Does an Abstract Weld Pool Visualization Help Novice Welders Assess the Performance of a Weldbot?

Author(s):  
Travis M. Kent ◽  
Bo Fu ◽  
Brittany D. Walls ◽  
Will Seidelman ◽  
M.A. Sublette ◽  
...  

The domain of welding recently has seen the introduction of numerous potential aids to the practitioners who monitor welding robots (“welbots”) or perform welds themselves. One such aid is the visual augmentation or visualization of particular weld pool parameters. The purpose of this study was to examine the potential effects of a simple, geometric weld pool visualization on the ability of novice welders to relate what they witnessed in welding videos to the completed welds on physically-present pipes (a situation awareness outcome). In addition to participants’ accuracies on the situation awareness measure, perceived usability and subjective workload were also assessed. There was no reliable benefit for the augmented condition compared to the raw, unedited video condition. The results may indicate a task specificity for the type of augmentation utilized or possible limitations of the current rendering methods.

1988 ◽  
Vol 32 (2) ◽  
pp. 162-163 ◽  
Author(s):  
Mark Nataupsky ◽  
Alan T. Pope ◽  
Mary L. McManus ◽  
Daniel X. Burdette

With the advent of digital avionics and cathode ray tube (CRT) displays, the use of computer-generated flight displays has become increasingly prevalent in both commercial and military cockpits. These flight displays, however, typically are renditions of the electromechanical displays that are being replaced. But there is great potential for display enhancement and integration through formats such as pictorial, real-world formats that could enhance situation awareness and reduce crew workload. This study had as its objective the exploration of workload measures in conjunction with a larger study of a computer-generated, integrated pictorial primary flight display presented in stereo and non-stereo modes. Of interest in the workload aspect of the study was the ability to differentiate workload attendant with use of several versions of the pictorial display having alternate implementations of 3-D symbology cues, presented in stereo and non-stereo modes. Both physiological and subjective measures were used with a pilot-in-the-loop flight simulation task. The physiological measure was visually-evoked brain wave potentials; the subjectve measure was the Subjective Workload Assessment Technique (SWAT) (Reid, Shingledecker, and Eggemeier, 1981a and Reid, Shingledecker, Clark, and Eggemeier, 1981b). A number of physiological studies have demonstrated the relationship of the P300 component of event-related brain potentials to controlled stimuli (e.g., Zacharias, 1988). Further physiological studies by Kramer, Donchin, and Wickens (In Press) have shown that the amplitude of the P300 can be related to levels of pilot workload. The SWAT is a validated measure of subjective workload. Nataupsky and Abbott (1987) used SWAT to differentiate levels of a pilot's perception of workload in a piloted simulator flight task. The workload portion of the study was accomplished in the following manner. Pilots were initialized on the nominal flight path (as defined within the pictorial display). After approximately 2 seconds, they were suddenly offset to one of eight positions. The sudden display shift was the stimulus to which pilots had been asked to respond with control inputs and was the trigger for the visually-evoked response. Thus, contrary to previous studies conducted at Langley which used secondary tasks to elicit evoked potentials, this study had the primary task as the trigger for the evoked response. The pilots' task was to make the initial pitch and/or roll input necessary to correct back to the nominal flight path. Data was collected on 216 trials for each of eight Air Force pilots. Analysis of the workload data is in progress.


Author(s):  
Kimberly Stowers ◽  
Nicholas Kasdaglis ◽  
Olivia Newton ◽  
Shan Lakhmani ◽  
Ryan Wohleber ◽  
...  

We evaluated the usability and utility of an unmanned vehicle management interface that was developed based on the Situation awareness–based Agent Transparency model. We sought to examine the effect of increasing levels of agent transparency on operator task performance and perceived usability of the agent. Usability and utility were assessed through flash testing, a focus group, and experimental testing. While usability appeared to decrease with the portrayal of uncertainty, operator performance and reliance on key parts of the interface increased. Implications and next steps are discussed.


Author(s):  
Shayne Loft ◽  
Lisa Jooste ◽  
Yanqi Ryan Li ◽  
Timothy Ballard ◽  
Samuel Huf ◽  
...  

Objective: Examine the extent to which subjective workload and situation awareness (SA) can predict variance in performance at the between- and within-person levels of analysis in a simulated submarine track management task. Background: SA and workload are crucial constructs in human factors that are conceptualized as states that change within individuals over time. Thus, a change in an individual’s subjective workload or SA over the course of performing a task should be predictive of their subsequent performance (within-person effects). However, there is little empirical evidence for this. Method: Participants monitored displays to track the behaviors of contacts in relationship to their own ship (Ownship) and landmarks. The Situational Awareness Global Assessment Technique measured SA, and the Air Traffic Workload Input Technique measured subjective workload. Results: When a participant’s subjective workload rating increased, their subsequent performance decreased, but there was no evidence for within-person effects of SA on performance. We replicated prior between-person level effects of SA; participants with higher SA performed better than those with lower SA. Conclusion: Change in an individual’s subjective workload rating (but not SA) was predictive of their subsequent performance. Because an increase in SA should increase the extent to which operators hold the knowledge required to perform subsequent tasks, further research is required to examine SA effects on performance at the within-person level. Application: Adapting automation is more likely to produce optimal outcomes if based on measurement of operator states that predict future task performance, such as workload.


2016 ◽  
Vol 32 (1) ◽  
pp. 17-38 ◽  
Author(s):  
Florian Schmitz ◽  
Karsten Manske ◽  
Franzis Preckel ◽  
Oliver Wilhelm

Abstract. The Balloon-Analogue Risk Task (BART; Lejuez et al., 2002 ) is one of the most popular behavioral tasks suggested to assess risk-taking in the laboratory. Previous research has shown that the conventionally computed score is predictive, but neglects available information in the data. We suggest a number of alternative scores that are motivated by theories of risk-taking and that exploit more of the available data. These scores can be grouped around (1) risk-taking, (2) task performance, (3) impulsive decision making, and (4) reinforcement sequence modulation. Their theoretical rationale is detailed and their validity is tested within the nomological network of risk-taking, deviance, and scholastic achievement. Two multivariate studies were conducted with youths (n = 435) and with adolescents/young adults (n = 316). Additionally, we tested formal models suggested for the BART that decompose observed behavior into a set of meaningful parameters. A simulation study with parameter recovery was conducted, and the data from the two studies were reanalyzed using the models. Most scores were reliable and differentially predictive of criterion variables and may be used in basic research. However, task specificity and the generally moderate validity do not warrant use of the experimental paradigm for diagnostic purposes.


2004 ◽  
Author(s):  
Parsa Mirhaji ◽  
S. Lillibridge ◽  
R. Richesson ◽  
J. Zhang ◽  
J. Smith

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