Measuring Nursing Workload in an Intensive Care Unit Using NGOMSL Model
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作者:
Sreeramakavacham, Sivamanoj
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机构:
Univ Missouri, Ind & Mfg Syst Engn Dept, Columbia, MO 65211 USAUniv Missouri, Ind & Mfg Syst Engn Dept, Columbia, MO 65211 USA
Sreeramakavacham, Sivamanoj
[1
]
Kim, Jung Hyup
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机构:
Univ Missouri, Ind & Mfg Syst Engn Dept, Columbia, MO 65211 USAUniv Missouri, Ind & Mfg Syst Engn Dept, Columbia, MO 65211 USA
Kim, Jung Hyup
[1
]
Despins, Laurel
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机构:
Univ Missouri, Sinclair Sch Nursing, Columbia, MO 65211 USAUniv Missouri, Ind & Mfg Syst Engn Dept, Columbia, MO 65211 USA
Despins, Laurel
[2
]
机构:
[1] Univ Missouri, Ind & Mfg Syst Engn Dept, Columbia, MO 65211 USA
[2] Univ Missouri, Sinclair Sch Nursing, Columbia, MO 65211 USA
来源:
HCI INTERNATIONAL 2019 - LATE BREAKING PAPERS, HCII 2019
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2019年
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11786卷
关键词:
Nursing workload;
RTLS;
Nursing workflow;
Intensive care unit;
D O I:
10.1007/978-3-030-30033-3_32
中图分类号:
TP18 [人工智能理论];
学科分类号:
081104 ;
0812 ;
0835 ;
1405 ;
摘要:
The purpose of this study is to understand the impact on nursing workload due to patient severity and nurse experience by using Natural GOMS Language (NGOMSL) model. To develop the model, a time and motion study was conducted using a real-time location system. After that, the nurse's location and time data were used to develop multiple hierarchical task analysis charts. These HTA charts were used to create the NGOMSL model and identified the ICU nurse's workflow patterns. The analysis results from the NGOMSL model showed that the patient severity and the nurse's experience had significant impacts on nurse's workload for in-room patient care activities, out of room activities, peer support, and talking to other healthcare professionals. This research empirically demonstrates that patient severity and nurse's experience significantly influenced the nursing workload in an intensive care unit, and the NGOMSL model could measure the workload.
机构:
China Med Univ Hosp, Dept Nursing, Taichung, Taiwan
China Med Univ, Dept Nursing, Shenyang, Peoples R ChinaChina Med Univ Hosp, Dept Nursing, Taichung, Taiwan
Chang, Li-Yin
Yu, Hsiu-Hui
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机构:
Taichung Vet Gen Hosp, Dept Nursing, Taichung, TaiwanChina Med Univ Hosp, Dept Nursing, Taichung, Taiwan
机构:
AO San Gerardo, Dipartimento Emergenza & Urgenza, Terapia Intens Gen, Monza, Italy
Univ Milano Bicocca, Milan, ItalyAO San Gerardo, Dipartimento Emergenza & Urgenza, Terapia Intens Gen, Monza, Italy
Lucchini, Alberto
Elli, Stefano
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机构:
AO San Gerardo, Dipartimento Emergenza & Urgenza, Terapia Intens Gen, Monza, Italy
Univ Milano Bicocca, Milan, ItalyAO San Gerardo, Dipartimento Emergenza & Urgenza, Terapia Intens Gen, Monza, Italy
Elli, Stefano
Bambi, Stefano
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h-index: 0
机构:
DAI DEA AOU Careggi, Terapia Intens Emergenza & Trauma, Florence, Italy
Univ Florence, Ric Sci Infermierist, I-50121 Florence, ItalyAO San Gerardo, Dipartimento Emergenza & Urgenza, Terapia Intens Gen, Monza, Italy
Bambi, Stefano
Becattini, Giovanni
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机构:
AUSL 7, Dipartimento Infermierist Ostetr, Siena, ItalyAO San Gerardo, Dipartimento Emergenza & Urgenza, Terapia Intens Gen, Monza, Italy
Becattini, Giovanni
Vanini, Stefania
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机构:
AO San Gerardo, Dipartimento Emergenza & Urgenza, Terapia Intens Gen, Monza, Italy
Univ Milano Bicocca, Milan, ItalyAO San Gerardo, Dipartimento Emergenza & Urgenza, Terapia Intens Gen, Monza, Italy
Vanini, Stefania
Piantanida, Chiara
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机构:
Osped S Antonio Abate, Serv Anestesia & Rianimaz, Gallarate, VA, ItalyAO San Gerardo, Dipartimento Emergenza & Urgenza, Terapia Intens Gen, Monza, Italy
Piantanida, Chiara
Iacca, Cosimo
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h-index: 0
机构:
AO San Gerardo, Dipartimento Emergenza & Urgenza, Terapia Intens Gen, Monza, Italy
Univ Milano Bicocca, Milan, ItalyAO San Gerardo, Dipartimento Emergenza & Urgenza, Terapia Intens Gen, Monza, Italy
Iacca, Cosimo
Sartori, Domenica
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h-index: 0
机构:
AO San Gerardo, Dipartimento Profess Sanit, Dipartimento Emergenza & Urgenza, Monza, ItalyAO San Gerardo, Dipartimento Emergenza & Urgenza, Terapia Intens Gen, Monza, Italy