Category: Applied Cognitive Science and Human Factors

ACSHF Forum: Grad Student Presentations

The Department of Cognitive and Learning Sciences will host ACSHF students Lisa Casper and Betsy Lehman at the next Applied Cognitive Science and Human Factors forum Monday (October 17) from 2:00pm to 3:00pm in Meese 109 and via Zoom.

Lisa Casper will present her research titled “Does Design Thinking Support Innovation: Empirical Evaluation

Abstract: Design thinking (DT) is a tool to support team innovation however, few empirical studies have examined it. In this study, we experimentally compared the effect of two approaches for DT ideate brainstorming on the number of ideas generated and the perceived innovativeness of those ideas.  As part of a semester-long DT project, 145 participants comprising 48 teams were challenged to develop an innovative solution for one of 17 United Nations sustainability goals (https://sdgs.un.org/goals).  Half of the teams engaged in a standard DT brainstorming ideation process, while the other half participated in an experimental brainstorming condition. Participants generated ideas and provided subjective ratings of the process and their team’s solution. Ideas were content-coded on several dimensions by two independent raters.  We found that teams in the DT experimental brainstorming techniques condition generated almost 58% more ideas than those in the DT baseline condition in the same amount of time, but their ideas were not rated as more innovative. What these data suggest for innovation and conducting research on innovation will be discussed.

Betsy Lehman will present her research titled Counterfactual Thinking as a Strategy for Questioning a Frame: Experimental Results

Abstract: Understanding how people make sense of situations and question the theories they hold may be critical in many circumstances, from communicating about climate change to improving DEI at work. Questioning a perspective is assumed to be a precursor to changing it (Klein et al., 2007), yet the research on the questioning process is limited. In a previous study, we found that factors involved in counterfactual thinking (Roese & Olson, 1995), mutability of the situation and ease of generating counterfactuals, appeared highly relevant in the sensemaking process. In the present experiment, we tested this effect by manipulating ease of generation and a mutability focus strategy. This research focuses on understanding the mechanisms of perspective shifting to support applications such as programs to reduce implicit bias.

KCP Future Faculty Fellowship Award – Tim Raymond

The Michigan Tech Graduate School has announced that ACSHF MS student Tim Raymond is the recipient of a King-Chávez-Parks (KCP) Future Faculty Fellowship for academic year 2022-2023. Tim explains how he first became interested in teaching through his involvement in martial arts classes in his early teens. His passion grew from there and he continues to pursue and define his knowledge of teaching through education and real-world experiences.

Ever since my early teen years I have been involved in teaching. At 13 years of age I was leading martial arts classes for even younger students. Although the techniques were still quite rudimentary, I found a passion within teaching that has continued to evolve. My teacher as he taught me had enough insight into how much I enjoyed teaching that he began to teach me how to teach. Instead of just throwing concepts or techniques at me, he made sure I understood them all at a deeper level with the intention I continue teaching them. 

I can’t say that academia has always been a major concern for me. Due to unforeseeable reasons, I dropped out of high school when I was 17 years old to help out with the family business. I never thought I would return to a school setting but after many bumps in the road, I eventually found my way back.

The most amazing part about being an educator or at least aspiring to be one is that we are continuously humbled every day through our interactions with colleagues and people above us. These interactions can lead us to new and unique paths that we would have never imagined. My time here at MTU has brought me to psychology and eventually grad school where under my current advisor, Elizabeth Veinott, I have recently been exposed to research regarding the railroad industry. 

While on this new journey through academia I have been able to find ways to combine the knowledge I am receiving from Michigan Tech with my knowledge of the ‘real-world’ and I endeavor daily to become an educator that teaches not just the concepts or ideas but how we can use them within industry and alongside our daily lives.

ACSHF Forum: Cindy Sifonis

The Department of Cognitive and Learning Sciences will host speaker Cindy Sifonis (Oakland University) at the next Applied Cognitive Science and Human Factors forum. The presentation, “Meatspace and Cyberspace: How humans and avatars dress affect their interactions and behavior with others.”, will be from 2:00 to 3:00 p.m. Monday (October 3) via Zoom.

Abstract: Research has shown that what clothes we wear affects the way that we feel about ourselves and how we behave with others. This is also true for gamers. Player’s avatars also affect how players feel about themselves and how they interact with others. This presentation will begin with discussing enclothed cognition (how one dresses, affects behavior). This will follow by examining how gaming avatars affect the behaviors of the player when playing in video games, mainly multiplayers and MMOs.

ACSHF Forum: Kelly Steelman, CLS chair

Kelly Steelman, chair of the Department of Cognitive and Learning Sciences will kick off the academic year forums for Applied Cognitive Science and Human Factors with her presentation, “Science Policy in Human Factors: A Primer on the Development and Application of the Human Readiness Level Scale”, from 2:00 to 3:00 p.m. Monday (September 19) in Meese 109 and via Zoom.

As a Science Policy Fellow for the Human Factors and Ergonomics Society (HFES), Steelman will talk about the work of the Science Policy group over the past several years, focusing on the development of the Human Readiness Level (HRL) Scale—a simple 9-level scale for evaluating, tracking,and communicating the readiness of a technology for safe and effective human use.

Complete abstract:
In 2019, Dr. Kelly Steelman was selected as a Science Policy Fellow for the Human Factors and Ergonomics Society. In this presentation, Steelman will talk about the work of the Science Policy group over the past several years, focusing on the development of the Human Readiness Level (HRL) Scale—a simple 9-level scale for evaluating, tracking, and communicating the readiness of a technology for safe and effective human use. It is modeled after the well-established Technology Readiness Level (TRL) framework that is used throughout the government and industry to communicate the maturity of a technology and to support decision making about technology acquisition. The HRL scale is defined in the ANSI/HFES 400-2021 Standard and is currently being socialized throughout the government, Department of Defense,  and industry.
Dr. Steelman will discuss the promise of the HRL Scale and associated standard as tools for increasing awareness of the field of human factors and for establishing requirements for human-systems evaluation—and the involvement of human-systems experts—throughout the development lifecycle.

Brandon Woolman presents research findings at MI Society for Neuroscience

Applied Cognitive Science and Human Factors (ACSHF) MS student Brandon Woolman presented his team’s research findings during the Michigan Chapter Society for Neuroscience at Central Michigan University on August 20.

Woolman’s, along with teammates Alexandra Watral (ACSHF PhD candidate), Rajiv Ranganathan (Kinesiology, Michigan State University), and advisor Dr. Kevin Trewartha, research titled “Sensorimotor Adaptation and Retention in Mild Cognitive Impairment and Early Alzheimer’s Disease,” is made possible by grant funding from the National Institute on Aging (NIH).

The study included preliminary data from participants diagnosed with the early stages of Alzheimer’s Disease (AD), and control groups of cognitively healthy older and younger adults. All of which performed a force-field adaption task using a specialized robotic device (KINARM). The team investigated whether the early stages of motor learning are affected by early AD, and whether those patients exhibit additional impairments in short-term (i.e., within the testing session) and long-term retention (after a 24-hour delay) of a newly acquired motor skill.

Participants were instructed to reach for visual targets, and while their arms moved, the robot would apply a velocity-dependent force perpendicular to the direction of the target. The mechanical load hinders smooth movements toward the target, but over time participants
adapt by applying forces to counter the load. Short-term retention of force-field adaption was assessed in a final block of trials on Day 1. Participants returned a day later to perform the same motor task to assess long-term skill retention over a 24-hour delay.

The work aims to determine whether acquisition, short- and long-term retention measures in a motor learning task, can identify differences between early AD and healthy aging. Measuring these differences could aid in the diagnosis of Alzheimer’s Disease in its earliest stages.

For more information and details on related research, see Dr. Trewartha’s Aging Cognition Action Lab website.

Brittany Nelson and the Summer Institute on Bounded Rationality

ACSHF PhD student Brittany Nelson (bottom left) at the Max Planck Institute for Human Development in Berlin, Germany

Summer is a time for adventure and learning. ACSHF PhD student Brittany Nelson earned her spot to experience both as the recipient of a 2022 Summer Institute on Bounded Rationality scholarship.

The program offers a forum for young scholars from around the world in various disciplines to share their approaches, discuss their research, and inspire each other. This year’s Summer Institute took place June 14 – 22, at the Max Planck Institute for Human Development in Berlin, Germany. Brittany shares her experience with us here.


Photo of Brittany Nelson

I’m very grateful to have attended the Max Planck Summer Institute on Bounded Rationality in Berlin, Germany. I heard from some of the best researchers in the world who study decision making (e.g., Dr. Gerd Gigerenzer and Dr. Ralph Hertwig). While there I developed and refined new research ideas, created a professional network with excellent graduate student researchers, learned new methodologies from interdisciplinary fields, and refined my presentation skills in front of leading experts! On the last day I heard an inspiring talk from Dr. Naomi Oreskes who discussed the responsibility of scientists to disseminate our science within our society. I really enjoyed my time there and am significantly better researcher for it. [Hear Dr. Oreskes message in her Ted Talk below.]

Brittany was also awarded a King-Chávez-Parks (KCP) Future Faculty Fellowship this past spring in support of her doctoral studies. Under the advisement of Dr. Erich Petushek, her current Ph.D. research involves identifying, measuring, and improving key factors that impact healthy lifestyle decisions.

For more CLS summer adventures and the latest happenings, follow us on Instagram @clsmtu and like us on Facebook.

Measuring Changes in Motor Learning Outside the Laboratory

The Aging, Cognition, and Action Lab in CLS is currently investigating the validity of a new web-based application for measuring changes in motor learning that occur in healthy aging and Parkinson’s disease. Traditional laboratory approaches to measuring motor learning impose barriers to accessibility for many participants, while few options for portable devices such as smartphones and tablets have been developed. An effective web-based approach would allow testing to occur remotely, improving the reach to multiple populations of interest.

As a part of their investigative research, Dr. Kevin Trewartha and his team are seeking healthy older adults to participate in the study, as well as those diagnosed with Parkinson’s disease. Interested participants are otherwise free from medical conditions that affect movement besides Parkinson’s disease, are between the ages of 60 and 90, and are familiar with computers and how to use them. Participants should also be free from other medical conditions that impair cognitive function.

Photo of PhD student Alexandra Watral

The research is spearheaded by ACSHF PhD student Alexandra Watral who received a Songer Research Award for this project. This award is funded through a generous donation from MTU alumni Matthew Songer, (Biological Sciences ’79) and Laura Songer (Biological Sciences ’80) to the College of Sciences and Arts.

For more information or to see if you qualify for the study, contact the Aging, Cognition and Action Lab at 906-487 2378.

Assessing the validity of an online assessment of motor learning, Alexandra Watral, 2022

Student Spotlight: Warat “Pomm” Khaewratana

CLS congratulates its most recent PhD recipient, Warat “Pomm” Khaewratana. 

Dr. Khaewratana successfully completed his dissertation, “Word games for education: Investigating the effectiveness of adding elaboration tasks to crosswords for learning technical vocabulary,” in May 2022.

Receiving a Royal Thai Scholarship to study in the United States, Pomm set out to help resolve the problem regarding a lack of skilled laborers in Thailand’s workforce. His motivation was to create effective and innovative workers with knowledge in the latest technology and skills obtained through specialized training and curriculum. He began his graduate studies at Rochester Institute of Technology (RIT), New York, and earned the degree Master of Science in Manufacturing and Mechanical Systems Integration before arriving at Michigan Tech. 

Pomm was accepted to the Applied Cognitive Science and Human Factors (ACSHF) PhD program in Fall 2018. He focused his doctoral research on the challenge in STEM education to not only memorize technical terms but learn and remember how to apply them in practice. He examined the gaming technique of crossword puzzles combined with strategies to enhance memory for training technical information. See dissertation abstract below for more information regarding this research.

Abstract: One challenge in STEM education is the learning of technical terms. In order to reason about higher-order scientific concepts, knowledge of technical vocabulary is often a prerequisite. Improving the knowledge may enhance learning of higher-order concepts because it reduces cognitive load students experience while learning. To that end, we need innovative learning-aid tools that help students not only in learning and remembering technical terms but also in applying the learned knowledge in broader concepts. This dissertation investigates the hypothesis that learning gain from crossword solving can be used to teach technical terms. Furthermore, I am also examining the hypothesis that an additional elaboration technique will enhance the effect of the crossword puzzle. In a series of seven experiments, I investigated the effect of crossword with add-on elaboration on students’ ability to retain memory of learned technical terms and to provide more in-depth explanations of those terms. Across experiments, I investigated (a) three different types of elaboration technique, (b) collaboration vs. individual participation, (c) in-person vs. online training, and (d) short vs. long delay. Across experimental variations, results indicated that using a crossword alone produced a statistically significant learning effect relative to a control condition. Although adding structured elaboration did provide benefits when added to crossword-based study, the results were mixed where additional time was given to crossword, and different elaboration techniques did not provide specific enhancement on memory retention. Implications for theoretical perspectives on learning technical vocabulary and best practices to implement crossword in educational settings are discussed.

Pomm will join Rajamangala University of Technology Lanna in Chiang Mai, Thailand as a teaching professor as part of the Royal Thai Government fully-funded international scholarship agreement. 

Pomm says the best memory of his time at Michigan Tech were all the group activities provided by Graduate Student Government (GSG), CLS department socials, and other university events. “I was able to try new things that I may not have gotten the chance to do on my own. Or if I did, it would not have been the same as experiencing it with others,” he explains. 

He also gave special thanks to his Co-advisors Elizabeth (Beth) Veinott and Shane Mueller, committee members (Shari Stockero, Amanda Gonczi, and Qian Zhang), colleagues, CLS staff, and chair Kelly Steelman. In closing, Pomm stated “I am who I am now because of them. Graduate student life can be very challenging. These people have helped me to succeed and prepare for my future.”

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Special shout out to colleagues Isaac and Stephanie Flint, Thomas Offer-Westort, Kaitlyn Roose, Anne Linja, Lamia Alam, and Shruti Amre.

Undergraduate Research Symposium

On Tuesday, April 19, the PSY 3001 Research Methods class hosted a poster session presenting the research they completed during the last semester as part of the course. The course instructor and research advisor for these undergraduate students is CLS associate professor Dr. Shane Mueller.

There were seven posters from 15 students in the symposium with faculty staff and students attending the event.
The abstracts for each poster is listed below the photo gallery.

Peer Evaluation Study of a Women’s Reproductive Health Course: A Synthesis of a Qualitative Study of Medical Professionals.  
Erin Brooks
The education of young women has transitioned from health and sex education to what it implies to “get your period” and how to actively avoid pregnancy (Schmitt et al., 2021). Young women have the right to be taught the basics of their reproductive system and the skills to identify and understand their own health. In an effort to combat this lack of knowledge, studies have researched the knowledge of fertility awareness in individuals and where they received their education (Chowlowska et al., 2020; Armour et al., 2021). The goal of this two part study is to identify a gap in the knowledge of young women about their reproductive health and to design a course that would educate women about the information that was not taught to them. The study was of a two part design: the first was semi-structured interviews with women’s health professionals, and,the second part was a peer evaluation of a course that addressed this gap. The results of the first study came to a conclusive identification of an educational gap on the natural signs and patterns of a woman’s cycle, including misconceptions women have held about their own bodies. The peer evaluations also held a high rate of correlation in the direction that the knowledge presented in the short course was beneficial to them as individuals. These studies helped to bring to light the knowledge gap there is in the education of young women today and where there is room for growth, providing the basis for courses for future classes.

Failure to Replicate: The Influence of Post-Event Information on Situation Recall.
Kaitlyn Baccus, Gabby Bosley and Makenna Nuttall
The purpose of this study was to explore the influence of post-event information on situational recall. We hypothesized  that when given leading post-event information after viewing a dashcam video, participants will be less likely to accurately describe and remember the event than those who are not given leading post-information. Participants were randomly assigned to one of two Google surveys with questions to assess their knowledge of a dashcam video of a car accident they watched. Questions about the accident included filler questions and one key question about car speed. The results of the data did not support our hypothesis and showed that the non-leading group reported a higher average speed than the leading group. These results encouraged us to conduct a second study, this time a within-subjects study. Four surveys were created using older car accident videos and an attention-check video of a mountain bike accident. These videos were counterbalanced with leading and non-leading questions regarding the event that occurred in the videos. The key questions were again related to the car’s speeds. The results of this study showed that there was not a significant effect of verbiage on vehicle speed estimates between the conditions.

Comparing the Perceived Effectiveness and Difficulty of Memorization Strategies in Different Age Groups.
Trenton Laramore, Abby Morley, and Samantha Walker 
Previous studies on the use of mnemonics as a study technique have found that deeper analysis and longer processing time of material will enhance memory performance (Craik & Lockhart, 1972). However, there has not been much research on the comparison of mnemonic strategies. It is hypothesized that the Story Strategy (SS) would be more effective in free recall compared to the First Letter Strategy (FLS). An online randomized questionnaire assigned participants into four groups that watched two videos testing both strategies. After recall, participants were asked to assess difficulty and effectiveness. Results show that participants recalled more words using the SS compared to the FLS and thought the SS was more effective and difficult overall. These results suggest that deeper levels of processing are linked to better performance. This study leads to further research in our second study about how age impacts perceived difficulty and strategy performance. Participants were randomly assigned into two groups and watched four videos where both strategies were tested. Participants were then instructed to recall words utilizing the strategy they were given. After recall, participants were asked to subjectively assess effectiveness, difficulty, and usefulness.  Results show that FLS was considered more difficult, while SS was considered more effective, but memory performance was not impacted by age for either strategy.  Results suggest that use of memory strategies may successfully counteract organic mild effects of memory loss as we age.

Sexual Education Comprehensiveness As It relates to Comfort and Suggested Material for Grades 6-8.  
Keighley Blindauer, Cat Madish, and Katie Ulinski  
The teaching of sexual education is currently under scrutiny by many and the value of teaching the topic is under question. Previous research has shown that students retain knowledge better when the class is comprehensive and inclusive as well as that students want that kind of instruction (Narushima et al., 2020). It is therefore the goal of study one was to discover if there is a correlation between comprehensiveness of past sexual education and comfort level when discussing sexual topics. The data showed that there was not a correlation between comprehensiveness and comfort level (Perarson’s correlation, p=0.886, p > 0.05). Despite this finding, it is the goal of the second study to suggest a new course in sexual education that is more inclusive and comprehenesive than pervious standards. To do this, current standards were compared and a new syllabus was suggested. A specific lesson plan was also suggested. Based on the first study and suggested materials, the teaching of sexual education is a constantly shifting field that needs to respond to what students learn best to.

The Perception of Self-Esteem Levels and its Effect on Mental Disorders.
– Jayden Middlecamp and Caity Weirick 
Self-esteem and mental illnesses are two things that often go together, and the presence of mental illnesses can create low self-esteem over time through feelings of anxiety, depression, and many other common mental health conditions. There is often a stigma surrounding mental illnesses in the United States that everyone who suffers from them will have low self-esteem, and those who have higher self-esteem are not as prone to developing or suffering from mental illnesses. Previous research has investigated these stigmas of mental health, as well as addressed the ways in which mental illnesses impact self-esteem. However, our interest lies in investigating whether or not levels of self-esteem (low or high) will impact someone’s perception of that individual’s mental state. Two surveys were created in order to assess this and included four different scenarios with common, easily-identifiable mental disorders. Each scenario was accompanied by statements from the Rosenberg Self-Esteem Scale in order to imply low or high self-esteem without directly stating it. This allowed participants to get an impression of the person in each scenario. Following up, they were asked if they believed their self-esteem impacted their mental disorder. Results of this study were computed in a paired-samples t-test, giving a result of 0.008. Since the p value is less than 0.05, the null hypothesis is rejected and the results are statistically significant, showing that participants were more likely to say that high self-esteem impacted mental disorders compared to those with low self-esteem.

Change Blindness: Recognizing Facial Change and Comparing Confidence.
Alyssa Everett & Kallie Weecks 
Past research has shown that small changes often go undetected, which introduced a phenomenon known as “change blindness.” Research has also been done to show that the brain has a specific area called the Fusiform Face Area for recognizing facial features. However, little research has addressed which parts of the face changes often go unnoticed or how confidence affects detection. Utilizing the flicker paradigm, videos were developed to test if relevant changes were more easily noticed in faces and less susceptible to change blindness. The results from Study 1 showed that there was a significant difference between big and small changes, but irrelevant and relevant changes were not statistically different. This shows that the materials used in this study were well made to have big and small changes indicating that these videos could be used for further research. Study 2 used the materials from Study 1 to compare confidence to the ability to detect changes. This was done by showing a short clip of a video and asking participants to rate their confidence in identifying a change in the longer video. This found that there was a statistically significant correlation between the confidence and the accuracy of detection. This implies there may be the ability to detect a change before identifying what the change is.

Identity Formation Among Undergraduate Engineering Students at Michigan Technological University.
Emily Grant 
Sixty percent of Michigan Technological University (MTU) students are enrolled in an engineering program. Identity within one’s career has been a researched topic for many years and it shows that there is a high correlation between one’s success in their career and how much one identifies with their career choice. Social Cognitive Career Theory (SCCT) theorizes that an individual’s interests, choices, achievement, and satisfaction all interact with each other (Lent et al., 1994). To test and further understand this research two studies were conducted involving engineering students at MTU. These studies’ main goal was to understand and conceptualize how much identifying as an engineer can impact one’s success throughout their time at MTU as well as their success after graduating when thrust into the professional engineering world. Throughout this research, I take a look into the opinions and feelings of MTU engineering students to discover what it is that led them to pursue a degree in engineering. Using the Critical Decision Method (CDM) interview process involving 6 participants which preceded a survey/questionnaire that expands the sample size to 94 engineering students, I’ve Developed a qualitative model of students perceive themselves as engineers, whether any role models led them to this point, and finally, a sense of how MTU either supports or neglects the needs for engineering students to succeed and create a strong identity with their chosen field of engineering.

To learn about the latest in our undergraduate, graduate, and faculty research – follow us on Instagram and Facebook @clsmtu!

ACSHF Forum: Grad Student Presentations

The Department of Cognitive and Learning Sciences will host ACSHF PhD Students Tauseef Ibne Mamun and Brittany Nelson at the next Applied Cognitive Science and Human Factors forum. Their presentations will be from 2:00 to 3:00 p.m. Monday (April 18) in Meese 109 and via Zoom.

Tauseef Ibne Mamun
Connected Vehicle Field Study: Outcomes and Challenges
Abstract: Poor driver decision-making continues to be a challenge at Highway-Rail Grade Crossings (HRGC). One way to improve safety has been to introduce a new, in-vehicle warning system that communicates with the external HRGC warning systems. The system gives drivers different rail-crossing-related warnings (e.g., approaching crossing, train presence) depending on the vehicle location. In a rare field study, 15 experienced drivers drove a connected vehicle (Chevy Volt) and used the warning system on a 12-mile loop, then completed a semi-structured interview and usability survey. Results from the post-drive survey and interview are reported and provide a template for future usability assessments for field studies involving new technologies.

Brittany Nelson
Identifying Healthy Lifestyle Knowledge Gaps Among Medical and Non-medical Students
Abstract: Across the US, chronic illnesses including cancer and cardiovascular disease are a result of poor lifestyle decisions such as diet, tobacco/alcohol use, and physical inactivity. Data suggests that previous interventions lack effectiveness for impacting lifestyle decisions, particularly long term. One reason why individuals continue to engage in unhealthy behaviors may be due to gaps in understanding that are not currently filled by previously developed interventions. To the extent individuals are informed of the risks/benefits of key health behaviors and the tools valuable for overcoming challenges associated with engaging/quitting those behaviors then people are more equipped to make decisions that are in-line with their goals and values. Little information exists on what informational gaps people hold. Therefore, the objective of this study was two-fold. First, it was designed to measure how calibrated medical and non-medical students are on the relation between lifestyle behaviors and their risk of major diseases. Second, this study was designed to identify informational gaps that impact perceived challenges of engaging in healthier lifestyle behaviors. Data from medical (N = 128) and non-medical (N = 24) students suggests they hold insufficient knowledge regarding the relation between lifestyle behaviors and risk of health outcomes. The most commonly reported barriers across non-dietary behaviors were time 39%, lack of motivation 15%, and weather 9%. The most commonly reported barriers specific to eating behaviors were cost 26%, taste 21%, and food spoiling too quickly 10%. The results from this study have implications for future intervention design.