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Full-Text Articles in Social and Behavioral Sciences

The Lived Experience Of The Covid-19 Pandemic Among Mandate-Resistant Adults In Washington State, Amber N. Peterson Jan 2024

The Lived Experience Of The Covid-19 Pandemic Among Mandate-Resistant Adults In Washington State, Amber N. Peterson

Antioch University Full-Text Dissertations & Theses

This study examined the lived experience of self-identified, mandate-resistant adults in Washington state. This study explored participants’ experience of the COVID-19 pandemic, from a retrospective framework by uncovering challenges, silver linings, decision-making, and self-reported mental health. Remote interviews were conducted with nine participants. Participants were between 23–31 years old, mostly male, and over half identified as Black. Through semi structured interviews, data was collected and analyzed using Interpretive Phenomenological Analysis (IPA). Participants described their experiences during the COVID-19 pandemic and highlighted significant changes in the way they lived their lives. Most notably, participants described ways in which they defied COVID-19 …


A Comparison Of Adult Black And White Male Killers' Behaviors, Their Motives For Murder, And What They Do With Their Victims' Bodies, Tracy Sargent Oct 2023

A Comparison Of Adult Black And White Male Killers' Behaviors, Their Motives For Murder, And What They Do With Their Victims' Bodies, Tracy Sargent

Doctoral Dissertations and Projects

Studies involving murder are often focused on one offender group or a specific victim type. Due to focused research on this topic, there is a need to explore homicidal research between two offender groups in order to compare deviant behaviors of persons who commit murder. The comparison of adult black male offenders and adult white male offenders, their motivations for murder, and what offenders do with their victims’ bodies is explored in the study. A total of 300 solved homicide cases, which consists primarily of adult male and female victims, and several child murders was collected. Such murder motivations of …


Sex Differences In Stress Reactivity, Brain Morphology, And Oxytocin In The Hypothalamus Of The Gray Short-Tailed Opossum (Monodelphis Domestica), Esperanza I. Zacarias, Daniela Rodriguez, Alexandra Chalons, Sasawan Heingraj, Nicole Altamirano, Joseph Rafac, John L. Vandeberg, Mario Gil Oct 2023

Sex Differences In Stress Reactivity, Brain Morphology, And Oxytocin In The Hypothalamus Of The Gray Short-Tailed Opossum (Monodelphis Domestica), Esperanza I. Zacarias, Daniela Rodriguez, Alexandra Chalons, Sasawan Heingraj, Nicole Altamirano, Joseph Rafac, John L. Vandeberg, Mario Gil

Research Colloquium

Understanding the effects of stress on behavior and cognition is important due to its impact on mental health and wellbeing (Schneiderman et al. 2005). Translational animal research can contribute to the development of new treatments that can improve therapeutic outcomes and our understanding of the neurobiology of stress. In the present study, we complement behavioral stress reactivity with immunohistochemical localization of oxytocin in the hypothalamus, a neuropeptide that regulates stress (Neumann & Slattery, 2016). Oxytocin has potential therapeutic use for mental health disorders (Neumann & Slattery, 2016), and the effects of oxytocin seem to be sexually dimorphic (Love, 2018). Using …


Comparing Effects Of Praise Rates On Classroom Behavior, Brittany Pigg Aug 2023

Comparing Effects Of Praise Rates On Classroom Behavior, Brittany Pigg

Master's Theses

High-quality academic instruction, and, in turn, student success, are correlated with effective classroom management (Gage, Scott, Hirn, & MacSuga-Gage, 2018; Johnson, 1997; Stronge, Ward, & Grant, 2011; Wang, Haertel, & Walberg, 1993). Students are spending up to 50% of their instructional time engaged in non-instructional activities such as classroom procedures, transitions, and discipline (Codding & Smyth, 2008). However, academic activities should account for at least 70% of classroom time (Little & Akin-Little, 2008). Praise, a simple classroom behavior management procedure, includes statements commending behavior and is intended to increase the future probability of the behavior that warranted praise. Behavior-specific praise …


Behavioral Economic Demand: Investigation Of Sex Differences In Four Core Genotype Model Of Oral Oxycodone Self-Administration, Michelle Elsmore, David Jentsch, Joshua Peck, Anushree Karkhanis May 2023

Behavioral Economic Demand: Investigation Of Sex Differences In Four Core Genotype Model Of Oral Oxycodone Self-Administration, Michelle Elsmore, David Jentsch, Joshua Peck, Anushree Karkhanis

Undergraduate Honors Theses

Opioid misuse has been identified to be related to problematic release of dopamine in the brain that is otherwise satiated by other alternative rewards. As mediated by patterns of positive and negative reinforcement, prolonged opioid use may transition into misuse and development of opioid use disorder. In human populations, men and women differ in their acquisition of drug use and escalation to drug misuse. Women quickly surpass their male counterparts in their transition from use to misuse in what is coined the telescoping effect. In this four core genotype model of oral oxycodone self administration, males were hypothesized to consume …


Plant Sentience: A Hypothesis Based On Shaky Premises, Carel Ten Cate Apr 2023

Plant Sentience: A Hypothesis Based On Shaky Premises, Carel Ten Cate

Animal Sentience

Plants may produce fascinating behavioural phenomena for which the label ‘cognitive process’ may be applicable, at least by some definitions. Segundo-Ortin & Calvo (2023) base their hypothesis that plants might be sentient on the premise of demonstrated presence of cognitive complexity. However, the way phenomena are ascribed, and how the term ‘cognitive’ is used by Segundo-Ortin & Calvo, deviates from the common practice in studies of animal cognition, implying greater complexity than seems justified. It thus provides a questionable basis for attributing sentience to plants.


Plant Sentience: "Feeling" Or Biological Automatism?, Andrea Mastinu Apr 2023

Plant Sentience: "Feeling" Or Biological Automatism?, Andrea Mastinu

Animal Sentience

Sentience refers to the ability of an organism to have subjective experiences such as sensations, emotions and awareness. Whereas some animals, including humans, are widely recognized as sentient, the question of whether plants are sentient is still debated among scientists, philosophers, and ethicists. Over the past 20 years, many scientists such as Trewavas, Baluška, Mancuso, Gagliano, and Calvo have reported interesting discussions about memory, behavior, communication, and intelligence in plants. However, the reported conclusions have not convinced the entire scientific community. In this commentary, I would like to focus on two critical aspects related to sentience: cognition and emotion


Survey On Current Interventions For Childhood Problem Behavior And Their Link To Future Criminal Behavior, Jada N. Stevens Apr 2023

Survey On Current Interventions For Childhood Problem Behavior And Their Link To Future Criminal Behavior, Jada N. Stevens

Honors College Theses

Criminal behavior is a prevalent concern for many communities. As such, researchers and clinicians often look for core causes of criminal behavior to address them early. Some theorize that childhood problem behavior is a common predictor of adult criminal behavior. As a result, emphasis is often placed on addressing childhood problem behavior early in order to prevent future criminal behavior. The current study explores the link between childhood problem behavior and adult criminal behavior. Specifically, we will look at how middle school teachers are addressing childhood problem behavior and how that relates to future predictions of criminal behavior. Data will …


Examining The Effect Of Physician Language On Physician Impressions, Kathleen L. Hopps, Anna H. Rini, Maggie E. Williams, Gina A. Paganini, E. Paige Lloyd Feb 2023

Examining The Effect Of Physician Language On Physician Impressions, Kathleen L. Hopps, Anna H. Rini, Maggie E. Williams, Gina A. Paganini, E. Paige Lloyd

DU Undergraduate Research Journal Archive

Previous research provides evidence that stigma can be perpetuated through language with consequences for well-being and quality of care. For example, providers who use stigmatizing language transmit bias toward patients with implications for care provided by other healthcare professionals. The current work extends upon this research by investigating perceptions of physicians who use stigmatizing or humanizing language. The current work sought to document the negative consequences of providers’ indelicate language on impressions of the provider, thereby motivating thoughtful language choices. To this end, the current work experimentally manipulated the language (stigmatizing, identity-first and destigmatizing, person-first) that hypothetical providers used to …


The Influence Of Parental Behavior On Emerging Adult Egocentrism, Lilly E. Rogers, Nicole Buttrey, Monica Bennett, Olivia Harris Jan 2023

The Influence Of Parental Behavior On Emerging Adult Egocentrism, Lilly E. Rogers, Nicole Buttrey, Monica Bennett, Olivia Harris

Science University Research Symposium (SURS)

Existing research indicates that adolescent egocentrism, people of adolescent age being overly interested in oneself, is influenced by numerous factors, including identity development and parental behavior (Scarfo, 1993). Though it has been shown that this link between perceived parental behavior and adolescent egocentrism exists (Adams & Jones, 1982), research has not yet examined this relationship in emerging adults. Thus, the purpose of the current study was to explore the relationship between parental behavior/support and egocentrism in emerging adults, while controlling for personality. Emerging adult college students (N = 46), completed a Qualtrics survey that measured imaginary audience (a component of …


Racial Healing In The Church: The Usefulness Of The Interpersonal Process In Therapy Model, Winston Seegobin Jan 2023

Racial Healing In The Church: The Usefulness Of The Interpersonal Process In Therapy Model, Winston Seegobin

Faculty Publications - Doctor of Psychology (PsyD) Program

Racial disunity is a major challenge facing the Christian church. This article examines psychological factors that contribute to and maintain both racial disunity and racial unity through the lens of the Interpersonal Process in Therapy model (Sullivan, 1968; Teyber & Teyber, 2017). It looks at how early interpersonal relationships in childhood influence interpersonal relationships as adults and how the therapeutic relationship as a healing influence can be applied to racial healing as adults. Spiritual factors that contribute to and maintain racial disunity and racial unity are also discussed. Understanding that it is the relationship that heals, specific strategies such as …


Moving Forward: Studying The Impact Of Future Self-Continuity And Active Commuting On Depression, Anxiety, And Stress, Max William Gehr Jan 2023

Moving Forward: Studying The Impact Of Future Self-Continuity And Active Commuting On Depression, Anxiety, And Stress, Max William Gehr

Senior Projects Fall 2023

The current research delves into the relationship between Future Self-Continuity (FSC) and mental health, particularly in the context of commuting behaviors. It employs a cross-sectional, observational design and relies on self-reported data. While this approach provides helpful perspicuity into the nature of the observed phenomena, it also expresses methodological limitations in terms of causal inference and variable control and manipulation. The study utilizes established psychometric tools as a basis for modified measures for the sake of brevity and digestibility by recruited online participants: the Truncated Future Self-Continuity Questionnaire (FSCQ-T) and the Depression Anxiety and Stress Scale-10 (DASS-10), to measure the …


Of Dogs And Bonds, Jeffrey R. Stevens Jan 2023

Of Dogs And Bonds, Jeffrey R. Stevens

Department of Psychology: Faculty Publications

In four of Charles Darwin’s classic works (Darwin, 1859, 1868, 1871, 1872), the domestic dog (Canis familiaris or Canis lupus familiaris)1 featured prominently, offering key examples to illustrate his ideas about evolution, domestication, comparative behavior and cognition, and emotional expression. Darwin held a clear fondness for dogs, and when replying to letters detailing the “sagacity” of dogs, he remarked “I can believe almost anything about them” (Darwin, 2014). Despite the early interest in their behavior and cognition by a number of leading scientists, dogs were rarely subject to serious investigation as a study species for 150 years. …


The Effects Of Screen Time On Children, Jacqueline Valdepenas Jan 2023

The Effects Of Screen Time On Children, Jacqueline Valdepenas

Nursing | Senior Theses

With the development of technology continuing to grow at a fast-paced pace in society, children are now becoming exposed to such technology at a younger age. The introduction of smartphones and tablets, which is defined as screen time in this paper, are being introduced to children as young as 6 months of age. Instead of children playing with toys recommended for their age, they use screen time for their play needs and entertainment. Some parents use screen time as a distraction and/or relief for their own needs when the child is upset or they’re unable to tend to the child. …


Tier Ii Behavioral Intervention: A Direct Comparison Of Two Versions Of Class Pass, Madeline Cordle Jan 2023

Tier Ii Behavioral Intervention: A Direct Comparison Of Two Versions Of Class Pass, Madeline Cordle

All Graduate Theses, Dissertations, and Other Capstone Projects

Disruptive behaviors are some of the most difficult behaviors for teachers to address in schools. They can take multiple forms in the classroom, and can impact the student displaying them, as well the rest of the learning environment in terms of academic engagement. Disruptive behaviors are believed to be displayed by students for the purpose of attaining social positive and social negative reinforcement. These behaviors also tend to fall into a higher level of need based on MTSS/PBIS tiered support models. Typically, disruptive behaviors fall within Tier II level of need, where universal supports are not enough, but intensive, individualized …


Profiling Ambivalence In The Context Of Nonsuicidal Self-Injury, Nicole Gray, Hannah Uren, Ethan James Pemberton, Mark Boyes Jan 2023

Profiling Ambivalence In The Context Of Nonsuicidal Self-Injury, Nicole Gray, Hannah Uren, Ethan James Pemberton, Mark Boyes

Research outputs 2022 to 2026

Background: We aimed to identify profiles of ambivalence among individuals with a history of non-suicidal self-injury (NSSI) and tested whether profiles differed across various theoretically informed constructs: NSSI-related characteristics, cognitive (outcome expectancies, self-efficacy to resist NSSI), emotional (psychological distress, difficulties in emotion regulation), personality, and incentives to engage/not engage in NSSI. Methods: Individuals with a lifetime history of NSSI (n = 224) reported the extent to which they wanted to and did not want to engage in NSSI and completed well-validated measures of the constructs of interest. Results: Latent profile analysis indicated four ambivalence profiles (avoid: n = 39; moderately …


Stability Of Universal Screening Over Time: An Examination Of The Student Risk Screening Scale, Rebecca Wagner Lovelace Dec 2022

Stability Of Universal Screening Over Time: An Examination Of The Student Risk Screening Scale, Rebecca Wagner Lovelace

Master's Theses

Universal screening is a proactive method to identify students that are at risk for social-emotional and behavior (SEB) problems and provide information to schools to support early intervention for at risk children. Current recommendations for practice indicate screening should be conducted at three time points during the school year. Previous studies suggest that this recommendation is not empirically based and fewer screenings per year may be sufficient for identifying students at risk. The current study seeks to extend the literature regarding the stability and consistency of screening scores over time by analyzing ratings from the Student Risk Screening Scale (SRSS) …


Reinforcement In The Information Revolution, Phillip M. Baker Jun 2022

Reinforcement In The Information Revolution, Phillip M. Baker

SPU Works

This chapter will outline what it means to be a behaving human and how AI makes sense of these concepts. It will then explore possible near-future implications of our remarkable progress in understanding how human behavior works with the assistance of AI from a neurobiological basis. A focus on understanding the reinforcement mechanisms of the brain will reveal the consequences of ceding control of so much of our brain-environment interactions to AI. It will conclude by offering a potential Christian response to this digital reality from a uniquely Anabaptist perspective.


Effects Of Recess On Educational Outcomes In Elementary School Children, Katelyn Whitham May 2022

Effects Of Recess On Educational Outcomes In Elementary School Children, Katelyn Whitham

Health, Human Performance and Recreation Undergraduate Honors Theses

Introduction: Because physical activity is beneficial for physical and mental health, the declining opportunities to implement adequate recesses in schools are devastating for children. If educational outcomes are positively affected by increased recess time or quality, schools are more likely to receive funding for programs and resources that support this renovation to recesses, providing research in lacking topics. Purpose: The purpose of this systematic review is to find related, academic articles for cross examination of data collected on the effects that recess has on educational outcomes so that schools may use this as a resource to receive funding to increase …


Buprenorphine Effects On Anxiety-Like Behavior In B6 Mice, Megan K. Thibert Apr 2022

Buprenorphine Effects On Anxiety-Like Behavior In B6 Mice, Megan K. Thibert

Select or Award-Winning Individual Scholarship

Buprenorphine, a semi-synthetic opioid prescribed for the treatment of opioid use disorder (OUD), has been suggested as a potential pharmacological treatment for anxiety. Some preclinical and clinical studies provide support for the anxiolytic effects of buprenorphine, but research in this area is scarce, and findings to date have been mixed. The present study was designed to test the hypothesis that buprenorphine alters anxiety-like behavior in C57BL/IJ (B6) mice measured using the elevated zero maze (EZM). Adult, male mice (n=10) were given subcutaneous injections of saline (control) and three doses of buprenorphine (0.3, 1, and 10 mg/kg). One hour following injection, …


The Relationship Between The Amount Of Training Time And Perceived Training Effectiveness To Teacher Perceptions About The Positive Behavioral Interventions And Supports Framework, Victoria Leigh Harr Morley Apr 2022

The Relationship Between The Amount Of Training Time And Perceived Training Effectiveness To Teacher Perceptions About The Positive Behavioral Interventions And Supports Framework, Victoria Leigh Harr Morley

Doctoral Dissertations and Projects

With a rise of behavioral concerns in the classroom, education systems have turned to positive behavior interventions and supports (PBIS) to reinforce positive behaviors. The purpose of this quantitative predictive correlational study was to examine the relationship between the fidelity of PBIS implementation, teacher perceived effectiveness of the programs, and time spent implementing the program. The theoretical framework for this study came from the applied behavior analysis theory. The researcher used a quantitative predictive correlational design to examine the relationship between the fidelity of implementation of PBIS programs, teacher perception of effectiveness of the PBIS framework, and time spent implementing …


Effects Of Socioeconomic Status On Consumer Behavior And Attitudes Towards A Brand’S Image, Abbey Haymond Apr 2022

Effects Of Socioeconomic Status On Consumer Behavior And Attitudes Towards A Brand’S Image, Abbey Haymond

Honors Theses

This research seeks to understand more about the effects of socioeconomic background on consumer behavior and its impact on the perception of brand images. Data from people of different SES were compared to understand how they view advertisements intended for different audiences and their corresponding effects. It was conducted by sending out a confidential, voluntary survey to a convenience sample targeting 100 consumers. Consumers were asked to rate statements, on a scale of one to five, for each of the research questions to assess specific aspects of their consumer attitudes and behaviors. The high SES group has a higher average …


From An Ambivert's Perspective: The Relationships Between Personality Types, Attachment Styles, And Behavioral Tendencies Of Introverts And Extroverts, Andrew Chang Apr 2022

From An Ambivert's Perspective: The Relationships Between Personality Types, Attachment Styles, And Behavioral Tendencies Of Introverts And Extroverts, Andrew Chang

Senior Theses

Over the years, there has been continuous discussion around the idea that extroverts dominate the business workplace over introverts and vice versa. However, depending on the work setting and skillsets needed, it is imperative to realize how certain business practices, personality styles, and relationship approaches are different in every scenario. For this research thesis, the goal was to compare the personality and attachment styles of students who study in two different cultural environments, seeing if there were any apparent relationships between the two variables and student behavioral tendencies. Previous studies have shown that personality, behaviors, and attachment levels can predict …


Educational Intervention Program For Young Voters: Improving Political Knowledge And Voting Behavior In The 2020 Simultaneous Local Elections, Muhammad Abdan Shadiqi, Gusti Ernawati, Rima Hariati, Khaerullah Fadhli Hasan Arasy, Noor I’Anah, Wita Al Istiqomah, Ulfiyah Nanda Firman, Neka Erlyani Mar 2022

Educational Intervention Program For Young Voters: Improving Political Knowledge And Voting Behavior In The 2020 Simultaneous Local Elections, Muhammad Abdan Shadiqi, Gusti Ernawati, Rima Hariati, Khaerullah Fadhli Hasan Arasy, Noor I’Anah, Wita Al Istiqomah, Ulfiyah Nanda Firman, Neka Erlyani

Jurnal Politik

Young voters' low level of political knowledge, which impacts political participation, is still a phenomenon today. The influence of political knowledge on young voters' behavior is still being debated, and there is little empirical evidence, especially regarding political knowledge and voting behavior enhanced through specific educational programs. Therefore, an effective education program is needed to increase political knowledge and the desire of young voters to participate in general elections. This study aims to determine the effectiveness of educational programs in increasing political knowledge and shaping voting behavior among young voters in South Kalimantan Local Elections (Pilkada). We used a quasi-experimental …


Owner-Implemented Functional Analyses And Reinforcement-Based Treatments For Mouthing In Dogs, Mindy Waite, Tiffany Kodak Mar 2022

Owner-Implemented Functional Analyses And Reinforcement-Based Treatments For Mouthing In Dogs, Mindy Waite, Tiffany Kodak

Psychology Faculty Research and Publications

The most effective behavioral interventions are function based, which requires the identification of the behavioral function. A functional analysis is conducted to isolate and identify the environmental variables maintaining target behavior, and this method is effective across species. In domesticated dogs, mouthing is a common behavior and is considered problematic by many people. However, mouthing is not always simple to treat with standard interventions without identifying the function of the dog’s mouthing. Without efficacious interventions, undesirable behavior in companion animals may result in reduced welfare, an increased likelihood of relinquishment, or an increased probability of euthanasia. The purpose of this …


Adapting Small Unmanned Aerial Systems For Behavioral Research With Coastal Marine Mammals, Eric Angel Ramos Feb 2022

Adapting Small Unmanned Aerial Systems For Behavioral Research With Coastal Marine Mammals, Eric Angel Ramos

Dissertations, Theses, and Capstone Projects

Marine mammals inhabit aquatic worlds where their subsurface behavior, cryptic surface profiles, and movements make them difficult to study. New tools are needed to study coastal marine mammals in a world increasing impacted by climate change related shifts in weather and animal distribution patterns. Unmanned aerial systems (UAS) are important remote-sensing tools for studying a range of wildlife including terrestrial and aquatic flora and fauna. These systems offer flexible platforms for adding sensor packages needed for different applications, for example, most are equipped with high-resolution cameras and GPS sensors. The vantage point from an aerial platform dramatically improves the ability …


Unresolved Issues Of Behavioral Analysis In Invertebrates, Charles I. Abramson, Paco Calvo Jan 2022

Unresolved Issues Of Behavioral Analysis In Invertebrates, Charles I. Abramson, Paco Calvo

Animal Sentience

Crump et al. (2022) provide a framework for determining the presence of sentience in organisms. Their target article is interesting and thought-provoking, but it does not consider the many unresolved issues related to behavioral analysis – especially when it concerns invertebrates. We feel that no real progress can be made until such fundamental issues as the need for a consistent definition of conditioning phenomena, the lack of a generally accepted behavioral taxonomy, and the use of cognitive terms to explain invertebrate behavior are examined critically.


Development And Testing Of Remote Facilitation Of Prevent-Teach-Reinforce For Families To Address Challenging Behavior In Young Children (Ptr-F:R), Abby Hodges Jan 2022

Development And Testing Of Remote Facilitation Of Prevent-Teach-Reinforce For Families To Address Challenging Behavior In Young Children (Ptr-F:R), Abby Hodges

Electronic Theses and Dissertations

As children advance through developmental stages, they often present behavioral difficulties such as tantrums, lack of cooperation, and aggression. For some children, behaviors are serious enough that they interfere with the child’s ability to engage in positive relationships, participate in necessary routines, and learn new skills, warranting behavioral intervention (Dunlap et al., 2017). Being responsive to the needs of the family and appreciation for the central role that they play is crucial to the success of behavioral interventions and the maintenance of positive outcomes (Bailey, 2013; Campbell, 1995), thus, their input should be at the center of all recommendations and …


Precursors Of Email Response To Cybersecurity Scenarios: Factor Exploration And Scale Development, Miguel A. Toro-Jarrin, Pilar Pazos-Lago, Miguel Padilla Jan 2022

Precursors Of Email Response To Cybersecurity Scenarios: Factor Exploration And Scale Development, Miguel A. Toro-Jarrin, Pilar Pazos-Lago, Miguel Padilla

Engineering Management & Systems Engineering Faculty Publications

In the last decade, information security research has further expanded to include human factors as key elements of the organization's cybersecurity infrastructure. Numerous factors from several theories have been explored to explain and predict the multitude of information security-related behaviors in organizations. Lately, there has been a call for the study of specific cybersecurity behaviors in contextualized scenarios that reflect specific and realistic situations of a potential cyber-attack. This paper focuses on precursors of email response in situations that can be the origin of cybersecurity incidents in organizations (i.e., phishing attacks, ransomware, etc.). This study explores participants' intentions to follow …


Analysis Of Aggressive Driving Using A Driving Simulator, Ahmad Hassan Jan 2022

Analysis Of Aggressive Driving Using A Driving Simulator, Ahmad Hassan

Electronic Theses and Dissertations

As aggressive driving mainly caused speed-related crashes, aggressive driving must be prevented to improve road safety by identifying aggressive drivers and understand their characteristics and external factors associated with their behaviours. Thus, it is important to investigate relationships among aggressive driving, driver characteristics, and driving performance measures. The factors affecting aggressive driving are driving experience, self-estimation of driving skill, and willingness of taking risk while driving, and interactions with different drivers, not only driver’s own intention. To establish a framework for the analysis of aggressive driving, previous literature indicated driving performance measures and/or self-reported measures to be effective measures of …