This study was conducted at the Swedish Defense research agency as an attempt to understand affordances and limitations in visualizing altitude information for fighter controllers. The fighter controllers are subject to large quantities of numerical information from multiple sources simultaneously. Their duties are highly stressful and require large mental workload and situational awareness. Today, a large portion of information is represented visually, except for altitude. The altitude of a jet is represented only numerically on the screen, next to the icon representing an airplane. This thesis attempts to aid the users in their tasks, by determining if interactive visual information could benefit the current system. This study resulted in one prototype, where height was represented in three different ways, one using color coordination, one using different sizes and one mimicked the current numerical representation. These variations were evaluated in a user study, consisting of semi structured interviews along with benchmark tests. None of the suggested visual cues could be demonstrated as more efficient than the current representation, but a majority of participants preferred the version using varying sizes as this was considered more intuitive and held less limitations than the other version. Future research is encouraged as to successfully determine if altitude information can be visually represented for a decreased mental workload. / Denna studie genomfördes vid Totalförsvarets Forskningsinstitut som ett försök att utreda möjligheter och svårigheter med att visuellt presentera information om altitud för flygstridsledare. Flygstridsledare utsätts för stora mängder numerisk information, från ett flertal olika källor simultant. Derad uppgifter utförs under hög stress och kräver stor mental belastning samt situationsmedvetenhet. Idag representeras en stor mängd information visuellt, på flygstridsledarens radarskärm, med undantaget för höjden. Ett objekts altitud på skärmen representeras alltid numeriskt, bredvid ikonen för flygplan. Detta arbete har gjorts i avsikt att hjälpa flygstridsledaren i dennes uppgifter, genom att utreda om interaktiv visuell information kan vara av nytta för deras nuvarande system. Denna studie resulterade i en prototyp, i vilken höjd representerades på tre olika sätt. Genom färg med varierande opacitet, genom olika storlekar på objekten, samt den nuvarande numeriska metoden. Dessa versioner utvärderades i en användarstudie, bestående av semistrukturerade intervjuer samt benchmark test. Ingen av de föreslagna visualiseringarna kunde påvisas mer effektiv än det nuvarande systemet, men en majoritet av deltagarna föredrog versionen med varierande storlekar, eftersom detta ansågs mer intuitivt samt hade färre begränsningar. Vidare studier uppmanas för att med framgång avgöra om altituden kan representeras visuellt, för en minskad mental belastning.

Ownership of mobile devices, such as tablets and smartphones, has quickly risen in the last decade. Unsurprisingly, they are now being integrated into the training and classroom setting. Specifically, the U.S. Army has mapped out a plan in the Army Learning Model of 2015 to utilize mobile devices for training purposes. However, before these tools can be used effectively, it is important to identify how the tablets' unique properties can be leveraged. For this dissertation, the touch interface and the interactivity that tablets afford were investigated using a procedural-motor task. The procedural motor task was the disassembly procedures of a M4 carbine. This research was motivated by cognitive psychology theories, including Cognitive Load Theory and Embodied Cognition. In two experiments, novices learned rifle disassembly procedures in a narrated multimedia presentation presented on a tablet and then were tested on what they learned during the multimedia training involving a virtual rifle by performing a rifle disassembly on a physical rifle, reassembling the rifle, and taking a written recall test about the disassembly procedures. Spatial ability was also considered as a subject variable. Experiment 1 examined two research questions. The primary research question was whether including multiple forms of interactivity in a multimedia presentation resulted in higher learning outcomes. The secondary research question in Experiment 1 was whether dynamic multimedia fostered better learning outcomes than equivalent static multimedia. To examine the effects of dynamism and interactivity on learning, four multimedia conditions of varying levels of interactivity and dynamism were used. One condition was a 2D phase diagram depicting the before and after of the step with no animation or interactivity. Another condition utilized a non-interactive animation in which participants passively watched an animated presentation of the disassembly procedures. A third condition was the interactive animation in which participants could control the pace of the presentation by tapping a button. The last condition was a rifle disassembly simulation in which participants interacted with a virtual rifle to learn the disassembly procedures. A comparison of the conditions by spatial ability yielded the following results. Interactivity, overall, improved outcomes on the performance measures. However, high spatials outperformed low spatials in the simulation condition and the 2D phase diagram condition. High spatials seemed to be able to compensate for low interactivity and dynamism in the 2D phase diagram condition while enhancing their performance in the rifle disassembly simulation condition. In Experiment 2, the touchscreen interface was examined by investigating how gestures and input modality affected learning the disassembly procedures. Experiment 2 had two primary research questions. The first was whether gestures facilitate learning a procedural-motor task through embodied learning. The second was whether direct touch input using resulted in higher learning outcomes than indirect mouse input. To examine the research questions, three different variations of the rifle disassembly simulation were used. One was identical to that of Experiment 1. Another incorporated gestures to initiate the animation whereby participants traced a gesture arrow representing the motion of the component to learn the procedures. The third condition utilized the same interface as the initial rifle disassembly simulation but included "dummy" gesture arrows that displayed only visual information but did not respond to gesture. This condition was included to see the effects (if any) of the gesture arrows in isolation of the gesture component. Furthermore, direct touch input was compared to indirect mouse input. Once again, spatial ability also was considered. Results from Experiment 2 were inconclusive as no significant effects were found. This may have been due to a ceiling effect of performance. However, spatial ability was a significant predictor of performance across all conditions. Overall, the results of the two experiments support the use of multimedia on a tablet to train a procedural-motor task. In line with vision of ALM 2015, the research support incorporating tablets into U.S. Army training curriculum.

This study explored the influence of trait anxiety on information processing in persuasive situations, and investigated cognitive load as a mediator of this relationship. The research presented was based off DeBono and McDermott's (1994) framework for exploring trait anxiety and persuasion. The theoretical lens used to explore information processing, the elaboration likelihood model (Petty & Cacioppo, 1986) posits that motivation and ability are necessary components to elaborate on a message. However, very little research has addressed ability variables like trait anxiety. I predicted that students high in trait anxiety would be persuaded by the attractiveness of the source (peripherally) whereas students low in trait anxiety would be persuaded by the strength of the arguments presented (centrally). Undergraduate students were asked to view a picture of a policy presenter and listen to a recording of the student's proposed policy statement. After listening to the recording participants wrote down their thoughts during the presentation and were tested on their ability to recall the arguments presented. They then completed a few scale items assessing their attitudes toward the policy as well as questions to maintain the cover story. Findings showed no difference in processing between low and high trait anxious individuals. However, there was a significant effect of anxiety on attitudes. Additionally, cognitive load was not found to be a mediator of the relationship between anxiety and attitudes.

Computer-based training has become more prolific as the military and private business enterprises search for more efficient ways to deliver training. However, some methods of computer-based training are not more effective than traditional classroom methods. One technique that may be able to approximate the most effective form of training, one-on-one tutoring, is Adaptive Training (AT). AT techniques use instruction that is tailored to the learner in some way, and can adjust different training parameters such as difficulty, feedback, pace, and delivery mode. There are many ways to adapt training to the learner, and in this study I explored adapting the feedback provided to trainees based on spatial ability in line with Cognitive Load Theory (CLT). In line with the CLT expertise reversal effect literature I hypothesized that for a spatial task, higher ability trainees would perform better when they were given less feedback. Alternately, I hypothesized that lower ability trainees would perform better during training when they were given more support via feedback. This study also compared two different adaptation approaches. The first approach, called the ATI approach, adapts feedback based on a premeasured ability. In this case, it was spatial ability. The second approach, called the Hybrid approach adapts initially based on ability, but then based on performance later in training. I hypothesized that participants who received Hybrid adaptive training would perform better. The study employed a 2(spatial ability; high, low) X 2(feedback; matched, mismatched) X 2 (approach; ATI, Hybrid) between-subjects design in which participants were randomly assigned to one of the eight conditions. Ninety-two participants completed a submarine-based periscope operator task that was visual and spatial in nature. iv The results of the study did not support the use of CLT-derived adaptation based on spatial ability; contrary to what was hypothesized, higher ability participants who received more feedback performed better than those who received less. Similarly, lower ability participants who received less feedback performed better than those who received more. While not significant, results suggested there may be some benefit to using the Hybrid approach, but more research is needed to determine the relative effectiveness of this approach.

No description available.

Endotracheal intubation is still the gold standard in airway management. For medical students and young professionals, it is often difficult to train personal skills. We tested a high-fidelity simulator with an additional quantitative feedback integration to elucidate if competence acquisition for airway management is increased by using this feedback method. In the prospective trial, all participants (n = 299; 4th-year medical students) were randomized into two groups—One had been trained on the simulator with additional quantitative feedback (n = 149) and one without (n = 150). Three simulator measurements were considered as quality criteria—The pressure on the upper front row of teeth, the correct pressure point of the laryngoscope spatula and the correct depth for the fixation of the tube. There were a total of three measurement time points—One after initial training (with additional capture of cognitive load), one during the exam, and a final during the follow-up, approximately 20 weeks after the initial training. Regarding the three quality criteria, there was only one significant difference, with an advantage for the control group with respect to the correct pressure point of the laryngoscope spatula at the time of the follow-up (p = 0.011). After the training session, the cognitive load was significantly higher in the intervention group (p = 0.008) and increased in both groups over time. The additional quantitative feedback of the airway management trainer brings no measurable advantage in training for endotracheal intubation. Due to the increased cognitive load during the training, simple airway management task training may be more efficient for the primary acquisition of essential procedural steps.

This study sought to explore if a relationship exists between cognitive load and student satisfaction with learning online. The study separates academic performance (a.k.a., 'learning') from cognitive load and satisfaction to better distinguish influences on cognition (from cognitive load) and motivation (from satisfaction). Considerations that remain critical to the field of instructional design, as they apply to learning online, were described and used to guide a review of the literature to find directions to fulfill the goal of this study. A survey was conducted and 1,401 students responded to an instrument that contained 24 items. Multiple analysis techniques found a positive, moderate, and significant (p > .01) correlation between cognitive load and satisfaction. Most importantly, the results found that approximately 25% of the variance in student satisfaction with learning online can be explained by cognitive load. New constructs emerged from a Principal Components Analysis that suggest a refined view of student perspectives and potential improvement to guide instructional design. Further, a correlation, even a moderate one, has not previously been found between cognitive load and satisfaction. The significance of this finding presents new opportunities to study and improve online instruction. Multiple opportunities for future research are briefly discussed and guidelines for developing online course designs using interpretations of the emerged factors are made.

Att lösa matematiska uppgifter med hjälp av färdiga lösningsförslag kan ses som ett sätt för elever att anstränga sig mindre och därför lära sig mindre. Det finns dock forskning som har visat att undervisning där eleverna huvudsakligen studerar lösningsförslag har en stor effekt på elevernas förmåga att lösa uppgifter. Den här undervisningsmetoden kallas "the worked example effect" och har fått ett genomslag i den svenska skolan den senaste tiden. Metoden grundas på Swellers teori om kognitiv belastning. Enligt hans och andras forskning kan arbetsminnet delas upp i tre olika typer. Dessa tre, intrinsic cognitive load, germane cognitive load samt extraneous cognitive load, är additiva och stödjer lärande olika mycket. Lösningsförslag har visats minska mängden extraneous cognitive load och öka mängden germane cognitive load. Germane cognitive load har i sin tur visats korrelera med hur väl elever lyckas svara på matematiska uppgifter. Den här studien syftar till att undersöka lösningsförslagens effekt på elevers lärande i den svenska gymnasieskolan. I studien deltog tre skolor, varav en enbart i förstudien, i olika omfattning med totalt 93 elever på natur- och teknikprogrammen i andra årskursen på gymnasiet (17-18-åringar). Elevernas resultat på nationella proven i samtliga obligatoriska matematikkurser användes i undersökningen. Även en enkät genomfördes för att samla in mer information om eleverna och hur de studerade. Studien visar på ett tvetydigt resultat. Över 75% av eleverna anser sig ha ändrat sitt sätt att studera på grund av lösningsförslagen, men om och hur deras lärande har förbättrats, mätt i betyg, är oklart. För en av kurserna i matematik visade studien på ett negativt resultat, men för en annan kurs – positivt. Dessa olika resultat uppkom dessutom på olika skolor. En tolkning av detta resultat kan vara att lösningsförslagens effektivitet är beroende på vilken typ av matematik som ingår i kursen där de används. Det spelar även stor roll hur lösningsförslagen använts av eleverna, något som studien inte undersökt. / To solve mathematical tasks with the help of example solutions can be seen as a way for learners to apply less effort and therefore learn less or perhaps learn in undesirable ways. However, existing international research has indicated that classrooms where pupils mainly study worked examples has had a significant effect on their ability to solve tasks. This method is called "the worked example effect" and has gained increasing support over time. It is based on Sweller’s cognitive load theory. According to his and others’ research the working memory can be divided into three different types. These three, intrinsic cognitive load, germane cognitive load and extraneous cognitive load, are additive and support learning differently. Using worked examples has been shown to reduce the amount of extraneous cognitive load and instead increase the amount of germane cognitive load. Germane cognitive load has in turn been shown to correlate to how well pupils are able to solve mathematical tasks. This thesis aims to study the worked example effect in relation to learning outcome in Swedish secondary school. Three schools took part in the study, of which one only participated in a pilot study. A total of 93 pupils participated, all of them in the science program. Results of the national test for the four latest courses were used in this thesis. The pupils were also asked to fill out a survey with the aim to gather information as to how they used the worked examples when studying. The results of the study are ambiguous. More than 75% of the pupils claim to have changed how they study, but whether their learning has improved, measured in grades, is unclear. The study showed a negative result for one course but a positive for another. These different results originated from different schools. The results of the study may indicate that the worked example effect differs depending on which type of math is being taught. Another important factor is how the worked examples are used by the pupils, something this study has not examined.

<p>Compared to people who are White and have high socioeconomic status (SES), those who are Black and have low SES are more likely to receive suboptimal pain care. One potential contributor to these disparities is biased provider decision-making—there is compelling evidence that providers are influenced by patient race and SES when making pain treatment decisions. According to the dual process model, people are more likely to be influenced by demographic stereotypes, including implicit beliefs, when they are under high cognitive load (i.e., mental workload). One stereotype belief relevant to pain care is that Black and low SES people are more pain tolerant. Aligned with the dual process model, providers who are under high cognitive load and have strong implicit beliefs that Black and low SES people are more pain tolerant may be particularly likely to recommend fewer pain treatments to them. To test this hypothesis, I recruited physician residents and fellows (n=120) to make pain treatment decisions for 12 computer-simulated patients with back pain that varied by race (Black/White) and SES (low/high). Half of the providers were randomized to the high cognitive load group in which they were interrupted during the decision task to make conversions involving hypertension medications for another patient. Remaining providers completed the task without being interrupted. Providers’ implicit beliefs about race and SES differences in pain tolerance were measured with two separate Implicit Association Tests (IATs). Multilevel modeling indicated that providers recommended stronger medications to low than high SES patients (OR=.68, p=.03). There was also a significant interaction between patient SES and cognitive load (OR=-.56, p=.05) and a trending interaction between patient race and cognitive load (OR=1.7, p=.07). Under low cognitive load, providers recommended more pain treatments to high SES (vs. low SES) and Black (vs. White) patients, but under high cognitive load, providers recommended more pain treatments to low SES (vs. high SES) patients and equivalent treatment to Black and White patients. There were no three-way interactions between patient demographics (race or SES), cognitive load, and providers’ implicit beliefs (race-pain or SES-pain IAT scores). However, there was a trending interaction between patient race and race-pain IAT scores (OR=2.56, p=.09). Providers with stronger implicit beliefs that White people are pain sensitive and Black people are pain tolerant recommended more pain treatments to White patients and fewer pain treatments to Black patients. Lastly, there was a trending effect that providers with stronger implicit beliefs that high SES people are pain sensitive and low SES people are pain tolerant recommended stronger medications in general (OR=13.03, p=.07). Results support that provider cognitive load is clinically relevant and impacts clinical decision-making for chronic pain for racially and socioeconomically diverse patients. Future studies are needed to further understand the impact of cognitive load on providers’ pain care decisions, which may inform evidence-based interventions to improve pain care and reduce disparities.</p> <p>  </p>

The purpose of this study is to explore the possibilities that the highly popular ChatGPT utility might have on education, and more specifically, how it could impact language development in the Swedish EFL classroom. This will be attained through a qualitative method and through multiple observations in real-life situations with students from upper secondary school. Additionally, for a more profound analysis this will then be combined with follow-up interviews with two educating teachers. The observations presented mixed results with some students displaying positive feelings towards ChatGPT while others reacted negatively to its extensive replies to simple inquiries. This proved to be valuable empirical data for this study's analysis. Therefore, this study has concluded that ChatGPT as a didactic tool, should be used in a controlled situation, and explained thoroughly with a specific intentional purpose. In other words, ChatGPT could be used in different teaching situations to enforce students' abilities or to ease the cognitive burden that many students experience when writing texts, as can be explained by cognitive load theory (Sweller, 1988, p. 277). If the messages from the text-generator are clear, informative, personal, and concise it could be used to aid students in their writing process. However, the different complications that arise with the use of ChatGPT including a negative effect on student self-esteem must be considered.