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2021

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Earnings Announcement Delays And Implications For The Auditor-Client Relationship, Kimball Chapman, Michael S. Drake, Joseph Schroeder, Timothy Seidel Jan 2021

Earnings Announcement Delays And Implications For The Auditor-Client Relationship, Kimball Chapman, Michael S. Drake, Joseph Schroeder, Timothy Seidel

Faculty Publications

We examine whether delays in the expected release of annual earnings have implications for the future auditor-client relationship. Managers have strong incentives to release earnings on schedule and auditors play an important role in helping their clients avoid costly earnings announcement delays. We find an increased likelihood of subsequent auditor-client realignments after earnings announcement delays. We further find that clients changing auditors realign with audit firms that better meet their earnings announcement timing demands without any evidence of a significant compromise to the reliability of the financial statement numbers in the earnings announcement. Our results help inform regulatory concerns about …

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Anonymous Equity Research, Travis Dyer, Eunjee Kim Jan 2021

Anonymous Equity Research, Travis Dyer, Eunjee Kim

Faculty Publications

Crowdsourced financial information platforms often allow content contributors to publish equity research anonymously. This study examines whether investors value or discount information in anonymous equity research. In the short window around research releases, we find that investors’ stock price reaction to anonymous research is muted in comparison to nonanonymous research. Consistent with credibility concerns influencing investor response, we document that this discount to anonymous research dissipates as the monitoring of content contributors intensifies and as authors develop a reputation for high-quality reporting. In addition, we perform a content analysis on the research reports and find that the muted market reaction …

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The Demand For Public Information By Local And Nonlocal Investors: Evidence From Investor-Level Data*, Travis Dyer Jan 2021

The Demand For Public Information By Local And Nonlocal Investors: Evidence From Investor-Level Data*, Travis Dyer

Faculty Publications

I examine the demand for public information by local and nonlocal investors. Using novel data on institutional investors' requests for financial information from the SEC, I document that investors acquire approximately 20% more financial information for their local investments. This pattern holds after controlling for investors’ 13(f) portfolio holdings. I further demonstrate that this pattern is concentrated in stocks eliciting behavioral biases as well as among investors with strong company relationships. Consistent with public information acquisition being more beneficial to local investors, I find that local investors exhibit both enhanced timeliness in acquiring public information and superior portfolio trading decisions …

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The Effect Of New Accounting Standards On The Performance Of Quantitative Investors*, Travis Dyer, Nicholas Guest, Jia Yin (Elisha) Yu Jan 2021

The Effect Of New Accounting Standards On The Performance Of Quantitative Investors*, Travis Dyer, Nicholas Guest, Jia Yin (Elisha) Yu

Faculty Publications

Quantitative investing relies on stable data generating processes and limited human involvement, which could create lower flexibility in the face of changing economic conditions. In this study, we examine quantitative investors’ ability to navigate a common and material change to the financial data generating process: new accounting standards. We find that returns of quantitative mutual funds temporarily decrease following the implementation of standards that change the definition of key accounting variables. The lower performance we document is relative to more traditional “discretionary” funds that rely heavily on human skill and judgment to make day-to-day investment decisions. Our result is predictably …

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Blockchain Technology: A Survey Of Croatian Business Leaders, Dražen Zec, William G. Heninger Jan 2021

Blockchain Technology: A Survey Of Croatian Business Leaders, Dražen Zec, William G. Heninger

Faculty Publications

Blockchain or distributed ledger technology emerged over ten years ago as the underlying technology of bitcoin. Blockchain is a special kind of database with individual records or blocks linked together in a sequential list called chain of blocks. These records are validated by multiple nodes in peer-to-peer networks and they are immutable. It is a decentralized system, with no need for intermediaries where all decisions are made using different consensus mechanisms. High expectations from blockchain technology, combined with a lack of deeper knowledge about the technology are expressed in the results from the survey conducted on a sample of Croatian …

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Factors Affecting The Outcomes Of Legal Claims Against Auditors, Karen D. De Meyst, D. Jordan Lowe, Mark E. Peecher, Jeffrey Pickerd, Andrew Reffett Jan 2021

Factors Affecting The Outcomes Of Legal Claims Against Auditors, Karen D. De Meyst, D. Jordan Lowe, Mark E. Peecher, Jeffrey Pickerd, Andrew Reffett

Faculty Publications

Maksymov, Pickerd, Lowe, Peecher, and Reffett (2020b) draw insights based on interviews with 27 prominent audit litigation attorneys about the factors affecting the initiation of legal claims against auditors and how such factors affect settlement outcomes. We summarize their key findings and discuss important implications for audit practitioners. Specifically, we focus on the key factors that affect plaintiff attorneys’ willingness to pursue legal claims against auditors, including the merits of the claim, size of alleged economic damages, auditors’ ability to pay, and the expected cost to pursue the claim. We also discuss the reasons why most audit disputes settle (as …

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Disclosure Sentiment: Machine Learning Vs Dictionary Methods, Richard Frankel, Jared Jennings, Joshua A. Lee Jan 2021

Disclosure Sentiment: Machine Learning Vs Dictionary Methods, Richard Frankel, Jared Jennings, Joshua A. Lee

Faculty Publications

We compare the ability of dictionary-based and machine-learning methods to capture disclosure sentiment at 10-K filing and conference call dates. Like Loughran and McDonald (2011), we use returns to assess sentiment. We find that measures based on machine learning offer a significant improvement in explanatory power over dictionary-based measures. Specifically, machine-learning measures explain returns at 10-K filing dates, while measures based on the Loughran and McDonald dictionary only explain returns at 10-K filing dates during the time period of their study. Moreover, at conference-call dates, machine-learning methods offer an improvement over the Loughran and McDonald dictionary method of a greater …

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Does Visibility Of An Engagement Partner’S Association With Recent Client Restatements Increase Fee Pressures From Non-Restating Clients?, Wuchun Chi, Ling Lei Lisic, Linda A. Myers, Mikhail Pevzner, Timothy Seidel Jan 2021

Does Visibility Of An Engagement Partner’S Association With Recent Client Restatements Increase Fee Pressures From Non-Restating Clients?, Wuchun Chi, Ling Lei Lisic, Linda A. Myers, Mikhail Pevzner, Timothy Seidel

Faculty Publications

We examine whether engagement partners who have recently been associated with client restatements experience increased audit fee pressures from their non-restating clients. Using data from the United States (U.S.) and Taiwan, we find evidence of lower audit fees among non-restating companies whose audit engagement partner was recently associated with another client’s restatement. These findings are generally strongest when the partner-associated restatement is more prominent or severe, and in the U.S., when non-restating clients are in the same industry as the restating client. Although we find very limited evidence that fee pressures lead to lower quality audits for these partners’ other …

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How Has The Change In The Way Auditors Determine The Audit Report Date Changed The Meaning Of The Audit Report Date? Implications For Academic Research, Steven M. Glover, James C. Hansen, Timothy Seidel Jan 2021

How Has The Change In The Way Auditors Determine The Audit Report Date Changed The Meaning Of The Audit Report Date? Implications For Academic Research, Steven M. Glover, James C. Hansen, Timothy Seidel

Faculty Publications

Archival research in accounting often relies on the audit report date to capture the constructs of audit efficiency, audit timeliness, audit effort, or audit completion. Auditors’ view of what constitutes sufficient appropriate evidence to support the audit opinion, and consequently the date of the audit report, previously coincided with the substantial completion of audit fieldwork, which would be days or weeks before a 10-K filing. However, this view has shifted to coincide with the timing of the public issuance of clients’ financial statements (i.e., the 10-K filing date) following several regulatory actions, audit practice changes, and professional standard setting changes …

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Determinants And Consequences Of Noncompliance With The 2013 Coso Framework, Kunsu Park, Juan Qin, Timothy Seidel, Jian Zhou Jan 2021

Determinants And Consequences Of Noncompliance With The 2013 Coso Framework, Kunsu Park, Juan Qin, Timothy Seidel, Jian Zhou

Faculty Publications

The Securities and Exchange Commission (SEC) requires firms to use a ‘‘suitable framework” as a basis for evaluating the effectiveness of internal control over financial reporting. The COSO 1992 framework was the most commonly used suitable framework until it was superseded by the COSO 2013 framework. Because strict compliance with the updated framework was not enforced by regulatory authorities, a nontrivial number of firms did not comply in a timely fashion. We investigate determinants and consequences of noncompliance with the COSO 2013 framework following the supersession of the COSO 1992 framework. We find that noncompliance is positively associated with proxies …

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Perceptions Of Tone At The Top From The Inside: Insights Into Audit Pricing, Jace Garrett, Rani Hoitash, Douglas F. Prawitt Jan 2021

Perceptions Of Tone At The Top From The Inside: Insights Into Audit Pricing, Jace Garrett, Rani Hoitash, Douglas F. Prawitt

Faculty Publications

Tone at the top plays an important role in entities’ internal control over financial reporting (ICFR) and in auditors’ planning and risk assessment decisions. Using a novel measure based on employee perceptions, we find that strong tone at the top is associated with reduced audit pricing and that this relation holds even for firms that report effective ICFR. This relation is stronger when employees’ tone perceptions are more consistent throughout the organization, when accounting is more complex, and when earnings manipulation risk is higher. We also find that strong tone is negatively associated with the incidence of reported material weaknesses …

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Issues Related To The Assessment Of The Effectiveness Of Management Review Controls: Roundtable Summary, Douglas F. Prawitt Jan 2021

Issues Related To The Assessment Of The Effectiveness Of Management Review Controls: Roundtable Summary, Douglas F. Prawitt

Faculty Publications

The Center for Audit Quality and the Financial Education & Research Foundation(FERF) of Financial Executives International (FEI) commissioned John Fogarty, Mark Beasley and Doug Prawitt to conduct an independent qualitative research study on Internal Control over Financial Reporting (ICFR) management review controls (MRCs), Perspectives on Management Review Controls: Challenges and Solutions (the Research Report). The research focused on subjective, judgmentbased MRCs. Through a series of detailed, semistructured interviews with preparers – in particular the control owners and control performers – the researchers gathered perspectives on how management determines what constitutes effective design, precision, implementation, execution and documentation of MRCs. The …

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Beyond Borders: Uncertainty In Supragovernmental Tax Enforcement And Corporate Investment, Zackery D. Fox, Martin Jacob, Jaron H. Wilde, Ryan J. Wilson Jan 2021

Beyond Borders: Uncertainty In Supragovernmental Tax Enforcement And Corporate Investment, Zackery D. Fox, Martin Jacob, Jaron H. Wilde, Ryan J. Wilson

Faculty Publications

Amid growing globalization, many countries have offered tax incentives to attract corporate investment. Prior research studies the role such incentives play in firms’ location and investment choices. However, we have limited evidence on the role that uncertainty about the intensity of future tax enforcement plays in those decisions. In 2013, the European Commission (“E.C.”) abruptly began investigating tax ruling practices of several countries in response to allegations that certain firms received preferential tax treatment (“state aid cases”). We use this setting to study the economic consequences of increased uncertainty about future tax enforcement. We find evidence consistent with significant reductions …

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Active Choice, Implicit Defaults, And The Incentive To Choose, John Beshears, James J. Choi, David Laibson, Brigitte C. Madrian Jan 2021

Active Choice, Implicit Defaults, And The Incentive To Choose, John Beshears, James J. Choi, David Laibson, Brigitte C. Madrian

Faculty Publications

Home-delivered prescriptions have no delivery charge and lower copayments than prescriptions picked up at a pharmacy. Nevertheless, when home delivery is offered on an opt-in basis, the take-up rate is only 6%. We study a program that makes active choice of either home delivery or pharmacy pick-up a requirement for insurance eligibility. The program introduces an implicit default for those who don’t make an active choice: pharmacy pickup without insurance subsidies. Under this program, 42% of eligible employees actively choose home delivery, 39% actively choose pharmacy pick-up, and 19% make no active choice and are assigned the implicit default. Individuals …

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Leveraging Stara Competencies And Green Creativity To Boost Green Organisational Innovative Evidence: A Praxis For Sustainable Development, Samuel Ogbeibu, Charbel Jose Chiappetta Jabbour, James Gaskin, Abdelhak Senadjki, Mathew Hughes Jan 2021

Leveraging Stara Competencies And Green Creativity To Boost Green Organisational Innovative Evidence: A Praxis For Sustainable Development, Samuel Ogbeibu, Charbel Jose Chiappetta Jabbour, James Gaskin, Abdelhak Senadjki, Mathew Hughes

Faculty Publications

Radical technological advancements and the relentless progression of climate change compel organisations to ensure their workforce consistently exercise their creativity toward innovative green initiatives. These endeavours are essential to achieve the United Nations' (UN) sustainable development goals (SDGs). To do so, organisations require competencies fundamental to smart technologies, artificial intelligence, robotics and algorithms (STARA). STARA competencies are relevant for leaders to bolster green organisational innovative evidence (GOIE). GOIE can help to attract potential investors keen on advancing the UN's SDG agenda on environmental sustainability. However, eclipsed by a volatile environment, and despite the green innovation potential of several manufacturing organisations, …

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Can User Interface Design Choices Alter Perceptions Of Time Passage?, James Gaskin Jan 2021

Can User Interface Design Choices Alter Perceptions Of Time Passage?, James Gaskin

Faculty Publications

When a task is dull, time seems to unhelpfully dilate. This can have serious impacts on job satisfaction, burnout, and turnover – all of which impact employee well-being and the bottom line. Without changing the task, could a user interface take advantage of psychology-driven, theoretically-supported design decisions to make time seem to contract? If such is the case, we might, without much cost, partially alleviate employee suffering due to task fatigue and disinterest by making simple changes to the user interface. While psychology research and user interface design have intersected abundantly in extant literature, no study has empirically tested whether …

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What Can Mental Health Teach Us About Social Media Screen Time Misestimation?, Mark Keith, Parker Nokes, Alexandra Spruill Jan 2021

What Can Mental Health Teach Us About Social Media Screen Time Misestimation?, Mark Keith, Parker Nokes, Alexandra Spruill

Faculty Publications

Mobile platform providers have provided the ability to measure the time consumers spend on each app. This provides the opportunity to measure a consumer’s misestimation of their screentime which is a concept relevant to several mental health attributes such as depression, anxiety, and addiction. We provide additional evidence about the effect of objective screentime on mental health, but add a unique perspective on how screentime misestimation is determined by various mental health attributes. We collected data from a student sample (n=1005) who are from the demographic who most commonly use social media apps (18-29 yr olds). We measured our model …

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Simulating Municipal Cybersecurity Incidents: Recommendations From Expert Interviews, Kira Gedris, Kayla Bowman, Aatish Neupane, Amanda Lee Hughes, Elizabeth Bonsignore, Ryan W. West, Jon Balzotti, Derek L. Hansen Jan 2021

Simulating Municipal Cybersecurity Incidents: Recommendations From Expert Interviews, Kira Gedris, Kayla Bowman, Aatish Neupane, Amanda Lee Hughes, Elizabeth Bonsignore, Ryan W. West, Jon Balzotti, Derek L. Hansen

Faculty Publications

As cyberattacks on city and public infrastructures become increasingly common and harmful, it is critical that we train the professional workforce to prepare and respond appropriately. This paper supports the development of educational simulations and related experiential learning exercises that help prepare city and public infrastructure personnel to effectively respond to cybersecurity attacks. Specifically, it synthesizes the findings from 8 expert interviews including 12 cybersecurity experts from federal, state, city organizations, as well as academics with relevant expertise. We organize the findings into key learning outcomes, scenarios, roles, and issues that simulation designers should consider. The result paints a vivid …

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A Computational Simulation-Based Framework For Estimating Potential Product Impact During Product Design, Christopher S. Mabey, Andrew G. Armstrong, Christopher A. Mattson, John L. Salmon, Nile W. Hatch, Eric C. Dahlin Jan 2021

A Computational Simulation-Based Framework For Estimating Potential Product Impact During Product Design, Christopher S. Mabey, Andrew G. Armstrong, Christopher A. Mattson, John L. Salmon, Nile W. Hatch, Eric C. Dahlin

Faculty Publications

The impact of engineered products is a topic of concern in society. Product impact may fall under the categories of economic, environmental or social impact, with the last category defined as the effect of a product on the day-to-day life of people. Design teams lack sufficient tools to estimate the social impact of products, and the combined impacts of economic, environmental and social impacts for the products they are designing. This paper aims to provide a framework for the estimation of product impact during product design. To estimate product impact, models of both the product and society are required. This …

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Who Gets ‘To Guru’? Scientist Ted Speakers And The Role Of Collective Identity In Peer Evaluation Of Audience Diversification, Brian P. Reschke, Taeya M. Howell Jan 2021

Who Gets ‘To Guru’? Scientist Ted Speakers And The Role Of Collective Identity In Peer Evaluation Of Audience Diversification, Brian P. Reschke, Taeya M. Howell

Faculty Publications

As producers diversify to additional audiences, they invite scrutiny of themselves and the products they provide, both by external evaluators as well as peer producers. We argue that in certain conditions, audience diversification may suggest producers represent their producer group, prompting special scrutiny by peers. In these cases, peer evaluation of diversification depends on the correspondence between the identity of the diversifying producer and the collective identity of the producer group, such that peers sanction non-prototypical producers and support exemplary producers. We develop and test hypotheses in the context of science, examining how appeals to the general public—giving a TED …

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Electronic Nicotine Delivery Systems: Youth Prevention And Cessation Discussions By Primary Care Providers, Sarah Hutton Christianson Jan 2021

Electronic Nicotine Delivery Systems: Youth Prevention And Cessation Discussions By Primary Care Providers, Sarah Hutton Christianson

Nursing

Youth use of electronic nicotine delivery systems (ENDS) has increased over the last several years, necessitating proactive steps by primary care providers (PCP) including discussing ENDS health effects with youth and providing cessation counseling. The CDC recommends that people under age 25 should not use ENDS. Brief counseling about use of tobacco products is cost-effective and beneficial to patients’ health. PCPs need current, accurate information about ENDS to deliver comprehensive preventive services and cessation counseling to a vulnerable adolescent population. The purposes of this practice improvement project were to increase PCPs’ knowledge, patient discussions, and cessation referrals related to ENDS …

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C.O.P.E. Influence On Resiliency And Self-Efficacy In A Rural North Dakota School (Creating Opportunities For Personal Empowerment), Ariel Kristine Schwarzrock Jan 2021

C.O.P.E. Influence On Resiliency And Self-Efficacy In A Rural North Dakota School (Creating Opportunities For Personal Empowerment), Ariel Kristine Schwarzrock

Nursing

One in three teens is estimated to experience an anxiety disorder between 13 to 18 years of age. Developed mental health burdens in adolescents can go undetected and untreated. About 50% of those with mental health disorders noted in adulthood started by age 14 years. Therefore, adolescence may be a critical phase for developing positive coping mechanisms and one where nurse practitioners can proactively impact outcomes. Cognitive behavioral therapy (CBT) is an evidence-based strategy effective in decreasing mental health burden. Creating Opportunities for Personal Empowerment (COPE) is a program created for pediatrics using CBT strategies to manage emotions and promote …

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Root Biomass And Production By Two Cushion Plant Species Of Tropical High-Elevation Peatlands In The Andean Páramo, Esteban Suárez, Segundo Chimbolema, Rodney Chimner, Erik A. Lilleskov Jan 2021

Root Biomass And Production By Two Cushion Plant Species Of Tropical High-Elevation Peatlands In The Andean Páramo, Esteban Suárez, Segundo Chimbolema, Rodney Chimner, Erik A. Lilleskov

Michigan Tech Publications, Part 1

High-elevation peatlands in the Andes are receiving increasing attention for their biodiversity and their high rates of carbon accumulation. However, the ecology of these peatlands and the environmental factors that control their carbon dynamics remain under-studied. Here we report on the patterns of root biomass productivity and turnover rates for two cushion plant species (Distichia muscoides, Plantago rigida) that commonly dominate high-elevation peatlands (> 4200 m a.s.l.) in the Andean páramo landscape of Northern Ecuador. Root biomass for P. rigida ranged from 680 to 864 g m-2 and was approximately 40 % higher than for D. muscoides (507–620 g m-2). …

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A Comparison Of Aerodynamic Models For Optimizing The Takeoff And Transition Of A Bi-Wing Tailsitter, Ryan Anderson, Jacob Willis, Jacob Johnson, Andrew Ning, Randal Beard Jan 2021

A Comparison Of Aerodynamic Models For Optimizing The Takeoff And Transition Of A Bi-Wing Tailsitter, Ryan Anderson, Jacob Willis, Jacob Johnson, Andrew Ning, Randal Beard

Faculty Publications

Electric vertical takeoff and landing (eVTOL) aircraft take advantage of distributed electric propulsion as well as aerodynamic lifting surfaces to take off vertically and perform long-duration flights. Complex aerodynamic interactions and a hard-to-predict transition maneuver from hover to wing-borne flight are one challenge in their development. To address this, we compare three different interaction models of varying fidelity for optimizing the transition trajectory of a biplane tailsitter. The first model accounts for simplified rotor-on-wing interactions using momentum theory, while the other two account for wing-on-wing interactions using a vortex lattice method and rotor-on-wing aerodynamic interactions using blade element momentum theory. …

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Optimization Of Turbine Tilt In A Wind Farm, James Cutler, Andrew P.J. Stanley, Jared J. Thomas, Andrew Ning Jan 2021

Optimization Of Turbine Tilt In A Wind Farm, James Cutler, Andrew P.J. Stanley, Jared J. Thomas, Andrew Ning

Faculty Publications

Wind farm power production is significantly affected by upstream turbines creating wakes of slower wind speeds that overlap the rotor swept areas of downstream turbines. By optimizing the tilt angle of the turbines in a farm, wakes may be deflected away from downstream turbines, increasing the overall energy production. In this study, we optimized the tilt angle of turbines in a wind farm to maximize energy production. We used an analytic wake model modified for gradient-based optimization to consider wake deflection from tilt. We considered optimizing the tilt angle of each turbine assuming that it remained fixed for the lifetime …

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Reducing Wind Farm Power Variance From Wind Direction Using Wind Farm Layout Optimization, Bertelsen Gagakuma, Andrew P.J. Stanley, Andrew Ning Jan 2021

Reducing Wind Farm Power Variance From Wind Direction Using Wind Farm Layout Optimization, Bertelsen Gagakuma, Andrew P.J. Stanley, Andrew Ning

Faculty Publications

This paper investigates reducing power variance caused by different wind directions by using wind farm layout optimization. The problem was formulated as a multi-objective optimization. The ε−constraint method was used to solve the bi-objective problem in a two-step optimization framework where two sequential optimizations were performed. The first was maximizing the mean wind farm power alone and the second was minimizing the power variance with a constraint on the mean power. The results show that the variance in power estimates can be greatly reduced, by as much as 30%, without sacrificing mean plant power for the different farm sizes and …

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Anticancer Activities Of Plant Secondary Metabolites: Rice Callus Suspension Culture As A New Paradigm, Wusirika Ramakrishna, Anuradha Kumari, Nafeesa Rahman, Pallavi Mandave Jan 2021

Anticancer Activities Of Plant Secondary Metabolites: Rice Callus Suspension Culture As A New Paradigm, Wusirika Ramakrishna, Anuradha Kumari, Nafeesa Rahman, Pallavi Mandave

Michigan Tech Publications, Part 1

Plant natural products including alkaloids, polyphenols, terpenoids and flavonoids have been reported to exert anticancer activity by targeting various metabolic pathways. The biological pathways regulated by plant products can serve as novel drug targets. Plant natural compounds or their derivatives used for cancer treatment and some novel plant-based compounds which are used in clinical trials were discussed. Callus suspension culture with secondary metabolites can provide a continuous source of plant pharmaceuticals without time and space limitations. Previous research has shown that rice callus suspension culture can kill >95% cancer cells with no significant effect on the growth of normal cells. …

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Machine Learning Applications In Microbial Ecology, Human Microbiome Studies, And Environmental Monitoring, Ryan B. Ghannam, Stephen Techtmann Jan 2021

Machine Learning Applications In Microbial Ecology, Human Microbiome Studies, And Environmental Monitoring, Ryan B. Ghannam, Stephen Techtmann

Michigan Tech Publications, Part 1

Advances in nucleic acid sequencing technology have enabled expansion of our ability to profile microbial diversity. These large datasets of taxonomic and functional diversity are key to better understanding microbial ecology. Machine learning has proven to be a useful approach for analyzing microbial community data and making predictions about outcomes including human and environmental health. Machine learning applied to microbial community profiles has been used to predict disease states in human health, environmental quality and presence of contamination in the environment, and as trace evidence in forensics. Machine learning has appeal as a powerful tool that can provide deep insights …

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Rationalizing Self-Defeating Behaviors: Theory And Evidence, Lars J. Lefgren, Olga B. Stoddard Jan 2021

Rationalizing Self-Defeating Behaviors: Theory And Evidence, Lars J. Lefgren, Olga B. Stoddard

Faculty Publications

Why do individuals engage in self-defeating behaviors like self-harm, addiction, and risky sexual behaviors? Why do they experience the apathy of depression or inaction when trapped by multiple competing problems? We propose a framework for explaining these and other related behaviors based on the insight that individuals can only experience a limited number of latent stimuli to which they are exposed. We conduct an experiment to test this model and find that more than two thirds of the subjects behave consistent with our theoretical framework.

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Increasing Workplace Diversity: Evidence From A Recruiting Experiment At A Fortune 500 Company, Jeffrey A. Flory, Andreas Leibbrandt, Christina Rott, Olga B. Stoddard Jan 2021

Increasing Workplace Diversity: Evidence From A Recruiting Experiment At A Fortune 500 Company, Jeffrey A. Flory, Andreas Leibbrandt, Christina Rott, Olga B. Stoddard

Faculty Publications

While many firms have set ambitious goals to increase diversity in their ranks, there is a dearth of empirical evidence on effective ways to reach them. We use a natural field experiment to test several hypotheses on effective means to attract minority candidates for top professional careers. By randomly varying the content in recruiting materials of a major financial services corporation with more than 10,000 employees, we find that signaling explicit interest in employee diversity more than doubles the interest in openings among racial minority candidates, as well as the likelihood that they apply and are selected. Impacts on gender …

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