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Effects Of Metals On Persulfate Activation For The Decomposition Of Pfas, Malu Deav Devadasan Jan 2026

Effects Of Metals On Persulfate Activation For The Decomposition Of Pfas, Malu Deav Devadasan

Civil Engineering Dissertations

Per- and polyfluoroalkyl substances (PFAS) are persistent environmental contaminants widely used in industrial and consumer products due to their unique physicochemical properties. Their resistance to degradation, potential for bioaccumulation, and associated adverse health effects have prompted increasing regulatory attention, including the establishment of drinking water standards for six PFAS compounds by the U.S. Environmental Protection Agency in 2024.

Current PFAS treatment technologies are often energy-intensive and costly or generate secondary waste streams requiring further management. Meanwhile, this research investigated transition metal-catalyzed advanced oxidation processes for PFAS decomposition in water under ambient conditions. Previous studies demonstrated effective degradation of perfluorocarboxylic acids …


Gaussian Process Regression–Based Uncertainty Quantification For Unmanned Aircraft System Traffic Management And Advanced Air Mobility Applications, Aakarshan Khanal Jan 2026

Gaussian Process Regression–Based Uncertainty Quantification For Unmanned Aircraft System Traffic Management And Advanced Air Mobility Applications, Aakarshan Khanal

Mechanical and Aerospace Engineering Dissertations

Uncertainty quantification has gained significant attention in recent years as a research area in dynamical systems. Mathematical representations of the physical system, combined with an understanding of model uncertainties, enable the propagation of uncertainty in temporal space, which allows us to make informed decisions. However, what if the true dynamics of the system is unknown or too complex to define explicitly? In such cases, the system’s behavior can instead be inferred or learned from observed input–output data rather than from an analytical or physics-based model. To this end, this dissertation focuses on developing a data-driven framework for nonparametric dynamics modeling, …


2026-2027, Benjamin N. Cardozo School Of Law Jan 2026

2026-2027, Benjamin N. Cardozo School Of Law

Student Handbooks

No abstract provided.


Operationalizing Cyber-Routine Activities Theory For Senior Cybercrime Prevention: An Evaluation Of The Shield Training-The-Trainer Program, Kyung-Shick Choi, Insun Park, Mijin Kim, Ji Yae Bong Jan 2026

Operationalizing Cyber-Routine Activities Theory For Senior Cybercrime Prevention: An Evaluation Of The Shield Training-The-Trainer Program, Kyung-Shick Choi, Insun Park, Mijin Kim, Ji Yae Bong

International Journal of Cybersecurity Intelligence & Cybercrime

Older adults face growing risks of cyber-enabled fraud, yet scalable, evidence-based prevention programs remain limited. Guided by Cyber-Routine Activities Theory (Cyber-RAT), this study evaluates the pilot implementation of the Seniors Harnessing Internet Education for Lasting Defense (SHIELD) Training-the-Trainer program, designed to prepare law enforcement officers and community leaders to deliver cybercrime prevention education to older adults. A key innovation of SHIELD is its integration of interactive game-based simulations, which allow participants to practice verification, refusal, and reporting behaviors in realistic cybercrime scenarios. Following the December 2025 pilot session in Boston, semi-structured interviews were conducted with 12 participants from law enforcement, …


Vishing And Smishing Perpetrators And Their Victims In Nigerian Slums, Lateef J. Adeyemo, Tirimisiyu Y. Olabulo, Idenyi G. Peter Jan 2026

Vishing And Smishing Perpetrators And Their Victims In Nigerian Slums, Lateef J. Adeyemo, Tirimisiyu Y. Olabulo, Idenyi G. Peter

International Journal of Cybersecurity Intelligence & Cybercrime

This study investigates the personal accounts of both perpetrators and victims to better understand the techniques and strategies used in vishing and smishing schemes. It adopts a qualitative cross-sectional design across three Lagos slums (Ajegunle, Amukoko, and Ijora-Badia), using snowball sampling to recruit 20 victims and 10 perpetrators for in-depth interviews. Findings reveal that perpetrators impersonate trusted entities using low-tech tools (pre-registered SIMs, bulk SMS apps) to exploit trust. Selective morality emerges among offenders, with some repaying known victims due to guilt while exploiting strangers, alongside a mentorship culture where experienced scammers train newcomers. Poverty and peer influence normalize the …


From Authorization To Loss: A Blockchain Forensic Analysis Of Transaction-Level Mechanisms In Cryptocurrency Airdrop Scams, Chanwoo Shin, Kyung-Shick Choi Jan 2026

From Authorization To Loss: A Blockchain Forensic Analysis Of Transaction-Level Mechanisms In Cryptocurrency Airdrop Scams, Chanwoo Shin, Kyung-Shick Choi

International Journal of Cybersecurity Intelligence & Cybercrime

Cryptocurrency airdrop scams have emerged as a rapidly growing form of cyber-enabled financial crime, yet remain underexplored in empirical research. This study examines how transaction-level mechanisms and offender strategies influence variation in monetary loss in airdrop scam incidents. Grounded in Cyber-Routine Activities Theory (Cyber-RAT), the study conceptualizes financial harm as occurring within decentralized environments where users’ online behaviors, particularly transaction authorization, intersect with limited digital capable guardianship. Data were drawn from 112 validated airdrop scam cases reported on Chainabuse.com between January and December 2025. Blockchain forensic analysis using Breadcrumbs was conducted to reconstruct transaction pathways, identify exchange interactions, and detect …


Cloud-Computing Costs And Financial Reporting: How Classification And Disclosure Choices Shape Comparability And Valuation, Salma Askar Jan 2026

Cloud-Computing Costs And Financial Reporting: How Classification And Disclosure Choices Shape Comparability And Valuation, Salma Askar

Dissertations and Theses

Cloud computing has become a central component of firms’ information technology infrastructure, yet the accounting treatment and disclosure of cloud-related expenditures remain subject to managerial judgment under ASC 350-40. This thesis examines whether variation in cloud˗computing disclosures is associated with differences in firms’ information environments and reporting behavior. Using textual analysis of 10-K filings for U.S. public firms from 2004 to 2025, the study constructs measures of cloud-related disclosure volume, optimistic tone, and linguistic intensity. It examines their association with analyst forecast error, analyst forecast dispersion, financial statement comparability, and real earnings management. The results indicate that cloud disclosure characteristics …


Integrating Design Thinking In A Stem Methods Course, Demetrice Smith-Mutegi Jan 2026

Integrating Design Thinking In A Stem Methods Course, Demetrice Smith-Mutegi

Teaching & Learning Faculty Publications

Design thinking, a problem-solving approach, has been offered as a strategy to address the challenges of growing and complex teaching expectations. In this narrative, I describe an adapted model of design thinking that was implemented in a secondary STEM methods course for teacher candidates in a graduate program. A description of the key activities, including the fundamental role of empathizing, is shared. Design thinking, when implemented by teachers and teacher candidates, allows the teacher to design and improve a lesson or unit based on student feedback and engagement. This is especially important in today's rapidly evolving educational landscape, where educators …


Secondary Teachers' Experiences In International Professional Development For Convergence Research In Stem And Tradition, Rachel Sparks White, Kristie S. Gutierrez, James K. Ferri Jan 2026

Secondary Teachers' Experiences In International Professional Development For Convergence Research In Stem And Tradition, Rachel Sparks White, Kristie S. Gutierrez, James K. Ferri

Teaching & Learning Faculty Publications

Convergence education promotes learning experiences that integrate science, technology, engineering, and mathematics (STEM) to address complex real-world problems. However, secondary teachers often report limited access to professional development (PD) and curricular resources that support transdisciplinary instruction. This exploratory case study examines how four secondary teachers (three chemistry; one engineering) made sense of a transdisciplinary PD model, Convergence Research in STEM and Tradition (CReST), that leverages cultural heritage artifacts (Renaissance frescoes) as boundary objects to connect chemistry, engineering, world history, and technology. Teachers participated in a four-day immersive PD experience in Firenze (Florence) and Pisa, Italy, that included site-based learning, interaction …


Pre-Service Elementary Teachers' Science Content Knowledge And Confidence: Teaching Science Methods With Metacognitive Awareness Activities, Demetrice Smith-Mutegi, Erika Wise Jan 2026

Pre-Service Elementary Teachers' Science Content Knowledge And Confidence: Teaching Science Methods With Metacognitive Awareness Activities, Demetrice Smith-Mutegi, Erika Wise

Teaching & Learning Faculty Publications

Few elementary teachers are confident in teaching science or in their science knowledge. This study sought to address this concern by investigating the impact of a science methods course on confidence and science knowledge for pre-service elementary teachers (PSETs). In this study, 23 participants enrolled in a teacher education program at a Midwest US university participated in a quasi-experimental pretest-posttest design. The participants engaged in course content, including metacognitive awareness activities, for a full semester and qualitatively described their confidence within the pre-post assessment survey. Results were analyzed using an independent samples t-test, mean content assessment scores, and paired samples …


Pre-Service Teachers' Perceptions Of Literacy In Stem Classroom Instruction By Implementation Of Project-Based Lessons, Sarah Ferguson, Maryam Enderson, Jamie Colwell Jan 2026

Pre-Service Teachers' Perceptions Of Literacy In Stem Classroom Instruction By Implementation Of Project-Based Lessons, Sarah Ferguson, Maryam Enderson, Jamie Colwell

Teaching & Learning Faculty Publications

This study examines how project-based learning (PBL) supports pre-service STEM teachers (PSTs) in understanding and applying disciplinary literacy in classroom instruction. Conducted in a semester-long PBL course at a mid-sized public university, the research explores PSTs’ shifting perceptions of literacy in STEM and the challenges and successes they experience. Using qualitative methods grounded in student voice and case study frameworks, data were collected through focus groups, reflections, and lesson plan analyses. Findings show PSTs initially held narrow views of literacy but developed more nuanced understandings through PBL. Key successes included increased confidence and use of inquiry-based strategies; challenges involved time …


Lessons Learned Using Participatory Research To Develop Physical Education Resources And Recommendations For Blind Students, M. Ally Keene, Nina Marranca, Julia Lagrand, Andrews Mead-Colegrove, Angela Eckhoff, Justin Haegele Jan 2026

Lessons Learned Using Participatory Research To Develop Physical Education Resources And Recommendations For Blind Students, M. Ally Keene, Nina Marranca, Julia Lagrand, Andrews Mead-Colegrove, Angela Eckhoff, Justin Haegele

Teaching & Learning Faculty Publications

Using a participatory action research (PAR) methodology, the purpose of this manuscript was to describe the experiences of co-constructing resources and recommendations for physical education (PE) teachers, with blind individuals as research partners, aimed at enhancing PE for blind students. Four blind young adults served as research partners within the project. The project consisted of 15 meetings over 19 weeks and two stages, and took place entirely on Zoom. Stage one consisted of four meetings and focused on exploring the needs of the partners and their experiences and opinions related to improving PE for future blind students. Stage two consisted …


Languages Of Marginalization: Educational Inequality And Identity Formation Among Rohingya Refugees In Bangladesh, Md Khalid Rahman Jan 2026

Languages Of Marginalization: Educational Inequality And Identity Formation Among Rohingya Refugees In Bangladesh, Md Khalid Rahman

Sustainability and Social Justice

This research paper investigates how language-of-instruction policies shape educational inequality and identity formation among Rohingya refugee children living in protracted displacement in Cox’ Bazar, Bangladesh. Analyzed from a human right–based framework, the study examines whether existing educational policies align with international legal standards on the right to education, including the UDHR, ICESCR, Child Convention and SDG 4. While these frameworks guarantee non-discriminatory and inclusive access to education, the reality in Cox’s Bazar reveals a persistent gap between normative commitments and policy implementation. Moreover, the study explores how the exclusion of both the host language (Bangla) and the native Rohingya language …


Trading Places With The ‘Other’: Octavia Butler’S “Bloodchild” And “Amnesty”, Katie Zamora-Godinez Jan 2026

Trading Places With The ‘Other’: Octavia Butler’S “Bloodchild” And “Amnesty”, Katie Zamora-Godinez

Research Papers

No abstract provided.


Navigating Critical Communication Pedagogy As International Graduate Teaching Assistants In The United States' Communication Classrooms, Janifar Nova Jan 2026

Navigating Critical Communication Pedagogy As International Graduate Teaching Assistants In The United States' Communication Classrooms, Janifar Nova

Research Papers

As U.S. universities continue to diversify, international graduate teaching assistants (iGTAs) play a central yet understudied role in communication classrooms. Guided by the framework of Critical Communication Pedagogy (CCP), this study examines how iGTAs interpret and embody critical pedagogical principles as they navigate linguistic, cultural, and institutional expectations. Using an interpretive approach, I held a focus group discussion with seven iGTAs to explore how participants’ identities, experiences, and emotions influence their teaching practices. Five main themes emerged, including (1) interpreting CCP through identity and positionality, (2) embodying CCP through collaboration and mutual learning, (3) negotiating ethical and shared uses of …


A Guide To Human Ecology Mapping: An Approach For Understanding Human-Environment Connections, Thien-Kim Bui, Rebecca J. Mclain, David Banis, Lee Cerveny Jan 2026

A Guide To Human Ecology Mapping: An Approach For Understanding Human-Environment Connections, Thien-Kim Bui, Rebecca J. Mclain, David Banis, Lee Cerveny

Occasional Papers in Geography

Occasional Papers in Geography Publication No. 9

Places matter to people, and maps can help people and communities share why places matter. Over the past 30 years, public participation GIS (PPGIS) and other forms of human ecology mapping (HEM) have become important ways for agencies, non-governmental organizations, environmental and community advocacy groups, university researchers, and others to learn about or advocate for what matters to people about landscapes they visit, use, or love.

HEM is a method for mapping human-environment interactions and connections. This manual is intended for the planner or practitioner who is interested in using HEM to strengthen …


Annual Report Town Of Center Harbor, New Hampshire For Year Ending December 31, 2025, Center Harbor Town Representatives Jan 2026

Annual Report Town Of Center Harbor, New Hampshire For Year Ending December 31, 2025, Center Harbor Town Representatives

Center Harbor, NH Annual Reports

This is an annual report containing vital statistics for a town/city in the state of New Hampshire.


Florida Springs: From Geography To Politics And Restoration, Linh Uong Jan 2026

Florida Springs: From Geography To Politics And Restoration, Linh Uong

The Southeastern Librarian

Christopher F. Meindl

Gainesville: University Press of Florida, 2024

ISBN: 9780813079158

245 pp. $38.00 (Hbk)


Employing The Marketing Mix Framework To Increase Usage Of Academic Libraries, Chantelle Swaren Jan 2026

Employing The Marketing Mix Framework To Increase Usage Of Academic Libraries, Chantelle Swaren

The Southeastern Librarian

Academic libraries face a regular influx of new students, creating an ongoing need to increase awareness and usage. To accomplish this, many academic libraries rely on short-term outreach tactics that focus on only one element of the marketing mix: Promotion. This article introduces the complete marketing mix framework, including seven elements (7 Ps), and explains how they can be applied in academic libraries. Definitions and library-specific examples are provided for each element: Product, Price, Place, Promotion, People, Process, and Physical Proof. The integrated approach of marketing mix theory and planning can be employed by academic libraries to increase patron awareness, …


Serum Biomarker Trajectory Clusters Predict Functional Outcome And Quality Of Life For Traumatic Brain Injury, Thanh Son Do, Chantal Carnes, Zhihui Yang, Firas Kobeissy, Hamad Yadikar, Gayla R. Olbricht, Olli Tenovuo, Jussi P. Posti, Ewout W. Steyerberg, Lindsay Wilson, Nicole Von Steinbüchel, Endre Czeiter, Andras Buki, David K. Menon Jan 2026

Serum Biomarker Trajectory Clusters Predict Functional Outcome And Quality Of Life For Traumatic Brain Injury, Thanh Son Do, Chantal Carnes, Zhihui Yang, Firas Kobeissy, Hamad Yadikar, Gayla R. Olbricht, Olli Tenovuo, Jussi P. Posti, Ewout W. Steyerberg, Lindsay Wilson, Nicole Von Steinbüchel, Endre Czeiter, Andras Buki, David K. Menon

Mathematics and Statistics Faculty Research & Creative Works

Serum brain-enriched biomarkers are increasingly employed in the clinical evaluation of traumatic brain injury (TBI) to assist with triage, neuroimaging decisions, and prognostication. However, the potential of temporal biomarker trajectories to inform disease monitoring and long-term outcomes remains underexplored. We aim to identify distinct biomarker trajectory (TRAJ) profiles in traumatic brain injury patients and to examine their associations with long-term clinical outcomes. The study included 373, CT-positive Intensive Care Unit (ICU) traumatic brain injury patients (256 with initial Glasgow Coma Scale 3–12) from the Collaborative European Neurotrauma Effectiveness Research in TBI (CENTER-TBI) core study who had at least two serum …


Digital Learning For English Learners: A Selected Annotated Bibliography For English Learner Research, Policy, And Practice, Center For Equity For English Learners Jan 2026

Digital Learning For English Learners: A Selected Annotated Bibliography For English Learner Research, Policy, And Practice, Center For Equity For English Learners

Annotated Bibliographies

Digital Learning for English Learners: A Selected Annotated Bibliography for English Learner Research, Policy, and Practice is comprised of 17 annotations from recent and seminal literature regarding digital learning resources for English Learners (ELs) and Multilingual Learners (MLs). These annotations build on the annotations regarding digital learning in CEEL’s 2022 annotated bibliography, Ensuring Equity and Excellence for English Learners: An Annotated Bibliography for Research, Policy, and Practice (Center for Equity for English Learners, 2022) to include publications from 2022-2025. This selected annotated bibliography serves as a resource for researchers, policymakers, educators, and advocates who are working for equity and …


Leading The Change: Staff-Driven Ai Transformation In Smu Libraries’ Collection Team, Siew Khim Lim, Fion Goh Jan 2026

Leading The Change: Staff-Driven Ai Transformation In Smu Libraries’ Collection Team, Siew Khim Lim, Fion Goh

Research Collection Library

Why do libraries need to use AI? It is crucial for Libraries to stay relevant in this digital age by improving efficiency, access, and user experience. By adopting AI, libraries can better manage growing digital collections, provide innovative services, and ensuring they remain essential as hubs for knowledge and learning in an AIdriven world.


Evolution Of A Novel Neuronal Sex-Specifically Spliced Gene In Mosquitoes, Yael Norohasimbola Tsitohay Jan 2026

Evolution Of A Novel Neuronal Sex-Specifically Spliced Gene In Mosquitoes, Yael Norohasimbola Tsitohay

Student Theses and Dissertations

Female mosquitoes from many species require a blood meal from an animal host as a protein source for egg development and successful reproduction. The majority of mosquito species are generalists in their host preference, feeding on a range of animals including mammals, birds, and amphibians. However, a small fraction of mosquito species have evolved a preference for human hosts. These species are mainly found in the genera Aedes, Culex, and Anopheles, and they have created a global health crisis due to their ability to transmit deadly human pathogens including dengue virus, Zika virus, West Nile Virus, and …


Ancient Immune Systems: Sensing And Signaling In Bacterial-Phage Conflict, Cameron Grace Roberts Jan 2026

Ancient Immune Systems: Sensing And Signaling In Bacterial-Phage Conflict, Cameron Grace Roberts

Student Theses and Dissertations

Viruses are among the most significant selective pressures shaping the evolution of life on Earth. In the microbial world, bacteriophages (phage) are bacterial viruses and drive a continuous evolutionary arms race that has led to an extraordinary diversity of bacterial defense mechanisms [1]. These systems are thought to have provided the evolutionary foundation for numerous eukaryotic immune strategies [2]. Experimental studies have validated many of these anti-phage defense systems and revealed the mechanisms by which they disrupt phage infection [3]. Nonetheless, major gaps persist in our understanding of how bacterial immune systems recognize bacteriophage infection to trigger immunity. This dissertation …


The Influence Of Dna Methylation On Both H2a.Z Nucleosome Dynamics And The Zinc Finger And Homeoboxes Transcription Factor Family, Rochelle M. Shih Jan 2026

The Influence Of Dna Methylation On Both H2a.Z Nucleosome Dynamics And The Zinc Finger And Homeoboxes Transcription Factor Family, Rochelle M. Shih

Student Theses and Dissertations

DNA methylation represents a widespread and heritable modification that exerts substantial influence on chromatin organization and function in many eukaryotic genomes. The presence of DNA methylation has been strongly linked to transcriptional regulation, in both activating as well as repressive ways, though exactly how a small chemical mark can enact such drastic and seemingly opposing effects on gene expression remains an open question. In my thesis work, I describe the influence DNA methylation has on two classes of chromatin proteins, the histone variant H2A.Z and the Zinc Finger and Homeoboxes (ZHX) family of transcription factors. DNA methylation and H2A.Z preferentially …


The Reinnervation Of Sensory Hair Cells Following Lesion Of The Lateral Line Cranial Nerve, Rohan S. Roy Jan 2026

The Reinnervation Of Sensory Hair Cells Following Lesion Of The Lateral Line Cranial Nerve, Rohan S. Roy

Student Theses and Dissertations

Loss of hearing is a prevalent sensory pathology in the United States and worldwide. A significant proportion of deafness is attributed to sensorineural hearing loss, which often involves damage and retraction of the nerve fibers that relay auditory information between the mechanosensitive hair cells of the inner ear and the brain. The restoration of physiologic hearing would require the regeneration of nerve fibers back into the sensory epithelium of the cochlea, followed by the reinnervation of appropriate hair cell targets. Nerve regeneration studies in humans and other mammalian models are lacking due to the limited accessibility of the inner ear. …


Investigations Into Why Human (But Not Mouse) Ku70/80 Is Essential Reveal A Role For Human Ku70/80 In Ribosome Biogenesis, George Zakusilo Jan 2026

Investigations Into Why Human (But Not Mouse) Ku70/80 Is Essential Reveal A Role For Human Ku70/80 In Ribosome Biogenesis, George Zakusilo

Student Theses and Dissertations

The requirement of Ku70/80 for ribosome biogenesis in higher primates explains otherwise perplexing essential nature of this double-strand break (DSB) repair factor. We have ruled out telomere protection or DSB repair as the essential function ofKu70/80. Instead, unbiased genome-wide analyses pointed to a role in ribosome biogenesis. Human Ku70/80, but not mouse Ku70/80 is enriched in the nucleolus at the Dense Fibrillar Component (DFC) periphery, likely via co-evolved protein-protein interactions with nucleolar factors. Consistent with its localization in the nucleolus, human Ku70/80 null cells exhibit ribosomal RNA (rRNA) processing defect and consequent shutdown of protein synthesis offer a direct explanation …


Influence Of The Solar Cycle And Interplanetary Shocks On Turbulence At 1 Au, Sujan Prasad Gautam Jan 2026

Influence Of The Solar Cycle And Interplanetary Shocks On Turbulence At 1 Au, Sujan Prasad Gautam

Dissertations

This thesis studies the effect of the solar cycle and interplanetary shocks on turbulent fluctuations at 1 AU. We examine the solar cycle dependence of turbulence cascade rates corresponding to the total turbulence energy using the methodology developed by Adhikari et al. that utilizes a Kolmogorov phenomenology. Turbulence cascade rates are derived using 25 years (1995–2020) of Wind spacecraft plasma and magnetic-field observations. We find that the total turbulence energy cascade rate changes with the solar cycle, such that the cascade rate is largest during solar maximum and smallest during solar minimum. It is positively correlated with the solar wind …


Comparative Visions For U.S. Group-Based Asylum Proposal, Lauren N. Hughes Jan 2026

Comparative Visions For U.S. Group-Based Asylum Proposal, Lauren N. Hughes

Scholarly Articles

Images of asylum seekers and migrants desperate to enter the United States at the southern border abound in U.S. media. Less familiar to the American public, but intertwined with the highly politicized modern migration crisis, is the ever-growing backlog of pending asylum applications before both the Asylum Office and Immigration Courts. This backlog has many causes, including underresourced agencies, a growing number of asylum applicants, the high evidentiary burden and complexities inherent to asylum law, and the lack of counsel for many asylum seekers. In response to this crippling backlog, some scholars propose the adoption of a “group-based” asylum mechanism. …


The Complexities Of The Bilingual Advantage, Melisa Sierra Jan 2026

The Complexities Of The Bilingual Advantage, Melisa Sierra

Behavioral Neuroscience Honors Papers

The bilingual advantage hypothesis, which proposes an enhancement of executive functions in bilinguals, remains heavily debated with inconsistent findings across studies. This study investigated working memory performance in bilingual and monolingual young adults using a modified n-back task with an interruption while recording EEG activity. Participants completed 1-back, 2-back, and 3-back conditions across the pre-interruption phase and a post-break 2-back condition. Behavioral measures (accuracy and response times) were analyzed alongside ERP, focusing on P300 and sustained activity components, were analyzed. Results showed a decrease in accuracy as task difficulty increased from 1-back to 3-back, indicating the expected effects of higher …