Transversal Competency Assessment in Aircraft Maintenance Training
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This dataset contains qualitative data and quantitative survey data to answer the following research questions:The main research question is: <strong>which Transversal Competencies from ICAO’s Competency Framework for Aircraft Maintenance Personnel are both considered crucial yet difficult to objectively assess by the aviation industry?</strong>From this main question the following sub research questions were developed:1. Which competencies and OBs from ICAO’s CF for AMP can be objectively labelled as ‘transversal’?2. Which TVCs from ICAO’s CF for AMP are highest prioritized by the aviation industry?3. Which underlying OBs from of the highest prioritized TVCs are considered most important by the aviation industry?4. Which underlying OBs from of the highest prioritized TVCs are considered hardest to assess by the aviation industry?<br>To answer the first sub-question, the interrater-reliability was calculated based on how four raters labelled all 89 OBs. Only when ≥ 3 raters labelled an OB as ‘transversal’ it was adopted as such, and TVCs in the CF are defined as those for which at least half of the OBs have been labelled as ‘transversal’. To answer the second, third and fourth research questions, an online <em>Qualtrics </em>Likert-scale survey was distributed among aviation experts at three different international aviation conferences in April, May and July 2023. Ethical permission for this study was granted by the Human Research Ethics Committee of the TU Delft (reference 2845).<br>More background information is provided in the README file.
本数据集包含质性数据与量化调查数据，用于解答下述研究问题：核心研究问题为：**国际民航组织（ICAO）航空器维修人员能力框架中的哪些跨领域能力（Transversal Competencies）既被航空业视为至关重要，又难以开展客观评估？**基于该核心问题，本次研究衍生出如下子研究问题：1. 国际民航组织航空器维修人员能力框架中的哪些能力与行为条目（OBs）可被客观标注为"跨领域"类别？2. 国际民航组织航空器维修人员能力框架中的哪些跨领域能力获得航空业的最高优先级？3. 航空业认为优先级最高的跨领域能力，其下哪些底层行为条目被视为最为重要？4. 航空业认为优先级最高的跨领域能力，其下哪些底层行为条目被视为最难开展评估？ 为解答第一个子研究问题，研究基于4名评分者对全部89项行为条目的标注结果计算了评分者间信度。仅当≥3名评分者将某一行为条目标注为"跨领域"时，该条目才被认定为跨领域条目；而能力框架中的跨领域能力则被定义为：其下至少一半的行为条目被标注为跨领域条目。为解答第二、第三及第四个子研究问题，研究团队于2023年4月、5月与7月举办的三场国际航空会议中，面向航空领域专家发放了基于Qualtrics平台开发的李克特量表（Likert-scale）在线调查问卷。本研究已获得代尔夫特理工大学（TU Delft）人类研究伦理委员会的伦理批准（批准编号：2845）。 更多背景信息请参阅README文件。
