MathFlowLens Dashboard: Co‐Designing Teacher Orchestration Tools to Engage in Discourse Around Students' Mathematical Strategies.

Background: Educational technologies typically provide teachers with analytics regarding student proficiency, but few digital tools provide teachers with process‐based information about students' variable problem‐solving strategies as they solve problems. Utilising design thinking and co‐designing w...

Descripción completa

Detalles Bibliográficos
Publicado en:Journal of Computer Assisted Learning Vol. 41; no. 3; pp. 1 - 20
Autores principales: Thompson, Tamisha, St. John, Jennifer, Pradhan, Siddhartha, Ottmar, Erin
Formato: pictorial research tables/charts Journal Article
Publicado: Wiley-Blackwell Jun2025
Acceso en línea:Ver este registro en EBSCOhost
fields @attributes:
  recordID: 1
pdfLink:
plink: https://search.ebscohost.com/login.aspx?direct=true&db=ccm&AN=185452168&site=ehost-live
header:
  @attributes:
    shortDbName: ccm
    uiTerm: 185452168
    longDbName: CINAHL Complete
    uiTag: AN
  controlInfo:
    bkinfo:
    dissinfo:
    jinfo:
      jid:
        02664909
        6M1
      jtl: Journal of Computer Assisted Learning
      issn: 02664909
      maglogo: Y
    pubinfo:
      dt: Jun2025
      vid: 41
      iid: 3
      pid: 480
      pub: Wiley-Blackwell
      place: Malden, Massachusetts
    artinfo:
      ui:
        185452168
        185452168
        185452168
        10.1111/jcal.70025
        185452168
      ppf: 1
      ppct: 19
      formats:
      tig:
        atl: MathFlowLens Dashboard: Co‐Designing Teacher Orchestration Tools to Engage in Discourse Around Students' Mathematical Strategies.
      aug:
        au:
          Thompson, Tamisha
          St. John, Jennifer
          Pradhan, Siddhartha
          Ottmar, Erin
        affil: Learning Sciences & Technologies, Social Science & Policy Studies Department, Worcester Polytechnic Institute, Worcester Massachusetts,, USA
      sug:
        subj:
          Mathematics Education
          Online Education
          Problem Solving Evaluation
          Academic Performance Evaluation
          Educational Technology Utilization
          Dashboard Systems Evaluation
          Human
          Funding Source
          Massachusetts
          Female
          Case Studies
          Needs Assessment
          Task Performance and Analysis
          Thematic Analysis
          Critical Thinking
          Creativeness
          Faculty
          Research Personnel
          Collaboration
          Systems Design
          Female
      ab: Background: Educational technologies typically provide teachers with analytics regarding student proficiency, but few digital tools provide teachers with process‐based information about students' variable problem‐solving strategies as they solve problems. Utilising design thinking and co‐designing with teachers can provide insight to researchers about what educators need to make instructional decisions based on student problem‐solving data. Objectives: This case study presents a collaboration where researchers and teachers co‐designed MathFlowLens, a teacher‐facing dashboard that provides analytics and visualisations about students' diverse problem‐solving strategies and behaviours used when solving online math problems in the classroom. Methods: Over several sessions, teachers discussed, mocked up, and were provided with behavioural data and strategy visualisations from students' math problem‐solving that demonstrated the variability of strategic approaches. Throughout this process, the team documented, transcribed, and used these conversations and artefacts to inform the design and development of the teacher tool. Results and Conclusions: Teachers discussed and designed prototypes of data dashboards and provided the research team with ongoing feedback to inform the iteration of the tool development.
      pubtype: Academic Journal
      doctype:
        pictorial
        research
        tables/charts
        Journal Article
      ougenre: Article
    language: English
    refInfo:
    holdings:
      @attributes:
        islocal: N