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A Framework For Phronetic Ldt Theory, Jason K. Mcdonald Jan 2022

A Framework For Phronetic Ldt Theory, Jason K. Mcdonald

Faculty Publications

My purpose in this chapter is to offer a reimagined view of theory in the field of learning design and technology (LDT). Instead of viewing theory as an external storehouse of knowledge, or a rule-like system for professionals to apply, in this framework theory is viewed as an orienting aid that supports practitioners as they refine their personal capacities for perception, discrimination, and judgment. Theory plays this orienting role as it offers insights into LDT-relevant practical knowledge, productive heuristics, points professionals towards opportunities to act, or identifies significant patterns and forms of excellence to which they can pay attention as …


Considering What Faculty Value When Working With Instructional Designers And Instructional Design Teams, Jason K. Mcdonald, Salma Elsayed-Ali, Kayla Bowman, Amy Allen Rogers Jan 2022

Considering What Faculty Value When Working With Instructional Designers And Instructional Design Teams, Jason K. Mcdonald, Salma Elsayed-Ali, Kayla Bowman, Amy Allen Rogers

Faculty Publications

The purpose of this research was to study what university faculty valued when working with instructional designers and instructional design teams to develop educational simulations. We did this through a case study of three faculty, where we analyzed what they discussed among themselves or communicated to other team members about what mattered to them about their team relationships or the design processes they employed. We structured our case report around three thematic issues that expressed how our participants depicted good relationships and processes. Our report concludes with a discussion of how instructional designers could use our findings in their practice.


Introducing Undergraduates To Instructional Design In A Graduate Studio: An Experiential, Model-Centered Approach, Rebecca Stull Zundell, William Sowards, Scott L. Howell, Jason K. Mcdonald Jan 2022

Introducing Undergraduates To Instructional Design In A Graduate Studio: An Experiential, Model-Centered Approach, Rebecca Stull Zundell, William Sowards, Scott L. Howell, Jason K. Mcdonald

Faculty Publications

This case study describes a combined graduate and undergraduate instructional design studio that introduced undergraduate students to instructional design in a multifaceted, holistic, and applied way. Reviewing the experience of the undergraduates in the course, this design case describes four learning interventions used to create this applied experience: (1) instructional design team projects—one non-profit and the other in higher education, (2) weekly seminars and biweekly training sessions from field experts, (3) an experiential out-of-state trip, and (4) weekly reflection journals. These studio-based learning interventions are presented within the context of the Experiential Learning Theory and Model-Centered Instruction. Overall, the course …


Increase Student Engagement In Online Writing Environments, Jonathan Balzotti, Jason K. Mcdonald, Kevin Haws, Amy Allen Rogers, Matthew J. Baker Jan 2022

Increase Student Engagement In Online Writing Environments, Jonathan Balzotti, Jason K. Mcdonald, Kevin Haws, Amy Allen Rogers, Matthew J. Baker

Faculty Publications

This case study explores a type of educational simulation, an alternative reality game we call a playable case study (PCS), and how its use influenced student engagement in an online writing classroom. The goal of the simulation was to help students create professional communication artifacts and experience real-world professional communication situations. This article reports the effectiveness of the playable case study as a tool specifically for online writing instruction (OWI). The context of our research was a PCS called Microcore. Acting as interns for a company, students are asked to investigate a serious problem that occurs and present a solution …


"The Working World Is A Minefield": Counterstories Of Job Loss, Rachel Collier Murdock, Matt Baker, Stacy Tye-Williams Jan 2022

"The Working World Is A Minefield": Counterstories Of Job Loss, Rachel Collier Murdock, Matt Baker, Stacy Tye-Williams

Faculty Publications

This study examines narratives told by employees who experienced involuntary job loss. Results expand on previous narrative research investigating the American Dream master narrative and job loss as related to the neoliberal claim that those who work hard will be successful. The study investigated the master narrative’s implications for job loss that if someone loses their job, they must be either flawed or a bad worker. Contributions include a new redeemed-resolved identity construction by individuals who narrated job loss as an opportunity to correct some flaw in either their character or work life and to emerge a better, changed worker. …


Incremental Improvements: Examining Instructional Changes And Rationales Of K-12 Online Teachers Using The Picrat And 4e Frameworks, Jered Borup, Rocio Quiroga Velasquez, Charles R. Graham, Leanna Archambault, Royce Kimmons Jan 2022

Incremental Improvements: Examining Instructional Changes And Rationales Of K-12 Online Teachers Using The Picrat And 4e Frameworks, Jered Borup, Rocio Quiroga Velasquez, Charles R. Graham, Leanna Archambault, Royce Kimmons

Faculty Publications

Teacher preparation programs have been slow to prepare teachers for the online environment, leaving many online teachers needing to learn on the job. However, little research has examined how online teachers grow as educators. One way to better understand this growth is to examine the changes online teachers make in their instruction and their rationales for making them. In this qualitative case study, we surveyed online teachers three times during an academic year regarding their instructional changes. Participants described these changes and categorized them on a modified PICRAT matrix to indicate if the changes made student learning more passive, interactive, …


Providing Institutional Support For Academic Engagement In Online And Blended Learning Programs, Sara Tuiloma, Charles R. Graham, Adriana María Martinez Arias, Diana Maria Parra Caicedo Jan 2022

Providing Institutional Support For Academic Engagement In Online And Blended Learning Programs, Sara Tuiloma, Charles R. Graham, Adriana María Martinez Arias, Diana Maria Parra Caicedo

Faculty Publications

In this paper, we examine how universities can evaluate the level of support they provide to help their students with affective, behavioral, and cognitive engagement in their online and blended learning experiences. Additionally, it identifies what types of supports help students engage academically and what barriers hinder their online engagement. Using a survey instrument sent to university students (n = 1295), we conducted a mixed-methods analysis to understand better how students feel the institution supports their online engagement and what barriers they experience. To accomplish this, we addressed the following research questions: (1) How do students feel the institution supports …


Fairness And Luck: Contract Away Or Come What May?, H. Scott Asay, Jace Garrett, William B. Tayler Jan 2022

Fairness And Luck: Contract Away Or Come What May?, H. Scott Asay, Jace Garrett, William B. Tayler

Faculty Publications

In practice, managers and employees often enter into risky, uncertain contracts. Prior works shows that managers use ex post discretion to reduce the effect of uncontrollable “bad luck” on employees’ performance-based compensation, but do not use ex post discretion to reduce the effect of uncontrollable “good luck,” due to fairness concerns. We investigate whether ex ante, objective compensation plans can help address the fairness concerns that lead to this asymmetric treatment of uncontrollable events. We provide evidence that compensation plans that account for uncontrollable factors can reduce differences between individuals’ fairness perceptions in good and bad luck settings. However, controlling …


The Effects Of A Second-Chance Exam Policy In A Large-Enrollment Introductory Accounting Course, Melissa Larson, William B. Tayler, Jared R. Stark Jan 2022

The Effects Of A Second-Chance Exam Policy In A Large-Enrollment Introductory Accounting Course, Melissa Larson, William B. Tayler, Jared R. Stark

Faculty Publications

Using a quasi-experimental design, we compare two semesters of an introductory accounting course to evaluate the impact of a second-chance exam policy (SCEP) on student performance and anxiety, analyzing data from 1,986 students. The SCEP, allowing two additional attempts at exams capped at 80 percent credit, significantly improved academic outcomes and decreased perceived test anxiety. Specifically, students during the SCEP semester experienced an average increase of 4.46 percent in exam scores (p < 0.01), a 3.37 percent increase in course percentage points (p < 0.01), and a GPA increase of 0.21 (p < 0.01). Notably, women experienced greater improvements than men in measured academic outcomes. Our findings suggest that SCEPs can be an effective intervention to increase academic performance and reduce anxiety. We also examine an SCEP’s effect on preparation for exam first attempts and find that students perform better on a first attempt with an SCEP.


Updated Perceptions Of Accounting Academics On The Review And Publication Process, F. Greg Burton, William G. Heninger, Scott L. Summers, David A. Wood Jan 2022

Updated Perceptions Of Accounting Academics On The Review And Publication Process, F. Greg Burton, William G. Heninger, Scott L. Summers, David A. Wood

Faculty Publications

We update the Wood (2016) survey that gathered perceptions of academics regarding the review and publication process at the top academic journals to measure changes in perceptions over the last five years. We find that accounting academics generally perceive the overall process has not improved at top journals or has become worse since 2015. More specifically, we find that respondents think acceptance rates in top journals should nearly double. Respondents believe that reviewers and editors underweight practice relevance. They also believe reviewers overweight the criteria of incremental contribution, method, and rigor. Respondents believe that their institutions focus too much on …


Accounting Academics Perceptions Of 12 Research Journals, F. Greg Burton, William G. Heninger, Scott L. Summers, David A. Wood Jan 2022

Accounting Academics Perceptions Of 12 Research Journals, F. Greg Burton, William G. Heninger, Scott L. Summers, David A. Wood

Faculty Publications

This paper reports perceptions of over 1,000 accounting faculty regarding 12 accounting journals (including the traditional Top 3/6), specifically in: (1) how open they are to diverse topic areas, (2) how open they are to diverse research methodologies, (3) how effectively they produce new and useful knowledge for academics, and (4) how effectively they produce new and useful knowledge for non-academic stakeholders. We find that the traditional Top 3/6 journals do not lead the academy along these four dimensions; in fact, some are viewed as the worst performers in these areas. Furthermore, we find that academics have a relatively poor …


Relevance Of Accounting Research (Roar): Ratings Of Abstracts By Accounting Professionals, F. Greg Burton, Scott L. Summers, T. Jeffrey Wilks, David A. Wood Jan 2022

Relevance Of Accounting Research (Roar): Ratings Of Abstracts By Accounting Professionals, F. Greg Burton, Scott L. Summers, T. Jeffrey Wilks, David A. Wood

Faculty Publications

The relevance of academic accounting research to practice has been frequently discussed in the accounting academy, yet very little data has been put forth in these discussions. We create relevance of accounting research (ROAR) scores by asking accounting professionals to read and evaluate the titles and abstracts of every article published in 12 leading accounting journals for the years 2016 to 2018, inclusive. These scores allow for an evidence-based evaluation and discussion of how academic accounting research is perceived by accounting professionals. The scores also allow us to identify the articles, authors, journals, and accounting topic areas that are perceived …


Evidence On Internal Audit Quality From Transitioning To Remote Audits Because Of Covid-19, Marc Eulerich, Martin Wagener, David A. Wood Jan 2022

Evidence On Internal Audit Quality From Transitioning To Remote Audits Because Of Covid-19, Marc Eulerich, Martin Wagener, David A. Wood

Faculty Publications

As in-person audits were banned by governments and by company policies due to the COVID-19 pandemic, internal auditors had to transition to remote audits to perform their work. Based on survey responses of internal auditors who have conducted both remote and in-person audits, we find that internal auditors perceive no difference in the efficiency and effectiveness of and stakeholders’ reliance on results from remote and in-person audits when considering all responses. However, we also find that perceived efficiency and effectiveness increase the more experience internal auditors have with remote audits. Supplemental analyses show that support from the auditee, but not …


Uplifts, Respite, Stress, And Marital Quality For Parents Raising Children With Down Syndrome Or Autism, Tina M. Taylor, Jamie K. Easler, Susanne Olsen Roper, Jeremy B. Yorganson, James M, Harper Jan 2022

Uplifts, Respite, Stress, And Marital Quality For Parents Raising Children With Down Syndrome Or Autism, Tina M. Taylor, Jamie K. Easler, Susanne Olsen Roper, Jeremy B. Yorganson, James M, Harper

Faculty Publications

Direct, indirect, and partner effects estimated among uplifts, respite care, stress, and marital quality across mothers and fathers of children with autism spectrum disorder (n = 102) and Down syndrome (n = 111) were examined in this cross-sectional study. Parents of children with ASD who reported more uplifts and less stress individually reported better marital quality; these wives reported better marital quality as their husbands reported more uplifts and less stress. Wives with children with DS who reported more uplifts, individually along with their husbands reported less stress and better marital quality. Respite was directly associated with marital quality for …


Psycholinguistic Profiling Of Children With Sluggish Cognitive Tempo, Kirsten M. Russell, Sean M. Redmond, Andrea C. Ash Jan 2022

Psycholinguistic Profiling Of Children With Sluggish Cognitive Tempo, Kirsten M. Russell, Sean M. Redmond, Andrea C. Ash

Faculty Publications

Language disorders are frequently comorbid with attention deficit/hyperactivity disorder (ADHD). Sluggish cognitive tempo (SCT),a second attention disorder, may potentially explain some of the links between language disorders and ADHD. In this study we examined the psycholinguistic abilities of 207 children (mean age 7;10) with and without clinically significant levels of SCT symptoms to determine the degree to which symptoms of language disorder co-occur in cases of SCT. Analyses of children’s tense-marking, nonword repetition, and sentence recall indicated that deficits in these areas were not associated with SCT. Instead, SCT appears to be more closely aligned with features of social (pragmatic) …


Representation Of Race And Ethnicity In Counseling And Counseling Psychology Journals, Jared M. Hawkins, Roy A. Bean, Timothy B. Smith, Jonathan G. Sandberg Jan 2022

Representation Of Race And Ethnicity In Counseling And Counseling Psychology Journals, Jared M. Hawkins, Roy A. Bean, Timothy B. Smith, Jonathan G. Sandberg

Faculty Publications

Whereas previous literature reviews have concluded that people of color are underrepresented in psychological literature, the fields of counseling and counseling psychology have taken a clear affirmative stance with respect to human diversity. This study sought to evaluate the representation of people of color in four key journals across the 2000-2019 timespan: The Counseling Psychologist, Journal of Counseling Psychology, Journal of Counseling & Development, and Counselling Psychology Quarterly. Journal articles were coded for several variables, including focus on racial/ethnic minority (REM) groups and article content topics. Results indicated that 757 (26.3%) of the articles were coded REM-focused. Of …


Fool Me Once, Shame On You; Fool Me Twice, Shame On Me: The Long-Term Impact Of Arthur Andersen’S Demise On Partners’ Audit Quality*, Feng Guo, Ling Lei Lisic, Jeffrey Pittman, Timothy Seidel, Mi Zhou, Ying Zhou Jan 2022

Fool Me Once, Shame On You; Fool Me Twice, Shame On Me: The Long-Term Impact Of Arthur Andersen’S Demise On Partners’ Audit Quality*, Feng Guo, Ling Lei Lisic, Jeffrey Pittman, Timothy Seidel, Mi Zhou, Ying Zhou

Faculty Publications

Although recent evidence suggests that individual audit partners explain a substantial portion of the variation in audit quality proxies, much less is known about what determines an audit partner’s quality. Psychology and behavioral economics theories hold that an individual’s experiences can have enduring impacts on subsequent behavior. We examine whether auditors’ direct exposure to Arthur Andersen’s collapse has a long-term impact on the quality of their audits. Our evidence implies that audit partners who directly experienced Andersen’s demise impose stricter monitoring evident in their clients exhibiting a lower propensity for misstatements and small profits, and paying higher audit fees. Importantly, …


Tax Boycotts, H. Scott Asay, Jacob Thornock, Jeffrey L. Hoopes, Jaron H. Wilde Jan 2022

Tax Boycotts, H. Scott Asay, Jacob Thornock, Jeffrey L. Hoopes, Jaron H. Wilde

Faculty Publications

To what extent do consumers boycott in response to corporate tax activities? Anecdotes suggest potential consumer backlash is a meaningful deterrent to corporate tax planning, and the tax literature has developed expectations that these boycotts happen. But empirical evidence on their existence and impact is limited. We undertake a comprehensive study to examine how consumers’ purchase behavior relates to corporate tax activities, triangulating across several designs, samples, and measures. First, we survey a representative sample of U.S. consumers to examine the reported relationship between corporate tax planning and consumer behavior; we find that consumers report that precisely zero have ever …


Developing The Experience Impact Scale: A Qualitative Study Using A Study Abroad And International Internship Program, Neil Lundberg, Peter Ward, Grant Lundberg, Brian Hill, Jennifer Brown, Ramon Zabriskie, Mat Duerden, Heather Ashby Jan 2022

Developing The Experience Impact Scale: A Qualitative Study Using A Study Abroad And International Internship Program, Neil Lundberg, Peter Ward, Grant Lundberg, Brian Hill, Jennifer Brown, Ramon Zabriskie, Mat Duerden, Heather Ashby

Faculty Publications

Recent work has identified different experience types, including experience classifications of ordinary, memorable, meaningful, and transformative. This study further clarifies the experience typology through qualitative data analysis of each experience type. Data analysis identified that within each extraordinary experience type, additional subtypes were present. Experience types and subtypes were organized according to the experience typology continuum into a 10-item Experience Impact Scale (EIS), as no instrument to measure experience types or experience impact was available. An expert panel was used to determine the representativeness of the items in the EIS and to provide content-related evidence of validity. Discussion of the …


Sending Children To Camp: An Analysis Of Decision-Making By Family Income, Dan Richmond, Camilla Hodge, Jim Sibthorp Jan 2022

Sending Children To Camp: An Analysis Of Decision-Making By Family Income, Dan Richmond, Camilla Hodge, Jim Sibthorp

Faculty Publications

Objectives: This study sought to (a) identify the factors most salient to parents when sending their child to summer camp, (b) examine family members’ roles in the camp decision-making process, and (c) compare both by income and other family contextual factors in a sample of parents with a child who enrolled and participated in a summer camp experience.

Methods: Survey data were collected from a total of 354 families that included families from high, middle, and lower incomes. Surveys collected data on parental developmental goals for their child, factors related to camp–child and camp–family fit, and the level of involvement …


Free Public Lands Admission For Children And Spillovers In Family Recreation, Jocelyn S. Wikle, Camilla Hodge Jan 2022

Free Public Lands Admission For Children And Spillovers In Family Recreation, Jocelyn S. Wikle, Camilla Hodge

Faculty Publications

This study evaluated the Every Kid in a Park program to understand recreation and the contextual interaction between family resources, race, and recreation costs in families with young children. Using a large, nationally representative data sample from the American Time Use Survey (N = 5,119), we analyzed changes over time in recreation patterns of different socioeconomic groups before and after the initiation of the Every Kid in a Park program of the United States National Park Service. We found that free admission corresponded with overall increased frequency of hiking with a child for individuals in affected households. Changes in hiking …


Where Have All The Children Gone? A Review Of The Presence Of Children Under 6 Years In Leisure Publication Outlets, Rachel A. Mcgovern, Ericka J. Olschewski, Camilla Hodge Jan 2022

Where Have All The Children Gone? A Review Of The Presence Of Children Under 6 Years In Leisure Publication Outlets, Rachel A. Mcgovern, Ericka J. Olschewski, Camilla Hodge

Faculty Publications

We conducted a focused search of nine pre-determined leisure journals to (1) determine the prevalence and scope of research on children younger than 6 years (i.e., young children) published in leisure- focused outlets, (2) describe study designs and research methods used to study this age group, (3) tabulate definitions of child leisure, and (4) provide an overview of the studies’ findings. Overall, findings indicate a marked absence of young children from leisure research. Only 28 articles in almost half a century of leisure journal publications met inclusion criteria. Eight studies focused on children as the subject or participant, five articles …


Ecology Of Family Experiences: Contextualizing Family Leisure For Human Development & Family Relations, Camilla Hodge, Kelly D. Chandler, Karen K. Melton, Kelly L. Hoke, Jennifer Blodgett Jan 2022

Ecology Of Family Experiences: Contextualizing Family Leisure For Human Development & Family Relations, Camilla Hodge, Kelly D. Chandler, Karen K. Melton, Kelly L. Hoke, Jennifer Blodgett

Faculty Publications

Research on family communication in the leisure context has been limited to retrospective survey reconstructions of perceptions of communication patterns. This study examines the validity of sociometric badges for measuring family communication in real-time. Seven families (married, two-parent families with at least one child ages 4–17 years) wore sociometric badges during a 30-minute leisure activity in a lab setting. We compared mean badge estimates of family communication duration to mean coded video data from the same 30-minute sessions. Intraclass correlation coefficients indicated sociometric badges are not as reliable as video-coded estimates of speech; however, among parents, non-significant mean comparisons partially …


Experience Design And The Origins And Aims Of Leisure Studies: Shifting The Focus From Context To Experience, Mat D. Duerden Jan 2022

Experience Design And The Origins And Aims Of Leisure Studies: Shifting The Focus From Context To Experience, Mat D. Duerden

Faculty Publications

This article, adapted from the 2019 Butler Lecture at the NRPA National Research session, provides an overview of the origins, development, and potential future trajectory of the field of leisure research. Economic and societal trends of the last few decades may signal the need for the field to intentionally transition its focus on leisure as a context to leisure as an experience. More specifically the field needs to actively consider how insights gained from 60 years of research on leisure experiences can be applied to contexts beyond leisure. To illustrate the possibility of such a shift, lessons learned from transitioning …


Experience Design In Leisure And Recreation Curriculum, Madie Neeley, Sydney Burgess, Mat D. Duerden, Neil Lundberg Jan 2022

Experience Design In Leisure And Recreation Curriculum, Madie Neeley, Sydney Burgess, Mat D. Duerden, Neil Lundberg

Faculty Publications

Experience design is a term that has risen to the forefront in a variety of professional fields and has relevance for the field of park and recreation. Park and recreation professionals are primarily focused on providing experiences and thus could naturally consider themselves experienced designers. Surprisingly, experience design is not a topic often discussed within park and recreation publications or curriculum. This absence is at least in part attributable to the fact that experience design is an emerging field that has grown independently out of multiple disciplines. Consequently, the fields of park and recreation and experience design overlap in a …


Experience Journey Map: A New Experience Design Tool For Structuring Youth Activities, Gary D. Ellis, Jingxian Jiang, Darlene Locke, Patti A. Freeman, Kaylee Jorgensen Jan 2022

Experience Journey Map: A New Experience Design Tool For Structuring Youth Activities, Gary D. Ellis, Jingxian Jiang, Darlene Locke, Patti A. Freeman, Kaylee Jorgensen

Faculty Publications

We introduce a new experience design tool, an experience journey map, to assist youth professionals in planning engagement, immersion, and absorption activities. Experience journey maps are based on customer journey maps, which are widely used in business service design. This new approach highlights strategies for engendering deep structured experiences during the activity. An experience journey map is a matrix of columns and rows. Columns represent the sequence of activity stages. Rows are experience-structuring strategies derived from the theory of structured experience. These strategies include service performance strategies, deep structured experience strategies, and engagement, immersion, and absorption strategies. We present a …


Back From The Future: Mediation And Prediction Of Events Uncertainty Through Event-Driven Models (Edms), Samuel Ogbeibu, James Gaskin Jan 2022

Back From The Future: Mediation And Prediction Of Events Uncertainty Through Event-Driven Models (Edms), Samuel Ogbeibu, James Gaskin

Faculty Publications

The event-driven model (EDM) is an emerging concept in human behavioural research, and understanding how EDMs can promote theory development remains a fundamental quest of predictive science. Traditionally, researchers have heavily depended upon theory confirmation and the inclusion of mediating constructs to clarify uncertainty associated with plausible events (e.g. political, socio-economic, technological, environmental). Though this approach has pushed the field forward, it has also steered mediation research towards largely ignoring the fundamental role of prediction as a key for better understanding future events represented by EDMs. Additionally, emerging research using partial least squares structural equation modelling to execute prediction-oriented analysis …


Transformational It Leaders And Digital Innovation: The Moderating Effect Of Formal It Governance, Linda M. Pittenger, Nicholas Berente, James Gaskin Jan 2022

Transformational It Leaders And Digital Innovation: The Moderating Effect Of Formal It Governance, Linda M. Pittenger, Nicholas Berente, James Gaskin

Faculty Publications

Does formal IT governance encourage innovation in the traditional domains of the IT function at the expense of new forms of “digital” innovation? We report on a study of 158 IT managers and leaders to understand the conditions under which transformational IT leadership can drive innovation in traditional forms of IT, as well as in the emerging “digital” domain. We find that highly formal IT governance practices can reduce ability of transformational IT managers and leaders to innovate in both domains, and this effect is greater for digital innovation. In stable cultures the moderation effect was strengthened, while insignificant in …


Digital Behavioral Biometrics And Privacy: Methods For Improving Business Processes Without Compromising Customer Privacy, Joseph S. Valacich, Jeffrey L. Jenkins, D. Čišić Jan 2022

Digital Behavioral Biometrics And Privacy: Methods For Improving Business Processes Without Compromising Customer Privacy, Joseph S. Valacich, Jeffrey L. Jenkins, D. Čišić

Faculty Publications

To enable people to interact with online websites and systems, browsers capture a variety of events that occur on the page—such as how a person is moving the computer mouse, what a person clicks on, what a person types, and whether a person is scrolling. These events represent a user’s behavior on a page, referred to as the DOM or Document Object Model, and are recorded at a millisecond precision rate (e.g., the exact millisecond timestamp when a key goes down and when it comes back up). Research and practice alike have found that these behavioral events can provide powerful …


The Path Of The Righteous: Using Trace Data To Understand Fraud Decisions In Real Time, Markus Weinmann, Joe Valacich, Christoph Schneider, Jeffrey Jenkins, Martin Hibbeln Jan 2022

The Path Of The Righteous: Using Trace Data To Understand Fraud Decisions In Real Time, Markus Weinmann, Joe Valacich, Christoph Schneider, Jeffrey Jenkins, Martin Hibbeln

Faculty Publications

Trace data—users’ digital records when interacting with technology—can reveal their cognitive dynamics when making decisions on websites in real time. Here, we present a trace-data method—analyzing movements captured via a computer mouse—to assess potential fraud when filling out an online form. In contrast to incumbent fraud-detection methods, which analyze information after submission, mouse-movements traces can capture the cognitive dynamics of a decision to be fraudulent as it is happening. We report two controlled studies using different tasks, where participants could freely commit fraud to benefit themselves financially while we captured mouse-cursor movement data. We found that participants who entered fraudulent …