Space Administration Task Load Index Research Articles

New generation endoscopic closure devices for full-thickness defects: a comparative pre-clinical study (with videos).

Endoscopic closure techniques are effective and safe in the management of transmural gastrointestinal defects. However, there is a paucity of data regarding their comparative effectiveness. This study aimed to compare the efficacy and safety of several new-generation, endoscopic closure devices in a pre-clinical model. We evaluated five commercially available devices: a through-the-scope clip (TTSC), an anchor-pronged TTSC, a suturing device, helical tacking system, and over-the-scope clip. We tested closure strength using an ex-vivo porcine model. Next, live animals underwent 15mm gastric and colonic perforations followed by immediate endoscopic closure with one of the devices. We assessed technical success, 7-day survival, time to complete closure, and National Aeronautical and Space Administration Task Load Index (NASA-TLX) task load index. A total of 60 ex-vivo closures were conducted (12 per device). The suturing device achieved a higher closure strength than all other devices (P < 0.05 for all comparisons). Technical success was achieved in 80% of cases, and 9 of 10 animals (90%) survived to 7days post-closure. The mean procedure time for the suturing device was longer than all other devices (P < 0.05 for all comparisons). The mean procedure time for the anchor-pronged TTSC was also faster than over-the-scope clip (P = 0.04). The total endoscopist NASA-TLX score for the suturing device and helical system were greater than all other devices (P < 0.05 for all comparisons). Each closure device varies significantly in closure strength, closure time, and ease of use. Optimal device selection will depend on defect size, anatomic location, the viability of the surrounding tissue, and endoscopist/technician expertise.

Robot-assisted radical nephroureterectomy using the KangDuo Surgical Robot-01 System versus the da Vinci System: a multicenter prospective randomized controlled trial.

We aim to compare the safety and effectiveness of the KangDuo (KD)-Surgical Robot-01 (KD-SR-01) system and the da Vinci (DV) system for robot-assisted radical nephroureterectomy (RARNU). This multicenter prospective randomized controlled trial was conducted between March 2022 and September 2023. Group 1 included 29 patients undergoing KD-RARNU. Group 2 included 29 patients undergoing DV-RARNU. Patient demographic and clinical characteristics, perioperative data, and follow-up outcomes were collected prospectively and compared between the two groups. There were no significant differences in patient baseline demographic and preoperative characteristics between the two groups. The success rates in both groups were 100% without conversion to open or laparoscopic surgery or positive surgical margins. No significant difference was observed in docking time [242 (120-951) s vs 253 (62-498) s, P = 0.780], console time [137 (55-290) min vs 105 (62-220) min, P = 0.114], operative time [207 (121-460) min vs 185 (96-305) min, P = 0.091], EBL [50 (10-600) mL vs 50 (10-700) mL, P = 0.507], National Aeronautics and Space Administration Task Load Index scores, and postoperative serum creatinine levels between the two groups. None of the patients showed evidence of distant metastasis, local recurrence, or equipment-related adverse events during the four-week follow-up. One (3.4%) patient in Group 2 experienced postoperative enterovaginal and enterovesical fistulas (Clavien-Dindo grade III). The KD-SR-01 system is safe and effective for RARNU compared to the DV Si or Xi system. Further randomized controlled studies with larger sample sizes and longer durations are required.

Analisis Beban Kerja Mental Mahasiswa Terhadap Sistem Perkuliahan Daring dengan Metode NASA-TLX

The Covid-19 pandemic has posed a challenge to the use of technology in the education sector in Indonesia. This situation has made university students independent learners through online classes. In the beginning of Covid-19 the students at Udayana University have implemented online learning. In this context, students are required to understand the course material and complete assignments as part of learning evaluation, thus creating a distinct workload, including mental workload. To determine the extent of the students' mental workload, measurements were conducted using the NASA-TLX (National Aeronautics and Space Administration Task Load Index) method with 6 indicators. The measurement indicators were based on quantitative courses. This study involved 40 respondents who were students of the Industrial Engineering Study Program at Udayana University. The results showed that the mental workload on students was quite high, as evidenced by 23 out of 40 students in the synchronous method group and quantitative courses having a high WWL (Workload Weighting Level) classification. A high WWL classification was also shown in the asynchronous method group, with 26 students or 65%.

Influence of Distraction Factors on Performance in Laparoscopic Surgery in Immersive Virtual Reality: Study Protocol of a Cross-Over Trial in Medical Students and Residents-DisLapVR.

Working in an operating room (OR) is physically and mentally challenging: the operation itself demands the surgeon's full attention, while time and cost efficiency constraints, daily planning, and emergency care interfere with the procedure. Thus, multitasking becomes an integral surgical competence. This study aims to examine the effect of disruptions during surgery in a highly immersive virtual reality (IVR) operation environment combined with a virtual reality (VR) laparoscopy simulator. This study aims to identify distractions in the OR and their importance in the clinical setting. An IVR environment was created using a high-resolution, stereoscopic 360° video of the OR. Different distractions were identified, classified as auditory, visual, or audio-visual, and recorded accordingly. The surrounding was combined with a VR laparoscopic simulator. Participants-medical students and surgical residents-received proficiency-based training in basic laparoscopic skills and were blinded to the aim of the experiment. Following a cross-over design, each participant received a unique order of virtual distraction factors while performing tasks on the laparoscopic simulator. During the experiment, subjective passing of time, stress, heart rate, and visually induced motion sickness are recorded. After the experiment, validated questionnaires for usability, immersion, and stress were completed, as well as subjective evaluation of the distractions. The questionnaires used included the system usability scale, Self-Assessment Manikin score, National Aeronautics and Space Administration Task Load Index, and the immersion rating scale as described by Nichols. Performance in the laparoscopic tasks in relation to distractions will be evaluated by the Wilcoxon test and ANOVA for continuous variables. Subgroup analyses in regard to age, gender, and expertise (medical students vs surgical residents) are planned. The described trial started in August 2022 and is ongoing. By July 2024, a total of 30 medical students and 9 surgeons have completed the study. We present a study protocol aiming to identify the impact of different disruptions in OR during laparoscopic training in IVR. Hence, it may lead to an improved awareness of distractions and facilitate accommodations toward an improved work environment. Prior research leads to the hypothesis that the performance of a more experienced surgeon is less impacted by distractions than the performance of inexperienced surgeons and medical students. Furthermore, we investigate which type of distraction has the largest impact on performance. With this knowledge, specific multitasking training can be devised, which may be particularly useful in medical education, for which VR might play a leading role. Additionally, workplace surroundings in the OR can be optimized with this knowledge. German Registry for Clinical Trials DRKS00030033; https://drks.de/search/en/trial/DRKS00030033. DERR1-10.2196/59014.

Perceptions of Cognitive Load and Workload in Nurse Handoffs: A Comparative Study Across Differing Patient-Nurse Ratios and Acuity Levels.

Medical errors, often resulting from miscommunication and cognitive lapses during handoffs, account for numerous preventable deaths and patient harm annually. This research examined nurses' perceived workload and cognitive load during handoffs on hospital units with varying patient acuity levels and patient-nurse ratios. Conducted at a southeastern US medical facility, the study analyzed 20 handoff dyads using the National Aeronautics and Space Administration Task Load Index to measure perceived workload and cognitive load. Linear regressions revealed significant associations between patient acuity levels, patient-nurse ratios, and National Aeronautics and Space Administration Task Load Index subscales, specifically mental demand (P = .007) and performance (P = .008). Fisher exact test and Wilcoxon rank sum test showed no significant associations between these factors and nurses' roles (P > .05). The findings highlight the need for targeted interventions to manage workload and cognitive load, emphasizing standardized handoff protocols and technological aids. The study underscores the variability in perceived workload and cognitive load among nurses across different units. Medical-surgical units showed higher cognitive load, indicating the need for improved workload management strategies. Despite limitations, including the single-center design and small sample size, the study provides valuable insights for enhancing handoff communications and reducing medical errors.

Relationship of workload with fatigue and sleep quality in female exercisers

Fatigue is a critical issue for female exercisers that may lead to medical errors, degradation in performance, decreased mental acuity, and social problems. Poor sleep quality is also a contributing factor to the fatigue experienced by female exercisers. Overwork is a factor causing poor sleep quality in female exercisers. The present study aimed to investigate the relationship between workload, fatigue, and sleep quality among female exercisers in the Sleman Regency District. A cross-sectional study was conducted from December 2023 to March 2024 using a self-reported questionnaire. The questionnaire included the Workload questionnaire adapted from the National Aeronautics and Space Administration Task Load Index, the Leeds Sleep Evaluation Questionnaire (LSEQ), and the Subjective Self Rating of Fatigue Assessment Scale (FAS) from the WHO Quality of Life Assessment Instrument (WHOQOL-EF) with 200 respondents in Sleman Regency. The PLS equation model was used to analyze the relationship between workload, sleep quality, fatigue, and the indicators of each instrument. The results showed that female exercisers who were over 40 years old, had children at home, had informal work, did daily exercise in the evening, and had a work schedule in the night had a higher risk of fatigue and poorer sleep quality than those below 40 years old who didn’t have children at home, had formal work, did daily exercise in the morning, and had a work schedule in the morning. A subjective self-rating test was used to measure fatigue, sleep quality, and workload. The training load and intensity of exercise programs influenced fatigue levels, which affected sleep quality. Female exercisers may face challenges balancing exercise with other commitments, such as family responsibilities, leading to overtraining and fatigue. The PLS model test showed a significant relationship between sleep quality and the level of perceived fatigue (p-value = 0.000). Workload significantly impacts sleep quality and fatigue risk in female exercisers. Therefore, managing workload is crucial to improving sleep quality and reducing fatigue risk.

Tele-education in point-of-care ultrasound training

BackgroundTraditionally, ultrasound skills have been taught through a one-on-one approach, where instructors physically guide learners’ hands at the bedside or in the workshop. However, this method is frequently challenged by scheduling and cost limitations. Our objective was to create a tele-education model for point-of-care ultrasound training and evaluate its effectiveness and its impact on learners’ perceived workload compared to conventional education and self-directed learning methods.MethodsWe conducted a 3-arm randomized trial, comparing tele-education (TE), conventional education (CE) and self-directed learning (SL) methods. All subjects underwent online didactic lectures prior to a hands-on ultrasound workshop. The TE group utilized an ultrasound machine equipped with a speakerphone, a webcam for direct visualization of learner’s hand maneuvers, and an analog-to-video converter for the real-time streaming of ultrasound images. This configuration enabled remote instructors to provide immediate verbal feedback to learners. In contrast, the CE group received in-person coaching, while the SL group had no instructors present. Following the coaching session, subjects completed a scenario-based skill test and a survey on the National Aeronautics and Space Administration task load index (NASA-TLX) to measure their ultrasound competency and perceived workload, respectively.ResultsTwenty-seven ultrasound novices were randomly allocated into 3 groups. The median skill test score of TE, CE, and SL was 22 [interquartile range (IQR): 18–28], 24 [IQR: 21–31], and 16 [IQR: 15–18], respectively (p < 0.01). Pairwise comparisons of median test scores of 3 groups demonstrated a statistical significance in comparisons of TE vs. SL (22 vs. 16, p = 0.01) and CE vs. SL (24 vs. 16, p < 0.01), but not in TE vs. CE (22 vs. 24, p = 0.56). There was no statistical significance observed in the median NASA-TLX scores among the 3 groups; 54 [IQR:47–61] in TE, 57 [IQR:22–64] in CE, and 66 [IQR: 66–72] in SL (p = 0.05).ConclusionsOur tele-education model was more effective than self-directed learning. There was no statistically significant difference in effectiveness between the tele-education and the conventional education groups. Importantly, tele-education did not impose a significantly higher workload on learners compared to conventional education or self-directed learning. Tele-education has a substantial potential as an alternative to conventional ultrasound training.

Robotic-Assisted Navigation in Single-Level Transforaminal Lumbar Interbody Fusion Reduces Surgeons’ Mental Workload Compared With Fluoroscopic and Computed Tomographic Techniques: A Nonrandomized Prospective Controlled Trial

Background: Pedicle screw placement during spine fusion is physically and mentally demanding for surgeons. Consequently, spine surgeons can become fatigued, which has implications for both patient safety and surgeon well-being. Purpose: We sought to assess the cognitive workload of surgeons placing pedicle screws using robotic-assisted navigation compared with fluoroscopic and computed tomography (CT)-assisted placement. Methods: We performed a nonrandomized prospective controlled trial to compare the cognitive workload of 3 surgeons performing single-level minimally invasive transforaminal lumbar interbody fusion (MI-TLIF) using robotic, CT, or fluoroscopic navigation on 25 patients (15 in the robotic navigation group and 10 in the nonrobotic group). Immediately after each procedure, surgeons submitted the National Aeronautics and Space Administration–Task Load Index (NASA-TLX), which has 6 subscales: mental demands, physical demands, temporal demands, performance, effort, and frustration. Four tasks associated with pedicle screw placement were assessed independently: (1) screw planning, (2) calibrating robot/obtaining imaging/registration, (3) pedicle cannulation, and (4) screw placement. Patient demographics and surgical characteristics were obtained and reviewed. Results: Surgeons’ self-reported cognitive workload was significantly reduced when using robotic-assisted navigation versus CT/fluoroscopic navigation. Workload was reduced for screw planning, pedicle cannulation, and screw placement. In addition, there were significant reductions in each subdomain for these 3 tasks, encompassing mental demand, physical demand, temporal demand, effort, and frustration with improved task performance. Conclusions: This study found significant reductions in mental workload with improved perceived performance for robotic-assisted pedicle screw placement compared with fluoroscopic and CT-navigation techniques. Lowering the cognitive burden associated with screw placement may allow surgeons to address the remainder of the operative case with less decision fatigue, prevent complications, and increase surgeon wellness.

Physical therapist burden delivering gait training for a patient with lateropulsion after stroke during inpatient rehabilitation: a single-case design

Background/Aims Gait training for patients with lateropulsion after stroke improves outcomes (eg reduced lateropulsion and improved function) but can be burdensome on the physical therapist. This study describes the physical therapist burden and performance of a patient with moderate lateropulsion during three gait training approaches during inpatient rehabilitation. Methods A physical therapist delivered gait training (one session each of overground robotic exoskeleton, overground supported walking, and body weight-supported treadmill training) for a patient with lateropulsion (scoring 8 out of 17 on the Burke Lateropulsion Scale). Outcomes were physiological burden (heart rate, metabolic equivalents, respiratory exchange ratio and energy expenditure), which were measured via a wearable metabolic system and perceptual burden (National Aeronautics and Space Administration Task Load Index) on the physical therapist. Patient performance (step count, time walking, time spent upright and time in moderate-to-vigorous intensity) was recorded. Results During overground robotic exoskeleton gait training, the physical therapist's physiological metrics included an average heart rate of 116 beats per minute (minimum–maximum: 98–127, time in moderate-to-vigorous intensity was 0%), average metabolic equivalents of 3.2 (minimum–maximum: 1.7–4.3), a respiratory exchange ratio of 0.79 (minimum–maximum: 0.70–0.93), an energy expenditure of 228 kcal/hour and a perceptual burden of 33.3. The patient walked 228 steps, spent 15.4 minutes upright, 8.7 minutes walking and achieved 0% in moderate-to-vigorous intensity. During overground supported walking, the physical therapist's metrics included an average heart rate of 145 beats per minute (minimum–maximum: 113–164, time in moderate-to-vigorous intensity was 87%), average metabolic equivalents of 4.7 (minimum–maximum: 2.7–6.0), a respiratory exchange ratio of 0.96 (minimum–maximum: 0.81–1.16), an energy expenditure of 343 kcal/hour and a perceptual burden of 60.8. The patient walked 588 steps, spent 19.6 minutes upright, 10.5 minutes walking and achieved 38% in moderate-to-vigorous intensity. During body weight-supported treadmill training, the physical therapist's metrics included an average heart rate of 112 beats per minute (minimum–maximum: 69–137, time in moderate-to-vigorous intensity was 34%), average metabolic equivalents of 3.9 (minimum–maximum: 3.2–4.4), a respiratory exchange ratio of 0.89 (minimum–maximum: 0.82–0.95), an energy expenditure of 281 kcal/hour and a perceptual burden of 32.5. The patient walked 682 steps, spent 16.0 minutes upright, 10.0 minutes walking and achieved 0% in moderate-to-vigorous intensity. Conclusions As concordance between physical therapist burden and patient gait performance was low in this study, future efforts to identify gait training approaches that minimise therapist burden while maximising outcomes for the patient with lateropulsion are necessary for the health of both. Implications for practice Physical therapists may consider advanced technology use such as overground robotic exoskeletons to reduce the burden during the provision of gait training for patients with lateropulsion. Gait training performance of patients with lateropulsion may vary across different gait training approaches with low correspondence to therapist burden.

Analysis on pulse rate variability for pilot workload assessment based on wearable sensor

AbstractThe workload levels of pilots directly affect their flight performance and the safety of the whole flight. To explore the real‐time workload of pilots in different flight phases (takeoff, cruise, and landing), this paper leveraged National Aeronautics and Space Administration Task Load Index (NASA‐TLX), a subjective evaluation scale, and PhotoPlethysmoGraphy (PPG) signals of 21 participants using a flight simulator and a wearable sensor. First, the workloads of pilots under different phases were explored by the NASA‐TLX scales; secondly, the pulse rate variability (PRV) features were selected by variance analysis and random forest importance evaluation; finally, the performances of the k‐nearest neighbor (KNN), random forest (RF), and support vector machine (SVM) were compared for workload levels identification. It is shown that the workloads are ranked as follows: landing &gt; takeoff &gt; cruise. SDNN, CVCD, CVNNI, LF, TP, SD2, and SD2/SD1 were used as selected features with significant differences in different flight phases. In addition, machine learning models can effectively identify pilot workloads, and feature selection enhances the performance of both KNN and RF classifiers. The best identification of workload was achieved using the selected PRV features as inputs to the KNN classifier, with an average accuracy of 88.9%. Our results indicate that the KNN classifier and PRV features are suitable for identifying pilot workload. The pilot workload is highest during the landing phase, which provides a reference for flight safety management. The findings from this research could contribute to developing a robust pilot workload detection system and improve current flight operation safety regulations.

The Use of Augmented Reality as an Educational Tool in Minimally Invasive Transforaminal Lumbar Interbody Fusion.

One of the major challenges in training neurosurgical and orthopedic residents the technique for minimally invasive transforaminal lumbar interbody fusion (MIS-TLIF) is the lack of visualization of surgical landmarks (pedicle, pars, lamina). This is due to the limited access to the bony spine through a tubular retractor, in addition to a smaller working corridor or patient-specific factors such as bony overgrowth, disk space collapse, and listhesis. These factors increase the possibility for surgical error and prolonged surgery time. With augmented reality (AR), relevant surgical anatomy can be projected directly into the user's field of view through the microscope. The purpose of this study was to assess the utility, accuracy, efficiency, and precision of AR-guided MIS-TLIF and to determine its impact in spine surgery training. At 2 centers, 12 neurosurgical residents performed a one-level MIS-TLIF on a high-fidelity lumbar spine simulation model with and without AR projection into the microscope. For the MIS-TLIF procedures with AR, surgical landmarks were highlighted in different colors on preoperative image data. These landmarks were visualized in the spinal navigation application on the navigation monitor and in the microscope to confirm the relevant anatomy. Postprocedural surveys (National Aeronautics and Space Administration Task Load Index) were given to the residents. Twelve residents were included in this trial. AR-guided procedures had a consistent impact on resident anatomical orientation and workload experience. Procedures performed without AR had a significantly higher mental demand (P = .003) than with AR. Residents reported to a significantly higher rate that it was harder work for them to accomplish their level of performance without AR (P = .019). AR can bring a meaningful value in MIS teaching and training to confirm relevant anatomy in situations where the surgeon will have less direct visual access. AR used in surgical simulation can also speed the learning curve.

Influence of network latency and bandwidth on robot-assisted laparoscopic telesurgery: A pre-clinical experiment.

Telesurgery has the potential to overcome spatial limitations for surgeons, which depends on surgical robot and the quality of network communication. However, the influence of network latency and bandwidth on telesurgery is not well understood. A telesurgery system capable of dynamically adjusting image compression ratios in response to bandwidth changes was established between Beijing and Sanya (Hainan province), covering a distance of 3000km. In total, 108 animal operations, including 12 surgical procedures, were performed. Total latency ranging from 170ms to 320ms and bandwidth from 15-20Mbps to less than 1 Mbps were explored using designed surgical tasks and hemostasis models for renal vein and internal iliac artery rupture bleeding. Network latency, jitter, frame loss, and bit rate code were systemically measured during these operations. National Aeronautics and Space Administration Task Load Index (NASA-TLX) and a self-designed scale measured the workload and subjective perception of surgeons. All 108 animal telesurgeries, conducted from January 2023 to June 2023, were performed effectively over a total duration of 3866min. The operations were completed with latency up to 320ms and bandwidths as low as 1-5Mbps. Hemostasis for vein and artery rupture bleeding models was effectively achieved under these low bandwidth conditions. The NASA-TLX results indicated that latency significantly impacted surgical performance more than bandwidth and image clarity reductions. This telesurgery system demonstrated safety and reliability. A total of 320ms latency is acceptable for telesurgery operations. Reducing image clarity can effectively mitigate the potential latency increase caused by decreased bandwidth, offering a new method to reduce the impact of latency on telesurgery.

Workload of home care nurses: Italian adaptation, validity, and reliability of the National Aeronautics and Space Administration Task Load Index questionnaire.

The aim of this study was to adapt the National Aeronautics and Space Administration Task Load Index (NASA-TLX) to the home care setting and translate and validate it in Italian. An online questionnaire containing the Italian version of the NASA-TLX adapted to the home care setting was administered to home care nurses to measure workload. Content Validity Index, Exploratory, and Confirmatory Factor Analyses were used to measure the psychometric characteristics of the modified NASA-TLX. The modified Italian version of NASA-TLX_HC-IT showed good psychometric characteristics in measuring the workload of home care nurses, with excellent fit indices. The reliability, calculated with Cronbach's alpha, was 0.73, indicating adequate reliability. A negative correlation between workload and job satisfaction among home care nurses, as well as a positive association between high workload and intention to leave the workplace, was verified. The modified Italian version of the NASA-TLX_HC-IT was confirmed to be a valid and reliable instrument to measure workload in home care nursing. Furthermore, the correlation between workload and the intention to leave the workplace among home care nurses was an important result that community nursing managers should consider preventing the shortage of home care nurses.

Analysis of Risk Factors for Subjective Work Fatigue Levels Among Nurses at RS.Otak DR.Drs. M. Hatta Bukittinggi, West Sumatra, In 2024

Background: Service nursing care that is carried out home nurse Sick for 24 hours a day , very much needed readiness physical , mental and time . This is potential cause work fatigue which has an impact decline alertness and concentration , disturbed taking decisions and occurrences error or accident Work .Purpose : This Study For analyze factors risk level fatigue Work subjective on Nurses at RS.Otak.DR.Drs.M.Hatta Bukittinggi, West Sumatra 2024 .Methods: Study quantitative with design study This cross-sectional on 100 nurses at the Brain Hospital DR. Drs . M. Hatta Bukittinggi, West Sumatra in 2024. The risk factors are the characteristics individual , factor related work and environment Work Lighting . Measurement of work fatigue with a questionnaire SSRT ( Subjective Self Rating Test ) from IFRC; burden mental work with the NASA-TLX ( National Aeronautics Space Administration Task Load Index ) questionnaire ; for role , control and satisfaction work with the COPSOG ( Copenhagen Psychosocial Questionnaire ) III questionnaire ; measurement lighting with lux meterResults: The results showed that 79% of nurses experienced mild levels of work fatigue and moderate levels of work fatigue (21%). Risk factors that had a significant relationship with the level of work fatigue were age (p 0.013; OR 6.82), nutritional status: obese (p 0.020; OR 3.77), sleep duration (p 0.050; OR 3.14).Conclusion: Implementation of fatigue management and fatigue screening periodic expected can lower level of work fatigue .

Extended High-Frequency Thresholds: Associations With Demographic and Risk Factors, Cognitive Ability, and Hearing Outcomes in Middle-Aged and Older Adults.

This study had two objectives: to examine associations between extended high-frequency (EHF) thresholds, demographic factors (age, sex, race/ethnicity), risk factors (cardiovascular, smoking, noise exposure, occupation), and cognitive abilities; and to determine variance explained by EHF thresholds for speech perception in noise, self-rated workload/effort, and self-reported hearing difficulties. This study was a retrospective analysis of a data set from the MUSC Longitudinal Cohort Study of Age-related Hearing Loss. Data from 347 middle-aged adults (45 to 64 years) and 694 older adults (≥ 65 years) were analyzed for this study. Speech perception was quantified using low-context Speech Perception In Noise (SPIN) sentences. Self-rated workload/effort was measured using the effort prompt from the National Aeronautics and Space Administration-Task Load Index. Self-reported hearing difficulty was assessed using the Hearing Handicap Inventory for the Elderly/Adults. The Wisconsin Card Sorting Task and the Stroop Neuropsychological Screening Test were used to assess selected cognitive abilities. Pure-tone averages representing conventional and EHF thresholds between 9 and 12 kHz (PTA (9 - 12 kHz) ) were utilized in simple linear regression analyses to examine relationships between thresholds and demographic and risk factors or in linear regression models to assess the contributions of PTA (9 - 12 kHz) to the variance among the three outcomes of interest. Further analyses were performed on a subset of individuals with thresholds ≤ 25 dB HL at all conventional frequencies to control for the influence of hearing loss on the association between PTA (9 - 12 kHz) and outcome measures. PTA (9 - 12 kHz) was higher in males than females, and was higher in White participants than in racial Minority participants. Linear regression models showed the associations between cardiovascular risk factors and PTA (9 - 12 kHz) were not statistically significant. Older adults who reported a history of noise exposure had higher PTA (9 - 12 kHz) than those without a history, while associations between noise history and PTA (9 - 12 kHz) did not reach statistical significance for middle-aged participants. Linear models adjusting for age, sex, race and noise history showed that higher PTA (9 - 12 kHz) was associated with greater self-perceived hearing difficulty and poorer speech recognition scores in noise for both middle-aged and older participants. Workload/effort was significantly related to PTA (9 - 12 kHz) for middle-aged, but not older, participants, while cognitive task performance was correlated with PTA (9 - 12 kHz) only for older participants. In general, PTA (9 - 12 kHz) did not account for additional variance in outcome measures as compared to conventional pure-tone thresholds, with the exception of self-reported hearing difficulties in older participants. Linear models adjusting for age and accounting for subject-level correlations in the subset analyses revealed no association between PTA (9 - 12 kHz) and outcomes of interest. EHF thresholds show age-, sex-, and race-related patterns of elevation that are similar to what is observed for conventional thresholds. The current results support the need for more research to determine the utility of adding EHF thresholds to routine audiometric assessment with middle-aged and older adults.

Relationship between mental workload and musculoskeletal disorders with intention to leave service among nurses working at neonatal and pediatric departments: a cross-sectional study in Iran

BackgroundDespite the challenge of nursing shortage in the world and its subsequent impact on care quality as well as aggravation of the situation by intention to leave service, this issue has not been properly addressed, especially among neonatal and pediatric nurses. The present study aims to identify the relationship between mental workload and musculoskeletal disorders with intention to leave the service among nurses working at neonatal and pediatric departments.MethodsThis descriptive-analytical study was conducted on 145 nurses working at neonatal and pediatric departments in six hospitals in Bushehr Province using full-census method. The data were collected using national aeronautics and space administration-task load index (NASA-TLX), Cornell musculoskeletal discomfort questionnaire(CMDQ) and Mobley and Horner’s voluntary turnover questionnaire. The data were analyzed using descriptive statistics, independent t-test, Mann-Whitney U test, one-way analysis of variance (ANOVA), Kruskal-Wallis test, Pearson’s and Spearman correlation tests and hierarchical linear regression in simultaneous model in SPSS 19.0.ResultsThe mean score of intention to leave the service was 9.57 ± 3.20 (higher than the moderate level) and the mean mental workload was 71.65 ± 15.14 (high level). Pain in at least one of the legs (100%), back (77.3%) and knees (76.6%) was highly prevalent. However, no statistically significant correlation was found between musculoskeletal disorder categories and intention to leave the service (p > 0.05). The regression analysis results revealed among mental workload domains, only effort-induced workload was negatively and significantly correlated with intention to leave the service (p = 0.003; β=-0.078). However, the number of night shifts per month was positively and significantly correlated with intention to leave the service (p = 0.001; β = 0.176).ConclusionsPlanning for appropriate allocation of night shifts, investigating the etiology of musculoskeletal disorders and providing solutions for reducing mental workload should be prioritized by policymakers, while maintaining pediatric nurses’ motivation for making efforts.

Workload, general perceived stress, body function, musculoskeletal pain, and their mutual relationships in nurses - a pilot study.

Both physical and psychosocial risk factors contributing to musculoskeletal disorders occur in the professional nursing group, and previous literature suggested that their interaction may increase the risk of musculoskeletal pain among nurses. The aim of the study was to examine perceived workload and stress as well as physical findings and musculoskeletal complaints in nurses. The participants consisted of 42 female nurses, age range 23-60 years. They marked on a pain drawing the site/sites that was/were painful at the moment of testing, its duration and intensity. Thereafter they were examined using the movement and respiration domains from the Global Physiotherapy Examination (GPE). Furthermore, a subjective workload measure was made using the paper version of the National Aeronautics and Space Administration Task Load Index and stress was assessed using the Perceived Stress Questionnaire. Almost the entire study group declared that pain experienced in at least 1 location was chronic, i.e., had lasted ≥1 year (97%). The most frequent locations of pain were low back (22.4%) and cervical/head (21.6%) regions. In the GPE, most scores indicated restricted and reduced movement, with the subdomain flexibility having the highest deviation from the predefined standard. Furthermore, the results indicated hampered respiration, especially visible in standing position. Out of all workload scores, the highest was obtained for temporal demand. Perceived stress level was found to be moderate and significantly associated to chronic chest/ thoracic pain. Interestingly, the compression of thorax test positively correlated with mental (r = 0.42, p < 0.05) and physical demand (r = 0.35, p < 0.05), whereas the elbow drop test and temporal demand correlated negatively (r = -0.37, p < 0.05). To sum up, the majority of nurses participating in this study had long-lasting pain and limited flexibility of the body and hampered respiration, which both may enhance intensity of experienced musculoskeletal pain. Int J Occup Med Environ Health. 2024;37(3):257-70.

Aerosol Box Use in Reducing Health Care Worker Contamination During Airway Procedures (AIRWAY) Study: Secondary Workload and Provider Outcomes in a Simulation-Based Trial.

An aerosol box aims to reduce the risk of healthcare provider (HCP) exposure to infections during aerosol generating medical procedures (AGMPs), but little is known about its impact on workload of team members. We conducted a secondary analysis of data from a prospective, multicenter, randomized controlled trial evaluating the impact of aerosol box use on patterns of HCP contamination during AGMPs. The objectives of this study are to: 1) evaluate the effect of aerosol box use on HCP workload, 2) identify factors associated with HCP workload when using an aerosol box, and 3) describe the challenges perceived by HCPs of aerosol box use. Simulation-based randomized trial, conducted from May to December 2021. Four pediatric simulation centers. Teams of two HCPs were randomly assigned to control (no aerosol box) or intervention groups (aerosol box). Each team performed three scenarios requiring different pediatric airway management (bag-valve-mask [BVM] ventilation, laryngeal mask airway [LMA] insertion, and endotracheal intubation [ETI] with video laryngoscopy) on a simulated COVID-19 patient. National Aeronautics and Space Administration-Task Load Index (NASA-TLX) is a standard tool that measures subjective workload with six subscales. A total of 64 teams (128 participants) were recruited. The use of aerosol box was associated with significantly higher frustration during LMA insertion (28.71 vs. 17.42; mean difference, 11.29; 95% CI, 0.92-21.66; p = 0.033). For ETI, there was a significant increase in most subscales in the intervention group, but there was no significant difference for BMV. Average NASA-TLX scores were all in the "low" range for both groups (range: control BVM 23.06, sd 13.91 to intervention ETI 38.15; sd 20.45). The effect of provider role on workloads was statistically significant only for physical demand ( p = 0.001). As the complexity of procedure increased (BVM → LMA → ETI), the workload increased in all six subscales ( p < 0.05). The use of aerosol box increased workload during ETI but not with BVM and LMA insertion. Overall workload scores remained in the "low" range, and there was no significant difference between airway provider and assistant.

Mental workload analysis of Industrial Engineering students in Cebu Technological University: National Aeronautics and Space Administration-Task Load Index

Mental workload analysis of Industrial Engineering students in Cebu Technological University: National Aeronautics and Space Administration-Task Load Index

3D printing in anatomical lung segmentectomies: A randomized pilot trial

ObjectiveThis pilot study evaluated the impact of using a 3D printed model of the patient's bronchovascular lung anatomy on the mental workload and fatigue of surgeons during full thoracoscopic segmentectomy. DesignWe performed a feasibility pilot study of a prospective randomized controlled trial with 2 parallel arms. All included patients underwent digital 3D visual reconstruction of their bronchovascular anatomy and were randomized into the following two groups: Digital arm (only a virtual 3D model was available) and Digital + Object arm (both virtual and printed 3D models were available). The primary end-point was the surgeons’ mental workload measured using the National Aeronautics and Space Administration-Task Load Index (NASA-TLX) score. SettingBetween October 28, 2020 and October 05, 2021, we successively investigated all anatomic segmentectomies performed via thoracoscopy in the Thoracic Department of the Montsouris Mutualiste Institute, except for S6 segmentectomies and S4+5 left bi-segmentectomies. ParticipantsWe assessed 102 patients for anatomical segmentectomy. Among the, 40 were randomly assigned, and 34 were deemed analysable, with 17 patients included in each arm. ResultsComparison of the two groups, each comprising 17 patients, revealed no statistically significant difference in primary or secondary end-points. The consultation of the visual digital model was significantly less frequent when a 3D printed model was available (6 versus 54 consultations, p = 0.001). Notably, both arms exhibited high NASA-TLX scores, particularly in terms of mental demand, temporal demand, and effort scores. ConclusionIn our pilot study, 3D printed models and digital 3D reconstructions for pre-operative planning had an equivalent effect on thoracoscopic anatomic segmentectomy for experienced surgeons. The originality of this study lies in its focus on the impact of 3D printing of bronchovascular anatomy on surgeons, rather than solely on the surgical procedure.