Developmental pathways in netball match officiating: examining the potential role of technology

Figures & data

Table 1. Netball match officials’ demographic information.

Region	Pseudonym	Age range	Role(s)	Part-time or full-time
Africa	Harry	25–34	Umpire	Part-time
	Chloe	25–34	Umpire/Mentor/Assessor	Part-time
	Grace	45–54	Umpire	Part-time
	Zoe	35–44	Umpire	Part-time
	Jack	25–34	Umpire	Full-time
Americas	Isabella	65+	Assessor	Part-time
	Felicity	65+	Coach/Assessor	Part-time
	Oscar	45–54	Umpire	Part-time
	Bethany	45–54	Coach/Administrator	Full-time
Asia	Sarah	25–34	Umpire	Part-time
	Emma	65+	Coach/Assessor	Part-time
	George	35–44	Umpire	Part-time
	Katie	45–54	Umpire	Part-time
	Olivia	35–44	Umpire	Part-time
	Heidi	45–54	Coach/Umpire	Part-time
	Lucy	35–44	Umpire/Administrator	Part-time
	Molly	35–44	Umpire	Part-time
Europe	Hannah	65+	Assessor/Tutor/Mentor	Part-time
	Charlotte	45–54	Umpire	Part-time
	Eleanor	35–44	Umpire	Part-time
	Elizabeth	35–44	Administrator	Part-time
	Alice	35–44	Umpire	Part-time
	Sophia	45–54	Umpire/Assessor/Tutor/Mentor	Part-time
	Polly	45–54	Umpire	Part-time
Oceania	Holly	25–34	Umpire	Full-time?
	Emma	25–34	Umpire	Part-time
	Jessica	25–34	Umpire	Part-time
	Harriet	55–64	Coach/Assessor/Bench official	Part-time

Figure 1. Higher and lower order themes from the analysis of the interview transcript data.