Ozyigit Tamer, Egi S Murat
Galatasaray University, Computer Engineering Department, Istanbul, Turkey.
Undersea Hyperb Med. 2014 Nov-Dec;41(6):565-72.
Personnel selection for different commercial diving jobs is time-consuming and subjective, This paper proposes a combination of two multiple-criteria decision-making (MCDM) methods to provide an objective tool for evaluation according to two main selection criteria: work experience and physical fitness.
Subcriteria were computed using the analytic hierarchy process (AHP). By consulting two field professionals, subcriteria for work experience were determined as: working hours on the project type, hand tools, hydraulic tools, pneumatic tools, LP air jet and water lift/dredge, wet bell diving and paramedic training level. Determined by three medical experts, the subcriteria for physical fitness were: age, VO2Max, critical flicker fusion frequency (CFFF), psychomotor performance, and visual and hearing acuities. The pair-wise comparison matrices used to calculate subcriteria weights are filled by the same experts. Eight divers were included in the analysis. The AHP yielded scores of work experience for seven different project types and a physical fitness score for each diver. These scores were used in data envelopment analysis (DEA), to obtain an aggregate ranking of the divers.
The methodology was able to differentiate between qualified and unqualified divers. Divers were scored between 0 and 1 for each project type. The overall ranking of divers according to the average of the seven project types' scores was: 1. Diver 7 (1.0000); 2. Diver 5 (0.9486); 3, Diver 8 (0.9453); 4. Diver 2 (0.9421); 5. Diver 3 (0.8441); 6. Diver 4 (0.7804); 7. Diver 6 (0.6554); 8. Diver 1 (0.3931).
The proposed methodology allows decision-makers to perform evaluations objectively and systematically, reducing personal conflicts and confusions resulting from subjective immethodical judgments. This methodology is to be applied in real projects to validate the selection criteria and confirm the results.
为不同商业潜水工作进行人员选拔既耗时又主观。本文提出结合两种多标准决策(MCDM)方法,以便根据工作经验和身体素质这两个主要选拔标准提供一种客观的评估工具。
使用层次分析法(AHP)计算子标准。通过咨询两位现场专业人员,确定工作经验的子标准为:在项目类型、手动工具、液压工具、气动工具、低压空气喷射和水提升/疏浚、湿式潜水钟潜水以及护理培训水平方面的工作时长。由三位医学专家确定,身体素质的子标准为:年龄、最大摄氧量(VO2Max)、临界闪烁融合频率(CFFF)、心理运动表现以及视觉和听觉敏锐度。用于计算子标准权重的成对比较矩阵由相同的专家填写。分析中纳入了八名潜水员。层次分析法得出了七种不同项目类型的工作经验得分以及每名潜水员的身体素质得分。这些得分用于数据包络分析(DEA),以获得潜水员的综合排名。
该方法能够区分合格和不合格的潜水员。每种项目类型的潜水员得分在0到1之间。根据七种项目类型得分的平均值,潜水员的总体排名为:1. 潜水员7(1.0000);2. 潜水员5(0.9486);3. 潜水员8(0.9453);4. 潜水员2(0.9421);5. 潜水员3(0.8441);6. 潜水员4(0.7804);7. 潜水员6(0.6554);8. 潜水员1(0.3931)。
所提出的方法使决策者能够客观、系统地进行评估,减少因主观、无条理的判断而产生的个人冲突和困惑。该方法将应用于实际项目,以验证选拔标准并确认结果。