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Design+                                                                    Evaluating a building code app




            Table 5. One‑sample Wilcoxon signed‑rank test      the results revealed varying levels of familiarity and
                                                               experience with building codes among participants. Many
            Question Total   Test   Std.   Standardized   Asymptotic   expressed limited exposure to building codes throughout
                    (n)  statistic  error  test statistic  significance
                                                (2‑sided test)  their education, highlighting a gap in the curriculum.
            1        19  169.000  22.279  3.321    <0.001      However, the study intervention improved participants’
            2        19  169.000  22.279  3.321    <0.001      familiarity and confidence with building code content and
                                                               applications, as reflected in their qualitative feedback.
            3        19  98.000  14.431  3.153     0.002
                                                                 Third, on the apps’ effectiveness, the Building
            4        19  91.000  13.000  3.500     <0.001
            5        19  190.000  22.702  4.185    <0.001      Code Calculator App proved to be a valuable tool in
                                                               enhancing participants’ understanding and application
            6        19  177.000  23.974  3.420    <0.001      of building code content. Most participants agreed that
            7        18  141.000  20.356  3.169    0.002       the app helped them remember, understand, and apply
            8        19  190.000  23.825  3.987    <0.001      building code content. In addition, about two-thirds
            9        18  120.000  17.048  3.520    <0.001      of participants felt that the app supported their ability
            10       19  171.000  22.299  3.834    <0.001      to analyze building codes and agreed that it aided in
            11       19  153.000  20.460  3.739    <0.001      evaluating the codes. Notably, the majority indicated
            12       19  190.000  23.372  4.065    <0.001      that the app helped them create new perspectives based
            13       19  190.000  23.372  4.065    <0.001      on the building code content. Participants also rated the
                                                               app highly in terms of usability and future intentions
            14       19  190.000  22.702  4.185    <0.001      to use it. All participants agreed that the app enabled
            15       19  190.000  23.065  4.119    <0.001      them to accomplish tasks more quickly, fit well with
            16       17  136.000  18.762  3.624    <0.001      their work style, was easy to use, and provided apparent
            17       19  190.000  23.372  4.065    <0.001      results. These findings align with the perceived relative
            18       19  30.500  10.553  -0.237    0.813       advantage, compatibility, and complexity dimensions of
            19       19  83.000  18.682  -0.803    0.422       the app, supporting its integration into design settings.
            20       19  96.000  18.547  -1.510    0.131       Fourth, regarding reduction in stress levels, the app also
                                                               positively influenced participants’ stress levels when
            Note: The significance level of α = 0.05, test value=0.5.
                                                               working on building code exercises. Traditional methods
                                                               were associated with higher stress levels, with about one-
            after this study intervention that took place during their   fourth of participants reporting high or extremely high
            studio course, they gained more exposure and knowledge   levels of stress. In contrast, when using the app, fewer
            and felt more confident in building code knowledge and   participants reported high stress levels, and the majority
            skills.                                            indicated low or extremely low stress levels. This stress
                                                               reduction  suggests that  the app  provides a  more user-
            5. Discussion                                      friendly and efficient approach to understanding and

            The results of this study highlight several important findings   applying building code.
            regarding the significance of understanding building   The one-sample Wilcoxon test indicated that most
            codes in design and the effectiveness of the Building Code   quantitative survey items (Questions 1 – 17) had a
            Calculator App as a learning and application tool. First, on   significant difference from the hypothesized median,
            the importance of building code knowledge, a significant   reinforcing the positive impact of the app on participants’
            majority of participants agreed that understanding building   learning experiences. Open-ended responses further
            codes and ensuring compliance is essential for interior   highlighted the contrast between the traditional manual
            designers. This consensus underscores that the critical   methods and the app. Themes related to traditional methods
            role building code knowledge plays in the professional   were predominantly negative, focusing on challenges such
            responsibilities  of  interior  designers.  Furthermore,  all   as difficulty and inefficiency. Conversely, themes related to
            participants emphasized the importance of learning about   the app were overwhelmingly positive, citing its ease of use,
            building codes in the interior design studio, suggesting   ability  to simplify calculations,  and overall effectiveness.
            that  integrating building code  education into  studio   These findings suggest a pressing need to enhance building
            courses is vital for preparing students for professional   code  education  within  design  programs.  Participants’
            practice. Second, on the familiarity and experience   reflections indicate that limited exposure to building codes
            with building code, despite the recognized importance,   during their education contributes to a lack of confidence


            Volume 2 Issue 1 (2025)                         11                               doi: 10.36922/dp.4730
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