IDEAS home Printed from https://ideas.repec.org/a/eee/epplan/v99y2023ics0149718923000976.html
   My bibliography  Save this article

Exploring the critical factors influencing the outlying island talent recruitment and selection evaluation model: Empirical evidence from Penghu, Taiwan

Author

Listed:
  • Tsai, Pei-Hsuan
  • Kao, Ya-Ling
  • Kuo, Szu-Yu

Abstract

The declining birth rate, population ageing and the outbound migration of young people in recent years have created obstacles for local companies in recruiting skilled personnel. Similar factors have also affected recruitment in the outlying island of Penghu, Taiwan. Multiple-attribute decision-making (MADM) techniques for evaluation model development were incorporated in the present research to investigate the key determinants of talent recruitment by the coffee house operators in the outlying island of Penghu. The decision-making trial and evaluation laboratory (DEMATEL) approach was first implemented to (i) examine the extent of mutual impact between evaluation predictors and (ii) develop an influential network relation map (NRM) for indicator and sub-indicator assessments. Subsequently, the DEMATEL-based analytic network process (DANP) technique was utilised to compute the weights of every indicator and sub-indicator. Additionally, the modified VlseKriterijumska Optimizcija I Kaompromisno Resenje or VIKOR (in Serbian) approach evaluated every indicator and sub-indicator performance gap for empirical data analysis with suggested conclusions and recommendations. The results showed that the first dimension that should be improved is past experience, followed by personality traits and professional competence, according to the causal diagram of the NRM. The weights acquired through the DANP indicated that professional competence was the most influential dimension, followed by personality traits, whereas past experience was the least influential. Past experience revealed that the highest gap value is the most important for development if coffee house operators want to attain the appropriate levels. Finally, the theoretical, managerial, and practical implications were discussed. Notably, the research outcomes could optimise talent recruitment, establish appropriate talent recruitment methods for coffee house operators, and enhance the human resource quality in the outlying island of Penghu.

Suggested Citation

  • Tsai, Pei-Hsuan & Kao, Ya-Ling & Kuo, Szu-Yu, 2023. "Exploring the critical factors influencing the outlying island talent recruitment and selection evaluation model: Empirical evidence from Penghu, Taiwan," Evaluation and Program Planning, Elsevier, vol. 99(C).
  • Handle: RePEc:eee:epplan:v:99:y:2023:i:c:s0149718923000976
    DOI: 10.1016/j.evalprogplan.2023.102320
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0149718923000976
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.evalprogplan.2023.102320?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Alptekin Ulutaş & Gabrijela Popovic & Dragisa Stanujkic & Darjan Karabasevic & Edmundas Kazimieras Zavadskas & Zenonas Turskis, 2020. "A New Hybrid MCDM Model for Personnel Selection Based on a Novel Grey PIPRECIA and Grey OCRA Methods," Mathematics, MDPI, vol. 8(10), pages 1-14, October.
    2. Sony, Michael & Mekoth, Nandakumar, 2016. "The relationship between emotional intelligence, frontline employee adaptability, job satisfaction and job performance," Journal of Retailing and Consumer Services, Elsevier, vol. 30(C), pages 20-32.
    3. Abbas Mardani & Ahmad Jusoh & Khalil MD Nor & Zainab Khalifah & Norhayati Zakwan & Alireza Valipour, 2015. "Multiple criteria decision-making techniques and their applications – a review of the literature from 2000 to 2014," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 28(1), pages 516-571, January.
    4. Sarfaraz Hashemkhani Zolfani & Nahid Rezaeiniya & Mohammad Hasan Aghdaie & Edmundas Kazimieras Zavadskas, 2012. "Quality Control Manager Selection Based on AHP- COPRAS-G Methods: A Case in Iran," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 25(1), pages 72-86, January.
    5. Chen, Lihong & Ren, Jingzheng, 2018. "Multi-attribute sustainability evaluation of alternative aviation fuels based on fuzzy ANP and fuzzy grey relational analysis," Journal of Air Transport Management, Elsevier, vol. 68(C), pages 176-186.
    6. Pei-Hsuan Tsai & Chin-Tsai Lin, 2018. "How Should National Museums Create Competitive Advantage Following Changes in the Global Economic Environment?," Sustainability, MDPI, vol. 10(10), pages 1-20, October.
    7. Mubarik, Muhammad Shujaat & Kazmi, Syed Hasnain Alam & Zaman, Syed Imran, 2021. "Application of gray DEMATEL-ANP in green-strategic sourcing," Technology in Society, Elsevier, vol. 64(C).
    8. Chun-Cheng Hsu & Yi-Shian Lee, 2014. "Exploring the Critical Factors Influencing the Quality of Blog Interfaces Using the Decision-Making Trial and Evaluation Laboratory (DEMATEL) Method," Behaviour and Information Technology, Taylor & Francis Journals, vol. 33(2), pages 184-194, February.
    9. Opricovic, Serafim & Tzeng, Gwo-Hshiung, 2007. "Extended VIKOR method in comparison with outranking methods," European Journal of Operational Research, Elsevier, vol. 178(2), pages 514-529, April.
    10. Yuan-Wei Du & Wen Zhou, 2019. "DSmT-Based Group DEMATEL Method with Reaching Consensus," Group Decision and Negotiation, Springer, vol. 28(6), pages 1201-1230, December.
    11. Qi Song & Yi Wang & Yang Chen & Jose Benitez & Jiang Hu, 2019. "Impact of the usage of social media in the workplace on team and employee performance," Post-Print hal-02159305, HAL.
    12. Lai, Yi-Ling & Ishizaka, Alessio, 2020. "The application of multi-criteria decision analysis methods into talent identification process: A social psychological perspective," Journal of Business Research, Elsevier, vol. 109(C), pages 637-647.
    13. Golovko, Dimitri & Schumann, Jan H., 2019. "Influence of company Facebook activities on recruitment success," Journal of Business Research, Elsevier, vol. 104(C), pages 161-169.
    14. Montero Guerra, José Manuel & Danvila-del-Valle, Ignacio & Méndez Suárez, Mariano, 2023. "The impact of digital transformation on talent management," Technological Forecasting and Social Change, Elsevier, vol. 188(C).
    15. Guang-Bin Qu & Tian-Yu Zhao & Bo-Wei Zhu & Gwo-Hshiung Tzeng & Shan-Lin Huang, 2019. "Use of a Modified DANP-mV Model to Improve Quality of Life in Rural Residents: The Empirical Case of Xingshisi Village, China," IJERPH, MDPI, vol. 16(1), pages 1-22, January.
    16. Sheng-Li Si & Xiao-Yue You & Hu-Chen Liu & Ping Zhang, 2018. "DEMATEL Technique: A Systematic Review of the State-of-the-Art Literature on Methodologies and Applications," Mathematical Problems in Engineering, Hindawi, vol. 2018, pages 1-33, January.
    17. Cui, Li & Chan, Hing Kai & Zhou, Yizhuo & Dai, Jing & Lim, Jia Jia, 2019. "Exploring critical factors of green business failure based on Grey-Decision Making Trial and Evaluation Laboratory (DEMATEL)," Journal of Business Research, Elsevier, vol. 98(C), pages 450-461.
    18. Dursun Delen & Oleksandr Dorokhov & Liudmyla Dorokhova & Hasan Dinçer & Serhat Yüksel, 2020. "Balanced scorecard-based analysis of customer expectations for cosmetology services: a hybrid decision modeling approach," Journal of Management Analytics, Taylor & Francis Journals, vol. 7(4), pages 532-563, October.
    19. Kucherov, Dmitry G. & Tsybova, Victoria S. & Yu. Lisovskaia, Antonina & Alkanova, Olga N., 2022. "Brand orientation, employer branding and internal branding: Do they effect on recruitment during the COVID-19 pandemic?," Journal of Business Research, Elsevier, vol. 151(C), pages 126-137.
    20. Arthur J. Lin & Hai-Yen Chang & Sun-Weng Huang & Gwo-Hshiung Tzeng, 2021. "Criteria affecting Taiwan wealth management banks in serving high-net-worth individuals during COVID-19: a DEMATEL approach," Journal of Financial Services Marketing, Palgrave Macmillan, vol. 26(4), pages 274-294, December.
    21. Wu, Cheng-Ru & Lin, Chin-Tsai & Tsai, Pei-Hsuan, 2010. "Evaluating business performance of wealth management banks," European Journal of Operational Research, Elsevier, vol. 207(2), pages 971-979, December.
    22. Tsai, Pei-Hsuan, 2020. "Strategic evaluation criteria to assess competitiveness of the service industry in Taiwan," Journal of Policy Modeling, Elsevier, vol. 42(6), pages 1287-1309.
    23. Washika Haak-Saheem, 2020. "Talent management in Covid-19 crisis: how Dubai manages and sustains its global talent pool," Asian Business & Management, Palgrave Macmillan, vol. 19(3), pages 298-301, July.
    24. Konstantinos Petridis & Georgios Drogalas & Eleni Zografidou, 2021. "Internal auditor selection using a TOPSIS/non-linear programming model," Annals of Operations Research, Springer, vol. 296(1), pages 513-539, January.
    25. Pei-Jian Lin & Yih-Chearng Shiue & Gwo-Hshiung Tzeng & Shan-Lin Huang, 2019. "Developing a Sustainable Long-Term Ageing Health Care System Using the DANP-mV Model: Empirical Case of Taiwan," IJERPH, MDPI, vol. 16(8), pages 1-33, April.
    26. Tsai, Pei-Hsuan & Lin, Guan-Yi & Zheng, Yu-Lin & Chen, Yi-Chong & Chen, Pao-Zhen & Su, Zheng-Cheng, 2020. "Exploring the effect of Starbucks' green marketing on consumers' purchase decisions from consumers’ perspective," Journal of Retailing and Consumer Services, Elsevier, vol. 56(C).
    27. Tsai, Pei-Hsuan & Wang, Ying-Wei & Yeh, Hsin-Jang, 2021. "An evaluation model for the development of more humane correctional institutions: Evidence from Penghu Prison," Evaluation and Program Planning, Elsevier, vol. 89(C).
    28. Jongsik Yu & Linda Heejung Lho & Heesup Han, 2022. "Corporate social responsibility (environment, product, diversity, employee, and community) and the hotel employees' job performance: Exploring the role of the employment types," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 29(5), pages 1825-1838, September.
    29. Opricovic, Serafim & Tzeng, Gwo-Hshiung, 2004. "Compromise solution by MCDM methods: A comparative analysis of VIKOR and TOPSIS," European Journal of Operational Research, Elsevier, vol. 156(2), pages 445-455, July.
    30. Lawley, Meredith & Birch, Dawn & Johnson, Lucy, 2016. "Changing purchasing habits through non-monetary point of sale strategies: The case of Australian oysters," Journal of Retailing and Consumer Services, Elsevier, vol. 33(C), pages 194-201.
    31. Liu, Chui-Hua & Tzeng, Gwo-Hshiung & Lee, Ming-Huei, 2012. "Improving tourism policy implementation – The use of hybrid MCDM models," Tourism Management, Elsevier, vol. 33(2), pages 413-426.
    32. Amankwah-Amoah, Joseph, 2020. "Talent Management and Global Competition for Top Talent: A Co-Opetition-Based Perspective," MPRA Paper 101113, University Library of Munich, Germany.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Tsai, Pei-Hsuan & Kao, Ya-Ling & Tang, Jia-Wei, 2023. "Key factors influencing mass willingness to use CESPs under green concept: ECOCO smart recyclers as a case study," Technological Forecasting and Social Change, Elsevier, vol. 195(C).
    2. Tsai, Pei-Hsuan & Chen, Chih-Jou, 2021. "Entertainment in retailing: Challenges and opportunities in the TV game console industry," Journal of Retailing and Consumer Services, Elsevier, vol. 60(C).
    3. Tsai, Pei-Hsuan & Wang, Ying-Wei & Kao, Hui-Shu, 2022. "Applying DEMATEL-ANP approach to explore the intention to hold roadside wedding banquets in Penghu: A consumers’ perspective," Evaluation and Program Planning, Elsevier, vol. 95(C).
    4. Pei-Hsuan Tsai & Chih-Jou Chen & Ho-Chin Yang, 2021. "Using Porter’s Diamond Model to Assess the Competitiveness of Taiwan’s Solar Photovoltaic Industry," SAGE Open, , vol. 11(1), pages 21582440209, January.
    5. Pei-Hsuan Tsai & Chih-Jou Chen & Jia-Wei Tang, 2021. "Key Factors Influencing Talent Retention and Turnover in Convenience Stores: A Comparison of Managers’ and Employees’ Perspectives," SAGE Open, , vol. 11(4), pages 21582440211, December.
    6. Tsai, Pei-Hsuan & Wang, Ying-Wei & Chang, Wen-Chang, 2023. "Hybrid MADM-based study of key risk factors in house-for-pension reverse mortgage lending in Taiwan's banking industry," Socio-Economic Planning Sciences, Elsevier, vol. 86(C).
    7. Tsai, Pei-Hsuan & Tang, Jia-Wei, 2023. "Consumers' switching intention towards E-commerce platforms’ store-to-store pickup services: The application of the extended PPM model," Journal of Retailing and Consumer Services, Elsevier, vol. 75(C).
    8. Lin, Sheng-Hau & Zhang, Hejie & Li, Jia-Hsuan & Ye, Cheng-Zhou & Hsieh, Jing-Chzi, 2022. "Evaluating smart office buildings from a sustainability perspective: A model of hybrid multi-attribute decision-making," Technology in Society, Elsevier, vol. 68(C).
    9. Tsai, Pei-Hsuan & Tang, Jia-Wei & Chen, Chih-Jou, 2022. "Partnerships that go places: How to successfully market products from vendor partners at retail stores from the vendors’ perspective," Journal of Retailing and Consumer Services, Elsevier, vol. 64(C).
    10. Lin, Sheng-Hau & Zhao, Xiaofeng & Wu, Jiuxing & Liang, Fachao & Li, Jia-Hsuan & Lai, Ren-Ji & Hsieh, Jing-Chzi & Tzeng, Gwo-Hshiung, 2021. "An evaluation framework for developing green infrastructure by using a new hybrid multiple attribute decision-making model for promoting environmental sustainability," Socio-Economic Planning Sciences, Elsevier, vol. 75(C).
    11. Kuang-Hua Hu & Wei Jianguo & Gwo-Hshiung Tzeng, 2017. "Risk Factor Assessment Improvement for China’s Cloud Computing Auditing Using a New Hybrid MADM Model," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 16(03), pages 737-777, May.
    12. Lin, Sheng-Hau & Huang, Xianjin & Fu, Guole & Chen, Jia-Tsong & Zhao, Xiaofeng & Li, Jia-Hsuan & Tzeng, Gwo-Hshiung, 2021. "Evaluating the sustainability of urban renewal projects based on a model of hybrid multiple-attribute decision-making," Land Use Policy, Elsevier, vol. 108(C).
    13. Shu-Kung Hu & James J. H. Liou & Ming-Tsang Lu & Yen-Ching Chuang & Gwo-Hshiung Tzeng, 2018. "Improving NFC Technology Promotion for Creating the Sustainable Education Environment by Using a Hybrid Modified MADM Model," Sustainability, MDPI, vol. 10(5), pages 1-24, April.
    14. Tsai Chi Kuo & Chia-Wei Hsu & Jie-Ying Li, 2015. "Developing a Green Supplier Selection Model by Using the DANP with VIKOR," Sustainability, MDPI, vol. 7(2), pages 1-29, February.
    15. Chui-Hua Liu, 2020. "Strategies of Managing Coach Driver Job Stress for Sustainable Coach Tourism Industry—The Use of DANP-V Model," Sustainability, MDPI, vol. 12(9), pages 1-20, May.
    16. Chia-Wei Hsu & Tsai-Chi Kuo & Guey-Shin Shyu & Pi-Shen Chen, 2014. "Low Carbon Supplier Selection in the Hotel Industry," Sustainability, MDPI, vol. 6(5), pages 1-27, May.
    17. Tsai, Pei-Hsuan & Wang, Ying-Wei & Yeh, Hsin-Jang, 2021. "An evaluation model for the development of more humane correctional institutions: Evidence from Penghu Prison," Evaluation and Program Planning, Elsevier, vol. 89(C).
    18. Qun Zhao & Pei-Hsuan Tsai & Jin-Long Wang, 2019. "Improving Financial Service Innovation Strategies for Enhancing China’s Banking Industry Competitive Advantage during the Fintech Revolution: A Hybrid MCDM Model," Sustainability, MDPI, vol. 11(5), pages 1-29, March.
    19. Yupeng Liu & Yutao Yang & Yue Liu & Gwo-Hshiung Tzeng, 2019. "Improving Sustainable Mobile Health Care Promotion: A Novel Hybrid MCDM Method," Sustainability, MDPI, vol. 11(3), pages 1-29, January.
    20. Yu-Sheng Kao & Kazumitsu Nawata & Chi-Yo Huang, 2019. "Evaluating the Performance of Systemic Innovation Problems of the IoT in Manufacturing Industries by Novel MCDM Methods," Sustainability, MDPI, vol. 11(18), pages 1-33, September.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:epplan:v:99:y:2023:i:c:s0149718923000976. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/evalprogplan .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.