Digital Commons Network^™

Digital Learning And Digital Literacy: Conceptual Distinctions, Theoretical Frameworks, And Educational Implications Across The Educational Continuum, Simone Elias, Linda Wilson-Jones, Richard Brutti

Journal of Research Initiatives

The terms digital learning and digital literacy recur frequently in educational policy and institutional discourse. Yet peer-reviewed scholarship shows they are conceptually distinct constructs operating at fundamentally different levels of analysis. This article examines the theoretical foundations, definitional genealogies, empirical interdependencies, and grade-band and postsecondary manifestations of both constructs across the full educational continuum, from kindergarten through Grade 12 and into undergraduate, graduate, and doctoral education. Drawing on literature across leading educational technology journals, the article argues that digital learning constitutes a pedagogical modality, the structured, technology-mediated environment through which instruction is delivered.

In contrast, digital literacy is a multidimensional …

Human-Centered Ai Governance In K–12 Education: A Qualitative Content Analysis Of Policy Gaps In Massachusetts School Districts, Simone Elias, Noran Moffett, Jeremy Womack, Richard Brutti

Journal of Research Initiatives

Artificial intelligence (AI) and generative AI tools have rapidly permeated K–12 education, outpacing governance structures and raising urgent concerns about equity, student data privacy, and academic integrity (Eutsler et al., 2026; OECD, 2023). Although a growing body of scholarship proposes multi-level AI governance models for education, empirical evidence on implementing these frameworks at the district policy level remains limited. This article contributes to the field by first synthesizing and adapting a K–12 AI governance framework based on peer-reviewed and policy literature, structured around macro-meso-micro levels and six pillars: ethical and equity-centered use, data governance and privacy, teaching and academic integrity, …

Biosensor Development In East Africa: A Systematic Review Of Technologies, Applications, Challenges, And Future Directions, Ally Mahadhy

Tanzania Journal of Science

Biosensors integrate biological recognition elements with signal transduction systems to generate quantitative or semi-quantitative analytical information and have applications across healthcare, food safety, agriculture, environmental monitoring, and wildlife health. Despite substantial global advances, biosensor development in East Africa remains poorly characterized. This systematic review, conducted according to PRISMA 2020 guidelines, evaluated published evidence from 1995 to 2025 within a predefined East African Community geographical scope. Eligibility was based on IUPAC-aligned operational criteria requiring an integrated biological recognition element, transduction mechanism, and quantitative or semi-quantitative signal output. Three locally developed biosensors met the criteria: an electrochemical nano-biosensor for schistosomiasis diagnosis in …

A Review Of Trade Policies And Wild Meat Consumption Patterns In Tanzania, Steven Temu, Cuthbert Nahonyo, Venance Mutayoba, Flora Magige, Paulo Wilfred

Tanzania Journal of Science

Wild meat, commonly referred to as bushmeat or game meat, plays a significant role in Tanzania's socio-economic and cultural systems, particularly for communities adjacent to protected areas where it contributes to food security, household income, and cultural practices. Despite over 30% of Tanzania's land being under protection, the country faces persistent challenges of unsustainable and illegal wildlife offtake. This review synthesizes trade policies and patterns in bushmeat hunting, consumption, and trade in Tanzania, and evaluates the effectiveness of existing regulatory frameworks. We conducted a structured, keyword-driven literature search covering 2000-2025 using Scopus, ScienceDirect, Web of Science, Google Scholar, and official …

Effect Of Acid Pretreatment On The Adsorption Of Phenol Red By Cellulose Isolated From Sandbox (Hura Crepitans L.): Kinetics, Isotherms And Thermodynamics, Muibat O. Alabi-Abass, Najeem A. Adesola Babarinde, Adeola A. Ibikunle, Nurudeen O. Sanyaolu

Tanzania Journal of Science

The removal of synthetic dyes from wastewater remains an urgent environmental concern due to their persistence and toxicity. This study evaluates cellulose from Hura crepitans (HC) and its acid-modified form (AHC) for the adsorption of phenol red (PR) dye from aqueous solutions. The adsorbents were characterized using FTIR to identify functional groups responsible for dye binding, XRD to determine the crystalline structure, SEM to examine surface morphology, and BET/BJH analyses to measure surface area and pore distribution. Acid modification enhanced surface roughness, porosity, and the abundance of active functional sites, leading to improved adsorption efficiency. Optimal conditions were pH 9.0 …

Reframing Dissertation Committee Practice: A Student-Centered Conceptual Framework For Doctoral Education, Roberto Victor Rodríguez Rivera

Journal of Research Initiatives

Dissertation committees play a key role in shaping the direction, pace, and outcomes of doctoral study, but their function as a unified structure for guidance and judgment is not well understood. Although research covers supervision, examiner feedback, ethics, power, and dissertation examination, these topics are often studied separately. This article brings together both foundational and recent research to rethink dissertation committees as academic structures that adapt their support, oversight, ethical practices, and evaluation throughout the dissertation process. The article makes three main contributions: it clarifies how committee practice is conceptually fragmented, reviews research on supervision, feedback, ethics, and examination, and …

Awareness Of Digital Footprints And Its Implications For The Ethical Cyber Behavior Of Undergraduate Library And Information Science Students In Kwara State, Nigeria, Aderinola Ololade Dunmade, Akinade Adebowale Adewojo, Abdulwahab Olanrewaju Issa

Journal of Research Initiatives

This study examined the awareness of digital footprints and its implications for the ethical cyber behavior of undergraduate Library and Information Science (LIS) students in Kwara State, Nigeria. The study used a qualitative design and conducted semi-structured Zoom interviews with nine final-year LIS students from three universities representing federal, state, and private ownership in the state. Researchers purposively selected participants based on inclusion criteria, then transcribed and interpreted the interviews using reflexive thematic analysis, viewed through the lens of communication privacy management. The findings indicate that the students shared a broad familiarity with the idea of a digital footprint and …

Dari Penafsiran Ke Konstruksi Konstitusi: Evolusi Putusan Mahkamah Konstitusi Tentang Keserentakan Pemilihan Umum, Khairul Fahmi, Desip Trinanda

Jurnal Hukum & Pembangunan

Abstract

The Constitutional Court's decisions regarding election simultaneity demonstrate a highly progressive development in constitutional reasoning. The Constitutional Court has issued at least three decisions related to the election simultaneity model: Decision Number 14/PUU-XI/2013, Decision Number 55/PUU-XVII/2019, and Decision Number 135/PUU-XXII/2024. So far, studies of these decisions have tended to be placed within the framework of constitutional interpretation. However, the Constitutional Court's stance in Decision Number 135/PUU-XXII/2024 goes beyond merely interpreting the constitution to also construct a constitutional provision on election simultaneity by separating national and local elections. Therefore, the focus of this article is the shift in the Constitutional …

From Silos To Systems In Higher Education: Doctoral Students’ Conceptualizations Of Faculty And Staff Collaboration In Academic Planning, Linda Wilson-Jones, Simone Elias

Journal of Research Initiatives

Collaboration is increasingly recognized as central to student success and institutional effectiveness in higher education. This qualitative study investigates doctoral students’ conceptualizations of faculty and staff collaboration in academic planning. Data were collected from 22 written responses in a doctoral-level program course. Through reflexive thematic analysis (Braun & Clarke, 2006, 2021), five interrelated themes emerged: (1) holistic student support, (2) shared institutional vision and goal alignment, (3) complementary expertise and role interdependence, (4) communication as quality assurance, and (5) collaborative culture as an institutional asset. The findings indicate that collaboration functions as organizational infrastructure that aligns academic and administrative systems …

Grit, Mindset, And Academic Outcomes Among Nontraditional Online College Students, David W. Franklin, Heidi L. Andrade, Jason Bryer, Angela M. Lui

Journal of Research Initiatives

Grit and mindset have gained prominence in educational discourse; however, empirical evidence suggests they predict student success only minimally. Existing research on grit and mindset has several gaps, including insufficient focus on retention, online learners, and nontraditional student populations. The present study examines the relationships between grit, mindset, and academic outcomes among two samples of nontraditional students enrolled in online colleges. Utilizing survey data from the Diagnostic Assessment and Achievement of College Skills (DAACS) project, the study analyzes responses from 9,276 predominantly nontraditional undergraduate students at two online institutions in the United States. Findings reveal that although grit, its two …

Bridging Policy And Practice: Leadership Strategies And Certification Reforms To Enhance Teacher Recruitment And K–6 Literacy In Alabama, Sherry Jackson

Journal of Research Initiatives

This literature review explores the intersection of teacher certification reform, district and state-level leadership, and early literacy outcomes in Alabama. It critically examines the shift toward competency-based certification models under the Alabama Literacy Act, highlighting both the promise and challenges of balancing rigor with equitable access to the teaching profession. The paper synthesizes research on leadership-driven strategies, such as mentorship programs, Grow Your Own pipelines, and financial incentives, that support teacher recruitment and retention, particularly in high-need districts. It also evaluates the role of state accountability systems and collaborative partnerships in sustaining reform implementation. While current reforms show potential for …

Language For Learning: Examining Teacher Language In Reading Instruction, Madeleine Mejia, Amber Bechard

Journal of Research Initiatives

Teacher language plays a key role in literacy instruction because it shows what educators notice about students’ reading, how they interpret performance, and what they see as important for learning. However, common instructional phrases can sometimes reflect assumptions about what students know or can do or miss important parts of reading development. This article looks at teacher language as a way to reflect on these assumptions, especially when teaching students with dyslexia or those who are bilingual or multilingual. Using research on literacy development, teacher knowledge, classroom talk, and humanizing teaching, the article introduces the Language for Learning Tool. This …

Lecturer-To-Lecturer Learning Model For Artificial Intelligence Adoption In African Universities: Opportunities And Challenges, Vincent C. Asogwa

Journal of Research Initiatives

Although artificial intelligence (AI) can transform teaching, research, and administrative processes, many African universities, including those in Eswatini and Nigeria, face challenges in implementing AI effectively because of inadequate infrastructure, lecturer skill gaps, and financial constraints. This study examines the opportunities and challenges associated with adopting the Lecturer-to-Lecturer Learning Model for AI in African universities. Grounded in social constructivism, the model emphasizes knowledge sharing through social interactions, which is particularly relevant in contexts where external resources are limited. The study employs content analysis of secondary data sources, including academic literature, institutional reports, and case studies on AI adoption in higher …

Confidence Intervals As A Quantcrit Method: Reframing Longitudinal Educational Data Through Estimation, Uncertainty, And Within-Group Analysis, Jamaal Young, Jemimah Young, Kristian Edosomwan

Journal of Research Initiatives

Quantitative Critical Race Theory (QuantCrit) calls researchers to reconsider not only what quantitative analyses report, but also how analytic choices reproduce or disrupt racialized ways of knowing. This methods-focused article develops confidence interval analysis as a practical statistical strategy within a QuantCrit methodological framework. Confidence intervals are not inherently critical or anti-racist. Their value for QuantCrit emerges from how researchers use estimation, uncertainty, comparison, visualization, and interpretation. We demonstrate this approach with National Assessment of Educational Progress (NAEP) Long-Term Trend mathematics data for Black students ages 9, 13, and 17 from 1978 to 2012. Rather than treating White performance as …

Removing Barringer: University Renaming Governance, Campus Racial Climate, And The Limits Of Symbolic Reform, Charletta H. Barringer-Brown, Daniel N. Brown

Journal of Research Initiatives

University renaming is often seen as either a necessary moral correction or a less significant symbolic reform. This article examines renaming as a matter of higher education governance. It analyzes the removal of Paul Brandon Barringer’s name from honorific spaces at the University of Virginia and Virginia Tech through a qualitative documentary comparative case study. A contextual policy scan of the University of Richmond, the University of North Carolina at Chapel Hill, and Oregon State University situates the two primary cases within a wider field of naming-governance design. Guided by critical toponymy, institutional theory, policy-decoupling scholarship, organizational-routines theory, and campus-racial-climate …

Brilliance Beyond The Margins: Centering The Voice And Experiences Of A Black Pre-Service Teacher, Samantha L. Strachan

Journal of Research Initiatives

As school districts across the United States work to increase teacher diversity, Black students in teacher preparation programs often face major challenges that can make it hard to complete their training and become teachers. The ongoing loss of Black educators highlights the need to better understand their stories and perspectives, especially those of Black pre-service teachers. This qualitative case study focuses on the experiences of a high-achieving Black female pre-service teacher, “Julia,” and follows her journey through teacher preparation. By sharing her story, the study looks at how Black pre-service teachers like Julia find ways to continue and succeed in …

Living Between Lines: A Conceptual Paper For An Empirical Study Exploring The Impact Of Gendered Racial Socialization On Black Women In Emerging Adulthood, Danielle C. Hickman

Journal of Research Initiatives

Abstract

Black women in emerging adulthood (ages 18–29) navigate the intersection of racial and gender socialization processes that are largely absent from mainstream developmental and psychological research. Existing scholarship often examines race and gender separately, thereby overlooking the compounded psychological effects experienced by Black emerging adult women (BEAW) as they negotiate cultural scripts such as the Strong Black Woman and Angry Black Woman. This conceptual paper outlines a research framework for an empirical study examining the relationship between gendered-racial socialization and psychological well-being among BEAW, and the extent to which cultural scripts moderate this relationship. Grounded in an integrated theoretical …

Oral History As A Tool For First-Year Student Success, Justin Willis, Saul Araujo

Journal of Research Initiatives

First-year college students often face significant challenges as they transition into higher education, particularly when balancing academic responsibilities with employment. Many students work out of financial necessity, which can increase stress, limit campus engagement, and negatively affect academic performance and well-being. This qualitative case study explores how oral history methods can support first-year college students as they adjust to the demands of balancing education and work. Guided by Tinto’s Model of Student Retention and Kolb’s Experiential Learning Theory, the study examines how firsthand narratives from individuals who have navigated similar challenges can foster reflection, resilience, and practical skill development. The …

Documents From The September 30, 2026 Meeting Of The Associated Students Of The University Of Montana (Asum), University Of Montana--Missoula. Associated Students

Senate Meeting Agendas and Minutes, 2007-Present

Agenda and meeting minutes from the September 30, 2026 meeting of the Associated Students of the University of Montana (ASUM). The following resolution was discussed during the meeting:

SB02-26/27: Resolution Revising Article ll Section 2 of the ASUM Bylaws

Editorial Note: Navigating Institutional Complexity Across State, Civil, And Market Sectors, Muhammad Ramaditya, Rijal Ramdhani

BISNIS & BIROKRASI: Jurnal Ilmu Administrasi dan Organisasi

No abstract provided.

Dynamic Forecasting Of Sovereign Wealth Fund Effects On State-Owned Firm Stocks Using Hybrid Arima–Garch Models, Ananta Hagabean Nasution, Teguh Yudo Wicaksono, Donny Oktavian Syah, Randhy Nugroho

BISNIS & BIROKRASI: Jurnal Ilmu Administrasi dan Organisasi

This study examines the forecasting dynamics of Indonesia's Sovereign Wealth Fund, DANANTARA, on the BUMN-20 Index using a hybrid ARIMA-GARCH model. The establishment of DANANTARA in February 2025 generated mixed reactions among capital market participants, with the Indonesian Stock Exchange suspended trading after share prices declined by more than five percent. Using daily time-series data from June 2018 to August 2026, this study employs a hybrid ARIMA(1,1,3)-GARCH(1,1) framework processed through E-Views 12. The results indicate that the BUMN-20 Index is predominantly driven by broader market movements, as evidenced by the highly significant IHSG return coefficient (β =1.237, p < 0.001). In the mean equation, the DANANTARA announcement and launch events do not produce statistically significant shifts in average returns. However, in the variance equation, the announcement significantly elevated conditional volatility (γ = 0.025, p = 0.009), suggesting heightened market uncertainty. The volatility persistence measure (α + β = 0.952) indicates that shocks to the BUMN-20 Index decay slowly, with a half-life of approximately 14 trading days. The forecasting results suggest a gradually declining trajectory for the index, though this does not imply a causal relationship with DANANTARA. These findings contribute to the literature by demonstrating that the primary channel through which a nascent SWF affects domestic equity markets is volatility rather than returns. The policy implications highlight the importance of for transparent governance and consistent communication in mitigating market uncertainty surrounding DANANTARA's operations.

Leadership And Integrated Governance: New Recipe To Transforming Institutional Capacity For Sustainable Village-Owned Enterprises (Bum Desa), Amni Zarkasyi Rahman, Satria Aji Imawan, Prihantoro Prihantoro, Dyah Lituhayu, Ika Riswanti Putranti

BISNIS & BIROKRASI: Jurnal Ilmu Administrasi dan Organisasi

This study aims to investigate the interaction between integrated leadership and governance in strengthening the institutional capacity and resilience of Village-Owned Enterprises (BUM Desa). It addresses the academic gap where leadership and governance are rarely explored as an integrated framework for rural economic transformation. Using a qualitative case study approach, the research compares two contrasting models: BUM Desa Tirta Mandiri, which utilizes a hierarchical governance structure, and BUM Desa Puspa Jagad, which employs an egalitarian, community-based approach. Data were gathered through in-depth interviews with key stakeholders and a comprehensive analysis of internal policy documents. The results reveal that integrated governance …

Transfer Pricing Dispute Resolution: How Feasible Is The Implementation Of Safe Harbors In Indonesia?, Daniel Edgar Hirasma Saragi, Antonius Ragil Kuncoro

BISNIS & BIROKRASI: Jurnal Ilmu Administrasi dan Organisasi

This study aims to explore the feasibility of implementing safe harbors in transfer pricing regulations in Indonesia. Safe harbors are alternative tax policies for taxpayers on specific transactions, which can exempt them from general provisions if meets certain specific regulations set by the tax authority (United Nations, 2017). Using a qualitative methodology, this study explores data from various literature and the results of interviews with experts in the field of transfer pricing. Moreover, this research utilizes interpretative paradigm, inductive approach, and descriptive study. With the help of NVIVO software, the researcher conducted a thematic analysis of the data obtained. This …

The Importance Of Community-Based Teaching, Casper Jonker, Abdulaziz Alawadhi, Guy Lambourn, Zoe Brookes, Marina Bozic, James Puryer

Peninsula Dental School

‘Dental deserts’ present clear challenges, but can they also offer unique opportunities for dental education and patient care?

Strategies Small Business Leaders Use To Reduce Employee Absenteeism And Improve Productivity, Dawn Eugenia Simington

Walden Dissertations and Doctoral Studies

Failure to reduce employee absenteeism remains a significant concern for small business leaders. Without clear and actionable strategies, these leaders may struggle to avoid decreased revenue. Grounded in the resource-based view (RBV) theory, the purpose of this qualitative pragmatic inquiry project was to identify and explore effective strategies small business leaders use to reduce employee absenteeism to avoid decreased revenue. Participants included seven small business leaders located in the Southern United States who had used effective strategies to reduce employee absenteeism to avoid decreased revenue. Data were collected from semistructured interviews and publicly available documentation. Three themes emerged from thematic …

A Neutrosophic Memory-Integrity Calculus For Contradiction-Preserving Persistent Ai Agents, Rana Muhammad Zulqarnain, Saalam Ali

Neutrosophic Systems with Applications

Persistent AI agents increasingly convert interaction histories into long-lived memory, making memory transformation not retrieval alone—a central reliability problem. NMIC (Neutrosophic Memory-Integrity Calculus) formalizes the integrity of write, merge, consolidation, revision, and retrieval operations over persistent memory. Each proposition is represented through an evidence ledger carrying independent truth, indeterminacy, and falsity degrees together with reliability, provenance, temporal validity, contextual applicability, and inter-evidence dependence. A dependence-normalized hazard aggregation preserves simultaneous support and opposition while making the resulting state invariant to exact evidence duplication. Pure consolidation is governed by five integrity conditions: no support invention, no opposition invention, no manufactured certainty, contradiction …

A Data-Driven Neutrosophic Multi-Criteria Intelligent System For Functional Disability Severity Assessment, Ehab Abdel Aziz Al-Beblawi, Mirna Samy, Abduallah Gamal

Neutrosophic Systems with Applications

Functional disability assessment is a multidimensional problem because individuals may experience different levels of difficulty across daily activities such as walking, standing, dressing, eating, grasping objects, and social participation. This paper proposes NIFDA, a data-driven neutrosophic multi-criteria intelligent system for functional disability severity assessment. The proposed framework represents each functional response through three components: confirmed limitation, indeterminacy, and preserved functional ability. This allows the model to handle valid responses, uncertain information, and missing or non-informative data without forcing them into a single crisp score. To reduce dependence on subjective expert weighting, NIFDA derives criterion weights objectively using a hybrid CRITIC–MEREC …

Gagasan Kode Etik Untuk Mantan Hakim Konstitusi: Perbandingan Dengan Federal Constitutional Court Jerman, Ryan Muthiara Wasti, Fitra Arsil, Aidul Fitriciada Azhari, Fatmawati Fatmawati

Jurnal Hukum & Pembangunan

One aspect of evaluating the Constitutional Court, which has been in existence since 2003, is the issue of ethical compliance. Although a code of ethics for constitutional judges currently exists, it applies only to sitting constitutional judges. In reality, however, many former constitutional judges frequently act as parties in cases heard by the Constitutional Court. The author found that there are still former Constitutional Court judges who have served as parties—either as principals or as legal representatives. Although there is no explicit prohibition, the involvement of former constitutional judges in case proceedings raises the potential for conflicts of interest and …

Neutrosophic Indeterminacy-Transport Kolmogorov-Arnold Networks For Structured Uncertainty, Hafiz Muhammd Bilal, Kiran Naz, Anjum Ijaz

Neutrosophic Systems with Applications

Kolmogorov-Arnold Networks (KANs) replace fixed node activations with learnable univariate edge functions, but standard KAN inference treats two equal-valued features identically even when one is accompanied by an explicit quality warning. NIT-KAN introduces a neutrosophic indeterminacy-transport mechanism for this setting. Each node carries an indeterminacy state in [0, 1]; a monotone gate g(I)=⁽1-I)^α attenuates uncertain evidence on the predictive path, while a sensitivity-weighted transport rule carries indeterminacy through the underlying KAN computation. A terminal audit maps signed evidence to truth-support, falsity-support, and conflict-augmented indeterminacy without interpreting these quantities as class probabilities. We …

Neutrokoopman: Channel-Preserving Koopman Spectral Analysis Of Nonlinear Dynamics With Truth, Indeterminacy, And Falsity Evidence, Ahmed Samy, Mohamed M. Abdelhafeez, K Venkatachalam, Mohamed Abouhawwash

Neutrosophic Systems with Applications

Modern dynamical systems increasingly operate with evidence that is not merely noisy but incomplete, contradictory, or only partially trustworthy. Conventional Koopman methods represent nonlinear dynamics through linear evolution of observables, while robust and adaptive variants address parameter and model uncertainty. They do not, however, preserve the semantic distinction between support, indeterminacy, and counter-support when those conditions are compressed into a single uncertainty variable. This paper develops NeutroKoopman, a channel-preserving Koopman framework in which the physical state is augmented by a single-valued neutrosophic evidence state ν_t = ( T_t,I_t,F_t ). Deterministic and Markovian formulations are …