Between Engineers and Instructors
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Summary
This study investigates the gap between the embedded knowledge of practicing transportation engineers and the pedagogical approaches of engineering instructors, focusing specifically on sight distance (SD) and stopping sight distance (SSD) in highway geometric design. Motivated by concerns that engineering graduates lack practical, context-dependent skills, the research aims to characterize how these foundational concepts are understood and applied in professional practice versus academic instruction. The authors argue that successful engineering requires situated knowledge—ways of thinking tied to specific professional contexts—which is often absent from traditional classroom settings. The researchers employed a qualitative methodology involving semi-structured interviews with 29 transportation engineers and 19 instructors across the United States. Additionally, they analyzed course notes from 10 instructors and three commonly used textbooks. Data were coded using NVivo software to identify themes regarding conceptual understanding, contextual application, and instructional methods. The study defined "embedded knowledge" as information or reasoning present in practitioners’ discussions but absent from academic materials or instructor descriptions. Results indicated that while engineers and instructors shared similar fundamental definitions of SD and SSD, significant differences existed in the context of that knowledge. Engineers frequently referenced specific design manuals, software tools (such as MicroStation and AutoCAD), and real-world project experiences. Crucially, engineers discussed methods for mitigating designs that fail to meet minimum safety criteria, such as using warning signs or beacons. This practical problem-solving approach was entirely absent from instructor interviews, course notes, and textbooks. Furthermore, while 21 of 29 engineers regularly used professional design software, only three instructors incorporated these tools into their teaching, citing time constraints and steep learning curves as barriers. Textbooks were found to present concepts through abstract variables and disconnected equations, lacking the functional context required for professional application. The study concludes that a substantial disconnect exists between the embedded knowledge of practitioners and the curriculum taught in entry-level transportation engineering courses. The findings suggest that current educational practices fail to prepare students for the contextual challenges they will face in the workforce, particularly regarding software usage and handling design constraints. The authors recommend integrating this context-dependent knowledge into the curriculum to better align academic training with professional realities, thereby reducing the need for firms to retrain new graduates.
Key finding
Practicing engineers utilized professional software and discussed mitigation strategies for design violations, whereas instructors and textbooks focused on abstract definitions and equations without addressing these practical contexts.
Methodology
mixed_methods
Sample size: 48
Provenance
The full processing record for this entry. Every stage of this paper's journey through the pipeline is logged — what ran, with which tool and model, how many attempts it took, and when it last completed. Discovered via bulk_ingest_rosap on 2026-05-23 (6 acquisition events logged).
| Stage | Outcome | Tool | Model | Prompt | Attempts | Completed |
|---|---|---|---|---|---|---|
| discover | success | rosap | — | — | 2 | 2026-05-23 |
| archive | success | — | — | — | 1 | 2026-05-23 |
| extract | success | cached | — | — | 2 | 2026-06-10 |
| clean | success | — | — | — | 1 | 2026-06-01 |
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| enrich | success | — | — | — | 1 | 2026-05-23 |
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| summarize | success | llm | qwen3.6-27b-prismaquant | summ-v5 | 3 | 2026-06-10 |
| tag | success | vector_similarity | — | — | 24 | 2026-06-11 |
| verify | success | — | — | — | 2 | 2026-06-10 |
Summary generated by qwen3.6-27b-prismaquant on 2026-06-10; verification: verified.
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