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Full-Text Articles in Entire DC Network
Perceptions Of Healthcare Access Barriers Among Eritrean, Sudanese, And Somali Refugees And Asylum Seekers In Cairo., Ayan Musa Mohamed
Perceptions Of Healthcare Access Barriers Among Eritrean, Sudanese, And Somali Refugees And Asylum Seekers In Cairo., Ayan Musa Mohamed
Theses and Dissertations
As the world witnesses an increase in different displacements of individuals for various reasons, ranging from wars, civil conflicts, human rights violations, and natural disasters, refugees and asylum seekers, who are among those forcibly displaced, continue to face challenges in access to health care services in host countries. The topic of barriers to health care has been widely researched, with a large body of literature on refugees' interactions with health care systems. However, there is limited literature on the perceptions of Eritrean, Sudanese, and Somali refugees and asylum seekers' experience with healthcare access in host countries. Therefore, this thesis aims …
Scalable And Fault-Tolerant Network Architectures For Real-Time Video Transmission In Industrial Networked Control Systems, Moustafa Awad
Scalable And Fault-Tolerant Network Architectures For Real-Time Video Transmission In Industrial Networked Control Systems, Moustafa Awad
Theses and Dissertations
This thesis addresses the challenge of transporting supervisory video alongside time-critical control traffic in industrial Networked Control Systems (NCS) without violating stringent real-time constraints. A simple yet scalable network architecture is developed and evaluated for a plant-level deployment comprising three interconnected workcells with sensors, controllers, actuators, and cameras. The design explicitly accommodates bandwidth-intensive video streams while preserving the responsiveness of watchdog/control traffic. Analytical delay modeling decomposes end-to-end latency into transmission, propagation, processing, and queuing components, and Riverbed-based simulations are used to validate the model under realistic mixed-traffic conditions. A traffic-engineering strategy - phase-shifting supervisory camera transmissions - effectively desynchronizes frame …
Assessing Knowledge, Attitudes, And Practices (Kap) Towards The One Health Approach In Governmental Officers In Egypt, Nour Elsersawy
Assessing Knowledge, Attitudes, And Practices (Kap) Towards The One Health Approach In Governmental Officers In Egypt, Nour Elsersawy
Theses and Dissertations
Background: the one health (OH) approach emphasizes the interconnectedness among human, animal, and environmental health and requires multisectoral collaboration to address complex health challenges. Egypt faces significant threats at the human-animal-environment interface, including endemic and emerging zoonotic diseases, antimicrobial resistance (AMR), food safety challenges, and vector-borne diseases. Despite established coordination mechanisms and the launch of the One Health National strategic framework (2023-2027) of Egypt, the extent to which oh principles are understood, embraced, and practiced by governmental officers responsible for implementation remains incompletely understood. Objectives: this study assessed and evaluated the knowledge, attitudes, and practices (KAP) regarding the one health …
Nlp-Based Comparative Assessment Of Clauses Quantifying Risk Transfer In Construction Contracts, Hoda M. Elshamy
Nlp-Based Comparative Assessment Of Clauses Quantifying Risk Transfer In Construction Contracts, Hoda M. Elshamy
Theses and Dissertations
Employers in the construction industry mostly deviate from standard contract forms such as FIDIC and NEC, by introducing alterations to the contract conditions that shift a great portion of risks from the client to the contractor. Originally, these risks were distributed more equitably between all contracting parties in the standards forms. The imbalances in the contractual conditions create fertile ground for conflicts, and if not resolved, will escalate to disputes during the project execution phase, leading to significant cost overruns and time delays. The contractors, therefore, attempt to restore the original balance through making amendments to the communicated contract, through …
Proposed Modifications To The Egyptian Concrete Code Based On A Comprehensive Sustainability Assessment Of Portland Cement Alternatives For Climate Change Mitigation, Yasmin Elhakim
Theses and Dissertations
Climate change is a major challenge facing planet earth today. This phenomenon is foreseen to continue to represent a major concern for decades to come. The construction industry is one of the most polluting sectors worldwide and is considered one of the top greenhouse gas emitters. Egypt, in particular, is one of the most vulnerable countries to the adverse effects of climate change. The construction sector plays a major role in Egypt’s economy, contributing significantly to the national GDP, yet it also represents one of the country’s largest greenhouse gas emitters. However, the Egyptian Concrete Code does not enforce the …
Political Party Leaders’ Branding: The Case Of The Uk Conservative & Labour Parties, Dania Akkawi
Political Party Leaders’ Branding: The Case Of The Uk Conservative & Labour Parties, Dania Akkawi
Theses and Dissertations
Political party branding has become increasingly shaped by digital communication, particularly through social media platforms where voters actively engage with political leaders and one another. This thesis studies “Political Party Branding: The Case of the UK Conservative & Labour Parties”, focusing specifically on the interconnections between Stakeholder Theory and Emotional Branding Theory on voter opinion and voter interest, during the 2024 UK general election. Through a comparative analysis of Rishi Sunak (Conservative Party) and Keir Starmer (Labour Party), the study tests theoretical propositions drawn from the theories to assess how visibility and emotional intensity shape voter opinion and interest. Using …
Navigating Radical Indeterminacy In The Struggle For A Global Collective Consciousness: The Question Of Eco-Justice And Law Or Universalize The Pluriverse: A Manifesto, More Or Less, Omar Auf
Theses and Dissertations
The processes of interpretation, communication, and re-interpretation leads to the emergence of an approximated collective consciousness, for which it may be struggled and contested by hegemonic. The dominant forces of this contest, capitalism and nationalism, lead to an interdivided world: one that possesses the tools to empathize with each other but is instead leading people to keep their heads down and focus on surviving their own contexts, perceived as existing within different historical times on the same timeline. This leads to legal and justice systems that fail their claim to universality and/or impartiality. Incorporating an ecological lens to justice within …
Law And The (Re)Production Of Class Hierarchies In Egypt, Ahmad Abdelnaby
Law And The (Re)Production Of Class Hierarchies In Egypt, Ahmad Abdelnaby
Theses and Dissertations
This thesis investigates how Egypt’s legal system, structurally tilted toward the elite and constitutive of inequality, has interacted with the country’s entrenched culture of class-based discrimination to produce a legal culture uniquely comfortable with hierarchy. It contends that class-based discrimination in Egypt has evolved from a social prejudice into a juridical condition, one in which the law does not merely mirror inequality but actively constructs and rationalizes it. By examining the intersection between legal structure and Egypt’s entrenched moral order of class-based discrimination, the study reveals a legal culture that no longer hides its hierarchies behind the veil of neutrality …
Lived Experiences Of Limited Sexual And Reproductive Health Education Among Egyptian Women, Nada Abdelhamid
Lived Experiences Of Limited Sexual And Reproductive Health Education Among Egyptian Women, Nada Abdelhamid
Theses and Dissertations
In Egypt, sexual and reproductive health (SRH) education remains largely absent from national education and youth policy frameworks, reflecting a broader governance gap at the intersection of education, health, and gender policy. This qualitative study explores how the lack of formal sexuality education shapes women’s knowledge, perceptions, and sexual and reproductive experiences across the life course, drawing on in-depth interviews with twelve Egyptian women from diverse marital backgrounds. The findings point to persistent gaps in basic SRH knowledge, early exposure to shame and stigma, and reliance on informal and often unreliable sources of information, which participants linked to fear of …
Egyptian Feminist Critiques Of Neoliberalism, Asmaa Elmalky
Egyptian Feminist Critiques Of Neoliberalism, Asmaa Elmalky
Theses and Dissertations
This research examines Egyptian feminist critiques of neoliberal economic policies through a Third World feminist and feminist political economy framework. It argues that neoliberalism in Egypt has produced controlling power dynamics through restructuring labor markets, social reproduction, and legal systems in ways that disproportionately impoverish women, particularly working-class women. The research maps diverse feminist engagements with neoliberal reforms, including structural adjustment programs, privatization, labor reduction, and legal liberalization. These critiques were influenced by the debates between Third World and transnational feminism, the thesis emphasizes the importance of national specific analysis in understanding how global neoliberal policies are mediated through national …
The Indeterminacy Of Customary International Law, Mohamed Diaa Tawfik
The Indeterminacy Of Customary International Law, Mohamed Diaa Tawfik
Theses and Dissertations
This thesis explores the judicial formation of customary international law and examines how international courts oscillate between interpretive and law-making functions. It analyzes key theoretical frameworks—including Kelsen’s Pure Theory of Law, Dworkin’s Law as Integrity, Kennedy’s radical indeterminacy, and Koskenniemi’s Descending-Ascending Approach—to understand how courts assert and shape customary norms beyond mere state practice and opinio juris. The work concludes that the International Court of Justice and other tribunals increasingly act as de facto lawmakers under the guise of interpretation, advocating the indeterminacy they try to avoid.
The Role Of Formal And Informal Institutions In Shaping The Challenges Faced By Social Entrepreneurs: A Cross-Country Analysis Between Egypt And Tunisia, Mirna Magdy Saleh
The Role Of Formal And Informal Institutions In Shaping The Challenges Faced By Social Entrepreneurs: A Cross-Country Analysis Between Egypt And Tunisia, Mirna Magdy Saleh
Theses and Dissertations
This study explores how formal and informal institutional contexts influence social entrepreneurs in Egypt and Tunisia; Tunisia is characterized by legal recognition and a framework governing social enterprises, whereas Egypt does not have a legal framework. Both countries are characterized by prolonged political uncertainty and high levels of informality. Utilizing Institutional theory as the main conceptual framework, the study explores how different contextual factors shape the challenges and opportunities faced by social entrepreneurs. Drawing on qualitative data from founders of social enterprises and experts in the field from both countries, this research aims to identify how institutional regulatory voids, normative …
Refugees In Egypt: State Framing, Ministerial Narratives, And The Politics Of Representation On Social Media, Habiba Kohail
Refugees In Egypt: State Framing, Ministerial Narratives, And The Politics Of Representation On Social Media, Habiba Kohail
Theses and Dissertations
This study examines Egyptian government discourse on refugees in 2024, a year characterized by heightened regional displacement and the enactment of Egypt’s first Asylum Law (Law No. 164 of
2024). Using a multidisciplinary framework that combines framing analysis with van Dijk's socio-cognitive approach, the study systemically analyzes how the government construct refugees on social
media and sets the boundaries of their inclusion in Egypt.
The thesis analyzes the Egyptian government discourse on refugees across official social media platforms from January 1, 2024, to December 31, 2024, a period that witnessed an increase in the government engagement in the refugee issue …
The Mind Has A Firewall: An Attempt To Preserve Human Mind Integrity., Sayed G. Batran
The Mind Has A Firewall: An Attempt To Preserve Human Mind Integrity., Sayed G. Batran
Theses and Dissertations
This thesis argues for the recognition of mind integrity as a distinct human right. It contends that existing protections, such as bodily integrity, privacy, and freedom of thought, are no longer sufficient to shield an individual’s mental domain from new forms of external interference enabled by neurotechnology, artificial intelligence, and pervasive data-driven systems. Mind integrity is defined as the right to govern one’s own mental life—to form, revise, and hold thoughts, beliefs, and desires based on reasons one endorses—free from significant, non-consensual interference or manipulation, regardless of the method used. The thesis first identifies concrete risks and regulatory vacuums by …
Two Decades Since Cms V. Argentina: Concession Contracts, Necessity Doctrine, And The Imf’S Impact On Sovereign Economic Governance, Esraa S. Saied Abdallah
Two Decades Since Cms V. Argentina: Concession Contracts, Necessity Doctrine, And The Imf’S Impact On Sovereign Economic Governance, Esraa S. Saied Abdallah
Theses and Dissertations
In the evolving landscape of international trade, particularly within the framework of Bilateral Investment Treaties (BITs), the primary aim has been to promote and protect foreign investment. The 1980s witnessed a notable increase in investment treaties, coinciding with a global shift toward privatization that was significantly influenced by the impact of international financial institutions, including the International Monetary Fund (IMF) and the World Bank. By the 1990s, BITs had evolved to offer specific guarantees aimed at reducing the risks foreign investors faced in host states. However, despite the growth and transformation brought about by foreign investments, disputes arising under investment …
Metal-Free Nitrogen-Enriched Graphitic Carbon Nitride Architectures For Advanced Supercapacitor Energy Storage: Design, Synthesis, And Electrochemical Performance Optimization, Loujain Gamal Mohamed
Metal-Free Nitrogen-Enriched Graphitic Carbon Nitride Architectures For Advanced Supercapacitor Energy Storage: Design, Synthesis, And Electrochemical Performance Optimization, Loujain Gamal Mohamed
Theses and Dissertations
Abstract
This thesis addresses the urgent global requirement for efficient energy storage materials by developing and characterizing advanced graphitic carbon nitride (g-C3N4)-based electrode materials for supercapacitors. A facile, low-cost thermal polymerization method produces 2D nitrogen-rich GCN nanosheets exhibiting excellent electrochemical stability and wide voltage windows, enabling symmetric devices with 19.33 Wh/kg energy density and remarkable cycling stability over 21,000 cycles. To overcome intrinsic limitations of pristine GCN, a 3D/2D metal free composite with bio-derived carbon (Bio-Cx) is synthesized, delivering high capacitance, wide potential windows, and ultrahigh energy density of 53.72 Wh/kg in asymmetric configurations paired with mesoporous nitrogen-doped carbon (MPNDC). …
Assessing Public-Sector Readiness For Artificial Intelligence In Egypt, Renad Ahmed Anwar
Assessing Public-Sector Readiness For Artificial Intelligence In Egypt, Renad Ahmed Anwar
Theses and Dissertations
Artificial intelligence (AI) is increasingly adopted in public-sector contexts, yet successful implementation depends on organizational readiness, particularly in developing countries. This study assesses the readiness of Egypt’s public sector for AI adoption using a qualitative expert opinion methodology. Semi-structured interviews were conducted with senior professionals from global technology firms with extensive experience working with public-sector entities in Egypt.
Guided by by an integrated framework combining organizational readiness theory, the Technology–Organization–Environment (TOE) framework, and public value and governance perspectives, the study examines strategic, organizational, human, technological, societal, and governance dimensions of AI readiness. The findings indicate that while Egypt demonstrates strong …
Reconfiguring The Category Of 'Sudan' Through The Literary Field: Representation, Disposability, Ambiguity And The 'Magical' In Four Post-Colonial Novels (2002-2022), Mourad Farahat
Theses and Dissertations
In this thesis I shall argue that contemporary African literature, with ‘’both its ethnographic imagination and anthropological complexity’’ (Orock, 2022, p.3), its use of ‘disruptive’ characters, and its focus on the embeddedness of the ‘collective’, the ‘common’ and the ‘vulgar’ in the personal (Mbembe, 2003), may help us mitigate some social scientific limitations on the study of Africa, and may aid us in understanding relations of power within the post-colony. I seek to show how contemporary Sudanese literature has already moved beyond the fixed social categories, lines, and limits which dominate some of the social scientific literature on Sudan. Literature …
Stories Take A Life Of Their Own: Exploring The Metoo Movement In Egypt, Menatallah Salama
Stories Take A Life Of Their Own: Exploring The Metoo Movement In Egypt, Menatallah Salama
Theses and Dissertations
This thesis explores the unfolding of Egypt’s MeToo movement through the stories that emerged in the wake of the 2020 Ahmed Bassam Zaki case. Rather than framing this moment as a rupture or a crisis, it seeks to situate it within a longer genealogy of feminist resistance, digital activism, and everyday acts of speaking out and silencing. At the heart of this work is the question: what does it mean for a story to take a life of its own? Stories here are not fixed entities but rather living actants—capable of forming solidarities, generating intensities, and unsettling hegemonic narratives. Drawing …
Green Roofs For Grey Water Treatment – Comparative Study Of Economic And Environmental Impacts, Shaden S. Attia
Green Roofs For Grey Water Treatment – Comparative Study Of Economic And Environmental Impacts, Shaden S. Attia
Theses and Dissertations
Cities are under more pressure than ever to use sustainable methods for managing water and other resources because of urbanization, climate change, and a lack of water. Standard greywater treatment systems (SGTSs) work well, but they use a lot of resources and don't provide a lot of ecosystem services. Greywater-treating green roofs (GTGRs) have emerged as a promising Nature-Based Solution (NBS), combining wastewater recycling with benefits like regulating temperature, reducing greenhouse gas (GHG) emissions, and reducing the urban heat island (UHI) effect. Even with this potential, there is still not enough real-world research on how GTGRs affect both the economy …
Parallel Concepts Found In The Thousand And One Nights And Sufi Hagiography, Walaa Kamal Emam Kamel
Parallel Concepts Found In The Thousand And One Nights And Sufi Hagiography, Walaa Kamal Emam Kamel
Theses and Dissertations
This thesis argues that The Thousand and One Nights functions as more than mere populist entertainment; rather, it constitutes a literary corpus imbued with Sufi mystical epistemologies that reflect the spiritual quests and Sufi concepts evident in hagiographical traditions. Through discourse and intertextual analysis of two Nights stories, “The City of Brass” and “The Porter and the Three Ladies of Baghdad,” alongside Farīd al-Dīn ʿAṭṭār’s Tadhkirat al-awliyāʾ, this study demonstrates how shared rhetorical strategies—specifically David Pinault’s Leitwörter analysis and L.A. Paul’s Transformative Experience concept—reveal a narrative and rhetorical emphasis on the metamorphosis of the self from worldly attachment toward …
The Effectiveness Of Public-Private Partnerships In Addressing Residential Urban Development Challenges In Greater Cairo, Sara Nagy Abdelmessih
The Effectiveness Of Public-Private Partnerships In Addressing Residential Urban Development Challenges In Greater Cairo, Sara Nagy Abdelmessih
Theses and Dissertations
This research explores the effectiveness of Public-Private Partnerships (PPPs) in tackling the residential urban development challenges facing Cairo today. In the past two decades, PPPs have emerged as a dominant mode of housing production, positioned as collaborative ventures between state agencies and private developers. They have become integral to the expansion of Greater Cairo, producing vast new urban extensions under the promise of mobilizing private capital, technical expertise, and delivery capacity. Yet, questions remain about whether these arrangements genuinely address Egypt’s most urgent housing needs, or whether they reproduce market-driven logics that leave large segments of the population excluded.
The …
Crafting Power, Piety, And Memory: The Sabil-Maktab Of 'Abd Al-Rahman Katkhuda In Bayn Al-Qasrayn, Cairo (1157 Ah/ 1744 Ce), Nehal Hany Al-Shamy
Crafting Power, Piety, And Memory: The Sabil-Maktab Of 'Abd Al-Rahman Katkhuda In Bayn Al-Qasrayn, Cairo (1157 Ah/ 1744 Ce), Nehal Hany Al-Shamy
Theses and Dissertations
Among hundreds of sabil-maktabs in Cairo, the one ʿAbd al-Rahman Katkhuda built in Bayn al-Qasrayn in 1157/1744 stands out as an iconic jewel, rising to be a symbol of the city itself. However, this sabil is more than just a beautiful building, for its beauty was only a means to channel political, commemorative, and spiritual connotations. This thesis is concerned with analyzing the raisons d’être of constructing the sabil through investigating the historical and political circumstances that influenced its patron at the time, and their reflections in the artistic choices he made. I argue that crafting the sabil as a …
The Impact Of Environmental Communication On Consumer Behavior: The Mediating Role Of Ascription Of Responsibility And Attitude, Nada Hussam El-Maghraby
The Impact Of Environmental Communication On Consumer Behavior: The Mediating Role Of Ascription Of Responsibility And Attitude, Nada Hussam El-Maghraby
Theses and Dissertations
The current study aims to examine the effect of environmental communication on promoting pro-environmental behaviors (PEBs) in the Egyptian society. The study also tests the mediating roles of ascription of responsibility and attitude toward pro-environmental behavior on the examined relationship. Another aim of the study is to explore intention as a mediator in the relationship between attitude toward pro-environmental behavior and behavior. The research is based on the Norm Activation Theory (NAT) and the Theory of Planned Behavior (TPB). A mixed-methods approach was implemented in this study. Quantitatively, a survey was conducted, and 406 responses were collected using convenience sampling …
An Ethnographic Exploration Of The Lived Experiences With Gynecologic Cancers, Norma Naser Aldeen
An Ethnographic Exploration Of The Lived Experiences With Gynecologic Cancers, Norma Naser Aldeen
Theses and Dissertations
Abstract
This thesis stays close to conversations with nine women who spoke about living with and through gynecologic cancers, from moments of finding out, through treatment, and into what follows. These encounters unfolded primarily through digitally mediated exchanges across Baalbek, Beirut, and other translocal settings shaped by distance and movement. Rather than approaching illness as a bounded biomedical event, this thesis attends to how gynecologic cancer is narrated as something that lingers—pressing into everyday life through bodily sensations, altered rhythms, and ongoing recalibrations of care, responsibility, and what remains possible.
Across these encounters, care rarely appears as a stable system …
On Education-Occupation And Skill-Occupation Mismatches Among Generation Z In Egypt, Hamsa Mohamed Ebrahim Yousef Ebrahim
On Education-Occupation And Skill-Occupation Mismatches Among Generation Z In Egypt, Hamsa Mohamed Ebrahim Yousef Ebrahim
Theses and Dissertations
This thesis examines the impact of education-occupation and skill-occupation mismatches, specifically with regard to Generation Z in Egypt, with a focus on prevalence, socioeconomic factors, and their impact on youth employability and human capital utilization. The research examines education and skill mismatches through a quantitative approach, relying primarily on quantitative analysis of the Egypt Labor Market Panel Survey (ELMPS) 2023 data using multinomial logistic regression for education mismatches and probit regression for skill mismatches. The results indicate that education and skill mismatches are common among employed Gen Z, with a considerable percentage of 38-45%. This is despite the fact that …
A Damaging Mutation In Col6a3 Alters The Mechanobiologic Response Of Chondrocytes Derived From Human Induced Pluripotent Stem Cells, Zainab Harissa, Niek Bloks, Nancy Steward, Sara F Tufa, Douglas R Keene, Yolande F M Ramos, Ingrid Meulenbelt, Farshid Guilak
A Damaging Mutation In Col6a3 Alters The Mechanobiologic Response Of Chondrocytes Derived From Human Induced Pluripotent Stem Cells, Zainab Harissa, Niek Bloks, Nancy Steward, Sara F Tufa, Douglas R Keene, Yolande F M Ramos, Ingrid Meulenbelt, Farshid Guilak
2020-Current year OA Pubs
Osteoarthritis (OA) is a complex disease associated with genetic, biological, and mechanical risk factors that act, in part, to alter chondrocyte homeostasis. Our recent exome sequencing studies identified a damaging genetic variant in COL6A3, a monomeric unit of collagen type VI and a distinguishing component of the pericellular matrix (PCM) of articular cartilage, a transducer of mechanical and biochemical signals for the chondrocyte. To study the effect of this genetic variant, human induced pluripotent stem cell (hiPSC)-derived chondrocytes, genetically edited to harbor the COL6A3 mutation, were used as an in vitro model to investigate chondrocyte mechanobiology and pathobiology. The COL6A3 …
In Her Words: The Silent Battles Of Egyptian Women With Breast Cancer, Nada Mohamed Ahmed Hassan Nh
In Her Words: The Silent Battles Of Egyptian Women With Breast Cancer, Nada Mohamed Ahmed Hassan Nh
Theses and Dissertations
This study investigates the emotional, social, and economic difficulties encountered by Egyptian women from middle- to working-class origins after a breast cancer diagnosis. Despite being a worldwide health concern, local cultural, institutional, and economic circumstances have a significant impact on the lived consequences of breast cancer. Women's post-diagnosis experiences in Egypt are greatly exacerbated by deeply ingrained gender stereotypes, stigma associated with cancer, and systemic injustices in the healthcare system. This research emphasizes women's situated knowledge and views their bodily experiences as crucial sources of insight into larger societal power relations. It is based on feminist perspective theory, especially the …
Development Of A Novel Innovative Umbrella Falsework System For Concrete Slabs, Abdelazem Hashim
Development Of A Novel Innovative Umbrella Falsework System For Concrete Slabs, Abdelazem Hashim
Theses and Dissertations
Formwork is one of the major elements that contribute to the cost and duration of concrete building projects. This is why optimizing such an element can lead to huge savings to all parties involved in the construction projects. With contractors facing huge challenges in such a competitive industry and employers seeking the least price and least duration for their projects, contractors are constantly under the obligations of finding the best alternatives to deliver their projects in terms of both time and money. Therefore, the main aim of this research project is to develop a falsework system, where the falsework system …
Facebook Interaction As A Potential Marker Of Cognitive Decline: Pilot Study, Esraa M. Qansuwa
Facebook Interaction As A Potential Marker Of Cognitive Decline: Pilot Study, Esraa M. Qansuwa
Theses and Dissertations
One of the critical challenges in brain disorder research is the early identification of individuals with mild cognitive impairment (MCI) who may later develop Alzheimer’s disease (AD) or other dementias. MCI in older adults is frequently associated with diminished social engagement and observable behavioral changes. With the rapid expansion of social media platforms and advances in Machine Learning (ML), digital traces from online activity present a novel and scalable avenue for mental health screening. In particular, predictive ML approaches have demonstrated strong potential in building reliable classifiers for early detection of neurocognitive decline. This study introduces an innovative framework that …