{"title":"Competence allocation planning robust to unexpected staff absenteeism","authors":"E. Szwarc, G. Bocewicz, Z. Banaszak, J. Wikarek","doi":"10.17531/EIN.2019.3.10","DOIUrl":null,"url":null,"abstract":"The object of planning man-power needs (labor demand), as part of employment planning, is to define the competence profiles of the personnel and other individuals employed in a company. In particular, this involves defining the requirements regarding employees’ knowledge, skills, abilities and behavior, determining the number of workers needed for various positions, and the scope of work that employees in each position have to perform. The quality of employment plans obtained in this process depends on the robustness of the production process to disruptions caused by unexpected events such as employee absences, machine failures, accidents at work, etc. To deal with these uncertainties, organizations must either hire a properly prepared staff of competent workers (with a certain redundancy of competences), or introduce on-line changes to the existing task schedule that will mitigate the effects of the disruptions. In this study, we consider the first of the above-mentioned measures, in which, by anticipating possible disruptions, an organization builds a staff of employees with specific competences, robust to a selected set of disruptions. It should be noted that planning decisions regarding the allocation of production tasks (which require specific employee competences) to resources (employees with given competences) are made in dynamically changing organizational settings [7], which involve frequent changes in the scope and structure of objectives, tasks and resources. Examples of such changes include employee absenteeism (sick leaves, accidents, maternity leaves, etc.), changes in the number of jobs, staff mobility (frequent employment changes), etc. Most of them are random and cannot be anticipated well in advance. Such events are henceforth referred to as disruptions [6, 20]. If a disruption caused by an employee’s absence results in a so-called competence gap, it is usually too late to bridge the gap by introducing appropriate changes (training, employment, outsourcing, etc.). While the existing literature describes Eryk SzwArc Grzegorz BocEwicz zbigniew BAnASzAk Jarosław wikArEk","PeriodicalId":309533,"journal":{"name":"Ekspolatacja i Niezawodnosc - Maintenance and Reliability","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-06-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"11","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Ekspolatacja i Niezawodnosc - Maintenance and Reliability","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.17531/EIN.2019.3.10","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 11
Abstract
The object of planning man-power needs (labor demand), as part of employment planning, is to define the competence profiles of the personnel and other individuals employed in a company. In particular, this involves defining the requirements regarding employees’ knowledge, skills, abilities and behavior, determining the number of workers needed for various positions, and the scope of work that employees in each position have to perform. The quality of employment plans obtained in this process depends on the robustness of the production process to disruptions caused by unexpected events such as employee absences, machine failures, accidents at work, etc. To deal with these uncertainties, organizations must either hire a properly prepared staff of competent workers (with a certain redundancy of competences), or introduce on-line changes to the existing task schedule that will mitigate the effects of the disruptions. In this study, we consider the first of the above-mentioned measures, in which, by anticipating possible disruptions, an organization builds a staff of employees with specific competences, robust to a selected set of disruptions. It should be noted that planning decisions regarding the allocation of production tasks (which require specific employee competences) to resources (employees with given competences) are made in dynamically changing organizational settings [7], which involve frequent changes in the scope and structure of objectives, tasks and resources. Examples of such changes include employee absenteeism (sick leaves, accidents, maternity leaves, etc.), changes in the number of jobs, staff mobility (frequent employment changes), etc. Most of them are random and cannot be anticipated well in advance. Such events are henceforth referred to as disruptions [6, 20]. If a disruption caused by an employee’s absence results in a so-called competence gap, it is usually too late to bridge the gap by introducing appropriate changes (training, employment, outsourcing, etc.). While the existing literature describes Eryk SzwArc Grzegorz BocEwicz zbigniew BAnASzAk Jarosław wikArEk
作为就业计划的一部分,规划人力需求(劳动力需求)的目的是确定公司雇用的人员和其他个人的能力概况。具体来说,这涉及到对员工的知识、技能、能力和行为的要求,确定各个职位所需的工人数量,以及每个职位的员工必须完成的工作范围。在此过程中获得的就业计划的质量取决于生产过程对意外事件(如员工缺勤、机器故障、工作事故等)造成的中断的鲁棒性。为了处理这些不确定因素,组织必须雇佣一群准备充分的有能力的员工(具有一定的冗余能力),或者对现有的任务时间表进行在线更改,以减轻中断的影响。在本研究中,我们考虑了上述措施中的第一个,其中,通过预测可能的中断,组织建立了具有特定能力的员工队伍,对选定的中断集保持稳健。需要注意的是,关于生产任务(需要特定员工能力)与资源(具有特定能力的员工)分配的计划决策是在动态变化的组织环境中做出的[7],这涉及目标、任务和资源的范围和结构的频繁变化。这种变化的例子包括员工缺勤(病假、事故、产假等)、工作数量的变化、员工流动性(频繁的就业变动)等。它们中的大多数是随机的,不能提前很好地预测。这样的事件从此被称为中断[6,20]。如果一个员工的缺席导致了所谓的能力差距,那么通过引入适当的改变(培训、就业、外包等)来弥补差距通常已经太晚了。而现有文献描述的是Eryk SzwArc Grzegorz BocEwicz zbigniew BAnASzAk Jarosław wikArEk