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Decisions That Shape Supply Chains, Nicole J. Olynk Widmar, Michael L. Smith, Erin Robinson Dec 2025

Decisions That Shape Supply Chains, Nicole J. Olynk Widmar, Michael L. Smith, Erin Robinson

Purdue University Press Books

What drives consumer decisions, and how do those decisions ripple through our food and agricultural systems? In Decisions That Shape Supply Chains, readers are invited to look beyond conventional models of behavior and explore the complex, sometimes counterintuitive factors influencing real-world consumer choices. Drawing on behavioral science and applied research, this volume examines how decisions made in grocery aisles, drive-through lines, and online shopping carts ultimately inform what gets planted, processed, packaged, and promoted across the food-supply chain. From attitudes toward GMO foods to parenting as a form of consumerism and emotional decision-making under stress to the environmental tradeoffs consumers …


Markets We Thought We Knew, Nicole J. Olynk Widmar, Michael L. Smith, Erin Robinson Dec 2025

Markets We Thought We Knew, Nicole J. Olynk Widmar, Michael L. Smith, Erin Robinson

Purdue University Press Books

Markets We Thought We Knew explores the evolving nature of markets and how they shape—and are shaped by—consumer behavior. From essential life necessities such as water to everyday commodities and products including locally sourced foods, this book covers a variety of topics and invites readers to examine a diverse range of markets through a reflective lens. By revisiting past market dynamics and real-world examples, readers are encouraged to rethink how preferences are formed, how opinions shift over time, and how value is assigned—sometimes in unexpected ways. What insights might you gather from a deeper understanding of local and global markets, …


Advancing Cybersecurity Practice: Explainable Machine Learning For Network Intrusion Detection, Adam Grabowski, Shengjie Xu Dec 2025

Advancing Cybersecurity Practice: Explainable Machine Learning For Network Intrusion Detection, Adam Grabowski, Shengjie Xu

Journal of Cybersecurity Education, Research and Practice

This research investigates explainable artificial intelligence (XAI) integration within machine learning (ML)-based intrusion detection systems (IDS), focusing on distinguishing malicious from benign network activities. We employed Random Forest and XGBoost models evaluated on widely recognized datasets, including NSL-KDD and UNSW-NB15, using both binary and multi-class classification tasks. The objective was to enhance cybersecurity operations through improved model transparency and interpretability. By integrating SHAP (SHapley Additive exPlanations) and LIME (Local Interpretable Model-Agnostic Explanations), the study offers comprehensive global and local insights into model decision-making processes. Results demonstrate SHAP's effectiveness in providing a broad, dataset-wide understanding of feature interactions and importance, while …


The Tax Adviser, Volume 3, Number 12, December 1972, American Institute Of Certified Public Accountants Dec 2025

The Tax Adviser, Volume 3, Number 12, December 1972, American Institute Of Certified Public Accountants

Tax Adviser

No abstract provided.


Tax Clinic, Thomas S. Oehring Dec 2025

Tax Clinic, Thomas S. Oehring

Tax Adviser

No abstract provided.


Professions At Work: A Report On Complexity And The Income Tax (Part Ii), New York State Bar Association. Tax Section. Committee On Tax Policy Dec 2025

Professions At Work: A Report On Complexity And The Income Tax (Part Ii), New York State Bar Association. Tax Section. Committee On Tax Policy

Tax Adviser

No abstract provided.


Reits: Problems And Possible Solutions, Burton M. Mirsky, Barry S. Auerbach Dec 2025

Reits: Problems And Possible Solutions, Burton M. Mirsky, Barry S. Auerbach

Tax Adviser

No abstract provided.


Pressures For Tax Conformity, Robert G. Skinner Dec 2025

Pressures For Tax Conformity, Robert G. Skinner

Tax Adviser

No abstract provided.


The Tax Adviser, Volume 3, Number 11, November 1972, American Institute Of Certified Public Accountants Dec 2025

The Tax Adviser, Volume 3, Number 11, November 1972, American Institute Of Certified Public Accountants

Tax Adviser

No abstract provided.


Index: Subject Index—12 Months Ended October 1972; Author Index—12 Months Ended October 1972, American Institute Of Certified Public Accountants Dec 2025

Index: Subject Index—12 Months Ended October 1972; Author Index—12 Months Ended October 1972, American Institute Of Certified Public Accountants

Tax Adviser

No abstract provided.


Tax Trends, Harry Z. Garian Dec 2025

Tax Trends, Harry Z. Garian

Tax Adviser

No abstract provided.


Professions At Work: A Report On Complexity And The Income Tax (Part I), New York State Bar Association. Tax Section. Committee On Tax Policy Dec 2025

Professions At Work: A Report On Complexity And The Income Tax (Part I), New York State Bar Association. Tax Section. Committee On Tax Policy

Tax Adviser

No abstract provided.


Hidden Assets And Latent Liabilities: The Non-Employee Spouse’S Community Interest In Qualified Deferred Compensation Plans, John R. Cohan, Albert J. Fink Dec 2025

Hidden Assets And Latent Liabilities: The Non-Employee Spouse’S Community Interest In Qualified Deferred Compensation Plans, John R. Cohan, Albert J. Fink

Tax Adviser

No abstract provided.


Byrum Case And Closely Held Stock: An Analysis, Richard Covey Dec 2025

Byrum Case And Closely Held Stock: An Analysis, Richard Covey

Tax Adviser

No abstract provided.


The Tax Adviser, Volume 3, Number 10, October 1972, American Institute Of Certified Public Accountants Dec 2025

The Tax Adviser, Volume 3, Number 10, October 1972, American Institute Of Certified Public Accountants

Tax Adviser

No abstract provided.


Tax Trends, Harry Z. Garian Dec 2025

Tax Trends, Harry Z. Garian

Tax Adviser

No abstract provided.


Professions At Work: Proposed Regulations: Comments, Joel Forster Dec 2025

Professions At Work: Proposed Regulations: Comments, Joel Forster

Tax Adviser

No abstract provided.


Tax Clinic, Walter C. Frank Dec 2025

Tax Clinic, Walter C. Frank

Tax Adviser

No abstract provided.


Taxing The Quick And The Dead - Conflict Of Death Duties And Investment Incentives, H. W. T. Pepper Dec 2025

Taxing The Quick And The Dead - Conflict Of Death Duties And Investment Incentives, H. W. T. Pepper

Tax Adviser

No abstract provided.


Final Accumulation Trust Regulations: Explained, Evaluated And Exemplified, Bernard Barnett Dec 2025

Final Accumulation Trust Regulations: Explained, Evaluated And Exemplified, Bernard Barnett

Tax Adviser

No abstract provided.


Sustainability In Global Shrimp Supply Chains, Michael Behr Dec 2025

Sustainability In Global Shrimp Supply Chains, Michael Behr

Sustainable Supply Chain Management

This chapter explores sustainability challenges within the global shrimp supply chain, comparing the environmental impacts of wild-caught shrimp trawling and shrimp aquaculture. While trawling has historically met global demand, its high levels of bycatch and damage to marine ecosystems make it increasingly incompatible with modern environmental standards. In response, aquaculture now supplies more than half of global shrimp production and is becoming a preferred sourcing option for major buyers.

From a supply-chain perspective, the chapter examines how trade dependence, regulatory pressure, and ESG commitments are shifting procurement strategies toward farmed shrimp. Using examples from large retailers, it shows how buyer-driven …


Enhancing Alumni Data Integrity And Collection Practices At The College For Social Innovation, Rhea A. Shirodkar Dec 2025

Enhancing Alumni Data Integrity And Collection Practices At The College For Social Innovation, Rhea A. Shirodkar

Business Analytics Student Projects and Publications

The College for Social Innovation (CFSI) is an educational nonprofit that provides 15-week credited social sector internship programs for undergraduate and gap year students. To assess program impact and support strategic decision-making, donor engagement, program improvement, and recruitment initiatives, CFSI collects alumni outcome data through two FormAssembly surveys integrated with their Salesforce Nonprofit Success Pack (NPSP). However, organizational and data infrastructure changes taking place from 2020-2021 created a misalignment between FormAssembly and NPSP data structures, resulting in inconsistent field types, variable naming conventions, data mapping errors, and duplicate records entering the NPSP from 2021-onward. Compounded by the issue of low …


Index: Subject Index—12 Months Ended August 1972; Author Index—12 Months Ended August 1972, American Institute Of Certified Public Accountants Dec 2025

Index: Subject Index—12 Months Ended August 1972; Author Index—12 Months Ended August 1972, American Institute Of Certified Public Accountants

Tax Adviser

No abstract provided.


Proposed Regulations: Comments, Herbert Finkston Dec 2025

Proposed Regulations: Comments, Herbert Finkston

Tax Adviser

No abstract provided.


Study Of Corporate Experience With Sec. 482, Walter F. O'Connor, Samuel M. Russo Dec 2025

Study Of Corporate Experience With Sec. 482, Walter F. O'Connor, Samuel M. Russo

Tax Adviser

No abstract provided.


Tax Trends, Harry Z. Garian Dec 2025

Tax Trends, Harry Z. Garian

Tax Adviser

No abstract provided.


Professions At Work: Proposed Regulations: Comments, Herbert Finkston Dec 2025

Professions At Work: Proposed Regulations: Comments, Herbert Finkston

Tax Adviser

No abstract provided.


Working With The Irs: Regulating Tax Return Preparers— The Commissioner’S Views, Gilbert Simonetti Jr. Dec 2025

Working With The Irs: Regulating Tax Return Preparers— The Commissioner’S Views, Gilbert Simonetti Jr.

Tax Adviser

No abstract provided.


Tax Clinic, Dominic A. Tarantino Dec 2025

Tax Clinic, Dominic A. Tarantino

Tax Adviser

No abstract provided.


Predicting The Unpredictable: Advancing Risk Management In Fitness Centers Through Data Science-Driven Judicial Outcome Modeling, Hongyoung Kim Dec 2025

Predicting The Unpredictable: Advancing Risk Management In Fitness Centers Through Data Science-Driven Judicial Outcome Modeling, Hongyoung Kim

Health, Exercise, and Sports Sciences ETDs

This study developed a prediction model of judicial outcomes in fitness exercise-related injury lawsuits to identify key factors influencing fitness centers’ success in litigation. Using 209 U.S. court cases from Westlaw, Phase One employed text mining and content analysis to identify legal variables. Phase Two applied descriptive statistics and multiple logistic regression to evaluate the combined influence of these variables on judicial outcomes. For the multiple logistic regression analysis, the sample size was reduced to 184 cases after excluding 25 remanded cases.

Results showed that victim behavior, hazardous facility conditions, and enforceable waivers or exculpatory clause defenses significantly predicted judicial …