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Table · dataset · 2026

Supplementary file 1_Developing the engineering student preferences in navigation situational judgment inventory using a design-based research approach.pdf

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Introduction<p>Undergraduate engineering programs are campus ecosystems ripe with situations to navigate, requiring coordination between ongoing demands and support resources (e.g., tutoring, academic advising, faculty office hours).

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Due to the availability of countless resources and lack of systematic evaluation of how students navigate resource access, there is a gap between student needs and practitioner assumptions about when and why students select certain resources.</p>Methods<p>To elucidate student preferences in navigating undergraduate engineering situations, we developed the Engineering Student Preferences in Navigation (E-SPIN) Situational Judgment Inventory (E-SPIN SJI).</p>Results<p>E-SPIN offers a novel approach to surfacing and assessing undergraduate student navigation.

We detail the development and proven utility of E-SPIN.</p>Discussion<p>In sharing these details, we aim to equip practitioners and researchers with a new student-facing tool to evaluate and transform campus ecosystems to better understand and support student success.</p>

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