A Hybrid Modeling Approach for Incorporating Behavioral Issues into Workforce Planning

被引:0
作者
Block, Joachim [1 ]
机构
[1] Univ Bundeswehr Munchen, Dept Comp Sci, COMTESSA, Werner Heisenberg Weg 39, D-85579 Neubiberg, Germany
来源
2016 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC) | 2016年
关键词
MANPOWER; RECRUITMENT; KNOWLEDGE; SKILL;
D O I
暂无
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Workforce planning is a critical success factor for every organization and an important field in operations research (OR). In contrast to most existing OR workforce models we explicitly consider the heterogeneity of real world workforce systems by incorporating human attributes and behavior. Our model is based on hybrid systems theory and implemented using different modeling paradigms: agent-based modeling and simulation, discrete event simulation, and system dynamics. It enables practitioners to analyze the evolution of the staff as well as organizational performance under various and changing conditions. Furthermore, our research demonstrates that bridging OR and psychology respectively management science is a promising path for solving complex real world management problems and hybrid modeling facilitates building this bridge.
引用
收藏
页码:326 / 331
页数:6
相关论文
共 10 条
  • [1] Dynamic Modeling of Workforce Planning for Infrastructure Projects
    Sing, Michael C. P.
    Love, P. E. D.
    Edwards, D. J.
    Liu, Junxiao
    JOURNAL OF MANAGEMENT IN ENGINEERING, 2016, 32 (06)
  • [2] A Joint Optimization of Strategic Workforce Planning and Preventive Maintenance Scheduling: A Simulation-Optimization Approach
    Akl, Amany M.
    El Sawah, Sondoss
    Chakrabortty, Ripon K.
    Turan, Hasan Huseyin
    RELIABILITY ENGINEERING & SYSTEM SAFETY, 2022, 219
  • [3] Using modeling and scenario analysis to support evidence-based health workforce strategic planning in Malawi
    Leslie Berman
    Margaret L. Prust
    Agnes Maungena Mononga
    Patrick Boko
    Macfarlane Magombo
    Mihereteab Teshome
    Levison Nkhoma
    Grace Namaganda
    Duff Msukwa
    Andrews Gunda
    Human Resources for Health, 20
  • [4] Using modeling and scenario analysis to support evidence-based health workforce strategic planning in Malawi
    Berman, Leslie
    Prust, Margaret L.
    Maungena Mononga, Agnes
    Boko, Patrick
    Magombo, Macfarlane
    Teshome, Mihereteab
    Nkhoma, Levison
    Namaganda, Grace
    Msukwa, Duff
    Gunda, Andrews
    HUMAN RESOURCES FOR HEALTH, 2022, 20 (01)
  • [5] The composite approach as a hybrid approach to business process modeling: proposition and empirical evaluation
    Antunes, Pedro
    Pino, Jose A.
    Nkhoma, Mathews
    Thuan, Nguyen Hoang
    BUSINESS PROCESS MANAGEMENT JOURNAL, 2023, 29 (06) : 1633 - 1654
  • [6] A Hybrid Systematic Review Approach on Complexity Issues in Data-Driven Fuzzy Inference Systems Development
    Kalibatiene, Diana
    Miliauskaite, Jolanta
    INFORMATICA, 2021, 32 (01) : 85 - 118
  • [7] Visual Language-Aided Construction Fire Safety Planning Approach in Building Information Modeling
    Khan, Numan
    Ali, Ahmed Khairadeen
    Tran, Si Van-Tien
    Lee, Doyeop
    Park, Chansik
    APPLIED SCIENCES-BASEL, 2020, 10 (05):
  • [8] Self-care Behavior Based on Integrated Behavioral Model in Patients With Atrial Fibrillation: A Structural Equation Modeling Approach
    Song, Juhyun
    Shin, Seung Yong
    Kim, Kyunghee
    Son, Youn-Jung
    Kim, Jisu
    Jang, Insil
    WESTERN JOURNAL OF NURSING RESEARCH, 2024, 46 (02) : 114 - 124
  • [9] A Hybrid approach using topic modeling and class-association rule mining for text classification: The case of malware detection
    Kumar, B. Shravan
    Ravi, Vadlamani
    PROCEEDINGS OF 2018 IEEE 17TH INTERNATIONAL CONFERENCE ON COGNITIVE INFORMATICS & COGNITIVE COMPUTING (ICCI*CC 2018), 2018, : 261 - 268
  • [10] Predicting Factors Affecting the Intention to Prepare for Mitigation of Man-Made Fire Disasters in Chonburi Province, Thailand: An Integration of Structural Equation Modeling and Artificial Neural Network Hybrid Approach
    Kusonwattana, Poonyawat
    Ong, Ardvin Kester S.
    Prasetyo, Yogi Tri
    Marinas, Klint Allen
    Yuduang, Nattakit
    Chuenyindee, Thanatorn
    Thana, Kriengkrai
    Persada, Satria Fadil
    Nadlifatin, Reny
    Robas, Kirstien Paola E.
    SUSTAINABILITY, 2022, 14 (22)