Despite the centrality of data analysis to the discipline, sociology departments are currently falling short of teaching both undergraduate and graduate students crucial computing and statistical software skills. We argue that sociology instructors must intentionally and explicitly teach computing skills alongside statistical concepts to prepare their students for participation in a data-driven world. We illuminate foundational concepts for computing in the social sciences and provide easy-to-integrate recommendations for building competency with these concepts in the form of a workshop designed to introduce sociology undergraduate and graduate students to the logic of statistical software. We use our workshop to show that students appreciate and gain confidence from being taught how to think about computing.
AtkinsonMaxine P.CzajaRonald F.BrewsterZachary B.2006. “Integrating Sociological Research into Large Introductory Courses: Learning Content and Increasing Quantitative Literacy.”Teaching Sociology34(1):54–64.
2.
CondronDennis J.BeckerJacob H.BzhetajLinda. 2018. “Sources of Students’ Anxiety in a Multidisciplinary Social Statistics Course.”Teaching Sociology46(4):346–55.
3.
CurzonPaulMcOwanPeter W.PlantNicolaMeagherLaura R.2014. “Introducing Teachers to Computational Thinking Using Unplugged Storytelling.” Pp. 89–92 in Proceedings of the 9th Workshop in Primary and Secondary Computing Education on - WiPSCE ‘14. Berlin, Germany: ACM Press.
4.
del Olmo-MuñozJavierCózar-GutiérrezRamónGonzález-CaleroJosé Antonio. 2020. “Computational Thinking through Unplugged Activities in Early Years of Primary Education.”Computers & Education150(2020):103832. doi:10.1016/j.compedu.2020.103832
5.
Frankfort-NachmiasChavaLeon-GuerreroAnna. 2009. Social Statistics for a Diverse Society. 5th ed.Pine Forge Press.
6.
GouldRobert. 2010. “Statistics and the Modern Student.”International Statistical Review78(2):297–315.
7.
GouldRobert. 2017. “Data Literacy Is Statistical Literacy.”Statistics Education Research Journal16(1):22–5.
8.
HatlevikOve EdvardThrondsenIngerLoiMassimoGudmundsdottirGreta B.2018. “Students’ ICT Self-Efficacy and Computer and Information Literacy: Determinants and Relationships.”Computers & Education118:107–19.
9.
HonickeToniBroadbentJaclyn. 2016. “The Influence of Academic Self-Efficacy on Academic Performance: A Systematic Review.”Educational Research Review17:63–84.
10.
HoweryCarla B.RodriguezHavidan. 2006. “Integrating Data Analysis (IDA): Working with Sociology Departments to Address the Quantitative Literacy Gap.”Teaching Sociology34(1):23–38.
11.
LentRobert W.LopezFrederick G.BieschkeKathleen J.1991. “Mathematics Self-Efficacy: Sources and Relation to Science-Based Career Choice.”Journal of Counseling Psychology38(4):424–30.
12.
LindnerAndrew M.2012. “Teaching Quantitative Literacy through a Regression Analysis of Exam Performance.”Teaching Sociology40(1):50–59.
NolanDeborahLangDuncan Temple2010. “Computing in the Statistics Curricula.”American Statistician64(2):97–107.
18.
PikeDiane L.CiabattariTeresaMessineoMelindaMonsonRenee A.SalamRifat A.WagenarTheodore C.2017. The Sociology Major in the Changing Landscape of Higher Education: Curriculum, Careers, and Online Learning. Washington, DC: American Sociological Association.
19.
RichardsonMichelleAbrahamCharlesBondRod. 2012. “Psychological Correlates of University Students’ Academic Performance: A Systematic Review and Meta-analysis.”Psychological Bulletin138(2):353–87.
20.
RobbinsSteven B.LauverKristyLeHuyDavisDanielLangleyRonelleCarlstromAaron. 2004. “Do Psychosocial and Study Skill Factors Predict College Outcomes? A Meta-analysis.”Psychological Bulletin130(2):261–88.
SolhaugTrond. 2009. “Two Configurations for Accessing Classroom Computers: Differential Impact on Students’ Critical Reflections and their Empowerment.”Journal of Computer Assisted Learning25(5):411–22.
24.
StojmenovskaDraganaBolThijsLeopoldThomas. 2019. “Teaching Replication to Graduate Students.”Teaching Sociology47(4):303–13.
25.
SweetStephenCardwellMarissa. 2016. “Editor’s Comment: Topic Areas Emphasized in Teaching Sociology Articles and Notes 2009 to 2015.” Teaching Sociology44(2):69–71.
26.
SweetStephenMcElrathKevinKainEdward L.2014. “The Coordinated Curriculum: How Institutional Theory Can Be Used to Catalyze Revision of the Sociology Major.”Teaching Sociology42(4):287–97.
27.
ThiesRenateVahrenholdJan. 2013. “On Plugging ‘Unplugged’ into CS Classes.” Pp. 365–370 in Proceeding of the 44th ACM technical symposium on Computer science education - SIGCSE ‘13. Denver, CO: ACM Press.
28.
WigginsGrantMcTigheJay. 2005. Understanding by Design. 2nd ed.Alexandria, VA: Association for Supervision and Curriculum Development.
29.
WilderEsther Isabelle. 2009. “Responding to the Quantitative Literacy Gap among Students in Sociology Courses.”Teaching Sociology37(2):151–70.
30.
WingJeannette M.2008. “Computational Thinking and Thinking about Computing.”Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences366(1881):3717–25.
