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Full-Text Articles in Social and Behavioral Sciences

The Effects Of Perfume On Work Performance, Tian Soon Choo, Hiral Bharatbhai Variya Jun 2024

The Effects Of Perfume On Work Performance, Tian Soon Choo, Hiral Bharatbhai Variya

Introduction to Research Methods RSCH 202

This study investigates how fragrance could affect staff efficiency at work in the service industry, particularly insurance agents. Scent is recognised to affect human behavior and perception; nevertheless, the majority of study to date has overlooked scent's possible impact on job performance in favor of focusing on its relationship to confidence and beauty. We will explore whether wearing perfume improves work performance through a panel study with 100 insurance agents. Performance is gauged by the number of policies sold and the amount of premium generated. Our study proposes to investigate the potential significant impact of perfume, both positive and negative, …


The Sky Is Falling… Or Is It?, Sarah Nilsson, Mike Canada Feb 2024

The Sky Is Falling… Or Is It?, Sarah Nilsson, Mike Canada

National Training Aircraft Symposium (NTAS)

There are two sides to the issue of societal acceptance of advanced/urban air mobility when it comes to mental health. One is that of the pilots’ mental health, and a topic for another day. The other is that of society’s mental health, the topic of this paper. More specifically, this research seeks to uncover what causes society the most angst when it comes to these operations. Literature review shows that stress increases with noise levels of aircraft flying overhead, as well as vehicle safety. Furthermore, for passengers, the stress caused by fear of flying may be compounded when a pilot …


Taking Flight Or Taking A Pass? Exploring Factors Influencing Consumer Willingness To Pay For Evtol Travel, David C. Ison Jan 2024

Taking Flight Or Taking A Pass? Exploring Factors Influencing Consumer Willingness To Pay For Evtol Travel, David C. Ison

International Journal of Aviation, Aeronautics, and Aerospace

The Advanced Air Mobility (AAM) industry is experiencing significant growth due to technological advancements and increasing demand for efficient travel experiences. The market is expected to reach $45 billion by 2030, with major players like Joby, Archer, Beta, and Wisk dominating. This study aimed to assess public willingness to pay for AAM services using eVTOLs, using Amazon's Mechanical Turk platform. The survey yielded a response rate of 85.8%, with 1,622 completed surveys. The study found that younger urban consumers were more willing to pay higher prices for AAM electric vertical takeoff and landing (eVTOL) aircraft trips than older participants, possibly …


History’S Slowest Digital Transformation: The Long Road To Flight Data Monitoring, Michael Ott Msaam, Fraes, Atp Jan 2024

History’S Slowest Digital Transformation: The Long Road To Flight Data Monitoring, Michael Ott Msaam, Fraes, Atp

Journal of Aviation/Aerospace Education & Research

Flight data monitoring (FDM) began in the flight test community in 1939 and entered the airline industry in 1974. In the 48 years since, however, very few operators have chosen to adopt this practice, which has shown clear safety benefits where it has found acceptance. While technical issues have created some obstacles, cultural issues have proven the greatest hindrance to wider FDM adoption. These cultural issues originated in the traits associated with pilots’ personalities, especially distrust of the regulators and operators who would administer flight data analysis programs (FDAP) that used FDM information. U.S. regulators have relied on voluntary adoption, …


'I’M A Pilot First, Female Second': Why Flight Deck Gender Imbalance Persists And The Case For Allyship, Kimberly Perkins Atp, Fraes, Rachael H. Merola Phd, Sourojit Ghosh, Cecilia Aragon Phd, Atp Jan 2024

'I’M A Pilot First, Female Second': Why Flight Deck Gender Imbalance Persists And The Case For Allyship, Kimberly Perkins Atp, Fraes, Rachael H. Merola Phd, Sourojit Ghosh, Cecilia Aragon Phd, Atp

Journal of Aviation/Aerospace Education & Research

Why is there greater gender parity for long-haul truck drivers, astronauts, and paleontologists than for women airline captains? This study uses a mixed-methods approach to examine the underlying causes of the gender imbalance in the United States aviation industry, in which only 3.6% of airline captains are women. Two polls and one survey gather data from professional pilots (N=1093) on their experience with stereotyping, gender bias, and allyship. Direct comments were analyzed to shed light on the results of the survey. Results suggest that, contrary to prevailing perceptions, the persistent gender imbalance in the flight deck can largely be attributed …


Public Acceptance Of Medical Screening Recommendations, Safety Risks, And Implied Liabilities Requirements For Space Flight Participation, Cory J. Trunkhill Oct 2022

Public Acceptance Of Medical Screening Recommendations, Safety Risks, And Implied Liabilities Requirements For Space Flight Participation, Cory J. Trunkhill

Doctoral Dissertations and Master's Theses

The space tourism industry is preparing to send space flight participants on orbital and suborbital flights. Space flight participants are not professional astronauts and are not subject to the rules and guidelines covering space flight crewmembers. This research addresses public acceptance of current Federal Aviation Administration guidance and regulations as designated for civil participation in human space flight.

The research utilized an ordinal linear regression analysis of survey data to explore the public acceptance of the current medical screening recommended guidance and the regulations for safety risk and implied liability for space flight participation. Independent variables constituted participant demographic representations …


A Case Study Of Community Of Inquiry Presences And Cognitive Load In Asynchronous Online Stem Courses, Emily K. Faulconer, Darryl J. Chamberlain Jr. Sep 2022

A Case Study Of Community Of Inquiry Presences And Cognitive Load In Asynchronous Online Stem Courses, Emily K. Faulconer, Darryl J. Chamberlain Jr.

Publications

The design and facilitation of asynchronous online courses can have notable impacts on students related to persistence, performance, and perspectives. This case study presents current conditions for cognitive load and Community of Inquiry (CoI) presences in an asynchronous online introductory undergraduate STEM course. Researchers present the novel use of Python script to clean and organize data and a simplification of the instructional efficiency calculation for use of anonymous data. Key relationships between cognitive load and CoI presences are found through validated use of NASA-TLX instrument and transcript analysis of discussion posts. The data show that student presences are not consistent …


“You’Ll Never Really Be One Of Us”: Women’S Underrepresentation In The Aviation Workforce, Rebecca K. Lutte Ph.D., Shannon M. Morrison Ph.D. Jan 2022

“You’Ll Never Really Be One Of Us”: Women’S Underrepresentation In The Aviation Workforce, Rebecca K. Lutte Ph.D., Shannon M. Morrison Ph.D.

Journal of Aviation/Aerospace Education & Research

Women are underrepresented in many aviation occupations despite outreach and recruitment efforts from multiple organizations. Attracting women into aviation is a necessity not only to address workforce demand but also to achieve the benefits of a more diverse workforce to include enhanced profitability, safety, and innovation. To address the gender gap, the research presented here attempts to inform recruitment/retention strategies by identifying both the positive and negative factors that influence a woman’s decision to pursue a career in aviation and the decision to persist. Additionally, factors such as participation in youth outreach programs, role of mentors, influencers who support or …


The Amorphous Nature Of Hackers: An Exploratory Study, Kento Yasuhara, Daniel Walnycky, Ibrahim Baggili, Ahmed Alhishwan Jan 2022

The Amorphous Nature Of Hackers: An Exploratory Study, Kento Yasuhara, Daniel Walnycky, Ibrahim Baggili, Ahmed Alhishwan

Annual ADFSL Conference on Digital Forensics, Security and Law

In this work, we aim to better understand outsider perspectives of the hacker community through a series of situation based survey questions. By doing this, we hope to gain insight into the overall reputation of hackers from participants in a wide range of technical and non-technical backgrounds. This is important to digital forensics since convicted hackers will be tried by people, each with their own perception of who hackers are. Do cyber crimes and national security issues negatively affect people’s perceptions of hackers? Does hacktivism and information warfare positively affect people’s perception of hackers? Do individual personality factors affect one’s …


Human-Controlled Fuzzing With Afl, Maxim Grishin, Igor Korkin, Phd Jan 2022

Human-Controlled Fuzzing With Afl, Maxim Grishin, Igor Korkin, Phd

Annual ADFSL Conference on Digital Forensics, Security and Law

Fuzzing techniques are applied to reveal different types of bugs and vulnerabilities. American Fuzzy Lop (AFL) is a free most popular software fuzzer used by many other fuzzing frameworks. AFL supports autonomous mode of operation that uses the previous step output into the next step, as a result fuzzer spends a lot of time analyzing minor code sections. By making fuzzing process more focused and human controlled security expert can save time and find more bugs in less time. We designed a new module that can fuzz only the specified functions. As a result, the chosen ones will be inspected …


Timestamp Estimation From Outdoor Scenes, Tawfiq Salem, Jisoo Hwang, Rafael Padilha Jan 2022

Timestamp Estimation From Outdoor Scenes, Tawfiq Salem, Jisoo Hwang, Rafael Padilha

Annual ADFSL Conference on Digital Forensics, Security and Law

The increasing availability of smartphones allowed people to easily capture and share images on the internet. These images are often associated with metadata, including the image capture time (timestamp) and the location where the image was captured (geolocation). The metadata associated with images provides valuable information to better understand scenes and events presented in these images. The timestamp can be manipulated intentionally to provide false information to convey a twisted version of reality. Images with manipulated timestamps are often used as a cover-up for wrongdoing or broadcasting false claims and competing views on the internet. Estimating the time of capture …


Digital Forensics For Mobility As A Service Platform: Analysis Of Uber Application On Iphone And Cloud, Nina Matulis, Umit Karabiyik Jan 2022

Digital Forensics For Mobility As A Service Platform: Analysis Of Uber Application On Iphone And Cloud, Nina Matulis, Umit Karabiyik

Annual ADFSL Conference on Digital Forensics, Security and Law

Uber is a ride-hailing smartphone application (app) that allows users to order a ride in a highly efficient manner. The Uber app provides Mobility as a Service and allows users to easily order a ride in a private car with just a few clicks. Uber stores large amounts of data on both the mobile device the app is being used on, and in the cloud. Examples of this data include geolocation data, date/time, origin/destination addresses, departure/arrival times, and distance. Uber geolocation data has been previously researched to investigate the privacy of the Uber app; however, there is minimal research relating …


Microsoft Defender Will Be Defended: Memoryranger Prevents Blinding Windows Av, Denis Pogonin, Igor Korkin, Phd Jan 2022

Microsoft Defender Will Be Defended: Memoryranger Prevents Blinding Windows Av, Denis Pogonin, Igor Korkin, Phd

Annual ADFSL Conference on Digital Forensics, Security and Law

Windows OS is facing a huge rise in kernel attacks. An overview of popular techniques that result in loading kernel drivers will be presented. One of the key targets of modern threats is disabling and blinding Microsoft Defender, a default Windows AV. The analysis of recent driver-based attacks will be given, the challenge is to block them. The survey of user- and kernel-level attacks on Microsoft Defender will be given. One of the recently published attackers’ techniques abuses Mandatory Integrity Control (MIC) and Security Reference Monitor (SRM) by modifying Integrity Level and Debug Privileges for the Microsoft Defender via syscalls. …


Smart Home Forensics: Identifying Ddos Attack Patterns On Iot Devices, Samuel Ho, Hope Greeson, Umit Karabiyik Jan 2022

Smart Home Forensics: Identifying Ddos Attack Patterns On Iot Devices, Samuel Ho, Hope Greeson, Umit Karabiyik

Annual ADFSL Conference on Digital Forensics, Security and Law

Smart homes are becoming more common as more people integrate IoT devices into their home environment. As such, these devices have access to personal data on their homeowners’ networks. One of the advantages of IoT devices is that they are compact. However, this limits the incorporation of security measures in their hardware. Misconfigured IoT devices are commonly the target of malicious attacks. Additionally, distributed denial-of-service attacks are becoming more common due to applications and software that provides users with easy-to-use user interfaces. Since one vulnerable device is all an attacker needs to launch an attack on a network, in regards …


A Lightweight Reliably Quantified Deepfake Detection Approach, Tianyi Wang, Kam Pui Chow Jan 2022

A Lightweight Reliably Quantified Deepfake Detection Approach, Tianyi Wang, Kam Pui Chow

Annual ADFSL Conference on Digital Forensics, Security and Law

Deepfake has brought huge threats to society such that everyone can become a potential victim. Current Deepfake detection approaches have unsatisfactory performance in either accuracy or efficiency. Meanwhile, most models are only evaluated on different benchmark test datasets with different accuracies, which could not imitate the real-life Deepfake unknown population. As Deepfake cases have already been raised and brought challenges at the court, it is disappointed that no existing work has studied the model reliability and attempted to make the detection model act as the evidence at the court. We propose a lightweight Deepfake detection deep learning approach using the …


Detection Of Overlapping Passive Manipulation Techniques In Image Forensics, Gianna S. Lint, Umit Karabiyik Jan 2022

Detection Of Overlapping Passive Manipulation Techniques In Image Forensics, Gianna S. Lint, Umit Karabiyik

Annual ADFSL Conference on Digital Forensics, Security and Law

With a growing number of images uploaded daily to social media sites, it is essential to understand if an image can be used to trace its origin. Forensic investigations are focusing on analyzing images that are uploaded to social media sites resulting in an emphasis on building and validating tools. There has been a strong focus on understanding active manipulation or tampering techniques and building tools for analysis. However, research on manipulation is often studied in a vacuum, involving only one technique at a time. Additionally, less focus has been placed on passive manipulation, which can occur by simply uploading …


Anatomy Of An Internet Hijack And Interception Attack: A Global And Educational Perspective, Ben A. Scott, Michael N. Johnstone, Patryk Szewczyk Jan 2022

Anatomy Of An Internet Hijack And Interception Attack: A Global And Educational Perspective, Ben A. Scott, Michael N. Johnstone, Patryk Szewczyk

Annual ADFSL Conference on Digital Forensics, Security and Law

The Internet’s underlying vulnerable protocol infrastructure is a rich target for cyber crime, cyber espionage and cyber warfare operations. The stability and security of the Internet infrastructure are important to the function of global matters of state, critical infrastructure, global e-commerce and election systems. There are global approaches to tackle Internet security challenges that include governance, law, educational and technical perspectives. This paper reviews a number of approaches to these challenges, the increasingly surgical attacks that target the underlying vulnerable protocol infrastructure of the Internet, and the extant cyber security education curricula; we find the majority of predominant cyber security …


A Low-Cost Machine Learning Based Network Intrusion Detection System With Data Privacy Preservation, Jyoti Fakirah, Lauhim Mahfuz Zishan, Roshni Mooruth, Michael L. Johnstone, Wencheng Yang Jan 2022

A Low-Cost Machine Learning Based Network Intrusion Detection System With Data Privacy Preservation, Jyoti Fakirah, Lauhim Mahfuz Zishan, Roshni Mooruth, Michael L. Johnstone, Wencheng Yang

Annual ADFSL Conference on Digital Forensics, Security and Law

Network intrusion is a well-studied area of cyber security. Current machine learning-based network intrusion detection systems (NIDSs) monitor network data and the patterns within those data but at the cost of presenting significant issues in terms of privacy violations which may threaten end-user privacy. Therefore, to mitigate risk and preserve a balance between security and privacy, it is imperative to protect user privacy with respect to intrusion data. Moreover, cost is a driver of a machine learning-based NIDS because such systems are increasingly being deployed on resource-limited edge devices. To solve these issues, in this paper we propose a NIDS …


Community-Based Rehabilitation's Effectiveness In Reducing Singapore Juvenile Recidivism, Denzil Neo, June Hyuk Lee, Mervin Xin Hong Chew, Munisraj Sarfoji, Timothy Prakash Dec 2021

Community-Based Rehabilitation's Effectiveness In Reducing Singapore Juvenile Recidivism, Denzil Neo, June Hyuk Lee, Mervin Xin Hong Chew, Munisraj Sarfoji, Timothy Prakash

Introduction to Research Methods RSCH 202

Singapore's juvenile recidivism rate has climbed by around 5% since 2013, putting the country at risk of increased youth crime. With several mandatory rehabilitative programmes classified into two categories, Community-Based Rehabilitation (CBR) and Institutional-Based Rehabilitation (IBR), it is unclear whether the mandatory individual rehabilitative programmes for offenders were actually effective in achieving their corrective goals. This proposal would undertake a regression analysis to compare the effectiveness of CBR and IBR programmes utilizing secondary data gathered by the Ministry of Social and Family Development (MSF) and primary data from a survey. The survey will provide previously unstudied insights into the offender's …


Women’S Perceptions Of The Aviation Workplace: An Exploratory Study, Lindsay Stevenson, Haydee Cuevas, Katya K. Rivera, Katie Kirkpatrick, Marisa Aguiar, Jorge L. D. Albelo Mar 2021

Women’S Perceptions Of The Aviation Workplace: An Exploratory Study, Lindsay Stevenson, Haydee Cuevas, Katya K. Rivera, Katie Kirkpatrick, Marisa Aguiar, Jorge L. D. Albelo

Publications

The purpose of this exploratory study was to garner a better understanding of the following research question: What factors may contribute to women’s retention in aviation occupations in the United States? The Aviation Occupation Survey was developed drawing from the published literature in organizational retention and diversity in aviation to explore this research question. The survey consisted of 50 Likert-scale items on nine subjects related to career retention. A total of 188 participants (women = 70, men = 118) completed the survey. Results revealed similarities between women and men on perceptions about numerous aspects of their workplace, particularly job satisfaction, …


Friendships In Gamers And Non-Gamers, Christina M. Frederick, Tianxin Zhang Jan 2021

Friendships In Gamers And Non-Gamers, Christina M. Frederick, Tianxin Zhang

Publications

Online social technologies, such as email, social networking applications, texting and others, are now used by a majority of individuals in the U.S. (Pew, 2018a). As a result, it is not uncommon to develop friendships with others that are conducted primarily in an online environment. However, we know little about the qualities of online friendships and how they may, or may not, differ from traditional face to face friendships. The present study focused on exploring friendship quality in online and offline domains using two groups: a gamer group and a non-gamer group that used non-gaming applications to connect with others …


Prediction Models For Willingness To Support Private And Government Space Ventures: A Regression Study, Danita Baghdasarin, Sheri Hashemi, Scott Winter, Stephen Rice Jan 2021

Prediction Models For Willingness To Support Private And Government Space Ventures: A Regression Study, Danita Baghdasarin, Sheri Hashemi, Scott Winter, Stephen Rice

International Journal of Aviation, Aeronautics, and Aerospace

Public opinion is critical to the future of United States (US) space ventures as it can affect factors such as funding and legislation. The purpose of this study was to identify factors that influence the American public’s willingness to support both private and government space ventures. A set of 15 possible predictors were identified via a review of similar articles and surveys, including demographic information, social media and news consumption behaviors, offline activity, and opinions about space ventures. A total of 638 adults from the US participated in this study via Amazon ® Mechanical Turk ®. A multiple regression analysis …


Are Countries With Higher Levels Of Mental Health Cases Experience Higher Divorce Rates?, Liu Ying Wong, Yi Pei Goh Dec 2020

Are Countries With Higher Levels Of Mental Health Cases Experience Higher Divorce Rates?, Liu Ying Wong, Yi Pei Goh

Introduction to Research Methods RSCH 202

This paper aims to determine if spouses’ mental health can be a factor affecting the divorce rate of marriage. A regression analysis is carried out to determine how the percentage of mental health cases in a country’s population affects the divorce rates of a country, while controlling the effects of labour force participation and income. The data from the selected 20 countries are collected from reputable world organizations selected. The results obtained from the regression analysis show that mental health has a marginally significant association with divorce rate and the association between income index and divorce rate is statistically significant.


Has The Pandemic Brought About A Healthier Lifestyle Among Adults?, Amirul Roslee Dec 2020

Has The Pandemic Brought About A Healthier Lifestyle Among Adults?, Amirul Roslee

Introduction to Research Methods RSCH 202

This study is the first in Singapore to examine how the lockdown had an impact on lifestyle habits among adults above 18 years old in Singapore. The results were collected through an online survey consisting of 18 questions. Linear Regression is used to find the relation between healthier people and the variables. The data analysis determined whether significant differences exist between essential workers and non-essential workers. The proposed research will aim to gain a deeper understanding of the lifestyle changes affected by the lockdown mainly with regards to exercise, sleeping habits, and mode of working.


Title Ix Effectiveness At American Universities, Corrine K. Girard Apr 2020

Title Ix Effectiveness At American Universities, Corrine K. Girard

Discovery Day - Prescott

The purpose of this research is to contribute to and improve existing university knowledge of the effectiveness of the University Title IX reporting process. After discussing experiences with Title IX with students at ERAU, it is apparent that there is a negative connotation among university students with this program. This research will build off of the research completed last year in which ERAU Title IX processes were compared to that of Occidental College and CalTech. This research aims to provide clarity to Title IX offices at the University to aid in successfully adapting their program to the needs of the …


Gender Differences In Factors Influencing Retention In Aviation Occupations, Katya K. Rivera, Katie Kirkpatrick, Marisa Aguiar, Lindsay Stevenson, Haydee Cuevas Ph.D. Mar 2020

Gender Differences In Factors Influencing Retention In Aviation Occupations, Katya K. Rivera, Katie Kirkpatrick, Marisa Aguiar, Lindsay Stevenson, Haydee Cuevas Ph.D.

National Training Aircraft Symposium (NTAS)

In the past 90 years, the workforce has been diversified in many fields yet diversity in the pilot workforce has remained stagnant. This also holds true for other aviation occupations (e.g., aviation maintenance, air traffic control). Promoting gender diversity is one approach to address the pilot shortage and ensure a strong aviation workforce in the future. This will involve opening aviation occupations to all members of society: leveraging the untapped potential in groups historically underrepresented in the industry. Women are a vast resource overlooked for far too long. Aviation companies need to target this group to fill the gap left …


Aviation Education Impacts On Cockpit Culture Of Chinese Student Pilots, Xiaoyu Wu, Yujia Liu, Terrence Kelly Jan 2020

Aviation Education Impacts On Cockpit Culture Of Chinese Student Pilots, Xiaoyu Wu, Yujia Liu, Terrence Kelly

Journal of Aviation/Aerospace Education & Research

The safety of the aviation industry heavily depends on the performance of pilots. A pilot with a good cockpit culture improves safety performance. However, a lack of understanding of how a well-established aviation program impacts student pilots’ cockpit culture regarding power distance, masculinity, individualism, and uncertainty avoidance. This study aimed to investigate the training effect on Chinese student perceptions regarding power distance, masculinity, individualism, and uncertainty avoidance, and its related variables. The study collected 726 Chinese student pilots and analyzed their cockpit culture based on the survey data. The study examined the academic tenure influences on cockpit culture variables within …


Examining Gender And Enjoyment: Do They Predict Job Satisfaction And Well-Being?, Christina M. Frederick, Elizabeth H. Lazzara Jan 2020

Examining Gender And Enjoyment: Do They Predict Job Satisfaction And Well-Being?, Christina M. Frederick, Elizabeth H. Lazzara

Publications

Within organizations, happiness of employees is of key importance, and researchers have theorized that work happiness is comprised of positive well-being and job satisfaction (Sgroi, 2015; Wright & Cropanzano, 2000). However, women experience the workplace differently than their male counterparts (Clark, 1997). In the present study, we examine how female leaders and non-leaders (compared to male leaders and non-leaders), experience well-being and job satisfaction, as well as how work enjoyment predicts well-being and job satisfaction. Participants (286 women and 255 men) completed a demographic measure, the Subjective Vitality Scale (Ryan & Frederick, 1997), the Job Satisfaction Survey (Macdonald & McIntyre, …


Freedom Triumphant: Embracing Joyful Freedom But Facing An Uncertain, Perilous Future, Thomas L. Tacker Nov 2019

Freedom Triumphant: Embracing Joyful Freedom But Facing An Uncertain, Perilous Future, Thomas L. Tacker

Publications

The newly freed slaves had almost nothing—no money, no education, and no strong social institutions, including marriage which had often been prohibited, rarely supported by slaveholders. Discrimination was rampant and government was often the worst discriminator. Yet, somehow, they triumphed. They built marriages that were actually slightly more stable than those of white families. The newly free went from virtually zero literacy to at least 50% literacy in a generation. They worked incredibly hard and increased their income about one third faster than white workers. The newly free, anchored in their strong faith, were amazingly forgiving and optimistic. Economics Professor …


Meta-Analysis Of Public Acceptance Of Unmanned Aircraft Systems In The United States, Miles M. Legere Jul 2019

Meta-Analysis Of Public Acceptance Of Unmanned Aircraft Systems In The United States, Miles M. Legere

Student Works

Automated and unmanned systems are rapidly revolutionizing every aspect of military, commercial, and public use operations in the United States. While this technology serves effectively in dull, dirty, and dangerous tasks, the rapid introduction of unmanned technologies into society has generated intense debate about their ethical, moral, and legal use. Specifically, the rise in the development and application of unmanned aircraft systems (UAS) has created significant public discord. As public acceptance of UAS plays a major role in the regulatory decisions that allow for expanded use in commercial and public use applications, it is critically important to understand the complexities …