In what ways are HR analytics and artificial intelligence transforming the healthcare sector?

被引:6
|
作者
Cavanagh, Jillian [1 ]
Pariona-Cabrera, Patricia [1 ,2 ]
Halvorsen, Beni [2 ]
机构
[1] RMIT Univ, Melbourne, Vic, Australia
[2] RMIT Univ, Sch Management, 124 La Trobe St, Melbourne, Vic 3000, Australia
关键词
health care; HR analytics; HR and technology; human resource management;
D O I
10.1111/1744-7941.12392
中图分类号
F24 [劳动经济];
学科分类号
020106 ; 020207 ; 1202 ; 120202 ;
摘要
Our Special Issue is focused on the healthcare sector relevant to the Asia Pacific region, including hospitals, aged care facilities, allied health, doctors, nurses, management and administration staff and all services associated with the healthcare industry. There are a range of issues that impact on healthcare including the growing use of health services during the pandemic, emergency situations, complex forms of technology, worker expectations, work intensification, and government reporting requirements. More research needs to be carried out in these issues as well as social policy, the delivery and quality of patient care, gender in the workplace, disability, and management innovation (Cooke and Bartram, 2015; Human Resource Management, 2015, 54, 711). There are high levels of stress due to staff being overworked and experiencing a lack of coping skills (Pariona-Cabrera et al., 2023; Health Care Management Review, 2023, 48, 42), burnout manifestations through emotional exhaustion (Maslach, 2017; Consulting Psychology Journal: Practice and Research, 2017, 69, 143) which often result in intention to leave (Holland et al., 2019; Applied Nursing Research, 2019, 49, 70; Pariona-Cabrera, Cavanagh and Bartram, 2020; Journal of Advanced Nursing, 2020, 76, 1581; Shao et al., 2023; Human Resource Management Journal, 2023, 33,187). In Australia, more than 70% of 366,000 nurses working in aged care facilities have reported at least one experience of workplace violence during the previous 12 months including physical and verbal violence from residents, relatives, and visitors (Schablon et al., 2018; International Journal of Environmental Research and Public Health, 2018, 15, 1274). There are too many managers who rely on underdeveloped HR processes and outdated management perceptions to make decisions about the well-being of healthcare staff. Countries in the Asia-Pacific region are actively seeking partnership projects and new ways to enhance the performance of healthcare staff and their organisations. We have touched on broad issues here and argue it is possible some of the answers can be found in the use of HR analytics and artificial intelligence (AI).
引用
收藏
页码:785 / 793
页数:9
相关论文
共 50 条
  • [1] HR Analytics and Artificial Intelligence - Transforming Human Resource Management
    Arora, Meenal
    Prakash, Anshika
    Mittal, Amit
    Singh, Swati
    2021 INTERNATIONAL CONFERENCE ON DECISION AID SCIENCES AND APPLICATION (DASA), 2021,
  • [2] Transforming healthcare with big data analytics and artificial intelligence: A systematic mapping study
    Mehta, Nishita
    Pandit, Anil
    Shukla, Sharvari
    JOURNAL OF BIOMEDICAL INFORMATICS, 2019, 100
  • [3] Artificial intelligence in the healthcare sector - a guide
    Brogger, Helga Maria Bergem
    Vallevik, Vibeke Binz
    Babic, Aleksandar
    Agafonov, Oleg
    Bach, Tita Alissa
    Hallock, Harry
    Alagaratnam, Sharmini
    TIDSSKRIFT FOR DEN NORSKE LAEGEFORENING, 2023, 143 (14) : 1204 - 1207
  • [4] Transforming simulation in healthcare to enhance interprofessional collaboration leveraging big data analytics and artificial intelligence
    Guraya, Salman Yousuf
    BMC MEDICAL EDUCATION, 2024, 24 (01)
  • [5] Explaining artificial intelligence with visual analytics in healthcare
    Ooge, Jeroen
    Stiglic, Gregor
    Verbert, Katrien
    WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY, 2022, 12 (01)
  • [6] Artificial intelligence: transforming cardiovascular healthcare in Africa
    Ashinze, Patrick
    Akande, Eniola
    Bethrand, Chukwu
    Obafemi, Eniola
    David, Olafisoye-Oragbade Oluwatosin
    Akobe, Suleiman Nasiru
    Joyce, Ndubuisi Onyinyechukwu
    Izuchukwu, Obidiegwu Jonathan
    Okoro, Ngozi Peace
    EGYPTIAN HEART JOURNAL, 2024, 76 (01):
  • [7] Application of Artificial Intelligence Techniques in Healthcare Data Analytics
    Gancheva, Veska
    Lazarova, Milena
    Vetova, Stella
    Sharabov, Maksim
    Tsochev, Georgi
    BIOINFORMATICS AND BIOMEDICAL ENGINEERING, PT I, IWBBIO 2024, 2024, 14848 : 305 - 317
  • [8] The Role of Artificial Intelligence (AI) in Healthcare Data Analytics
    Nguyen, Tu N.
    Nguyen, Nam P.
    Savaglio, Claudio
    Zhang, Ying
    Dumba, Braulio
    INTERNATIONAL JOURNAL ON ARTIFICIAL INTELLIGENCE TOOLS, 2021, 30 (06N08)
  • [9] Transforming ENT Healthcare: Advancements and Implications of Artificial Intelligence
    Pandey, Ayushmaan
    Kaur, Jagdeep
    Kaushal, Darwin
    INDIAN JOURNAL OF OTOLARYNGOLOGY AND HEAD & NECK SURGERY, 2024, : 4986 - 4996
  • [10] Data's big three: how learning health systems, artificial intelligence and predictive analytics are transforming healthcare
    Butler-Henderson, Kerryn
    Arabi, Salma
    Wang, Wei
    BMJ HEALTH & CARE INFORMATICS, 2025, 32 (01)