This paper presents findings from a thinking-aloud protocol exploring mental models in 28 elementary school math teachers during their initial attempt at composing and testing trigger-action rules for a smart tangible educational device. In the study, two sets of event-driven primitives were implemented in an End-User Development platform for guiding teachers with no programming experience in defining new functions of the device: "concrete", based on actual actions performed on the device, and "abstract", based on general definitions of events/actions. With a thematic analysis, we identified three different metaphors that drive participants’ interaction with the device. We discuss how the metaphors influenced performance and how the order of exposition to the two primitive sets impacted their grasping of the trigger-action logic. Our findings suggest the importance of guiding teachers in assuming effective metaphors for performing End-User Development tasks, to empower them to adopt an active role toward digital devices in education.

"React", "Command", or "Instruct"? Teachers Mental Models on End-User Development / Andrao, Margherita; Gini, Federica; Greco, Francesco; Cappelletti, Alessandro; Desolda, Giuseppe; Treccani, Barbara; Zancanaro, Massimo. - (2025). (Intervento presentato al convegno CHI '25 tenutosi a Yokohama, Japan nel April 26 – May 1, 2025) [10.1145/3706598.3713234].

"React", "Command", or "Instruct"? Teachers Mental Models on End-User Development

Margherita Andrao
;
Federica Gini;Barbara Treccani;Massimo Zancanaro
2025-01-01

Abstract

This paper presents findings from a thinking-aloud protocol exploring mental models in 28 elementary school math teachers during their initial attempt at composing and testing trigger-action rules for a smart tangible educational device. In the study, two sets of event-driven primitives were implemented in an End-User Development platform for guiding teachers with no programming experience in defining new functions of the device: "concrete", based on actual actions performed on the device, and "abstract", based on general definitions of events/actions. With a thematic analysis, we identified three different metaphors that drive participants’ interaction with the device. We discuss how the metaphors influenced performance and how the order of exposition to the two primitive sets impacted their grasping of the trigger-action logic. Our findings suggest the importance of guiding teachers in assuming effective metaphors for performing End-User Development tasks, to empower them to adopt an active role toward digital devices in education.
2025
CHI '25: Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems
New York
ACM Digital Library
979-8-4007-1394-1
Andrao, Margherita; Gini, Federica; Greco, Francesco; Cappelletti, Alessandro; Desolda, Giuseppe; Treccani, Barbara; Zancanaro, Massimo
"React", "Command", or "Instruct"? Teachers Mental Models on End-User Development / Andrao, Margherita; Gini, Federica; Greco, Francesco; Cappelletti, Alessandro; Desolda, Giuseppe; Treccani, Barbara; Zancanaro, Massimo. - (2025). (Intervento presentato al convegno CHI '25 tenutosi a Yokohama, Japan nel April 26 – May 1, 2025) [10.1145/3706598.3713234].
File in questo prodotto:
File Dimensione Formato  
andrao et al., 2025.pdf

accesso aperto

Tipologia: Versione editoriale (Publisher’s layout)
Licenza: Creative commons
Dimensione 6.74 MB
Formato Adobe PDF
6.74 MB Adobe PDF Visualizza/Apri

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11572/452894
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus ND
  • ???jsp.display-item.citation.isi??? ND
  • OpenAlex ND
social impact