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24th International Conference on Human-Computer Interaction, HCII 2022 ; 13521 LNCS:80-91, 2022.
Article in English | Scopus | ID: covidwho-2128468

ABSTRACT

Objective: This paper researches the behavior of ventilator operators from a cognitive perspective. Especially, based on the performance of the operator when an alarm happens, the system is built to support the operator’s decisions. Introduction: Because of Covid-19, more operators were needed who could correctly operate the ventilator. Even inexperienced operators might operate the ventilator. Therefore, training support systems such as simulators that could simulate alarm situations are needed to train operators of the ventilator. An Operations Information Screen (OIS) was created that included logical decisions. The OIS is used to investigate the behavior of the inexperienced operators during ventilator alarms. Methods: The participants are the seven the IG operators in the previous study. The IG operator’s behavior during a ventilator alarm using the OIS is video recorded. The verbal protocol data are also recorded to examine the thinking during the manipulation. After the experiment, the video recordings were reviewed with the participants and interviewed about the reasons for their speeches and behaviors. Results: From the analysis of the behavior and the verbal protocol, it was found to be a logical behavior. And, there was no behavior based on assumptions. An inexperienced operator could use the OIS to experience and learn the decisions of a skilled operator. The OIS could be used for education and training to learn the operating procedures performed by skilled operators in a short period of time. Applications: The results of this study are for alarms with machine side factors. Currently, the operators’ behavior is being analyzed for alarms caused by patient changes, and the OIS is being developed. © 2022, Springer Nature Switzerland AG.

2.
Thematic area Human Interface and the Management of Information, HIMI 2021 Held as Part of the 23rd HCI International Conference, HCII 2021 ; 12765 LNCS:40-48, 2021.
Article in English | Scopus | ID: covidwho-1359866

ABSTRACT

Objective: This paper was studied the behavior of ventilator operators from a cognitive perspective. A model was built from the behavior of the operators, especially when an alarm happened. Introduction: The frequency of ventilator use is increasing due to COVID-19. Thus, there is an increasing need for staff who can manipulate the ventilator appropriately. There is a need for a support system that will enable the operator to manipulate the equipment appropriately for the situation, especially when an alarm happens. Methods: The operator’s behavior during the ventilator alarm was video-recorded. The verbal protocol data were also recorded to examine the thinking during the manipulation. After the experiment, the video recordings were reviewed with the participants and interviewed about the reasons for their speeches and behaviors. Results: As a result of behavioral analysis of each participant, behavioral patterns split into “Skilled Group (SG)” and “Inexperienced Group (IG)” around about 17 s after the alarm happened. From the verbal protocol data and interview data obtained from the experiment, the reasons why the behaviors divided into two groups were analyzed. Based on these results, the cognitive reasons behind the behavior were clarified. In addition, a cognitive model of the operators when a ventilator alarm happens was built. Applications: The results of this research can be applied not only to the manipulation of ventilator alarms, but also to the manipulation of medical equipment, for example, ECMO (Extra Corporeal Membrane Oxygenation). © 2021, Springer Nature Switzerland AG.

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