<?xml version="1.0" encoding="ISO-8859-1"?><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
<front>
<journal-meta>
<journal-id>0124-4035</journal-id>
<journal-title><![CDATA[Desafíos]]></journal-title>
<abbrev-journal-title><![CDATA[Desafíos]]></abbrev-journal-title>
<issn>0124-4035</issn>
<publisher>
<publisher-name><![CDATA[Grupo de Estudios Políticos e Internacionales, Facultad de Estudios Internacionales, Políticos y Urbanos de la Universidad del Rosario. ]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S0124-40352023000100002</article-id>
<article-id pub-id-type="doi">10.12804/revistas.urosario.edu.co/desafios/a.12183</article-id>
<title-group>
<article-title xml:lang="es"><![CDATA[Pensamiento de diseño y marcos éticos para la Inteligencia Artificial: una mirada a la participación de las múltiples partes interesadas]]></article-title>
<article-title xml:lang="en"><![CDATA[Design Thinking and Ethical Frameworks for Artificial Intelligence: A Look at Multi-Stakeholder Engagement]]></article-title>
<article-title xml:lang="pt"><![CDATA[Pensamento de design e estruturas éticas para Inteligência Artificial: um olhar sobre a participação de múltiplas partes interessadas]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Flórez Rojas]]></surname>
<given-names><![CDATA[María Lorena]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Universidad de Groningen  ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>Netherlands</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>06</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>06</month>
<year>2023</year>
</pub-date>
<volume>35</volume>
<numero>1</numero>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_arttext&amp;pid=S0124-40352023000100002&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_abstract&amp;pid=S0124-40352023000100002&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_pdf&amp;pid=S0124-40352023000100002&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="es"><p><![CDATA[RESUMEN Los marcos regulatorios, que determinan la participación de las partes interesadas, deben respetar los principios para una participación eficaz y que sea oportuna, inclusiva, transparente e iterativa. Sin embargo, la creación e implementación de marcos regulatorios sobre temas innovadores, en ocasiones, suele estar sesgada por una parte dominante en la discusión. Este artículo demuestra cómo el enfoque del pensamiento de diseño, principalmente en su fase de co-creación, es potencialmente propicio para la creación e implementación de las denominadas estrategias de Inteligencia Artificial (IA), debido a su énfasis en el respeto por la dignidad humana y otros atributos fundamentales, como la empatía, aunque plantea diversos retos para su aplicación. Este enfoque se basa en una metodología deductiva, a través del proceso de creación y socialización de las estrategias para la IA, que fueron desarrollados en Canadá y Colombia. Con este artículo se busca incentivar la innovación tecnológica y regulatoria a través del pensamiento de diseño para que sea considerado como parte integral de la convocatoria real de las múltiples partes interesadas, con el fin de facilitar la creación de un programa proactivo de ética digital para prevenir las preocupaciones relacionadas con la adopción de la IA a gran escala.]]></p></abstract>
<abstract abstract-type="short" xml:lang="en"><p><![CDATA[ABSTRACT Stakeholder engagement should respect the principles that guarantee effectiveness and be timely, inclusive, transparent and iterative. However, the creation and implementation of regulatory frameworks on innovative topics is sometimes biased by a dominant party in the discussion. This article demonstrates how the design thinking approach, mainly in its co-creation phase, is potentially conducive to the creation and implementation of so-called Artificial Intelligence (AI) strategies, due to its emphasis on respect for human dignity and other fundamental attributes such as empathy, although it has several challenges for its implementation. This approach is based on a deductive methodology through the process of creation and socialization of AI strategies that were developed in Canada and Colombia. This article seeks to incentivize technological and regulatory innovation through design thinking so it can be considered an integral part of the actual convening of multiple stakeholders in order to facilitate the creation of a proactive digital ethics program that prevents existing concerns related to large-scale AI adoption.]]></p></abstract>
<abstract abstract-type="short" xml:lang="pt"><p><![CDATA[RESUMO O envolvimento das partes interessadas deve seguir os princípios para o envolvimento eficaz das partes interessadas e ser oportuno, inclusivo, transparente e iterativo. No entanto, a criação e implementação de marcos regulatórios sobre temas inovadores às vezes é influenciada por uma parte dominante na discussão. Este artigo demonstra como a abordagem do pensamento de design, principalmente em sua fase de cocriação, é potencialmente propícia à criação e implementação das chamadas estratégias de Inteligência Artificial (IA), devido à sua ênfase no respeito à dignidade humana e outros atributos fundamentais como a empatia, embora apresente vários desafios para sua aplicação. Esta abordagem é baseada em uma metodologia dedutiva através do processo de criação e socialização de estratégias de IA que foram desenvolvidas no Canadá e na Colômbia. Assim, este artigo busca incentivar a inovação tecnológica e regulatória por meio do pensamento de design para que seja considerada parte integrante da convocação real das múltiplas partes interessadas, a fim de facilitar a criação de um programa proativo de ética digital para prevenir preocupações relacionadas à adoção de IA em uma grande escala.]]></p></abstract>
<kwd-group>
<kwd lng="es"><![CDATA[estrategia de Inteligencia Artificial]]></kwd>
<kwd lng="es"><![CDATA[múltiples partes interesadas]]></kwd>
<kwd lng="es"><![CDATA[pensamiento de diseño]]></kwd>
<kwd lng="es"><![CDATA[Colombia]]></kwd>
<kwd lng="es"><![CDATA[Canadá]]></kwd>
<kwd lng="en"><![CDATA[Artificial Intelligence strategy]]></kwd>
<kwd lng="en"><![CDATA[multi-stakeholder]]></kwd>
<kwd lng="en"><![CDATA[design thinking]]></kwd>
<kwd lng="en"><![CDATA[Colombia]]></kwd>
<kwd lng="en"><![CDATA[Canada]]></kwd>
<kwd lng="pt"><![CDATA[estratégia de Inteligência Artificial]]></kwd>
<kwd lng="pt"><![CDATA[múltiplas partes interessadas]]></kwd>
<kwd lng="pt"><![CDATA[pensamento de design]]></kwd>
<kwd lng="pt"><![CDATA[Colômbia]]></kwd>
<kwd lng="pt"><![CDATA[Canadá]]></kwd>
</kwd-group>
</article-meta>
</front><back>
<ref-list>
<ref id="B1">
<nlm-citation citation-type="">
<collab>ACNUDH</collab>
<collab>ONU</collab>
<source><![CDATA[Declaración sobre la utilización del progreso científico y tecnológico en interés de la paz y en beneficio de la humanidad]]></source>
<year>1975</year>
</nlm-citation>
</ref>
<ref id="B2">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Archer]]></surname>
<given-names><![CDATA[L. B]]></given-names>
</name>
</person-group>
<source><![CDATA[Systematic method for designers]]></source>
<year>1965</year>
<publisher-name><![CDATA[DESIGN]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B3">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Arnold]]></surname>
<given-names><![CDATA[J. E]]></given-names>
</name>
</person-group>
<source><![CDATA[Creative Engineering: Promoting Innovation by Thinking Differently]]></source>
<year>1959</year>
<publisher-name><![CDATA[University of Texas Press]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B4">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Balakrishnan]]></surname>
<given-names><![CDATA[T.]]></given-names>
</name>
<name>
<surname><![CDATA[Chui]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Hall]]></surname>
<given-names><![CDATA[B.]]></given-names>
</name>
<name>
<surname><![CDATA[Henke]]></surname>
<given-names><![CDATA[N.]]></given-names>
</name>
</person-group>
<source><![CDATA[The state of AI in 2020]]></source>
<year>2020</year>
<publisher-name><![CDATA[McKinsey &amp; Company]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B5">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Bason]]></surname>
<given-names><![CDATA[C.]]></given-names>
</name>
<name>
<surname><![CDATA[Austin]]></surname>
<given-names><![CDATA[R. D.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Design in the public sector: Toward a human centred model of public governance]]></article-title>
<source><![CDATA[Public Management Review]]></source>
<year>2021</year>
<volume>24</volume>
<numero>11</numero>
<issue>11</issue>
<page-range>1727-57</page-range></nlm-citation>
</ref>
<ref id="B6">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Bathaee]]></surname>
<given-names><![CDATA[Y]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Artificial Intelligence Opinion Liability]]></article-title>
<source><![CDATA[Berkeley Technology Law Journal]]></source>
<year>2020</year>
<volume>113</volume>
</nlm-citation>
</ref>
<ref id="B7">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Bault]]></surname>
<given-names><![CDATA[N.]]></given-names>
</name>
<name>
<surname><![CDATA[Rusconi]]></surname>
<given-names><![CDATA[E]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[The Art of Influencing Consumer Choices: A Reflection on Recent Advances in Decision Neuroscience]]></article-title>
<source><![CDATA[Frontiers in Psychology]]></source>
<year>2020</year>
<volume>10</volume>
<page-range>3009</page-range></nlm-citation>
</ref>
<ref id="B8">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Baum]]></surname>
<given-names><![CDATA[S. D]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Social choice ethics in artificial intelligence]]></article-title>
<source><![CDATA[AI and Society]]></source>
<year>2020</year>
<volume>35</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>165-76</page-range></nlm-citation>
</ref>
<ref id="B9">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Bhargava]]></surname>
<given-names><![CDATA[V. R.]]></given-names>
</name>
<name>
<surname><![CDATA[Velásquez]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Ethics of the Attention Economy: The Problem of Social Media Addiction]]></article-title>
<source><![CDATA[Business Ethics Quarterly]]></source>
<year>2020</year>
<volume>31</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>321-59</page-range></nlm-citation>
</ref>
<ref id="B10">
<nlm-citation citation-type="">
<collab>Big Data Value Association</collab>
<source><![CDATA[Data-driven artificial intelligence for European Economic Competitiveness and societal progress. BDVA Position Statement November 2018]]></source>
<year>2018</year>
</nlm-citation>
</ref>
<ref id="B11">
<nlm-citation citation-type="confpro">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Birhane]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Isaac]]></surname>
<given-names><![CDATA[W.]]></given-names>
</name>
<name>
<surname><![CDATA[Prabhakaran]]></surname>
<given-names><![CDATA[V.]]></given-names>
</name>
<name>
<surname><![CDATA[Díaz]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Elish]]></surname>
<given-names><![CDATA[M. C.]]></given-names>
</name>
<name>
<surname><![CDATA[Gabriel]]></surname>
<given-names><![CDATA[I.]]></given-names>
</name>
<name>
<surname><![CDATA[Mohamed]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
</person-group>
<source><![CDATA[Power to the People? Opportunities and Challenges for Participatory AI]]></source>
<year>2022</year>
<conf-name><![CDATA[ ACM International Conference Proceeding Series]]></conf-name>
<conf-loc> </conf-loc>
<page-range>1-17</page-range></nlm-citation>
</ref>
<ref id="B12">
<nlm-citation citation-type="book">
<source><![CDATA[BKC Scholars Helped Guide Colombia's AI Policy Implementation as Part of the Country's 'AI Expert Mission'. Ethics and Governance of AI]]></source>
<year>2022</year>
<publisher-name><![CDATA[Berkman Klein Center]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B13">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Bozdag]]></surname>
<given-names><![CDATA[E]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Bias in algorithmic filtering and personalization]]></article-title>
<source><![CDATA[Ethics and Information Technology]]></source>
<year>2013</year>
<volume>15</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>209-27</page-range></nlm-citation>
</ref>
<ref id="B14">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Bozdag]]></surname>
<given-names><![CDATA[E.]]></given-names>
</name>
<name>
<surname><![CDATA[van den Hoven]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Breaking the filter bubble: democracy and design]]></article-title>
<source><![CDATA[Ethics and Information Technology]]></source>
<year>2015</year>
<volume>17</volume>
<numero>4</numero>
<issue>4</issue>
<page-range>249-65</page-range></nlm-citation>
</ref>
<ref id="B15">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Brandusescu]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Cutean]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Dawson]]></surname>
<given-names><![CDATA[P.]]></given-names>
</name>
<name>
<surname><![CDATA[Davidson]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
<name>
<surname><![CDATA[Matthews]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[O'Neill]]></surname>
<given-names><![CDATA[K]]></given-names>
</name>
</person-group>
<source><![CDATA[Maximizing Strengths and Spearheading Opportunity: Towards an Industrial Strategy for Canadian Artificial Intelligence]]></source>
<year>2021</year>
<publisher-name><![CDATA[Information and Communications Technology Council-ICRC]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B16">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Brouwer]]></surname>
<given-names><![CDATA[H.]]></given-names>
</name>
<name>
<surname><![CDATA[Woodhill]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Hemmati]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Verhoosel]]></surname>
<given-names><![CDATA[K.]]></given-names>
</name>
<name>
<surname><![CDATA[van Vugt]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
</person-group>
<source><![CDATA[La guía de las MSP: Cómo diseñar y facilitar asociaciones de múltiples partes interesadas]]></source>
<year>2016</year>
<publisher-name><![CDATA[Practical Action Publishing]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B17">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Bryson]]></surname>
<given-names><![CDATA[J. M.]]></given-names>
</name>
<name>
<surname><![CDATA[Patton]]></surname>
<given-names><![CDATA[M. Q.]]></given-names>
</name>
<name>
<surname><![CDATA[Bowman]]></surname>
<given-names><![CDATA[R. A]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Working with evaluation stakeholders: A rationale, stepwise approach and toolkit]]></article-title>
<source><![CDATA[Evaluation and Program Planning]]></source>
<year>2011</year>
<volume>34</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>1-12</page-range></nlm-citation>
</ref>
<ref id="B18">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Cavoukian]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Privacy by design]]></article-title>
<source><![CDATA[IEEE Technology and Society Magazine]]></source>
<year>2012</year>
<volume>31</volume>
<numero>4</numero>
<issue>4</issue>
<page-range>18-9</page-range></nlm-citation>
</ref>
<ref id="B19">
<nlm-citation citation-type="">
<collab>CIFAR</collab>
<source><![CDATA[AICan 2020. CIFAR Pan-Canadian ai Strategy Impact Report]]></source>
<year>2020</year>
</nlm-citation>
</ref>
<ref id="B20">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Coeckelbergh]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Artificial Intelligence, Responsibility Attribution, and a Relational Justification of Explainability]]></article-title>
<source><![CDATA[Science and Engineering Ethics]]></source>
<year>2020</year>
<volume>26</volume>
<page-range>2051-68</page-range></nlm-citation>
</ref>
<ref id="B21">
<nlm-citation citation-type="">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Cottam]]></surname>
<given-names><![CDATA[Hilary]]></given-names>
</name>
<name>
<surname><![CDATA[Leadbeater]]></surname>
<given-names><![CDATA[C]]></given-names>
</name>
</person-group>
<source><![CDATA[Red Paper 01 health: Co-creating services]]></source>
<year>2004</year>
</nlm-citation>
</ref>
<ref id="B22">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Decker]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Ladikas]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Technology Assessment in Europe; between Method and Impact - The TAMI Project]]></article-title>
<person-group person-group-type="editor">
<name>
<surname><![CDATA[Decker]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Ladikas]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Stephan]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Wütscher]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
</person-group>
<source><![CDATA[Bridges between Science, Society and Policy]]></source>
<year>2004</year>
<page-range>1-10</page-range><publisher-name><![CDATA[Springer]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B23">
<nlm-citation citation-type="">
<collab>Departamento Nacional de Planeación</collab>
<source><![CDATA[Propuesta de Caracterización del ecosistema de datos en Colombia]]></source>
<year>2022</year>
</nlm-citation>
</ref>
<ref id="B24">
<nlm-citation citation-type="">
<collab>Directive on Automated Decision-Making</collab>
<source><![CDATA[Government of Canada]]></source>
<year>2021</year>
</nlm-citation>
</ref>
<ref id="B25">
<nlm-citation citation-type="confpro">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Ehn]]></surname>
<given-names><![CDATA[P]]></given-names>
</name>
</person-group>
<source><![CDATA[Participation in Design Things]]></source>
<year>2008</year>
<conf-name><![CDATA[ TenthConference on Participatory Design]]></conf-name>
<conf-loc>Bloomington, Indiana </conf-loc>
</nlm-citation>
</ref>
<ref id="B26">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Eubanks]]></surname>
<given-names><![CDATA[V]]></given-names>
</name>
</person-group>
<source><![CDATA[Automating Inequality: How High-Tech Tools Profile, Police, and Punish the Poor]]></source>
<year>2018</year>
<publisher-name><![CDATA[St. Martin's Press]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B27">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Fenwick]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Kaal]]></surname>
<given-names><![CDATA[W. A.]]></given-names>
</name>
<name>
<surname><![CDATA[Vermeulen]]></surname>
<given-names><![CDATA[E. P. M]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Regulation Tomorrow: What Happens When Technology Is Faster than the Law?]]></article-title>
<source><![CDATA[American University Business Law Review]]></source>
<year>2017</year>
<volume>6</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>561-94</page-range></nlm-citation>
</ref>
<ref id="B28">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Fjeld]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Achten]]></surname>
<given-names><![CDATA[N.]]></given-names>
</name>
<name>
<surname><![CDATA[Hilligoss]]></surname>
<given-names><![CDATA[H.]]></given-names>
</name>
<name>
<surname><![CDATA[Nagy]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Srikumar]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
</person-group>
<source><![CDATA[Principled Artificial Intelligence: Mapping Consensus in Ethical and Rights-Based Approaches to Principles for AI]]></source>
<year>2020</year>
<publisher-name><![CDATA[Berkman Klein Center Research Publication]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B29">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Flórez Rojas]]></surname>
<given-names><![CDATA[M. L]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[El determinismo algorítmico en Colombia: riesgos para la protección del usuario]]></article-title>
<person-group person-group-type="editor">
<name>
<surname><![CDATA[Flórez Rojas]]></surname>
<given-names><![CDATA[M. L]]></given-names>
</name>
</person-group>
<source><![CDATA[Derecho de las tecnologías y las tecnologías para el derecho]]></source>
<year>2022</year>
<page-range>161-209</page-range><publisher-name><![CDATA[Uniandes]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B30">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Friedman]]></surname>
<given-names><![CDATA[B.]]></given-names>
</name>
<name>
<surname><![CDATA[Nissenbaum]]></surname>
<given-names><![CDATA[H]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Bias in computer systems]]></article-title>
<source><![CDATA[ACM Transactions on Information Systems (tois)]]></source>
<year>1996</year>
<volume>14</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>330-47</page-range></nlm-citation>
</ref>
<ref id="B31">
<nlm-citation citation-type="">
<collab>Gobierno de Canadá</collab>
<source><![CDATA[Responsible use of artificial intelligence (AI)]]></source>
<year>2021</year>
</nlm-citation>
</ref>
<ref id="B32">
<nlm-citation citation-type="book">
<collab>Gobierno de Canadá</collab>
<source><![CDATA[Government of Canada launches second phase of the Pan-Canadian Artificial Intelligence Strategy]]></source>
<year>2022</year>
<publisher-name><![CDATA[News ised]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B33">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Guío Español]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
</person-group>
<source><![CDATA[Consejo Internacional de Inteligencia Artificial para Colombia]]></source>
<year>2021</year>
<publisher-name><![CDATA[Gobierno de Colombia; CAF]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B34">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Guío Español]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
</person-group>
<source><![CDATA[Por qué Colombia se ha posicionado como líder regional en inteligencia artificial]]></source>
<year>2021</year>
<publisher-name><![CDATA[CAF]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B35">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Guío Español]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Tamayo Uribe]]></surname>
<given-names><![CDATA[E.]]></given-names>
</name>
<name>
<surname><![CDATA[Gómez Ayerbe]]></surname>
<given-names><![CDATA[P.]]></given-names>
</name>
<name>
<surname><![CDATA[Mujica]]></surname>
<given-names><![CDATA[M. P]]></given-names>
</name>
</person-group>
<source><![CDATA[Marco ético para la Inteligencia Artificial en Colombia]]></source>
<year>2021</year>
<publisher-name><![CDATA[Gobierno de Colombia]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B36">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Gunningham]]></surname>
<given-names><![CDATA[N.]]></given-names>
</name>
<name>
<surname><![CDATA[Sinclair]]></surname>
<given-names><![CDATA[D]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Smart regulation]]></article-title>
<person-group person-group-type="editor">
<name>
<surname><![CDATA[Drahos]]></surname>
<given-names><![CDATA[P.]]></given-names>
</name>
</person-group>
<source><![CDATA[Regulatory Theory: Foundations and applications]]></source>
<year>2017</year>
<page-range>133-48</page-range><publisher-name><![CDATA[ANU Press]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B37">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Hernández]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
<name>
<surname><![CDATA[Canales]]></surname>
<given-names><![CDATA[M. P.]]></given-names>
</name>
<name>
<surname><![CDATA[De Souza]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
</person-group>
<source><![CDATA[Inteligencia Artificial y participación en América Latina: Las estrategias nacionales de IA]]></source>
<year>2022</year>
<publisher-name><![CDATA[Derechos Digitales]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B38">
<nlm-citation citation-type="confpro">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Holmlid]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
</person-group>
<source><![CDATA[Participative, co-operative, emancipatory: From participatory design to service design]]></source>
<year>2009</year>
<conf-name><![CDATA[ FirstNordic Conference on Service Design and Service Innovation]]></conf-name>
<conf-loc>Oslo, Noruega </conf-loc>
</nlm-citation>
</ref>
<ref id="B39">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Howard]]></surname>
<given-names><![CDATA[W]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Theory-based impact evaluation: principles and practice]]></article-title>
<source><![CDATA[Journal of Development Effectiveness]]></source>
<year>2009</year>
<volume>1</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>271-84</page-range></nlm-citation>
</ref>
<ref id="B40">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Johansson-Sköldberg]]></surname>
<given-names><![CDATA[U.]]></given-names>
</name>
<name>
<surname><![CDATA[Woodilla]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Çetinkaya]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Design Thinking: Past, Present and Possible Futures]]></article-title>
<source><![CDATA[Creativity and Innovation Management]]></source>
<year>2013</year>
<volume>22</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>121-46</page-range></nlm-citation>
</ref>
<ref id="B41">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Kim]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Wolf]]></surname>
<given-names><![CDATA[C]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[The impact assessment we want]]></article-title>
<source><![CDATA[Impact Assessment and Project Appraisal]]></source>
<year>2014</year>
<volume>32</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>19-20</page-range></nlm-citation>
</ref>
<ref id="B42">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Madiega]]></surname>
<given-names><![CDATA[T. A]]></given-names>
</name>
</person-group>
<source><![CDATA[Artificial Intelligence Act]]></source>
<year>2021</year>
<publisher-name><![CDATA[Think Tank European Parliament]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B43">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Mayer]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Schwemmle]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Nicolai]]></surname>
<given-names><![CDATA[C.]]></given-names>
</name>
<name>
<surname><![CDATA[Weinberg]]></surname>
<given-names><![CDATA[U]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Assessing the Impact of Design Thinking in Organizations: Foundations of a Framework]]></article-title>
<person-group person-group-type="editor">
<name>
<surname><![CDATA[Meinel]]></surname>
<given-names><![CDATA[C.]]></given-names>
</name>
<name>
<surname><![CDATA[Leifer]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
</person-group>
<source><![CDATA[Design Thinking Research]]></source>
<year>2021</year>
<page-range>255-72</page-range><publisher-name><![CDATA[Springer]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B44">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Mintrom]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Luetjens]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Design Thinking in Policymaking Processes: Opportunities and Challenges]]></article-title>
<source><![CDATA[Australian Journal of Public Administration]]></source>
<year>2016</year>
<volume>75</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>391-402</page-range></nlm-citation>
</ref>
<ref id="B45">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Mujica Ramírez]]></surname>
<given-names><![CDATA[M. P.]]></given-names>
</name>
<name>
<surname><![CDATA[Guio Español]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
</person-group>
<source><![CDATA[Misión de Expertos en IA de Colombia: Diagnóstico, miembros y objetivos]]></source>
<year>2021</year>
<publisher-name><![CDATA[Gobierno de Colombia; BID]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B46">
<nlm-citation citation-type="">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Munn]]></surname>
<given-names><![CDATA[L]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[The uselessness of AI ethics]]></article-title>
<source><![CDATA[AI and Ethics 2022]]></source>
<year>2022</year>
<page-range>1-9</page-range></nlm-citation>
</ref>
<ref id="B47">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Nathan]]></surname>
<given-names><![CDATA[G]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Design-thinking approach to ethical (responsible) technological innovation]]></article-title>
<person-group person-group-type="editor">
<name>
<surname><![CDATA[Gianni]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
<name>
<surname><![CDATA[Pearson]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Reber]]></surname>
<given-names><![CDATA[B.]]></given-names>
</name>
</person-group>
<source><![CDATA[Responsible Research and Innovation]]></source>
<year>2018</year>
<page-range>286-300</page-range><publisher-name><![CDATA[Routledge]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B48">
<nlm-citation citation-type="">
<collab>OECD</collab>
<source><![CDATA[Reducing the risk of policy failure: challenges for regulatory compliance]]></source>
<year>2000</year>
</nlm-citation>
</ref>
<ref id="B49">
<nlm-citation citation-type="">
<collab>OECD</collab>
<source><![CDATA[Alternatives to traditional regulation]]></source>
<year>2012</year>
</nlm-citation>
</ref>
<ref id="B50">
<nlm-citation citation-type="">
<collab>OECD</collab>
<source><![CDATA[Artificial Intelligence in Society]]></source>
<year>2019</year>
</nlm-citation>
</ref>
<ref id="B51">
<nlm-citation citation-type="">
<collab>OECD</collab>
<source><![CDATA[oecd.ai Policy Observatory. A platform to share and shape AI policies]]></source>
<year>2020</year>
</nlm-citation>
</ref>
<ref id="B52">
<nlm-citation citation-type="">
<collab>OECD</collab>
<source><![CDATA[Recommendation of the Council on Artificial Intelligence]]></source>
<year>2022</year>
</nlm-citation>
</ref>
<ref id="B53">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Payne]]></surname>
<given-names><![CDATA[S. L.]]></given-names>
</name>
<name>
<surname><![CDATA[Calton]]></surname>
<given-names><![CDATA[J. M]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Towards a Managerial Practice of Stakeholder Engagement: Developing multi-stakeholder learning dialogues]]></article-title>
<person-group person-group-type="editor">
<name>
<surname><![CDATA[Andriof]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Waddock]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Husted]]></surname>
<given-names><![CDATA[B.]]></given-names>
</name>
<name>
<surname><![CDATA[Sutherland Rahman]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
</person-group>
<source><![CDATA[Unfolding Stakeholder Thinking]]></source>
<year>2017</year>
<page-range>121-35</page-range><publisher-name><![CDATA[Routledge]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B54">
<nlm-citation citation-type="">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Plattner]]></surname>
<given-names><![CDATA[H.]]></given-names>
</name>
<name>
<surname><![CDATA[Meinel]]></surname>
<given-names><![CDATA[C.]]></given-names>
</name>
<name>
<surname><![CDATA[Weinberg]]></surname>
<given-names><![CDATA[U]]></given-names>
</name>
</person-group>
<source><![CDATA[Design-Thinking; Innovation Lernen; Ideenwelten Öffnen]]></source>
<year>2009</year>
</nlm-citation>
</ref>
<ref id="B55">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Pope]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Bond]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Morrison-Saunders]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Retief]]></surname>
<given-names><![CDATA[F]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Advancing the theory and practice of impact assessment: Setting the research agenda]]></article-title>
<source><![CDATA[Environmental Impact Assessment Review]]></source>
<year>2013</year>
<volume>41</volume>
<page-range>1-9</page-range></nlm-citation>
</ref>
<ref id="B56">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Renda]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
</person-group>
<source><![CDATA[Artificial Intelligence: Ethics, governance and policy challenges]]></source>
<year>2019</year>
<publisher-name><![CDATA[CEPS Centre for European Policy Studies]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B57">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Renda]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Schrefler]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
<name>
<surname><![CDATA[Luchetta]]></surname>
<given-names><![CDATA[G.]]></given-names>
</name>
<name>
<surname><![CDATA[Zavatta]]></surname>
<given-names><![CDATA[R]]></given-names>
</name>
</person-group>
<source><![CDATA[Assessing the costs and benefits of Regulation]]></source>
<year>2013</year>
<publisher-name><![CDATA[Centre for European Policy Studies-CEPS]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B58">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Sadar]]></surname>
<given-names><![CDATA[P.]]></given-names>
</name>
<name>
<surname><![CDATA[Carnet]]></surname>
<given-names><![CDATA[P.]]></given-names>
</name>
<name>
<surname><![CDATA[Heinz]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
</person-group>
<source><![CDATA[An independent review of children's social care: Appreciating the wider family context]]></source>
<year>2022</year>
<publisher-name><![CDATA[Policy Lab]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B59">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Sara]]></surname>
<given-names><![CDATA[B]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[The future of impact assessment: problems, solutions and recommendations]]></article-title>
<source><![CDATA[Impact Assessment and Project Appraisal]]></source>
<year>2020</year>
<volume>38</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>104-8</page-range></nlm-citation>
</ref>
<ref id="B60">
<nlm-citation citation-type="confpro">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Schallmo]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
<name>
<surname><![CDATA[Williams]]></surname>
<given-names><![CDATA[C. A.]]></given-names>
</name>
<name>
<surname><![CDATA[Lang]]></surname>
<given-names><![CDATA[K]]></given-names>
</name>
</person-group>
<source><![CDATA[An Integrated Design Thinking Approach: Literature Review, Basic Principles and Roadmap for Design Thinking]]></source>
<year>2018</year>
<conf-name><![CDATA[ XXIXISPIM Innovation Conference "Innovation, The Name of The Game]]></conf-name>
<conf-loc>Stockholm, Sweden </conf-loc>
</nlm-citation>
</ref>
<ref id="B61">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Schwoerer]]></surname>
<given-names><![CDATA[K.]]></given-names>
</name>
<name>
<surname><![CDATA[Keppeler]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
<name>
<surname><![CDATA[Mussagulova]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Puello]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[CO-DESIGN-ing a more context-based, pluralistic, and participatory future for public administration]]></article-title>
<source><![CDATA[Public Administration]]></source>
<year>2022</year>
<volume>100</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>72-97</page-range></nlm-citation>
</ref>
<ref id="B62">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Therivel]]></surname>
<given-names><![CDATA[R]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Impact assessment: from whale to shark]]></article-title>
<source><![CDATA[Impact Assessment and Project Appraisal]]></source>
<year>2020</year>
<volume>38</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>118-21</page-range></nlm-citation>
</ref>
<ref id="B63">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Thienen]]></surname>
<given-names><![CDATA[J. P. A. von]]></given-names>
</name>
<name>
<surname><![CDATA[Clancey]]></surname>
<given-names><![CDATA[W.J.]]></given-names>
</name>
<name>
<surname><![CDATA[Corazza]]></surname>
<given-names><![CDATA[G. E.]]></given-names>
</name>
<name>
<surname><![CDATA[Meinel]]></surname>
<given-names><![CDATA[C]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Theoretical Foundations of Design Thinking]]></article-title>
<person-group person-group-type="editor">
<name>
<surname><![CDATA[Plattner]]></surname>
<given-names><![CDATA[H.]]></given-names>
</name>
<name>
<surname><![CDATA[Meinel]]></surname>
<given-names><![CDATA[C.]]></given-names>
</name>
<name>
<surname><![CDATA[Leifer]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
</person-group>
<source><![CDATA[Design Thinking Research]]></source>
<year>2018</year>
<page-range>13-40</page-range><publisher-name><![CDATA[Springer]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B64">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Trischler]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Dietrich]]></surname>
<given-names><![CDATA[T.]]></given-names>
</name>
<name>
<surname><![CDATA[Rundle-Thiele]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Co-design: from expert- to user-driven ideas in public service design]]></article-title>
<source><![CDATA[Public Managment Review]]></source>
<year>2019</year>
<volume>21</volume>
<numero>11</numero>
<issue>11</issue>
<page-range>1595-619</page-range></nlm-citation>
</ref>
<ref id="B65">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Tuchman]]></surname>
<given-names><![CDATA[B. W]]></given-names>
</name>
</person-group>
<source><![CDATA[The March of Folly: From Troy to Vietnam]]></source>
<year>1985</year>
<publisher-name><![CDATA[Random House Trade Paperbacks]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B66">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Umoja Noble]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
</person-group>
<source><![CDATA[Algorithms of Oppression: How Search Engines Reinforce Racism]]></source>
<year>2018</year>
<publisher-name><![CDATA[NYU Press]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B67">
<nlm-citation citation-type="confpro">
<collab>United Nations</collab>
<source><![CDATA[Multi-Stakeholder Engagement Processes: A UNDP capacity development resource]]></source>
<year>2006</year>
<conf-name><![CDATA[ Conference Paper #7Working Draft]]></conf-name>
<conf-loc> </conf-loc>
</nlm-citation>
</ref>
<ref id="B68">
<nlm-citation citation-type="">
<collab>United Nations</collab>
<source><![CDATA[Resource Guide on Artificial Intelligence (ai) Strategies]]></source>
<year>2021</year>
</nlm-citation>
</ref>
<ref id="B69">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Valentine]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
<name>
<surname><![CDATA[Kroll]]></surname>
<given-names><![CDATA[T.]]></given-names>
</name>
<name>
<surname><![CDATA[Bruce]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
<name>
<surname><![CDATA[Lim]]></surname>
<given-names><![CDATA[C.]]></given-names>
</name>
<name>
<surname><![CDATA[Mountain]]></surname>
<given-names><![CDATA[R]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Design Thinking for Social Innovation in Health Care]]></article-title>
<source><![CDATA[The Design Journal]]></source>
<year>2017</year>
<volume>20</volume>
<numero>6</numero>
<issue>6</issue>
<page-range>755-74</page-range></nlm-citation>
</ref>
<ref id="B70">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Walden]]></surname>
<given-names><![CDATA[I.]]></given-names>
</name>
<name>
<surname><![CDATA[Christou]]></surname>
<given-names><![CDATA[T. A]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Legal and Regulatory Implications of Disruptive Technologies in Emerging Market Economies [A Report for the World Bank]]]></article-title>
<source><![CDATA[SSRN Electronic Journal]]></source>
<year>2018</year>
</nlm-citation>
</ref>
<ref id="B71">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Warner]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[The Beauty of the Beast: Multi-Stakeholder Participation for Integrated Catchment Management]]></article-title>
<person-group person-group-type="editor">
<name>
<surname><![CDATA[Warner]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
</person-group>
<source><![CDATA[Multi-Stakeholder Platforms for Integrated Water Management]]></source>
<year>2016</year>
<page-range>17-36</page-range><publisher-name><![CDATA[Routledge]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B72">
<nlm-citation citation-type="">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Wayne-Nixon]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
<name>
<surname><![CDATA[Wragg-Morris]]></surname>
<given-names><![CDATA[Tanya, M.]]></given-names>
</name>
<name>
<surname><![CDATA[Anjali]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Kindornay]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
</person-group>
<source><![CDATA[Effective multi-stakeholder engagement to realize the 2030 Agenda in Canada]]></source>
<year>2019</year>
</nlm-citation>
</ref>
<ref id="B73">
<nlm-citation citation-type="">
<collab>WIPO</collab>
<source><![CDATA[WIPO Technology Trends 2019 - Artificial Intelligence]]></source>
<year>2019</year>
</nlm-citation>
</ref>
<ref id="B74">
<nlm-citation citation-type="">
<collab>World Economic Forum</collab>
<source><![CDATA[Values and the Fourth Industrial Revolution: Connecting the Dots Between Value, Values, Profit and Purpose]]></source>
<year>2016</year>
</nlm-citation>
</ref>
<ref id="B75">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Young]]></surname>
<given-names><![CDATA[M. M.]]></given-names>
</name>
<name>
<surname><![CDATA[Bullock]]></surname>
<given-names><![CDATA[J. B.]]></given-names>
</name>
<name>
<surname><![CDATA[Lecy]]></surname>
<given-names><![CDATA[J. D]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Artificial Discretion as a Tool of Governance: A Framework for Understanding the Impact of Artificial Intelligence on Public Administration]]></article-title>
<source><![CDATA[Perspectives on Public Management and Governance]]></source>
<year>2019</year>
<volume>2</volume>
<numero>4</numero>
<issue>4</issue>
<page-range>301-13</page-range></nlm-citation>
</ref>
</ref-list>
</back>
</article>
