Back SITJAR Volume 15 Issue 1 (2023) Publish Date: Monday, 24 July 2023 Dr Jerry Hoffman (Ed.) Research #Research SITJAR Volume 15 Issue 1 (2023) Editor: Dr Jerry Hoffman http://doi.org/10.34074/sitj.151 Contents Effectiveness of on-site sketching and ArcGIS mapping in producing riparian and wetland restoration plans. Ryan Hodgson & Tapuwa Marapara. 15101 An exploratory study on underutilisation of women in the New Zealand labour market during the COVID-19 lockdown. Kunchana Wanniarachchi & Indrapriya Kularatne. 15102 Mistakes-based video pedagogy – rolling it out. Anne-Marie Simon, Lynette Smith, Philippa Crombie. 15103 An evaluation of data sources in netball performance analysis. Hayden Croft & Kirsten Spencer. 15104