_2_8_2_1 e_1_2_8_5_1 e_1_2_8_4_1 e_1_2_8_6_1 e_1_2_8_9_1 e_1_2_8_20_1 e_1_2_8_43_1 e_1_2_8_21_1 e_1_2_8_42_1 e_1_2_8_22_1 e_1_2_8_45_1 e_1_2_8_44_1 e_1_2_8_41_1 e_1_2_8_17_1 e_1_2_8_18_1 e_1_2_8_39_1 e_1_2_8_13_1 e_1_2_8_36_1 e_1_2_8_14_1 e_1_2_8_35_1 CARE (e_1_2_8_8_1) 2012 e_1_2_8_15_1 e_1_2_8_16_1 e_1_2_8_37_1 Buckley H (e_1_2_8_7_1) 2003 e_1_2_8_32_1 e_1_2_8_10_1 e_1_2_8_31_1 e_1_2_8_11_1 e_1_2_8_34_1 e_1_2_8_33_1 e_1_2_8_30_1 Salganik MJ (e_1_2_8_40_1) 2018 |
| References_xml | – volume: 27 start-page: 106 issue: 2 year: 2009 end-page: 126 article-title: Child Welfare Workers' Adoption of Decision Support Technology publication-title: Journal of Technology in Human Services – year: 2009 – volume: 27 start-page: 163 issue: 3 year: 2015a end-page: 175 article-title: Implementing electronic information systems in human service organizations: The challenge of categorization publication-title: Practice: Social Work in Action – volume: 46 start-page: 182 year: 2015 end-page: 189 article-title: Predictive analytics and child protection: Constraints and opportunities publication-title: Child Abuse & Neglect – year: 2005 – volume: 28 start-page: 357 issue: 5 year: 2016c end-page: 372 article-title: The use of electronic information systems to guide practice in social welfare agencies: The perspectives of practitioners as end users publication-title: Practice: Social Work in Action – volume: 28 start-page: 282 issue: 4 year: 2010 end-page: 294 article-title: Neuroscience, the Unconscious and Professional Decision Making: Implications for ICT publication-title: Journal of Technology in Human Services – year: 2014a – year: 2003 – volume: 11 start-page: 150 issue: 2 year: 2017 end-page: 165 article-title: Predictive risk modelling to prevent child maltreatment: Insights and implications from Aoteaora/New Zealand publication-title: Journal of Public Child Welfare – volume: 32 start-page: 117 issue: 4 year: 2006 end-page: 134 article-title: Examination of the Child Protective Services Decision‐Making Context with Implications for Decision Support System Design publication-title: Journal of Social Service Research – volume: 36 start-page: 187 issue: 2 year: 2016 end-page: 204 article-title: Designing electronic information systems for the future: Facing the challenge of New Public Management publication-title: Critical Social Policy – volume: 48 start-page: 386 issue: 3 year: 1983 end-page: 398 article-title: An introduction to sample selection bias in sociological data publication-title: American Sociological Review – volume: 35 start-page: 151 year: 2013 end-page: 161 article-title: Actuarial risk assessment in child protective services: Construction methodology and performance criteria publication-title: Children and Youth Services Review – year: 2018 article-title: A policy, management and practitioners' perspective on social work's rational turn: there are cracks at every level publication-title: European Journal of Social Work – volume: 26 start-page: 561 year: 2004 end-page: 576 article-title: Re‐visioning risk assessment for human service decision making publication-title: Children and Youth Services Review – volume: 46 start-page: 1044 issue: 4 year: 2016a end-page: 1058 article-title: Predictive risk modelling to prevent child maltreatment and other adverse outcomes for service users: Inside the “black box” of machine learning publication-title: The British Journal of Social Work – year: 2018 – volume: 12 start-page: 25 issue: 1 year: 2003 end-page: 40 article-title: Early indicators of child abuse and neglect: a multi‐professional Delphi study publication-title: Child Abuse Review – volume: 1 start-page: 81 issue: 1 year: 1985 end-page: 115 article-title: Expert Systems: Artificial intelligence for professional decisions publication-title: Computers in Human Services – volume: 12 start-page: 190 issue: 2 year: 2018 end-page: 203 article-title: The evaluation of practice frameworks for social work with children and families: Exploring the challenges publication-title: Journal of Public Child Welfare – volume: 45 start-page: 354 issue: 3 year: 2013 end-page: 359 article-title: Children in the public benefit system at risk of maltreatment: Identification via predictive modelling publication-title: American Journal of Preventative Medicine – volume: 60 start-page: 167 issue: 2 year: 2014 end-page: 192 article-title: An Analysis of Prisoner Reentry and Parole Risk Using COMPAS and Traditional Criminal History Measures publication-title: Crime and Delinquency – year: 2012 – volume: 30 start-page: 679 year: 2006 end-page: 689 article-title: Inter‐rater reliability of the Illinois Structured Decision Support Protocol publication-title: Child Abuse & Neglect – volume: 45 start-page: 373 issue: 3 year: 2013 end-page: 374 article-title: Integrated health and human services information systems to enhance population‐based and person‐centered service publication-title: American Journal of Preventative Medicine – volume: 13 start-page: 95 issue: 2 year: 2004 end-page: 114 article-title: Making the most of the Victoria Climbié Inquiry Report publication-title: Child Abuse Review – year: 2014b – volume: 81 start-page: 309 year: 2017 end-page: 320 article-title: Predictive and prescriptive analytics, machine learning and child welfare risk assessment: The Broward County experience publication-title: Children and Youth Services Review – volume: 40 start-page: 51 issue: 1 year: 2016b end-page: 61 article-title: Electronic information systems and human service organisations: The needs of managers publication-title: Human Service Organizations: Management, Leadership & Governance – volume: 88 start-page: 402 year: 2017 end-page: 418 article-title: Identifying child abuse through text mining and machine learning publication-title: Expert Systems with Applications – year: 2018 article-title: On caseworkers' writing in child welfare − when less is more publication-title: European Journal of Social Work – volume: 63 start-page: 162 year: 2017 end-page: 171 article-title: The complexity of child protection recurrence: The case for a systems approach publication-title: Child Abuse & Neglect – year: 2004 – volume: 31 start-page: 543 issue: 4 year: 2018 end-page: 556 article-title: Algorithmic Accountability and Public Reason publication-title: Philosophy and Technology – volume: 42 start-page: 2137 year: 2007 end-page: 2152 article-title: Structural equation modeling the use of a risk assessment instrument in child protective services publication-title: Decision Support Systems – volume: 45 start-page: 651 issue: 2 year: 2015b end-page: 666 article-title: Electronic information systems and human services organisations: Avoiding the pitfalls of participatory design publication-title: The British Journal of Social Work – year: 2017 – year: 1993 – volume: 35 start-page: 69 issue: 1 year: 2015 end-page: 88 article-title: The ethics of predictive risk modelling in the Aotearoa/New Zealand child welfare context: Child abuse prevention or neo‐liberal tool? publication-title: Critical Social Policy – year: 2013 – ident: e_1_2_8_42_1 doi: 10.1016/j.childyouth.2004.02.011 – ident: e_1_2_8_24_1 doi: 10.1080/15548732.2016.1255697 – ident: e_1_2_8_29_1 doi: 10.1016/j.chiabu.2005.12.004 – ident: e_1_2_8_31_1 doi: 10.1177/0261018314543224 – ident: e_1_2_8_45_1 – volume-title: Constructing meanings and identities in child protection practice year: 2004 ident: e_1_2_8_12_1 – ident: e_1_2_8_36_1 doi: 10.1002/car.778 – volume-title: Research for Social Workers: An Introduction to Methods year: 2012 ident: e_1_2_8_3_1 – ident: e_1_2_8_48_1 doi: 10.1177/0011128711426544 – ident: e_1_2_8_44_1 doi: 10.1080/13691457.2018.1469474 – ident: e_1_2_8_14_1 – ident: e_1_2_8_41_1 doi: 10.1300/J407v01n01_06 – ident: e_1_2_8_6_1 doi: 10.1007/s13347-017-0263-5 – ident: e_1_2_8_11_1 – ident: e_1_2_8_39_1 doi: 10.1016/j.chiabu.2015.05.022 – ident: e_1_2_8_37_1 doi: 10.1002/car.834 – ident: e_1_2_8_25_1 doi: 10.1080/15548732.2017.1392391 – ident: e_1_2_8_28_1 doi: 10.1016/j.chiabu.2016.11.020 – ident: e_1_2_8_15_1 doi: 10.1300/J079v32n04_07 – ident: e_1_2_8_43_1 doi: 10.1016/j.childyouth.2017.08.020 – ident: e_1_2_8_47_1 – volume-title: Beyond Blame: Child Abuse Tragedies Revisited year: 1993 ident: e_1_2_8_38_1 – ident: e_1_2_8_5_1 doi: 10.2307/2095230 – ident: e_1_2_8_2_1 – ident: e_1_2_8_10_1 – ident: e_1_2_8_27_1 – ident: e_1_2_8_20_1 doi: 10.1093/bjsw/bct126 – ident: e_1_2_8_9_1 doi: 10.1016/j.childyouth.2012.09.020 – ident: e_1_2_8_26_1 doi: 10.1177/0261018315620867 – ident: e_1_2_8_17_1 doi: 10.1080/15228830902749039 – ident: e_1_2_8_46_1 doi: 10.1016/j.amepre.2013.04.022 – ident: e_1_2_8_33_1 doi: 10.1080/15228835.2011.562636 – ident: e_1_2_8_35_1 – ident: e_1_2_8_4_1 doi: 10.1016/j.eswa.2017.06.035 – ident: e_1_2_8_30_1 – ident: e_1_2_8_18_1 – ident: e_1_2_8_21_1 doi: 10.1093/bjsw/bcv031 – volume-title: Child Protection Work: Beyond the Rhetoric year: 2003 ident: e_1_2_8_7_1 – volume: 28 start-page: 357 issue: 5 year: 2016 ident: e_1_2_8_23_1 article-title: The use of electronic information systems to guide practice in social welfare agencies: The perspectives of practitioners as end users publication-title: Practice: Social Work in Action doi: 10.1080/09503153.2015.1135895 – ident: e_1_2_8_32_1 doi: 10.1016/j.amepre.2013.06.001 – ident: e_1_2_8_16_1 doi: 10.1016/j.dss.2006.05.008 – ident: e_1_2_8_22_1 doi: 10.1080/23303131.2015.1069232 – volume-title: Vulnerable Children: Can Administrative Data Be Used to Identify Children at Risk of Adverse Outcomes? year: 2012 ident: e_1_2_8_8_1 – volume: 27 start-page: 163 issue: 3 year: 2015 ident: e_1_2_8_19_1 article-title: Implementing electronic information systems in human service organizations: The challenge of categorization publication-title: Practice: Social Work in Action doi: 10.1080/09503153.2015.1014334 – ident: e_1_2_8_13_1 doi: 10.1080/13691457.2018.1460324 – volume-title: Bit by Bit: Social Research in the Digital Age year: 2018 ident: e_1_2_8_40_1 – ident: e_1_2_8_34_1 |
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| SubjectTerms | Algorithms Big Data Children Data Decision making Decision support systems Decisions Families & family life Predictions Predictive analytics Social work Social workers Support networks Work |
| Title | Can Predictive Algorithms Assist Decision‐Making in Social Work with Children and Families? |
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