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Artificial Intelligence’S Capabilities, Limitations, And Impact On Accounting Education: Investigating Chatgpt’S Performance On Educational Accounting Case, Xu (Joyce) Cheng, Ryan Dunn, Travis Holt, Kerry Inger, J. Gregory Jenkins, Jefferson Jones, James Long, Tina Loraas, Mollie Mathis, Jonathan Stanley, David A. Wood Jan 2024

Artificial Intelligence’S Capabilities, Limitations, And Impact On Accounting Education: Investigating Chatgpt’S Performance On Educational Accounting Case, Xu (Joyce) Cheng, Ryan Dunn, Travis Holt, Kerry Inger, J. Gregory Jenkins, Jefferson Jones, James Long, Tina Loraas, Mollie Mathis, Jonathan Stanley, David A. Wood

Faculty Publications

This study evaluates the capabilities of ChatGPT models 3.5 and 4 to provide solutions to eight educational accounting cases. We find that ChatGPT’s ability to provide accurate solutions varies depending on the type of case requirement and topical area of accounting, with better performance on tasks requiring elements that require explanation, application of rules, and ethical evaluation. However, ChatGPT performs poorly on tasks that require financial statement creation, journal entries, or software use. Our study also finds that detection tools provided by ChatGPT's developer are ineffective in identifying text created by Artificial Intelligence Text Generators (AITG). We suggest ways in …

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Automating Evaluation Of Skill Assessment To Promote Skill Acquisition In The Area Of Data Analytics Automation, Joshua G. Coyne, Scott L. Summers, Brigham Villanueva, David A. Wood Jan 2024

Automating Evaluation Of Skill Assessment To Promote Skill Acquisition In The Area Of Data Analytics Automation, Joshua G. Coyne, Scott L. Summers, Brigham Villanueva, David A. Wood

Faculty Publications

As accounting increasingly embraces automation and data analytics, proficient skill assessment remains a challenge. We introduce an automated tool that streamlines the evaluation of Alteryx workflows. Utilizing the design science methodology, our tool effectively executes and compares Alteryx workflows against a solution, providing score and feedback. Validation demonstrates remarkable gains; our tool is error-free and 9 to 146 times faster than manual evaluation. The tool’s efficiency, accuracy, and user-friendliness make it much more feasible to assign unstructured Alteryx assignments for student development. Enhanced technology skills will promote hiring and productivity gains associated with automation in accounting.

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Leveraging Chatgpt For Enhancing The Internal Audit Process – A Real-World Example From A Large Multinational Company, Scott Emett, Marc Eulerich, Egemen Lipinski, Nicolo Prien, David A. Wood Jan 2024

Leveraging Chatgpt For Enhancing The Internal Audit Process – A Real-World Example From A Large Multinational Company, Scott Emett, Marc Eulerich, Egemen Lipinski, Nicolo Prien, David A. Wood

Faculty Publications

We discuss how the internal audit function (IAF) of a large multinational energy company, Uniper, is starting to use ChatGPT to improve automation of internal auditing. We investigate the benefits and challenges of integrating ChatGPT into internal audit processes and assess its impact on the efficiency and effectiveness of the IAF. Uniper has implemented ChatGPT into parts of audit preparation, fieldwork, and audit reporting. On their initial tests, they estimate efficiency gains ranging from 50 to 80 percent for various processes. We report key risks and challenges with using ChatGPT in internal auditing as well as the initial key practices …

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Is It All Hype? Chatgpt’S Performance And Disruptive Potential In The Accounting And Auditing Industries, Marc Eulerich, Aida Sanatizadeh, Hamid Vakilzadeh, David A. Wood Jan 2024

Is It All Hype? Chatgpt’S Performance And Disruptive Potential In The Accounting And Auditing Industries, Marc Eulerich, Aida Sanatizadeh, Hamid Vakilzadeh, David A. Wood

Faculty Publications

ChatGPT frequently appears in the media, with many predicting significant disruptions, especially in the fields of accounting and auditing. Yet research has demonstrated relatively poor performance of ChatGPT on student assessment questions. We extend this research to examine whether more recent ChatGPT models and capabilities can pass major accounting certification exams including the Certified Public Accountant (CPA), Certified Management Accountant (CMA), Certified Internal Auditor (CIA), and Enrolled Agent (EA) certification exams. We find that the ChatGPT 3.5 model cannot pass any exam (average score across all assessments of 53.1%). However, with additional enhancements, ChatGPT can pass all sections of each …

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The Dark Side Of Robotic Process Automation, Marc Eulerich, Nathan Waddoups, Martin Wagener, David A. Wood Jan 2024

The Dark Side Of Robotic Process Automation, Marc Eulerich, Nathan Waddoups, Martin Wagener, David A. Wood

Faculty Publications

Prior research on Robotic Process Automation (RPA) has largely focused on how it benefits firms and employees. In contrast, we interview 26 high-profile RPA stakeholders at a Fortune 500 firm to ascertain challenges, drawbacks, or pitfalls of using RPA. We identify five key problems related to RPA usage: (1) RPA is often used as a quick-fix band-aid instead of fixing core system issues, (2) RPA can cause serious control and security issues, (3) the true cost of RPA is often misunderstood and understated, (4) RPA governance is complicated and challenging, and (5) RPA usage can lead to a loss of …

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Gauging Scholarly Engagement: An Investigation Into Topic Popularity Within The Asee Cit Division, Barry M. Lunt, Mudasser Fraz Wyne, David A. Wood Jan 2024

Gauging Scholarly Engagement: An Investigation Into Topic Popularity Within The Asee Cit Division, Barry M. Lunt, Mudasser Fraz Wyne, David A. Wood

Faculty Publications

Since 2011, the Computing and Information Technology (CIT) division of the ASEE has had 427 papers presented and published in the proceedings of the ASEE Annual Conference and Exposition. This paper looks at these 427 papers as a whole, providing descriptive statistics, giving the top institutions and authors that have contributed to these papers, and providing information regarding the impact of the top ten papers, as measured by their citations and downloads. We have also used the ChatGPT version 4.0 to provide categories for the 427 papers, providing insight into the most popular topics for papers in the CIT division.

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Improving The Production And Reviewing Of Design Science Research In Accounting, Noah Myers, Mason Snow, Nathan Waddoups, David A. Wood Jan 2024

Improving The Production And Reviewing Of Design Science Research In Accounting, Noah Myers, Mason Snow, Nathan Waddoups, David A. Wood

Faculty Publications

Design Science Research (DSR) is a rigorous research methodology widely used in other fields like computer science and engineering, but its application in accounting is still relatively limited. This paper reviews the implementation of DSR published in accounting journals and provides recommendations to improve the authoring and reviewing processes. We review 51 DSR articles published in accounting journals between 2011 and 2023. The analysis identified areas where papers excelled and fell short, leading to recommendations in the following key aspects: adherence to a research framework, validation of research questions, defining objectives of artifacts, developing a more diverse set of artifacts, …

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Short And Synthetically Distort: Investor Reactions To Deepfake Financial News, Scott Emett, Marc Eulerich, Jeffrey Pickerd, David A. Wood Jan 2024

Short And Synthetically Distort: Investor Reactions To Deepfake Financial News, Scott Emett, Marc Eulerich, Jeffrey Pickerd, David A. Wood

Faculty Publications

Recent advances in artificial intelligence have led to new forms of misinformation, including highly realistic “deepfake” synthetic media. We conduct three experiments to investigate how and why retail investors react to deepfake financial news. Results from the first two experiments provide evidence that investors use a “realism heuristic,” responding more intensely to audio and video deepfakes as their perceptual realism increases. In the third experiment, we introduce an intervention to prompt analytical thinking, varying whether participants make analytical judgments about credibility or intuitive investment judgments. When making intuitive investment judgments, investors are strongly influenced by both more and less realistic …

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Reassessing Assurance In An Automated World: Insights From Board Members, Executives, And Internal Auditors, Scott Emett, Marc Eulerich, Jeffrey Pickerd, David A. Wood Jan 2024

Reassessing Assurance In An Automated World: Insights From Board Members, Executives, And Internal Auditors, Scott Emett, Marc Eulerich, Jeffrey Pickerd, David A. Wood

Faculty Publications

Technological advances that automate work continue to transform the accounting profession. We examine whether automation impacts resource allocation within the internal audit function (IAF), a unique setting that allows us to compare demand for assurance activities with demand for consulting activities. We conduct an experiment in which experienced board members, executives, and internal auditors make budget recommendations for a company’s IAF that developed automations that improved the efficiency of the IAF. Results show that across all groups, participants respond to these efficiencies by decreasing the IAF’s total budget but retaining the productive capacity of the IAF. The budget cuts are …

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The Intellectual Structure Of Audit Committee Research: A Bibliometric Analysis (1969 – 2020), Joel Behrend, Marc Eulerich, David A. Wood Jan 2024

The Intellectual Structure Of Audit Committee Research: A Bibliometric Analysis (1969 – 2020), Joel Behrend, Marc Eulerich, David A. Wood

Faculty Publications

The audit committee is a widely recognized mechanism of effective corporate governance. We advance prior literature reviews by using bibliometric analysis techniques that comprehensively process large bodies of bibliometric information. We base inferences on citation patterns of 1,173 articles to identify concepts that “shine through” within the scientific understanding of audit committees. Using content analysis, we then analyze these concepts and explore existing interrelationships. We document a declining influence of audit committee research, as well as a widening gap between the quantitative and qualitative research camps. While the former is mostly derivative in nature, the latter produces innovative insights on …

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Aerosol Jet Printing Of Surface Acoustic Wave Microfluidic Devices, Joseph Rich, Brian Cole, Teng Li, Brandon Lu, Hanyu Fu, Brittany N. Smith, Jianping Xia, Shujie Yang, Ruoyu Zhong, James L. Doherty, Kanji Kaneko, Hiroaki Suzuki, Zhenhua Tian, Aaron D. Franklin, Tony Jun Huang Jan 2024

Aerosol Jet Printing Of Surface Acoustic Wave Microfluidic Devices, Joseph Rich, Brian Cole, Teng Li, Brandon Lu, Hanyu Fu, Brittany N. Smith, Jianping Xia, Shujie Yang, Ruoyu Zhong, James L. Doherty, Kanji Kaneko, Hiroaki Suzuki, Zhenhua Tian, Aaron D. Franklin, Tony Jun Huang

Faculty Publications

The addition of surface acoustic wave (SAW) technologies to microfluidics has greatly advanced lab-on-a-chip applications due to their unique and powerful attributes, including high-precision manipulation, versatility, integrability, biocompatibility, contactless nature, and rapid actuation. However, the development of SAW microfluidic devices is limited by complex and time-consuming micro/nanofabrication techniques and access to cleanroom facilities for multistep photolithography and vacuum-based processing. To simplify the fabrication of SAW microfluidic devices with customizable dimensions and functions, we utilized the additive manufacturing technique of aerosol jet printing. We successfully fabricated customized SAW microfluidic devices of varying materials, including silver nanowires, graphene, and poly(3,4-ethylenedioxythiophene) polystyrene sulfonate …

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Triangulating The Likelihood Of Confusion: Linguistics And Consumer Surveys, Eric D. Derosia, Jesse Egbert, Thomas Lee Jan 2024

Triangulating The Likelihood Of Confusion: Linguistics And Consumer Surveys, Eric D. Derosia, Jesse Egbert, Thomas Lee

Faculty Publications

This Article highlights contributions that linguistic analysis can offer in the assessment of the likelihood of confusion in trademark infringement cases. Parties in such cases often engage an expert witness to conduct a survey that measures the likelihood of consumer confusion. We show how an expert linguist can provide important, nonintuitive dynamics of corroboration. We introduce “expert triangulation” as a conceptual framework to analyze whether, and to what extent, experts in linguistics and consumer surveys can corroborate one another. That is, having two different sources of empirical evidence which lead to similar conclusions should be a benefit to the courts, …

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Review Of The Cavity Effect: Modeling And Impact Of Cavity Shape On Apparent Radiative Surface Properties, Ehsan Mofidipour, Matthew R. Jones, Brian D. Iverson Jan 2024

Review Of The Cavity Effect: Modeling And Impact Of Cavity Shape On Apparent Radiative Surface Properties, Ehsan Mofidipour, Matthew R. Jones, Brian D. Iverson

Faculty Publications

Radiative surface properties play a critical role in the analysis, design, and optimization of thermal systems. Geometry has a strong influence on the emission and absorption characteristics of a surface. Modification of radiative surface properties may be achieved by using engineered surfaces or cavities by capitalizing on the cavity effect. A model for the apparent emissivity of an arbitrarily shaped cavity with spectrally and directionally dependent radiative surface properties is presented in this work. This model is verified through comparison with published models of the apparent radiative properties of cylindrical cavities. The merit of this model is demonstrated by obtaining …

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Ifn-𝜸 And Il-10 Immunosensor With Vertically Aligned Carbon Nanotube Interdigitated Electrodes Toward Pen-Side Cattle Paratuberculosis Monitoring, Shaowei Ding, Benjamin J. Brownlee, Kshama Parate, Cicero C. Pola, Bolin Chen, Jesse M. Hostetter, Douglas Jones, John Jackman, Brian D. Iverson, Jonathan C. Claussen Jan 2024

Ifn-𝜸 And Il-10 Immunosensor With Vertically Aligned Carbon Nanotube Interdigitated Electrodes Toward Pen-Side Cattle Paratuberculosis Monitoring, Shaowei Ding, Benjamin J. Brownlee, Kshama Parate, Cicero C. Pola, Bolin Chen, Jesse M. Hostetter, Douglas Jones, John Jackman, Brian D. Iverson, Jonathan C. Claussen

Faculty Publications

Highly sensitive vertically aligned carbon nanotube arrays (VANTAs) interdigitated electrode (IDE) arrays are developed for electrochemical biosensing of two cytokines (i.e., interleukin-10 (IL-10) and interferon-gamma (IFN-𝜸)) that are useful for early detection Johne’s disease (Bovine Paratuberculosis) in cattle. The high aspect ratio VANTA-IDEs (50–60 μm in height) are grown through a chemical vapor deposition process from an iron (Fe) catalyst that is lithographically patterned on a silicon wafer with equal finger width and inter-finger spacing of 25 μm. After functionalization with distinct antibodies the VANTA-IDEs are capable of selective detection of both IL-10 and IFN-𝜸 within an actual biological matrix …

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Drop Retention And Departure In Adiabatic Shear Flow On Structured Superhydrophobic Surfaces, Blake M. Lyons, Daniel Maynes, Julie Crockett, Brian D. Iverson Jan 2024

Drop Retention And Departure In Adiabatic Shear Flow On Structured Superhydrophobic Surfaces, Blake M. Lyons, Daniel Maynes, Julie Crockett, Brian D. Iverson

Faculty Publications

Drops are retained or held on surfaces due to a retention force exerted on the drop by the surface. This retention force is a function of the surface tension of the liquid, drop geometry, and the contact angle between the drop and the surface. When external or body forces exceed the retention force, the drop begins to move. This work explores the conditions for which drop departure occurs on structured superhydrophobic surfaces in the presence of an applied shear flow. Drop departure is explored for five microstructured superhydrophobic surfaces, one nanostructured carbon nanotube surface and one smooth hydrophobic surface. Surface …

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In Memoriam: Fred R. Gowans (1936-2023), Rocky Mountain Fur Trade Historian, Jay H. Buckley Jan 2024

In Memoriam: Fred R. Gowans (1936-2023), Rocky Mountain Fur Trade Historian, Jay H. Buckley

Faculty Publications

Fred R. Gowans is the proverbial American original – or, better yet, Western American original. Fred talked and wrote convincingly about the American West and the fur trade because he spent so much time in it, exploring or retracing old trails. Fred made no pretenses. He dressed for class, public talks, or academic presentations the same way he dressed for working with his horses: Western hat, Western shirt, Levis, cowboy boots, and on the rare occasion a sport coat and bolo tie. He lived with his wife Gloria in a log home that he and his father Floyd had built …

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Media Conglomeration, Local News, And Capital Market Consequences, Travis Dyer, Mark Lang, Jun Oh Jan 2024

Media Conglomeration, Local News, And Capital Market Consequences, Travis Dyer, Mark Lang, Jun Oh

Faculty Publications

We examine the effect of news media consolidation on local business coverage and its consequences for firms, investors, and capital markets. Using television transcripts, we find a substantial drop in coverage of local firms following the consolidation of local television stations associated with Sinclair acquisitions. Local information search, institutional portfolio local bias, and overall retail trading decrease for firms in treated geographic areas. Results are most pronounced for small firms, for stations with higher ex ante viewership, and for stations with greater reductions in local coverage. Our results provide insight into the consequences of media consolidation for local business coverage, …

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Traditional Investment Research And Social Networks: Evidence From Facebook Connections, Travis Dyer, Gerrit Köchling, Peter Limbach Jan 2024

Traditional Investment Research And Social Networks: Evidence From Facebook Connections, Travis Dyer, Gerrit Köchling, Peter Limbach

Faculty Publications

We show that investors acquire more public information about firms to which they are more socially proximate. On average, a standard deviation increase in the Social Connectedness Index (Bailey et al., 2018) between a firm’s headquarter county and a searcher county is associated with 30% more EDGAR filing downloads from the searcher county. The effect of social proximity on traditional investment research is distinct from the effect of geographic proximity. We find similar results studying headquarter relocations, investor-level data, and EDGAR downloads from European regions, for which physical distance should be irrelevant. Social proximity matters more during times of high …

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How Trial Preparation Factors Influence Audit Litigation Outcomes: Insights From Audit Litigators, Eldar Maksymov Jan 2024

How Trial Preparation Factors Influence Audit Litigation Outcomes: Insights From Audit Litigators, Eldar Maksymov

Faculty Publications

Research indicates that auditors have an impoverished understanding of trial preparation factors that, independent of audit quality, can significantly elevate audit litigation risk. As the scholarly literature sheds little insight about the nature and implications of these factors, we identify what factors audit litigators consider in trial preparation, how they expect these factors to affect litigation outcomes, and how they attempt to lever these factors. To do so, we interview 39 audit litigators, who identify factors germane to trial venues, jury pools, and case arguments. Guided by the Elaboration Likelihood Model, we construct a framework that predicts these factors influence …

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The General Anti-Avoidance Rule, Mary Cowx, Jon Kerr Jan 2024

The General Anti-Avoidance Rule, Mary Cowx, Jon Kerr

Faculty Publications

The general anti-avoidance rule, or GAAR, is an enforcement mechanism that gives a country’s taxing authority broad power to deny a taxpayer tax benefits associated with any transaction. Although GAARs are becoming increasingly common, the presence of a GAAR is generally overlooked by researchers and thus has been left unstudied. In this paper, we provide an initial investigation by studying the effect of GAARs on firm-level corporate tax avoidance behaviors. Using an indicator for the enactment or strengthening of a GAAR within a country in a stacked difference-in-differences design, we find GAAR enactment is associated with a statistically and economically …

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Do Audit Partners Exhibit Hometown Bias?, Yuzhou Chen, Timothy Seidel, Aleksandra "Ally" B. Zimmerman Jan 2024

Do Audit Partners Exhibit Hometown Bias?, Yuzhou Chen, Timothy Seidel, Aleksandra "Ally" B. Zimmerman

Faculty Publications

We investigate whether audit partners exhibit greater leniency towards audit clients located in their childhood or pre-professional home state. While prior research has examined the audit quality effects of geographic distance between an auditor and client as well as auditors’ social ties to company management or directors, this study uniquely examines auditors’ psychological affinity to places rather than people. Using hand-collected data on audit partners, company managers, and directors, we find evidence of partners exhibiting hometown bias in the form of greater leniency towards clients’ opportunistic reporting. However, we find no evidence to suggest that these psychological biases affect audit …

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Strategic Alignment, Performance, And The Moderating Effect Of Regulatory Fit, Hayden T. Gunnell, Steven D. Smith, Travis W. Steadman Jan 2024

Strategic Alignment, Performance, And The Moderating Effect Of Regulatory Fit, Hayden T. Gunnell, Steven D. Smith, Travis W. Steadman

Faculty Publications

We examine how the alignment of performance measurement and strategy affects performance on a multidimensional task. Our experiment varies both the strategy (speed versus accuracy) of the hypothetical firm for which participants work and the individual performance measure that is reported to them, creating two conditions of clear alignment and two of clear misalignment. We find that while workers are responsive to the performance measure regardless of its alignment, they are also sensitive to the strategy such that costly alignment effects are observed. We also predict and find that workers respond asymmetrically to misalignment in accuracy performance but not in …

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Anomaly Time, Boone Bowles, Adam V. Reed, Matthew C. Ringgenberg, Jacob Thornock Jan 2024

Anomaly Time, Boone Bowles, Adam V. Reed, Matthew C. Ringgenberg, Jacob Thornock

Faculty Publications

We examine the timing of returns around the publication of anomaly trading signals. Using a database that captures when information is first publicly released, we show that anomaly returns are concentrated in the first month after information release dates, and these returns decay soon thereafter. We also show that the academic convention of forming portfolios in June underestimates predictability because it uses stale information, which makes some anomalies appear insignificant. In contrast, we show many anomalies do predict returns if portfolios are formed immediately after information releases. Finally, we develop guidance on forming portfolios without using stale information.

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Explaining Corporate Tax Avoidance, Andrew Belnap, Kaitlyn Kroeger, Jacob Thornock Jan 2024

Explaining Corporate Tax Avoidance, Andrew Belnap, Kaitlyn Kroeger, Jacob Thornock

Faculty Publications

The tax avoidance literature identifies dozens of variables that are related to corporate tax avoidance, but it lacks a framework for understanding the relative importance of these variables and the theories that drive these relations. We distill thirty years of tax avoidance research into key theories, and then use novel empirical techniques to quantify the relative and total importance of proposed explanations. We find that factors tied to investment opportunities contribute more to explained variation than other proposed theories. On the other hand, agency costs and financial reporting concerns explain very little variation in tax avoidance proxies, while operating metrics …

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Tax Sentiment And Compliance: Evidence From Social Media, Andrew Belnap, Jacob Thornock, Kevin Standridge, Braden Williams Jan 2024

Tax Sentiment And Compliance: Evidence From Social Media, Andrew Belnap, Jacob Thornock, Kevin Standridge, Braden Williams

Faculty Publications

Motivations for voluntary tax compliance that fall outside of a standard, rational model can be intrinsic or extrinsic. We use social media rhetoric about taxes to create a measure of tax sentiment that reflects taxpayers’ extrinsic, behavioral motivations for voluntary compliance, and then examine the association between public tax sentiment and tax compliance. Our machinelearning based approach for measuring sentiment uses millions of tax-related tweets, which vary by time and geography. We find that tax sentiment is negatively associated with tax compliance. Our main findings and cross-sectional tests are consistent with the notion that paying one’s taxes is a way …

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“Words Of Plainness” Jacob’S Apology, His Addendum, And The Competing Forms Of Nephite Worship, Dan Belnap, Rob Hernandez Jan 2024

“Words Of Plainness” Jacob’S Apology, His Addendum, And The Competing Forms Of Nephite Worship, Dan Belnap, Rob Hernandez

Faculty Publications

Jacob’s powerful essay in Jacob chapters 4–6 ends with this statement: “I bid you farewell, until I shall meet you before the pleasing bar of God, which bar striketh the wicked with awful dread and fear. Amen” (Jacob  6:13). The essay represents Jacob’s teachings as a Nephite priest concerning the centrality of Christ in the religious and doctrinal framework of his Nephite congregation. It fits within the greater structure of the book of Jacob, which appears to be governed by Nephi1’s instructions concerning what should be included on the small plates. Recorded by Jacob in Jacob 1, the instruction suggests …

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The Effect Of Economic Nexus On Sales Tax Avoidance And Retail Purchases, Zackery D. Fox, John R. Robinson, Stephen A. Stewart Jan 2024

The Effect Of Economic Nexus On Sales Tax Avoidance And Retail Purchases, Zackery D. Fox, John R. Robinson, Stephen A. Stewart

Faculty Publications

We investigate the impact of adopting economic nexus laws on local consumer consumption patterns. To do so, we focus on a natural experiment involving Washington State, which enacted economic nexus in October of 2018, and its neighboring state Oregon, which has no sales tax. Utilizing data from the Nielsen Consumer Panel survey, we estimate a difference-in-differences regression to test whether the imposition of sales tax on internet purchases in Washington led to an increase in brick and mortar (B&M) retail purchases relative to those in Oregon. We report evidence that consumers in Washington increased purchases at B&M retailers relative to …

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Parent Motivations For Enrolling Their Young Children In Early Childhood Programs: An Application Of The Theory Of Planned Behaviour, Rachel A. Mcgovern, Camilla Hodge, Edward Ruddell Jan 2024

Parent Motivations For Enrolling Their Young Children In Early Childhood Programs: An Application Of The Theory Of Planned Behaviour, Rachel A. Mcgovern, Camilla Hodge, Edward Ruddell

Faculty Publications

This study used the theory of planned behaviour to identify and determine the relative influence of factors influencing parents’ decisions to enrol their young children (3 to 5 years old) in early childhood programs at a specific museum venue. An eliciting questionnaire was distributed to museum members with at least one child 3–5 years old to elicit outcome expectancies, normative beliefs, and control beliefs, and these responses were developed into items for the main questionnaire. Regression and correlation analyses were conducted to determine factors associated with parents’ intention to enrol their children. Parents across socioeconomic and educational backgrounds indicated they …

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Transformative Learning Outcomes: Shifting The Learning Outcome Conversation From Assessment To Design, Mat D. Duerden, Jamin C. Rowan Jan 2024

Transformative Learning Outcomes: Shifting The Learning Outcome Conversation From Assessment To Design, Mat D. Duerden, Jamin C. Rowan

Faculty Publications

What if the focus of learning outcomes shifted from telling students what they will know at the end of a course to who they will become? Learning outcomes have drifted away from informing curriculum design to providing parameters for external assessment. This article reviews this shift along with a proposal to reimagine learning outcomes as transformative learning outcomes. It discusses previous work on transformative learning outcomes and proposes a new conceptual definition: learning outcomes that articulate habits of mind or ways of being that students will develop because of a learning experience or sequence of learning experiences. Such learning outcomes …

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A Labeled Magnitude Scale For Measuring The Anticipated Impact Of Immediate Experiences, Gary D. Ellis, Patti A. Freeman, Brian J. Hill, Jingxian Jiang, Kaylee Janes Jan 2024

A Labeled Magnitude Scale For Measuring The Anticipated Impact Of Immediate Experiences, Gary D. Ellis, Patti A. Freeman, Brian J. Hill, Jingxian Jiang, Kaylee Janes

Faculty Publications

Lundberg et al. (2022) recently developed a rubric for classifying experience impacts as ordinary, meaningful, memorable, or transformative. This article extends that contribution by developing a measure of anticipated impacts suitable for evaluating the anticipated impacts of immediate, structured experiences, such as heritage interpretation experiences, museum visits, and events. We developed a labeled magnitude scale (LMS) by calibrating six adverbial modifiers of impact intensity (negligible, slight, significant, profound, substantial, transformative) to judges’ ratings of ratio-scaled distances. We examined criterion-related evidence of validity using 2,867 experience observations from 594 university students who visited venues selected to advance their emotional connection to …

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