Skip to content
#software testing Open access

Effect of an Intraoral Scanner Training Program on Undergraduate Dental Students’ Self-Reported Perceptions: A Quasi-Experimental Pilot Study

Oct 2026 · Dental journal · 0 citations · 30 references

TL;DR

Within the constraints of a single-group pilot design, the training program was associated with increases in students’ self-reported perceptions across all five dimensions and may inform, but do not by themselves justify, decisions on the curricular integration of IOS training.

Abstract

Background/Objectives: Intraoral scanners (IOS) are increasingly integrated into dental curricula, yet evidence on how brief structured training affects novice students remains limited, particularly in resource-constrained settings. This pilot quasi-experimental study evaluated the effect of a structured IOS training program on the self-reported perceptions of undergraduate dental students with no prior IOS experience. Methods: Twenty first- and third-semester students at the School of Dentistry, Universidad de Especialidades Espíritu Santo (Ecuador), completed a 5-item Likert-type questionnaire (1–9 scale) before and after a training program comprising theoretical instruction and typodont-based practical sessions using a TRIOS 3 scanner (3Shape, Copenhagen, Denmark). Paired Student’s t-tests and Wilcoxon signed-rank tests were used to compare pre- and post-training scores, and effect sizes (Cohen’s dz for paired samples) were calculated for each dimension. Results: Significant improvements were observed in all five perception dimensions (all p < 0.001): familiarity (mean difference: +3.45; dz = 1.50), comfort (+3.25; dz = 1.40), confidence (+3.70; dz = 1.54), perceived scan accuracy (+3.30; dz = 1.41), and software competence (+3.55; dz = 1.30). Conclusions: Within the constraints of a single-group pilot design, the training program was associated with increases in students’ self-reported perceptions across all five dimensions. These preliminary findings may inform, but do not by themselves justify, decisions on the curricular integration of IOS training. Controlled studies with objective performance outcomes, validated instruments and follow-up assessment are required.

Read PDF

Similar papers

#computer vision Review Sep 2017

Agile Software Development Methods: Review and Analysis

This publication proposes a definition and a classification of agile software development approaches and analyses ten software development methods that can be characterized as being "agile" against the defined criterion.

P. Abrahamsson, O. Salo, Jussi Ronkainen et al. · 727 citations · ⚡54
#computer vision Jun 2008

The impact of agile practices on communication in software development

The study shows that agile practices improve both informal and formal communication, but indicates that, in larger development situations involving multiple external stakeholders, a mismatch of adequate communication mechanisms can sometimes even hinder the communication.

M. Pikkarainen, Jukka Haikara, O. Salo et al. · 401 citations · ⚡48
#machine learning Review Open access Oct 2014

Software development in startup companies: A systematic mapping study

The results indicate that software engineering work practices are chosen opportunistically, adapted and configured to provide value under the constrains imposed by the startup context.

Nicolò Paternoster, Carmine Giardino, M. Unterkalmsteiner et al. · 394 citations · ⚡54
#computer vision Review Mar 2008

Agile methods in European embedded software development organisations: a survey on the actual use and usefulness of Extreme Programming and Scrum

The results show that the embedded industry has been able to apply agile methods in its development processes and that the appreciation of the agile methods and their individual practices appears to increase once adopted and applied in practice.

O. Salo, P. Abrahamsson · 238 citations · ⚡9
#computer vision Open access Jul 2017

What happens when software developers are (un)happy

Consequences of happiness and unhappiness that are beneficial and detrimental for developers' mental well-being, the software development process, and the produced artifacts are found.

D. Graziotin, Fabian Fagerholm, Xiaofeng Wang et al. · 236 citations · ⚡13
#computer vision Open access Oct 2004

Mobile-D: an agile approach for mobile application development

The Mobile-D approach is briefly outlined here and the experiences gained from four case studies are discussed, which helped develop an agile development approach for mobile application development.

P. Abrahamsson, Antti Hanhineva, H. Hulkko et al. · 225 citations · ⚡18

Related blog posts

MIT News · Artificial Intelligence Oct 2, 2026

Documenting the tech worker movement

Writing as a participant and researcher, PhD student JS Tan SM ’22 has co-authored a new book about the rise of tech worker protests and the employer backlash that followed.

GPT-Lab Sep 23, 2026

Requirements Don’t Live in Isolation: What We’re Exploring with Req-Space

Requirements in large systems rarely exist in isolation. Their meaning depends on the wider project context - other requirements, policies, decisions, tests, and implementation details. That becomes especially important when AI is used for review, because spotting a possible conflict or gap is only the beginning. ReqSpace explores how AI, visualisation, and connected project context can help reviewers understand those findings, trace the relationships behind them, and focus on the questions that…

GPT-Lab Sep 17, 2026

Beyond Prompt Engineering: The Role of Tacit Knowledge in Software Engineering

AI is making software generation faster, but speed does not remove the need for expertise. As more work is delegated to AI, tacit knowledge may become one of the most important human advantages in software engineering. The post Beyond Prompt Engineering: The Role of Tacit Knowledge in Software Engineering appeared first on GPT-Lab.

We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.