Home
World Journal of Advanced Research and Reviews
International Journal with High Impact Factor for fast publication of Research and Review articles

Main navigation

  • Home
    • Journal Information
    • Editorial Board Members
    • Reviewer Panel
    • Abstracting and Indexing
    • Journal Policies
    • Our CrossMark Policy
    • Publication Ethics
    • Issue in Progress
    • Current Issue
    • Past Issues
    • Instructions for Authors
    • Article processing fee
    • Track Manuscript Status
    • Get Publication Certificate
    • Join Editorial Board
    • Join Reviewer Panel
  • Contact us
  • Downloads

eISSN: 2581-9615 || CODEN: WJARAI || Impact Factor 8.2 ||  CrossRef DOI

Research and review articles are invited for publication in May 2026 (Volume 30, Issue 2) Submit manuscript

Comparing Cognitive and Psychomotor Retention of HVAC students trained by Simulators and hands-on Methods in Palompon Institute of Technology

Breadcrumb

  • Home
  • Comparing Cognitive and Psychomotor Retention of HVAC students trained by Simulators and hands-on Methods in Palompon Institute of Technology

Gamaliel A. Baldos * and Kean Bren A. Tiu

Palompon Institute of Technology Palompon, Leyte, 6538, PHILIPPINES.

Research Article

World Journal of Advanced Research and Reviews, 2026, 30(01), 2498-2501

Article DOI: 10.30574/wjarr.2026.30.1.1129

DOI url: https://doi.org/10.30574/wjarr.2026.30.1.1129

Received on 20 March 2026; revised on 26 April 2026; accepted on 28 April 2026

This study investigated the effects of simulator-based versus hands-on training on cognitive and psychomotor retention among HVAC students at Palompon Institute of Technology. A quasi-experimental comparative design was employed with two groups of twenty students each. The simulator group used a Fault Simulator for Refrigeration System Diagnostics, while the hands-on group trained with actual equipment. Assessments included a validated knowledge test and a performance-based rubric administered at pretest, immediately post-training, and after a three-week retention interval. Results showed that the simulator-trained group achieved significantly higher posttest and retention scores in both cognitive and psychomotor domains compared to the hands-on group. ANCOVA results confirmed the significant effect of training method on psychomotor retention (F (1, 37) = 5.47, p = 0.022). Findings indicate that simulation-based environments provide controlled, repeatable, and low-risk settings that enhance mastery and long-term retention. The study recommends integrating simulation with hands-on practice to optimize skill development in technical-vocational education.

HVAC Education; Simulator-Based Training; Hands-On Training; Cognitive Retention; Psychomotor Retention; Technical-Vocational Education; Refrigeration Diagnostics
 

https://wjarr.com/sites/default/files/fulltext_pdf/WJARR-2026-1129.pdf

Preview Article PDF

Gamaliel A. Baldos and Kean Bren A. Tiu. Comparing Cognitive and Psychomotor Retention of HVAC students trained by Simulators and hands-on Methods in Palompon Institute of Technology. World Journal of Advanced Research and Reviews, 2026, 30(01), 2498-2501. Article DOI: https://doi.org/10.30574/wjarr.2026.30.1.1129.

Copyright © Author(s). All rights reserved. This article is published under the terms of the Creative Commons Attribution 4.0 International License (CC BY 4.0), which permits use, sharing, adaptation, distribution, and reproduction in any medium or format, as long as appropriate credit is given to the original author(s) and source, a link to the license is provided, and any changes made are indicated.


All statements, opinions, and data contained in this publication are solely those of the individual author(s) and contributor(s). The journal, editors, reviewers, and publisher disclaim any responsibility or liability for the content, including accuracy, completeness, or any consequences arising from its use.

Get Certificates

Get Publication Certificate

Download LoA

Check Corssref DOI details

Issue details

Issue Cover Page

Editorial Board

Table of content

Copyright © 2026 World Journal of Advanced Research and Reviews - All rights reserved

Developed & Designed by VS Infosolution