Digital Commons Network^™

Well-Being Of University Students In Singapore, Tina Li Yi Ng, Andree Hartanto, William Tov

Research Collection School of Social Sciences

Singapore provides an insightful case study for university student well-being due to its national culture of competitiveness. Amid a meritocratic society that valorizes academic success as the path to securing one’s future (Ho et al., 1998), educational attainment is central to Singaporean university students’ well-being (Inter-University Network, 2022). In response to Singapore’s increasing incidence of mental health challenges among young adults (Ministry of Health Singapore, 2022), the government and higher education institutes have sought to destigmatize mental health and improve accessibility to related resources. In this chapter, we review the literature on the well-being of Singaporean university students. We situate …

From Review To Synthesis: A Step-By-Step Methodological Guide To Systematic Reviews And Multilevel Meta-Analyses, Meilan Hu, Paye Shin Koh, Xun Ci Soh, Andree Hartanto, Nadyanna M. Majeed

Research Collection School of Social Sciences

We provide a step-by-step guide on conducting a quantitative systematic review (i.e., meta-analysis) using the open-source programming language R, as well as conducting a multilevel meta-analysis, in contexts where effect sizes are non-independent (e.g., multiple studies from the same lab). Quantitative systematic reviews offer researchers a method for synthesizing large bodies of literature, helping clarify inconsistent findings, identify research gaps, and refine theoretical models. However, existing tutorials often assume prior knowledge and/or experience, often overlooking foundational concepts. To address this gap, a comprehensive walkthrough of the systematic review process is presented, covering pre-registration, literature search and retrieval, screening, risk of …

The Emerging Roles Of Ai In Self-Directed Stress Management: Systematic Review, Mary Kamillah Grace Reyes, Shauna Sha Min Teo, Andree Hartanto

Research Collection School of Social Sciences

Background: Stress is widespread and carries substantial mental health, social, and economic burdens. Yet, access to clinician-led stress management remains constrained by service capacity, cost, and stigma. In response, artificial intelligence (AI)–enabled tools have rapidly proliferated as scalable, self-directed options. However, evidence on how these systems support stress management outside formal clinical settings remains fragmented. Objective: This systematic review aimed to synthesize empirical evidence on how AI-enabled technologies are used for self-directed stress management. We mapped the emerging functions of these tools, the psychological frameworks informing their design, the populations and settings studied, and the outcomes reported. Methods: We conducted …

Ai Fatigue In Human–Ai Interaction: Conceptual Framework, Scale Development And Validation, And Associations With Ai Engagement, Gabriel R. Lau, K. T. A. Sandeeshwara Kasturiratna, Adalia Y. H. Goh, Eddie M. W. Tong, Andree Hartanto

Research Collection School of Social Sciences

Emerging from the accelerating pace of AI development, user fatigue arising from prolonged human–AI interaction has become an increasing concern in public discourse. This growing attention underscores the need to clarify why sustained engagement with AI systems can generate psychophysiological strain and how such exhaustion manifests in users. The present research develops a conceptual framework for AI fatigue and introduces the 15-item AI Fatigue Scale as a validated tool for examining its correlates. Across four studies with 717 participants, we generated and content-validated an item pool, identified and confirmed a four-factor (cognitive, emotional, physical, behavioural) higher-order model. The scale demonstrated …

Just-In-Time Brokerage: Commodifying Women’S Casual Labor In China’S Capitalist Agriculture, Hui Ma, Qian Forrest Zhang

Research Collection School of Social Sciences

What social processes are required not only to recruit workers, but to repeatedly assemble and deliver labor power as a usable commodity in the specific quantity, quality, and timing demanded by capitalist production? In the commercial mushroom cultivation in rural China studied here, this problem is solved through a distinctive form of informal intermediation – just-in-time brokerage – carried out by female labor brokers who organize the supply of village women’s casual labor. Drawing on qualitative field research, we show that brokerage here goes beyond recruiting semi-proletarianized rural women into wage work and revolves primarily around “provisioning”: assembling packages of …

Drone Urbanisms, Siew Ying Shee

Research Collection School of Social Sciences

Across contemporary cities, unmanned aerial vehicles (UAVs) particularly drones have emerged as critical instruments for sensing, visualizing, and reconfiguring the built environment. Yet, urban space is not merely a passive backdrop for drone activity; it both shapes and is reshaped by them. The central question for understanding drone urbanism, then, is not only what drones do, but how their deployment redistributes the agency to see, know, and intervene across human operators, infrastructures, and algorithms.This renegotiation of visibility, authority, and knowledge takes shape through the ways drones mediate the governance and experiential textures of the city. Departing from the distant totalities …

Engineering Immunity? Biotechnical Governance And The Experimental Failures Of Project Wolbachia In Singapore, Siew Ying Shee, Orlando Woods, Sayd Randle

Research Collection School of Social Sciences

This paper introduces the idea of ‘experimental failure’ to critically interrogate the limits of engineering biological systems for urban governance. Whilst experimentation through projects related to smart cities and eco-cities has garnered significant attention, biotechnical experiments––which manipulate living organisms through technology––remain underexplored. Unlike interventions leveraging non-living, inanimate systems, engineering life must contend with ecological ‘unruliness’ and social uncertainties. These complexities often resist straightforward quantification and exceed conventional evaluation frameworks, demanding a rethinking of what constitutes ‘success’ and ‘failure’ in such interventions. Drawing on ethnographic research with public health officers, pest management professionals and residents in Singapore, we analyse the government-led …

Calibrations And Compliance: The Role Of Motivations In Policy Instrument Design, Panchali Guha, Ishani Mukherjee

Research Collection School of Social Sciences

Most research on the role of policy calibrations in fostering policy target compliance has focused on the calibration of incentives and deterrents; less attention has been paid to examining the deployment and calibration of a wider range of policy instruments with the intention of eliciting a greater degree of compliance from policy targets with heterogeneous motivations. This article addresses this gap in the literature by empirically testing multiple hypotheses on the relationship between the calibration of different kinds of policy instruments and policy compliance for policy targets characterized by different motivations. Using data from a vignette experiment set in the …

Dementia, Advance Directives, And Second-Order Volitions, Rand Hirmiz

Research Collection School of Social Sciences

This paper contributes to the ongoing debate over the authority of advance directives in cases where patients with dementia express desires that conflict with their earlier wishes. Drawing on Harry Frankfurt’s concept of second-order volitions, I argue that the preferences of the pre-dementia self (the “then-self”) should, in most cases, take precedence over those of the post-dementia self (the “now-self”) –  particularly in instances where the now-self has lost the capacity to form second-order volitions and is no longer able to meaningfully repudiate prior values and commitments.

Durable Benefits Of Learning-By-Teaching For Research Question Generation Performance: A Field Experiment, Stephen Wee Hun Lim, Sarah Shi Hui Wong, Piyawan Visessuvanapoom

Research Collection School of Social Sciences

Generating good questions is central to scientific inquiry. How can we improve this skill in classrooms? This field experiment showed that teaching others enhances students’ ability to generate higher-order research questions that create new knowledge. Whereas learning-by-teaching often involves delivering face-to-face or video-recorded lectures, we tested its efficient implementation via writing a verbatim (i.e., word-for-word) teaching script, exactly as how one would orate a lecture. In a research and statistical methods course, 199 undergraduates studied statistical concepts by writing verbatim teaching scripts or study notes. One month later, students’ long-term learning was assessed on a high-stakes test, whereby they explained …

Navigating “I” And “We”: Coupled Identity And Spousal Influence In The Physical Activity Of Older Adults, Sapphire H. Lin, Rich Ling, Sonny Rosenthal

Research Collection College of Integrative Studies

This study explored how established dyadic social ties—particularly spousal relationships—influence older adults’ physical activity. While social support is often viewed as a positive force in promoting health behaviours, long-standing spousal dynamics can exert both enabling and constraining effects. Drawing on qualitative interviews with 22 older adults who participated in a field experiment examining the effects of feedback from fitness trackers and spousal influence, this study delves into the relational, individual, and situational factors shaping physical activity patterns. These factors led to both positive and negative outcomes in terms of step counts, goal attainment, and a diminished interdependence in couples’ physical …

Potential Recyclable Materials In Buildings: A Framework For Greenhouse Gas Emissions Assessment Of Residential Buildings In Singapore, Pradeep Alva, Riccardo Talami, Wanyu Pei, Goran Sibenik, Martin Mosteiro-Romero, Clayton Miller, Rudi Stouffs

Research Collection College of Integrative Studies

As countries aim to reduce resource consumption and greenhouse gas (GHG) emissions, Whole Life Carbon Assessment (WLCA) has become a vital method for quantifying embodied and operational GHG emissions. However, few studies have conducted WLCA on an urban scale, often addressing operational or embodied GHG emissions in isolation without considering their cumulative impact. This study introduces a city-wide WLCA framework to assess the potential recyclable materials of urban building stock, using Singapore as a case study with 5915 public residential buildings. Upfront GHG emissions are calculated from material intensity and building information, while operational emissions are based on energy use …

Grammar Expert: A University-Based Grammar Application To Support Grammar Learning And Writing Instruction, Ivy Chan, Yin Teng Chong

Research Collection College of Integrative Studies

Technologies like web-based grammar applications have been integrated into classroom writing pedagogy to enhance students’ learning experiences. Drawing from qualitative findings from students’ interviews and reflection journals over one semester, this technology review focuses predominantly on university students’ perceptions towards an internally developed grammar application, Grammar Expert. Adopting the Technology Affordances and Constraints Theory (TACT) framework, the review identifies that GE’s affordances include promoting engagement in grammar learning, offering a flexible and encouraging environment, and ensuring real-world applicability, while its constraints involve aspects related to a limited user interface. Subsequently, the authors will present their pedagogical narrative on integrating this …

Scaling Up Multi-Agent Reinforcement Learning For Large Agent Teams And Long-Horizon Tasks: A Survey, Minghong Geng, Shubham Pateria, Budhitama Subagdja, Ah-Hwee Tan

Research Collection School Of Computing and Information Systems

Multi-agent reinforcement learning (MARL) empowers multiple autonomous agents to acquire effective policies for collaborative problem-solving. Over the last decade, MARL has seen significant advancements, with numerous algorithms achieving impressive performance across various benchmarks and real-world applications. Nevertheless, the scalability of multi-agent systems, in terms of the number of agents and the length of the task horizon, remains a critical consideration for applying MARL methods to complex problem-solving. Given that a dedicated review of the existing approaches and challenges in scaling up multi-agent systems remains largely absent, this survey aims to bridge this gap by delivering a comprehensive review of MARL …

Spying The Lie: Insider Threat Prevention In National Security, Jazma M. Parker

Journal of Strategic Security

Insider threats pose significant risks to critical assets within the United States. The US intelligence community has already experienced the consequences of insider compromise, such as the unauthorized release of classified material to WikiLeaks and foreign adversaries. Traditional mitigation strategies have struggled to keep pace with the evolving threat landscape. This article recommends updated interventions to detect and prevent insider threats within the Department of Defense and the Intelligence Community. A review of current research and best practices reveals three targeted strategies. First, organizations must prioritize the detection and reporting of anomalous behaviors that often precede insider incidents. Achieving this …

Escalation By Algorithm, Restraint By Architecture: Pakistan’S Military Ai Divergence, Sajjad Ahmed, Ahmad Nizar Yaakub, Asma Javed

Journal of Strategic Security

Debates on military artificial intelligence (AI) remain skewed toward great power dynamics, oscillating between techno-optimist celebrations of speed and techno-pessimist warnings of collapse. This binary overlooks how middle powers, operating under nuclearized rivalry and asymmetric sanction risk, embed restraint into organizational and technical practice. This article develops Systems Restrained Realism (SRR), a framework that extends defensive realism into the machine age by theorizing restraint as a deliberate doctrinal posture rather than a symptom of incapacity. Using Pakistan as a critical case, the study draws on expert interviews, procurement manuals, and UN submissions to demonstrate how restraint is operationalized through latency …

Youtube As A Tool For Digital Diplomacy And Strategic Security: A Comparative Analysis Of Russia And Kazakhstan, Bekzat Baktybekovna Baktybekova, Elmira Kagazbaeva, Botagoz Ali

Journal of Strategic Security

In the context of growing competition in the information space, digital diplomacy is gaining key importance for the strategic security of states. This study analyzes how Russia and Kazakhstan use the YouTube platform to promote their foreign policy narratives, shape the image of the state, and strengthen digital sovereignty. Based on a qualitative analysis of 60 videos (30 for each country) published by official government channels between 2020 and 2024, differences in strategies, visual codes, tonality, and patterns of interaction with the audience were identified. The Russian approach is characterized by an aggressive narrative, antagonism to Western structures, and a …

Classified Information Management In Kosovo: Lessons From Nato, The European Union, And The Western Balkans, Bahri Gashi, Ngadhnjim Brovina, Arian Kadriu

Journal of Strategic Security

This study examines the legal framework for the protection of classified information in Kosovo, focusing on the role of the Agency for the Protection of Classified Information (APCI). The selection of APCI as the focal institution stems from its central role in implementing Kosovo’s legal and institutional framework for classified information, following the country’s efforts to align with Euro-Atlantic standards. In a newly established state like Kosovo, protecting sensitive information is crucial for national security. The study compares Kosovo’s model with those of the North Atlantic Treaty Organization (NATO), the European Union (EU), and Western Balkan countries, highlighting its alignment …

The Role Of Special Services In Providing National Information Security, Volodymyr Artemov, Alexander Rusnak, Viktor Trepak, Grygorii Ostafiichuk, Alexandr Kalinin

Journal of Strategic Security

The growing dependence of states on digital infrastructures has elevated national information security to a matter of strategic importance. This study examines the role of special services (intelligence agencies) in protecting against cyber threats, focusing on their legal, operational, and technological functions. Using a combination of comparative legal analysis, case law review, expert surveys, and statistical modelling across 20 countries, the research highlights both strengths and limitations of current approaches. The findings demonstrate that states with clear and specific legislation on intelligence and cybersecurity achieve a 26% higher rate of preventive success than those with ambiguous frameworks. Strong judicial oversight …

Public-Private Cooperation In European Cybersecurity, Andreea Nicoleta Dragomir, Daiana Maura Vesmaș

Journal of Strategic Security

This article critically examines if the public–private partnerships (PPPs) help the European Union strengthen its cyber resilience, a challenge that is now closely tied to the Union’s broader strategic security goals. The discussion does not rely on one single angle. It moves back and forth between the legal side—looking at instruments such as the Network and Information Systems 2 (NIS2) Directive, the Cybersecurity Act, the proposed Cyber Resilience Act, and the Cyber Solidarity Act—and the lessons that come from practice. Examples include the dismantling of Operation Avalanche, the experience of the European Cyber Security Challenge, and the information-sharing efforts of …

Analysis Of Security Concerns In India-Central Asia Relations, Anmol Mukhia, Anurag Tripathi, Sanjeev Kumar Tiwari

Journal of Strategic Security

India-Central Asia relations have gained strategic significance driven by its historical ties, growing economic interests, and, most importantly, evolving security dynamics. This article deals with multifaceted security concerns such as drug trafficking, terrorism, radicalization, and the implications of instability in Afghanistan. The findings show that security concerns in the region, particularly in Afghanistan and Pakistan, constitute a significant obstacle, alongside geographical challenges, to India’s connectivity with the Central Asian Republics (CARS). India’s rising aspiration to increase connectivity and build closer ties with the region in energy, trade, and commerce heavily relies on a peaceful, prosperous, and stable Central and South …

Shadow Logistics: Military Vulnerability Through Civilian Dependence, Gilles A. Paché

Journal of Strategic Security

The rapid evolution of civilian-origin technologies repurposed for defense is reshaping the foundations of logistical advantage and altering the conditions under which armed forces operate. Modern missions rely on an extensive ecosystem of infrastructures—port terminals, cloud services, data platforms, and civilian contractors—whose reliability frequently lies beyond the authority of public institutions. This environment gives rise to shadow logistics, a network of civilian systems largely absent from conventional doctrine yet capable of producing significant operational disruptions when failures occur. Case studies show that some dark assets, whether physical or informational, can act as multipliers of effectiveness while simultaneously creating systemic vulnerabilities …

Chokepoints: American Power In The Age Of Economic Warfare. By Edward Fishman. Portfolio Penguin, 2025., Mark T. Peters Ii

Journal of Strategic Security

No abstract provided.

The Russian Fsb – A Concise History Of The Federal Security Service. By Kevin Riehle. Georgetown University Press, 2024., Michael W. Parrott

Journal of Strategic Security

No abstract provided.

Assessing Shifts In Research Priority Areas From The Neurological Community Before And After The Covid-19 Pandemic, Leah Dempsey, Travis Cruickshank, Mitchell Turner, Manja Laws, Danielle Bartlett, Barby Singer, Onno Van Der Groen, Moira Sim, Mandy Stanley

Research outputs 2022 to 2026

Introduction: People living with a neurological condition face many difficulties in daily life, impacting their function and quality of life (QoL). There is currently no cure to many neurological conditions, therefore identifying interventions to improve QoL is of high importance. COVID-19 changed society in many ways and understanding the research priorities from the neurological community post pandemic is urgently needed to ensure resources are used efficiently and aligned with the needs and priorities of the community. To better understand the priority areas, it is essential for individuals with lived experience to have input into priority areas for research. Therefore, the …

The Crossroads Between Osteosarcopenia And Intrinsic Capacity—A Narrative Review, Nailton J. Neto, Guy Hajj-Boutros, Wayne Lok Ok Choo, Miguel G. Borda, Konstantinos Prokopidis, Hassan Rammal, Daniel Rivas, Hussein Samhat, Ivan Baltasar-Fernandez, Mahdi Imani, Cristiano Dos Santos Gomes, Oscar Rosas Carrasco, Marc Sim, Julie A. Pasco, Julia Chabot, Ana M. Ayala-Copete, Francisco J. García-García, Claire Godard-Sebillotte, Raman Agnihotram, Lana J. Williams, Anna Andrianova, Robinson Ramirez-Vélez, Emma Connolly, Harmehr Sekhon, Hidenori Arai, Liang-Kung Chen, Andréa Faust, Howard Bergman, Alexandra Papaioannou, Pierrette Gaudreau, Tiago Alexandre, Leocadio Rodriguez-Mañas, Ricardo Oliveira Guerra, Gustavo Duque

Research outputs 2022 to 2026

Intrinsic capacity (IC) is defined as the composite of physical and mental abilities an individual possesses, encompassing 5 domains: cognition, psychological health, sensory function, vitality, and locomotion. This construct is central to the World Health Organization’s framework for assessing functional ability in older adults. Growing evidence highlights the critical role of the musculoskeletal system in maintaining these domains, while conditions such as sarcopenia, osteoporosis, and their coexistence as osteosarcopenia (OS) are increasingly associated with IC decline. This narrative review compiles current evidence on the modulatory role of muscles and bones in IC and the impacts of sarcopenia, osteoporosis, and OS. …

Dynamism By Design: The Zoom Effects In Short Video Tourism Marketing, Lujun Su, Yuxi Yang, Songshan (Sam) Huang, Xuehuan He

Research outputs 2022 to 2026

As tourism short videos have become central to destination marketing, camera zoom motion stands out as a simple yet powerful tool. However, theory-driven guidance on when and how to deploy zoom effects remains limited. Drawing on construal level theory, this research examines how zoom motions (zoom-in vs. zoom-out) interact with visual content to affect tourists’ responses. Five main studies across eastern and western cultures demonstrate significant interaction effects between zoom motion and visual content. Specifically, for activity-centric content, zoom-in motion enhances persuasiveness by eliciting objective mental imagery; for site-centric content, zoom-out motion proves more effective, as it evokes feelings-based mental …

Triple Tracer Heterogeneity In Dual Neoplasia: The "Three Musketeers" In Discerning Squamous Cell Carcinoma And Paraganglioma In The Same Patient, Shyam Kumar Ravada, Gaurav Malhotra, Aaditya Daga, Anurag R Lila, Saba Memon, Tushar Bandgar

Faculty, Staff and Student Publications

Head and neck squamous cell carcinoma of unknown primary (HNSCCUP) comprises 2%-5% of head and neck squamous cell cancers (HNSCC). Its coexistence with abdominal paraganglioma is exceedingly rare. We report a unique case of a 48-year-old male with HNSCCUP presenting as cervical lymphadenopathy and a coexisting abdominal paraganglioma. 18 F-FDG showed uptake in both lesions, while 68 Ga-DOTATATE was avid only in paraganglioma, and 68 Ga-DOTA-FAPI-04 was avid only in cervical nodes. These differential uptake patterns reflect distinct tumor biology and underscore the potential for tailoring theranostic treatment strategies with 177 Lu/ 90 Y isotopes for FAPI-avid squamous cell cancers …

Occupational Therapy Intervention For Children With Developmental Coordination Disorder: A Survey Of Occupational Therapists In Australia, Jacqui Hunt, Jill G. Zwicker, Annette Raynor, Erin Godecke

Research outputs 2022 to 2026

Introduction: Developmental coordination disorder (DCD), a common neurodevelopmental condition, is associated with persistent motor and psychosocial difficulties impacting participation and quality of life. International guidelines recommend activity-/participation-focused, task-specific interventions; however, little is known about how Australian occupational therapists translate these recommendations into clinical practice. This study aimed to describe current Australian occupational therapy intervention for children with (or suspected to have) DCD and identify factors that shape occupational therapists' intervention choices. Methods: A cross-sectional online survey was distributed to Australian occupational therapists via professional organisations/social media September–October 2020. Eligible participants were registered occupational therapists with ≥15% children in their caseload. …

Detecting Cognitive Impairment Early In Hispanic And Black Older Adults: Community Voices From South Central Texas, Robin C. Hilsabeck, Stephanie Santiago-Mejias, Tara L. Fletcher, Shanae L. Rhodes, Gladys Maestre, Sudha Seshadri, Neela K. Patel, Fayron R. Epps

School of Medicine Publications

Background: Alzheimer disease and related dementias (ADRD) are more prevalent in Black and Hispanic older adults and are also more likely to be undetected and misdiagnosed. The purpose of this study was to engage with Black and Hispanic communities about interest in and support needed for memory screening.

Methods: Participants were recruited from established community partners of the South Texas Alzheimer's Disease Research Center to engagein a 90-minute listening session. The session was recorded with participants' permission, and a thematic analysis was conducted by 2 independent coders.

Results: Sixteen individuals (81% female, 88% Hispanic or Black) from various perspectives participated …