Human Factors Psychology Commons^™

Comparing Human And Machine Learning Classification Of Human Factors In Incident Reports From Aviation, Claas Tido Boesser

Electronic Theses and Dissertations, 2020-2023

Incident reporting systems are an integral part of any organization seeking to increase the safety of their operation by gathering data on past events, which can then be used to identify ways of mitigating similar events in the future. In order to analyze trends and common issues with regards to the human element in the system, reports are often classified according to a human factors taxonomy. Lately, machine learning algorithms have become popular tools for automated classification of text; however, performance of such algorithms varies and is dependent on several factors. In supervised machine learning tasks such as text classification, …

Neurophysiological Correlates Of Trust In Robots, Theresa Kessler

Electronic Theses and Dissertations, 2020-2023

This work is designed to address the questions as to what drives and collapses trust between a human and a robot. Such information is needed to properly design automated decision aids. Human-robot trust (HRT) has traditionally been measured by questionnaires, which can be subject to lack of participant understanding, disengagement, and dishonesty. Therefore, implicit measures of trust are needed to measure HRT. The goal here is to identify neuro-physiological underpinnings (implicit measures) for HRT to assist designers in the development of automated robotic aids. More specifically, experiment one, looked to determine the effects of witnessing robot error on skin conductance …

Domestic Violence In Culturally And Linguistically Diverse (Cald) Communities: Perceptions, Therapeutic Approaches And Responses Of Frontline Workers In New South Wales (Nsw), Oluwatoyin A. Dedeigbo

Theses

Domestic violence is a universal public health concern (VicHealth, 2011; World Health Organisation [WHO], 2013). Domestic violence cuts across all countries, regardless of economic, social, cultural or religious differences (Ali et al., 2020; VicHealth, 2011; WHO 2013). Men are often responsible for perpetrating domestic violence against women (Australian Bureau of Statistics [ABS], 2019; Australia Institute of Health and Welfare [AIHW], 2018).

The effects of domestic violence on victims can be serious and long-term; affecting their physical and mental wellbeing, and lingering even after the exposure to violence has ended (Mitchell, 2011). That is, the effect on victims’ mental health is …

Free-To-Play? An Examination Of Intrinsic Motivation And Gaming Behaviors In U.S. Female Mobile Gamers, Margot Goldblum

Dissertations and Theses

The prevalence of U.S. female gamers has skyrocketed in recent years, largely due to the popularity of mobile games; however, this population is underrepresented in academic research. The present study aimed to close this gap in the literature by focusing on the motivations and behaviors of adult female mobile gamers in the U.S. It also aimed to capture changes in gaming motivation and behavior resulting from the onset of the COVID-19 pandemic. An online sample of 354 American women 18 to 77 years of age (M = 36.79, SD = 12.38) were surveyed about their motivations for mobile gaming, …

Fatigue Identification And Management In Flight Training Among Collegiate Aviation Pilots, Flavio Mendonca Ph.D., Julius Keller Ph.D., Michael Robertson Ph.D., Matt Romero

Publications

Objective: The purpose of this study was fivefold: to investigate the symptoms that would prompt collegiate aviation pilots perceive they are fatigued; to investigate the time of the day they are most fatigued; to investigate their academic and personal schedules; to investigate the methods collegiate aviation pilots utilize to ensure they are fit to fly; and to investigate whether they have received any academic and/or flight fatigue identification and management training.

Background: Fatigue is a pervasive safety hazard in aviation affecting several aspects of flight crew members’ ability to perform their job. Fatigue in aviation and its consequences has been …

Deindividuation In Anonymous Social Media: Does Anonymous Social Media Lead To An Increase In Non-Normative Behavior?, Shayn S. Davidson, Amy Bradshaw Hoppock, Rebecca A. Rohmeyer, Joseph Keebler, Christina M. Frederick

Publications

This research presents several aspects of anonymous social media postings using an anonymous social media application (i.e., Yik Yak) that is GPS-linked to college campuses. Anonymous social media been widely criticized for postings containing threats/harassment, vulgarity and suicidal intentions. However, little research has empirically examined the content of anonymous social media postings, and whether they contain a large quantity of negative social content. To best understand this phenomenon an analysis of the content of anonymous social media posts was conducted in accordance with Deindividuation Theory (Reicher, Spears, & Postmes, 1995). Deindividuation Theory predicts group behavior is congruent with group norms. …

The Stained Glass Of Knowledge: On Understanding Novice Mental Models Of Computing, Briana Christina Bettin

Dissertations, Master's Theses and Master's Reports

Learning to program can be a novel experience. The rigidity of programming can be at odds with beginning programmer's existing perceptions, and the concepts can feel entirely unfamiliar. These observations motivated this research, which explores two major questions: What factors influence how novices learn programming? and How can analogy by more appropriately leveraged in programming education?

This dissertation investigates the factors influencing novice programming through multiple methods. The CS1 classroom is observed as a "whole system", with consideration to the factors present in it that can influence the learning process. Learning's cognitive processes are elaborated to ground exploration into specifically …

Investigating The Impact Of Explanation On Repairing Trust In Ai Diagnostic Systems For Re-Diagnosis, Lamia Alam

Dissertations, Master's Theses and Master's Reports

AI systems are increasingly being fielded to support diagnoses and healthcare advice for patients. One promise of AI application is that they might serve as the first point of contact for patients, replacing routine tasks, and allowing health care professionals to focus on more challenging and critical aspects of healthcare. For AI systems to succeed, they must be designed based on a good understanding of how physicians explain diagnoses to patients, and how prospective patients understand and trust the systems providing the diagnosis, as well as the explanations they expect. In this thesis, I examine this problem across three studies. …

Impact Of Organizational Culture And Perceived Process Safety In The Uae Oil And Gas Industry, Mohamed Ali Al Mazrouei Mr., Khalizani Khalid Dr., Ross Davidson Dr., Salam Abdallah Dr.

The Qualitative Report

In the last few decades, there had been a lot of accidents in the oil and gas industry throughout the world. This article reports a qualitative study of 30 employees employed in the United Arab Emirates (UAE) oil and gas industry. Health, Safety, and Environment (HSE) culture is a concept which was studied in many researches. However, this research is set to examine how certain behaviors affect the safety performance in UAE’s oil and gas industry. Four core themes that were drawn from the interviewee discussions of how safety culture, leadership safety behaviors, supervisory safety behaviors, and employee training on …

Chronic Pain Acceptance: Optimism Mediates The Relation Between Dispositional Mindfulness And Pain Acceptance, Kelli Miles

Electronic Theses and Dissertations

ABSTRACT

Chronic pain is associated with many indicators of maladjustment. We expected that five individual components of dispositional mindfulness would be positively associated with pain willingness (Hypothesis 1) and activity engagement (Hypothesis 2). A mediational hypothesis was tested, whereby dispositional mindfulness would be positively associated with optimism and optimism would in turn be positively associated with both pain willingness and activity engagement (Hypothesis 3). Both Hypothesis 1 and 2 were partially supported. Acting with awareness and nonjudging were the only mindfulness components that were positively associated with pain willingness. Other components of mindfulness were either negatively associated with pain willingness …

Coaching Nurse Leaders In Conflict Management And Team Building To Improve Retention, Jeanette Black

Doctor of Nursing Practice (DNP) Projects

Abstract

Problem: Retention of assistant nurse managers (ANMs) was identified as a concern from interviews with executive leadership and ANMs employed at a large hospital within a Northern California integrated health system. The nurse leader orientation training was reviewed, with gaps identified in conflict management and team building.

Context: The attrition rate of U.S. nurse managers in 2010 was 8.3%, higher than executive nurse leaders, with replacement costs equal to 75% - 125% of a nurse manager’s salary (Loveridge, 2017). Employee turnover and dissatisfaction due to conflict can have detrimental effects on retention, productivity, morale, and quality of patient care. …

A Desire Fulfillment Theory Of Digital Game Enjoyment, Owen M. Schaffer

College of Computing and Digital Media Dissertations

Empirical research on what makes digital games enjoyable is critical for practitioners who want to design for enjoyment, including for Game Design, Gamification, and Serious Games. But existing theories of what leads to digital game enjoyment have been incomplete or lacking in empirical support showing their impact on enjoyment.

Desire Fulfillment Theory is proposed as a new theory of what leads to digital game enjoyment and tested through research with people who have recently played a digital game. This theory builds on three established theories: Expectancy Disconfirmation Theory, Theory of Basic Human Desires, and Flow Theory. These three theories are …

Human Adaptability For Deep Space Missions: An Exploratory Study, Paul T. Bartone, Robert R. Roland, Jocelyn V. Bartone, Gerald P. Krueger, Albert A. Sciarretta, Bjorn Helge Johnsen

Journal of Human Performance in Extreme Environments

The present qualitative study conducts in-depth interviews with astronauts and other subject matter experts in order to shed light on human adaptability in extreme environments. Deep space travel will entail a range of highly stressful conditions to which astronauts must adapt. Feelings of isolation will be increased, as the space traveler is farther from Earth for longer periods of time. Daily life will take place in small and confined areas, for durations extending into years. The dangers of the extreme environment of space are ever-present, and failure of critical equipment or components can lead to death. Astronauts will need to …

The Design Of Tiny Homes And Their Significance To Simplistic Living, Monica Garcia-Guzman

Undergraduate Honors Theses

This research examines the design of tiny homes and the importance they play in the lives of those that would usually have not been able to afford a house. The research will also focus on designing a tiny home with the use of design software to fully understand the extent of the characteristics of a tiny home. The design of these small dwellings, usually about 400-500 square feet, allows for a minimalist lifestyle that can be very low cost. The same materials that are used in traditional constructed homes are used for tiny homes because it makes them more durable …

Examining The Effect Of Interruptions At Different Breakpoints And Frequencies Within A Task, Sarah Anastazia Powers

Psychology Theses & Dissertations

Research on the effects of interruptions shows that they can be either costly or beneficial depending on which aspects of an interruption are manipulated. One important aspect that contributes to these conflicting results concerns when an interruption occurs. The present study explored how event segmentation theory (EST) can be used to determine optimal moments for an interruption relying on hierarchical task analysis (HTA) to identify coarse and fine event boundaries. Utilizing a 2 X 3 mixed design, undergraduate students completed a trip planning task divided into three task trials. The within-subjects factor was interruption timing, which had three levels: none, …

Recording System That Dramatically Increases Intellectual Productivity, Yoshihiko Ariizumi

Learning, Teaching, & Researching Optimization

この記事は、録音システムを使う利点、それが具体的にはどのような活動であり、なぜそのような効果が出るのかについて説明されている。私たちの知性にはまだ多くの研究されていない潜在的な能力があり、この録音システムを使うことによって、そのように眠っている能力を知的生産性のために利用することができる。

知的生産性を飛躍させる録音システム, Yoshihiko Ariizumi

Learning, Teaching, & Researching Optimization

This article explains the benefits of using a recording system, what it is, and why it works. Our intelligence has many unexplored potentials, and by using this recording system, such latent abilities can be utilized for intellectual productivity.

Keep The Faith Not The Guilt: Demonization Of Sex Workers, Jessica Hodges

Steeplechase: An ORCA Student Journal

Previous research shows that religiosity and attitudes about sexual topics are strongly correlated and typically negative. That is, as religiosity increases, views toward sexual topics tend to become more conservative or generally more negative in valence. However, current research also suggests that one’s sexual guilt may be the mediating influence in the relationship between religiosity and negative sexual attitudes. The present study seeks to replicate and extend research that examined the extent to which an individual's religiosity and sexual guilt influence their perspective of pornography and sex workers (Study 1). To replicate this (Study 2), a survey containing relevant measures …

Medical Students' Experiences And Outcomes Using A Virtual Human Simulation To Improve Communication Skills: Mixed Methods Study, Timothy Guetterman, Rae Sakakibara, Srikar Baireddy, Frederick W. Kron, Mark W. Scerbo, James F. Cleary, Michael D. Fetters

Psychology Faculty Publications

Background: Attending to the wide range of communication behaviors that convey empathy is an important but often underemphasized concept to reduce errors in care, improve patient satisfaction, and improve cancer patient outcomes. A virtual human (VH)–based simulation, MPathic-VR, was developed to train health care providers in empathic communication with patients and in interprofessional settings and evaluated through a randomized controlled trial.

Objective: This mixed methods study aimed to investigate the differential effects of a VH-based simulation developed to train health care providers in empathic patient-provider and interprofessional communication.

Methods: We employed a mixed methods intervention design, involving a comparison of …

How To Create And Maintain An Effective Information Architecture And Navigation System For Science Gateway Websites, Noreen Y. Whysel, Omni Marketing Interactive

Publications and Research

Whether you have an existing Science Gateway website or are creating your first one, this hands-on tutorial will show you, step by step, how to create and update gateway websites so that their content is easier to find and easier to use.

As a Science Gateway provides its web-based tools and resources, it is essential that these sites utilize specific usability tests and other research methods to ensure positive and productive experiences with the sites. Successful information architecture (IA), intuitive site navigation, and clear user interfaces (UIs) all rely on knowing where various users expect to find needed information.

Since …