Intercultural Computing Education: Toward Justice Across Difference

Even in the turn toward justice-oriented pedagogy, computing education tends to overlook the quality of intergroup relationships, which risks entrenching division. In this article, we establish an intercultural approach to computing education, informed by intercultural and peace education, prejudice reduction, and the sociology of racism and ethnicity. We outline three major concerns of intercultural computing: shifting from content toward relationships, from cultural responsiveness to cultural reflexivity, and from identity to identification. For the last, we complicate discourses of race and identity widespread in U.S. education. Drawing from studies of youth programming classes in East Africa and U.S. contexts, we then reflect on our attempts to address the first shift of fostering relationships across difference. We highlight three promising design tactics: intergroup pairing, interdependent programming, and making relational goals explicit. Overall, we find that computing can indeed be a site of intergroup bonding across difference, but that bonding can carry complications and tensions with other equity goals and tactics. Rather than framing justice-oriented CS primarily as changes to the aims of computational learning, we argue that future work should explore making relational goals explicit and teach students how to attend to friction.

[1]  Nate Foster,et al.  Property conveyances as a programming language , 2019, Onward!.

[2]  A. Doria Home , 2016, The Jerrie Mock Story.

[3]  Yingjun Cao,et al.  Hybrid Pair Programming - A Promising Alternative to Standard Pair Programming , 2019, SIGCSE.

[4]  Alicia Nicki Washington,et al.  When Twice as Good Isn't Enough: The Case for Cultural Competence in Computing , 2020, SIGCSE.

[5]  Jakita O. Thomas,et al.  Straighten up and fly right , 2019, Interactions.

[6]  E. Jane ‘Dude … stop the spread’: antagonism, agonism, and #manspreading on social media , 2017 .

[7]  P. Gilroy Against Race: Imagining Political Culture beyond the Color Line , 2000 .

[8]  Ruth Jeanes,et al.  Education for social change? A Freirean critique of sport for development and peace , 2013 .

[9]  Jie Chen,et al.  The impact of social factors on pair programming in a primary school , 2016, Comput. Hum. Behav..

[10]  Yasmin B. Kafai,et al.  Ethnocomputing with electronic textiles: culturally responsive open design to broaden participation in computing in American indian youth and communities , 2014, SIGCSE.

[11]  Robin I. M. Dunbar,et al.  Social Laughter Triggers Endogenous Opioid Release in Humans , 2017, The Journal of Neuroscience.

[12]  J. Tien Teaching identity vs. positionality: Dilemmas in social justice education , 2019, Curriculum Inquiry.

[13]  M. Loveman Is “Race” Essential? , 1999, American Sociological Review.

[14]  Adrian Furnham,et al.  The Psychology of Culture Shock , 2020 .

[15]  Sepehr Vakil,et al.  It's about power , 2019, Commun. ACM.

[16]  Konstantin Aal,et al.  Computer-Enabled Project Spaces: Connecting with Palestinian Refugees across Camp Boundaries , 2015, CHI.

[17]  O. Patterson Making Sense of Culture , 2014 .

[18]  Kris D. Gutiérrez,et al.  Cultural Ways of Learning: Individual Traits or Repertoires of Practice , 2003 .

[19]  Naveena Karusala,et al.  Designing for Intersections , 2018, Conference on Designing Interactive Systems.

[20]  Jaime Lester,et al.  Gender Microaggressions and Learning Environments: The Role of Physical Space in Teaching Pedagogy and Communication , 2016 .

[21]  Michael Lachney,et al.  Computational communities: African-American cultural capital in computer science education , 2017, Comput. Sci. Educ..

[22]  Gabrielle M. Spiegel Practicing History : New Directions in Historical Writing after the Linguistic Turn , 2004 .

[23]  Edward Cutrell,et al.  "Yours is better!": participant response bias in HCI , 2012, CHI.

[24]  Barbara J. Fields,et al.  Conjuring difference, concealing inequality: a brief tour of Racecraft , 2014, Theory and Society.

[25]  J. Kleinberg,et al.  Roles for computing in social change , 2019, FAT*.

[26]  S. Reid Making Fun out of Difference: Ethnicity–Race and Humour in a London School , 2015 .

[27]  A. Monea,et al.  Black Software: The Internet and Racial Justice, from the AfroNet to Black Lives Matter by Charlton D. McIlwain (review) , 2021, Technology and Culture.

[28]  Sepehr Vakil,et al.  “I’ve Always Been Scared That Someday I’m Going to Sell Out”: Exploring the relationship between Political Identity and Learning in Computer Science Education , 2020, Cognition and Instruction.

[29]  Kira Goldner,et al.  Mechanism design for social good , 2018, SIGAI.

[30]  Phoebe Sengers,et al.  Design Within a Patriarchal Society: Opportunities and Challenges in Designing for Rural Women in Bangladesh , 2018, CHI.

[31]  Kimberly M. Sheridan,et al.  Culturally responsive computing: a theory revisited , 2015 .

[32]  A. Wise Convivial Labour and the ‘Joking Relationship’: Humour and Everyday Multiculturalism at Work , 2016, Convivialities.

[33]  Paula Hooper,et al.  Making Through the Lens of Culture and Power: Toward Transformative Visions for Educational Equity , 2016 .

[34]  Na’ilah Suad Nasir,et al.  STEM-Focused Academies in Urban Schools: Tensions and Possibilities , 2017 .

[35]  Jill Denner,et al.  Pair Programming Strategies for Middle School Girls , 2004, CATE.

[36]  W. Sewell The concept(s) of culture , 2004 .

[37]  Sepehr Vakil,et al.  The racial politics of STEM education in the USA: interrogations and explorations , 2019, Race Ethnicity and Education.

[38]  Soroush Vosoughi,et al.  Me, My Echo Chamber, and I: Introspection on Social Media Polarization , 2018, WWW.

[39]  Clara Moskowitz,et al.  So You've Been Publicly Shamed. , 2015 .

[40]  Paul C. Gorski Good intentions are not enough: a decolonizing intercultural education , 2008 .

[41]  T. Pettigrew Intergroup contact theory. , 1998, Annual review of psychology.

[42]  D. Green,et al.  Prejudice reduction: what works? A review and assessment of research and practice. , 2009, Annual review of psychology.

[43]  Christoforos Mamas Teaching contested narratives: identity, memory and reconciliation in peace education and beyond , 2013 .

[44]  P. Gurin,et al.  Dialogue Across Difference: Practice, Theory, and Research on Intergroup Dialogue , 2013 .

[45]  Sarah Winkler Reid Making Fun out of Difference: Ethnicity–Race and Humour in a London School , 2015 .

[46]  A. Bennett Ethnocomputational creativity in STEAM education: a cultural framework for generative justice , 2016 .

[47]  Rosemary Imonje,et al.  Quality Education for Refugees In Kenya: Pedagogy in Urban Nairobi and Kakuma Refugee Camp Settings , 2015 .

[48]  Jean J. Ryoo,et al.  Reframing “Failure” in Making: The Value of Play, Social Relationships, and Ownership , 2018, Journal of Youth Development.

[49]  Eve Tuck,et al.  Unbecoming Claims , 2014 .

[50]  Katie N. Smith,et al.  Advancing Theoretical Frameworks for Intersectional Research on Women in STEM , 2018, New Directions for Institutional Research.

[51]  Milton J. Bennett A developmental approach to training for intercultural sensitivity , 1986 .

[52]  M. Levinson No Citizen Left Behind , 2012 .

[53]  B. Meisner Are You OK, Boomer? Intensification of Ageism and Intergenerational Tensions on Social Media Amid COVID-19 , 2020, Leisure Sciences.

[54]  L. Back,et al.  Multicultural Conviviality in the Midst of Racism’s Ruins , 2016, Convivialities.

[55]  Kira Goldner,et al.  Mechanism design for social good , 2018, SIGAI.

[56]  Juan E. Gilbert,et al.  Not Just Black and Not Just a Woman: Black Women Belonging in Computing , 2018, 2018 Research on Equity and Sustained Participation in Engineering, Computing, and Technology (RESPECT).

[57]  Michael Cole,et al.  The Fifth Dimension: An After-School Program Built on Diversity , 2006 .

[58]  Cueponcaxochitl Dianna Moreno Sandoval,et al.  Critical Ancestral Computing: A Culturally Relevant Computer Science Education , 2013, PsychNology J..

[59]  Z. Bekerman Identity versus Peace: Identity Wins , 2009 .

[60]  Z. Bekerman Rethinking intergroup encounters: rescuing praxis from theory, activity from education, and peace/co‐existence from identity and culture , 2007 .

[61]  Sarah L. Rodriguez,et al.  Developing the next generation of diverse computer scientists: the need for enhanced, intersectional computing identity theory , 2017, Comput. Sci. Educ..

[62]  Jane Margolis,et al.  Take space, make space: how students use computer science to disrupt and resist marginalization in schools , 2020, Comput. Sci. Educ..

[63]  Gilsun Song Deconstructing race: multicultural education beyond the color-bind , 2018 .

[64]  D. Goldberg Are We All Postracial Yet , 2015 .

[65]  Sepehr Vakil,et al.  Exploring Politicized Trust in a Racially Diverse Computer Science Classroom , 2019, Race Ethnicity and Education.

[66]  Colleen M. Lewis,et al.  How Equity and Inequity Can Emerge in Pair Programming , 2015, ICER.

[67]  Eric A. Wolfe Postcolonial Melancholia , 2008 .

[68]  Catherine Ashcraft,et al.  Becoming Technosocial Change Agents: Intersectionality and Culturally Responsive Pedagogies as Vital Resources for Increasing Girls’ Participation in Computing , 2017 .

[69]  Caitlin K. Martin,et al.  Digital Youth Divas: Exploring Narrative-Driven Curriculum to Spark Middle School Girls’ Interest in Computational Activities , 2017 .

[70]  Alex Mesoudi,et al.  Making sense of culture. , 2013 .

[71]  Z. Erasmus Race Otherwise: Forging a new humanism for South Africa , 2017 .

[72]  Cliff Goddard,et al.  Ethnopragmatics: A new paradigm , 2006 .

[73]  Sepehr Vakil,et al.  Ethics, Identity, and Political Vision: Toward a Justice-Centered Approach to Equity in Computer Science Education. , 2018 .

[74]  Mitchel Resnick,et al.  Constructionism in Practice: Designing, Thinking, and Learning in A Digital World , 1996 .

[75]  Z. Erasmus Contact Theory: Too Timid for “Race” and Racism , 2010 .

[76]  Juan E. Gilbert,et al.  Toward culturally responsive computing education , 2013, CACM.

[77]  Jenna Burrell,et al.  'Connected Learning' and the Equity Agenda: A Microsociology of Minecraft Play , 2017, CSCW.

[78]  Jasbir K. Puar,et al.  Terrorist Assemblages: Homonationalism in Queer Times , 2007 .

[79]  Sheri R. Levy,et al.  The relation between polyculturalism and intergroup attitudes among racially and ethnically diverse adults. , 2012, Cultural diversity & ethnic minority psychology.

[80]  Les Back,et al.  Out of Whiteness: Color, Politics, and Culture , 2001 .

[81]  A. Escobar Designs for the Pluriverse: Radical Interdependence, Autonomy, and the Making of Worlds , 2018 .

[82]  K. Gerdes Conflict Is Not Abuse: Overstating Harm, Community Responsibility, and the Duty of Repair by Sarah Schulman (review) , 2018 .

[83]  K. Charmaz,et al.  Constructing Grounded Theory , 2014 .

[84]  Ian Arawjo,et al.  To Write Code: The Cultural Fabrication of Programming Notation and Practice , 2020, CHI.

[85]  Eliza de Souza Silva Araújo Black Feminism Reimagined: After Intersectionality , 2019, Revista Ártemis.

[86]  J. Nash,et al.  re-thinking intersectionality , 2008, Feminist Theory Reader.

[87]  R. Kennedy Racial Critiques of Legal Academia , 1989 .

[88]  Michael Lachney,et al.  A Cultural Computing Curriculum , 2019, SIGCSE.

[89]  Rogers Brubaker,et al.  Ethnicity without groups , 2002, European Journal of Sociology.

[90]  R. Delgado,et al.  Critical Race Theory: An Introduction , 2014 .

[91]  A. Appadurai Modernity at Large: Cultural Dimensions of Globalization , 1996 .

[92]  Jean J. Ryoo Pedagogy that Supports Computer Science for All , 2019, ACM Trans. Comput. Educ..

[93]  Adrienne B. Dessel,et al.  Evaluation of intergroup dialogue: A review of the empirical literature , 2008 .

[94]  Paul C. Gorski Avoiding Racial Equity Detours. , 2019 .

[95]  Leigh Patel,et al.  The Origins, Potentials, and Limits of Racial Justice , 2016 .

[96]  Barbara J. Fields Whiteness, Racism, and Identity , 2001, International Labor and Working-Class History.

[97]  Emily Denton,et al.  Towards a critical race methodology in algorithmic fairness , 2019, FAT*.

[98]  Jim Waldo,et al.  Embedded EthiCS , 2019, Commun. ACM.

[99]  Z. Zimbardo Cultural Politics of Humor in (De)Normalizing Islamophobic Stereotypes , 2014 .

[100]  Kris D. Gutiérrez,et al.  Re-mediating Literacy: Culture, Difference, and Learning for Students From Nondominant Communities , 2009 .

[101]  Yolanda A. Rankin,et al.  Real Talk: Saturated Sites of Violence in CS Education , 2021, SIGCSE.

[102]  Joanna Goode,et al.  Disrupting colorblind teacher education in computer science , 2018, Professional Development in Education.

[103]  Jean J. Ryoo,et al.  Rac(e)ing to computer science for all: how teachers talk and learn about equity in professional development , 2020, Comput. Sci. Educ..

[104]  R. Emerson,et al.  Writing Ethnographic Fieldnotes, Second Edition , 2011 .

[105]  Gavriel Salomon,et al.  Peace Education : The Concept, Principles, and Practices Around the World , 2005 .

[106]  Yasmin B. Kafai,et al.  From Theory Bias to Theory Dialogue: Embracing Cognitive, Situated, and Critical Framings of Computational Thinking in K-12 CS Education , 2019, ICER.

[107]  Rainier Spencer Reproducing Race: The Paradox of Generation Mix , 2010 .

[108]  Kyungsub Steve Choi A comparative analysis of different gender pair combinations in pair programming , 2015, Behav. Inf. Technol..

[109]  Lori Pollock,et al.  Positionality and Belonging: Analyzing an Informally Situated and Culturally Responsive Computer Science Program , 2019, FabLearn.

[110]  L. Werner,et al.  Pair Programming in Middle School , 2009 .

[111]  Milton J. Bennett Supplement 2: Best practice for intercultural learning in international educational exchange , 2009 .

[112]  O. Patterson The Ordeal Of Integration: Progress And Resentment In America's "Racial" Crisis , 1997 .

[113]  Lawrence A. Hirschfeld,et al.  Race in the Making , 1996 .

[114]  Jill Denner,et al.  Pair Programming: Under What Conditions Is It Advantageous for Middle School Students? , 2014 .

[115]  Karen Littleton,et al.  Gender and Social Comparison Effects in Computer-Based Problem Solving. , 2000 .

[116]  Bin Zhang,et al.  A Post/Decolonial View of Race and Identity Through the Narratives of U.S. International Students from the Global South , 2017 .

[117]  Shannon M. Finning-Kwoka "Why Are All the Black Kids Sitting to gether in the Cafeteria?" and Other Conversations About Race , 2007 .

[118]  B. Hooks Yearning: Race, Gender, and Cultural Politics , 1990 .

[119]  Jo Boaler,et al.  Promoting ‘relational equity’ and high mathematics achievement through an innovative mixed‐ability approach , 2008 .

[120]  Yearning , 2019, Wholesome Whole Poetry.

[121]  P. Shalit The Silent Language , 1964 .

[122]  R. Estrella,et al.  Stuck in the Shallow End Education , Race , and Computing , 2008 .

[123]  R. Emerson,et al.  Writing Ethnographic Fieldnotes , 1995 .

[124]  R. Eglash,et al.  Decolonizing education with Anishinaabe arcs: generative STEM as a path to indigenous futurity , 2019, Educational Technology Research and Development.

[125]  Eric Rosenbaum,et al.  Scratch: programming for all , 2009, Commun. ACM.

[126]  K. Crenshaw Mapping the margins: intersectionality, identity politics, and violence against women of color , 1991 .

[127]  P. Walker Decolonizing Conflict Resolution: Addressing the Ontological Violence of Westernization , 2005 .

[128]  Michael Cole,et al.  Can Cultural Psychology Help Us Think About Diversity , 1998 .

[129]  Lawrence A. Hirschfeld,et al.  Race in the Making: Cognition, Culture, and the Child's Construction of Human Kinds , 1996 .

[130]  Kristi Johansen,et al.  Teaching to Transgress , 1997 .

[131]  Audrey Bennett,et al.  Culturally Situated Design Tools: Ethnocomputing from Field Site to Classroom , 2006 .