Digital Commons Network^™

Requirements For Enhancing Dynamic Smart Leadership (Dsl) To Achieve Sustainable Competitive Advantage In Saudi Universities, Tahani Ali Al-Mutlaq

University of Bisha Journal for Educational Sciences

The present study aims to explore the requirements for enhancing Dynamic Smart Leadership (DSL) to achieve sustainable competitive advantage in Saudi universities. Within the framework of Saudi universities’ efforts to support institutional excellence and contribute effectively to the realization of Saudi Vision 2030, DSL emerges as a strategic approach to address contemporary challenges, adapt to rapid changes, and manage crises with both human and technological efficiency. The study employed a descriptive analytical method and utilized a questionnaire as the primary tool for data collection. The instrument was administered to a sample of 207 academic leaders (deans, vice-deans, and department heads) …

The Degree Of Availability Of The Digital Competencies Required For Teaching The Digital Skills Course Among Middle School Teachers In Tanomah Governorate Schools, Omar Abdullah Omar Alshehri

University of Bisha Journal for Educational Sciences

The present study aimed to determine the extent to which the digital competencies required for teaching the Digital Skills course are available among middle school teachers in Tanumah Governorate, as well as to examine the effects of the variables of academic degree, specialization, years of experience, and number of training courses on these competencies. The study population consisted of 169 middle school teachers in the Tanumah Education Directorate. To achieve the objectives of the study, a descriptive survey methodology was employed, and a questionnaire was used as the data collection instrument. The questionnaire covered four domains: Internet-use competencies, electronic communication …

Sex-Related Differences In Fingerprint Minutiae Counts Among Secondary School Students In Sagamu, Ogun State, Nigeria, Olukayode Olushola Odubela, Osonuga Ifabunmi Oduyemi, Dr Kazeem Adeyinka Adeboyejo, Opeyemi Abel Bamgbose

AUIQ Complementary Biological System

Background: Dermatoglyphic minutiae are permanent epidermal ridge characteristics widely utilized in forensic identification and biometric science. Previous studies have demonstrated sex-related differences in fingerprint ridge morphology and ridge count, with females generally exhibiting higher ridge count than males. However, quantitative minutiae-based studies among Nigerian adolescents remain limited. This study evaluated sex-related and bilateral variations in fingerprint minutiae among secondary school students in Sagamu, Ogun State, Nigeria. Methods: This cross-sectional analytical study involved 300 apparently healthy students aged 14–18 years, recruited from an initial pool of 318 students assessed for eligibility across Batoro Community Grammar School, Remo Secondary School, and Remo …

Bacterial Biomass As A Versatile Platform For Functional Materials: Structural Insights And Sustainable Applications, Hasan M. Agha

AUIQ Complementary Biological System

Bacterial biomass has emerged as a versatile material with strong potential in environmental, material, and biotechnological applications, as well as broader uses such as bioplastics, packaging materials, and agricultural systems, owing to its rapid growth, controllable production, and surface chemistry enriched with carboxyl, hydroxyl, amino, phosphate, sulfate, and sulfhydryl groups. These features enable multiple interaction mechanisms, including electrostatic attraction, ion exchange, surface complexation, hydrogen bonding, and π –π interactions, supporting applications in pollutant removal, wastewater treatment, composite development, and bioenergy systems. Bacterial biomass can be sourced from natural environments, industrial fermentation, and waste streams, particularly activated sludge, making it compatible …

Exploratory Concurrent Associations Between K-Kyphometer And Flexicurve-Derived Kyphosis Measures (Kyphosis Index And Kyphosis Angle): Preliminary Study, Pimonpan Taweekarn, Kunavut Vannajak

Journal of Health Research

Background: Quantifying thoracic kyphosis is essential in musculoskeletal and rehabilitation practice. Although radiographic Cobb angle is commonly treated as a reference standard, repeated imaging is limited by cost and radiation exposure. Therefore, clinicians frequently use non-radiographic tools such as inclinometers and flexicurve rulers, which have shown acceptable reliability and variable levels of validity in different populations. The objective of this study was examine Pearson correlations between a patented K-Kyphometer (Utility Patent No. 23366) and two flexicurve-derived measures—Kyphosis Index (KI) and Kyphosis Angle (K angle).

Methods: In this cross-sectional correlation study (N=28), thoracic kyphosis was assessed using the K-Kyphometer and …

Effectiveness Of An Integrated Activity-Based And Tele-Monitoring Intervention On Mental Health Literacy And Resilience Among Urban Older Adults In Thailand: A Quasi-Experimental Study, Khunatpakorn Makkabphalanon, Pramote Thangkratok, Jutamast Wongjan, Natchaya Palacheewa

Journal of Health Research

Background: Mental health problems among older adults are a growing public health concern, particularly in urban areas. Mental health literacy can enhance problem recognition, self-help, and help-seeking. This study examined changes in mental health literacy and resilience among urban older adults following an integrated activity-based and tele-monitoring intervention.

Methods: A one-group quasi-experimental repeated-measures study was conducted among 30 adults aged 60 years and older in urban communities in Thailand. Participants received a structured 3-hour activity-based mental health literacy intervention followed by 1 month of tele-monitoring support. Data were collected at baseline, immediately after the intervention, and at 1-month follow-up. Changes …

Building Health Resilience Against The Threat Of “Jakarta Sinking”: A Scoping Review, Risky Kusuma Hartono, Dewi Shinta

Journal of Indonesian Health Policy and Administration

In Jakarta, land subsidence amplifies flood risks—often described as the city “sinking”—which increases exposure to waterborne and vector-borne diseases, disrupts essential health services, and undermines health system resilience. This review examines how subsidence-induced flood amplification impacts health and its implications for system resilience. This study employs a literature review approach that combines narrative synthesis with scoping-oriented evidence mapping. Peer-reviewed articles in English or Indonesian (2015–2025) were searched across PubMed, Scopus, ScienceDirect, Google Scholar, and Portal Garuda using the following terms: flooding, Jakarta land subsidence, health impacts, and health system resilience. Data on hazards, populations, health outcomes, and resilience functions were …

Effects Of Co-Rotating Cylinders And Boundary Conditions On Heat And Mass Transfer In A Trapezoidal Enclosure, Olalekan Adebayo Olayemi, Olalekan Tajudeen Popoola, Leke Thaddeus Oladimeji, Isaac Kayode Adegun, Taofiq Omoniyi Amoloye, Oluwatayo Babatope Ojo, Benjamin Ohida Daniel, Michael Olabode Ibiwoye

Mathematical Modelling and Numerical Simulation with Applications

This study investigates the effects of rotational speed $(\Omega)$, Richardson number $\left(Ri\right)$, and Lewis number $\left(Le\right)$ on heat and mass transfer (HMT) around two co-rotating cylinders symmetrically situated in a trapezoidal enclosure. In the double-diffusive mechanism, the bottom wall of the trapezium is at a high temperature $\left(T_h\right)$ and concentration $\left(C_h\right)$, while the top wall is at a low temperature $\left(T_c\right)$ and concentration $\left(C_c\right)$. The side walls are perfectly insulated with zero mass flux, while the buoyancy ratio $\left(Br\right)$ is fixed at 1.0.  Two thermal-mass boundary scenarios are considered. Scenario 1: Cylinders are thermally insulated with zero mass flux, and …

Pattern Formation And Diffusion-Driven Instability Of A Modified Lengyel-Epstein Model, Müge Meyvacı, Hüseyin Merdan, Yafia Radouane

Mathematical Modelling and Numerical Simulation with Applications

We consider a modified Lengyel-Epstein model that is covered by a system of reaction-diffusion equations and investigate the sufficient conditions on parameters of the model at which the diffusion-driven instability occurs. We perform numerical simulations to support and extend the theoretical findings. Analytical results and numerical simulations show that the modified Lengyel-Epstein system with positive initial and non-flux boundary conditions presents Turing patterns under some conditions on its parameters.

Thermo-Entropic Analysis Of Unsteady Mhd Nanofluid Couette Flow: A Classical Spectral Approach With An Exploratory Quantum Linear-Solver Application, Serai Israel Mosala, Oluwole Daniel Makinde, Azwinndini Muronga

Mathematical Modelling and Numerical Simulation with Applications

This study presents a thermo-entropic analysis of unsteady MHD nanofluid Couette flow, combining a classical bivariate spectral quasilinearisation (BI-SQLM) and Crank--Nicolson solution with an exploratory application of quantum linear solvers. An incompressible, electrically conducting nanofluid flows between parallel plates under partial slip and convective heat exchange; the discretised linear systems are additionally solved via the Harrow--Hassidim--Lloyd (HHL) algorithm and the Variational Quantum Linear Solver (VQLS). Results are presented for Pure Water, Cu-Water, and Al₂O₃-Water across seven parameter variations. The Hartmann number dominates velocity suppression and entropy amplification, while velocity slip reduces upper-wall entropy generation more than …

Exact Solution Structure And Dynamic Preservation In A Nonstandard Finite-Difference Formulation Of The Sir Model, Ramsha Shafqat, Wutiphol Sintunavarat

Mathematical Modelling and Numerical Simulation with Applications

A new nonstandard finite difference method is developed for discretizing the classical Susceptible--Infected--Removed (SIR) epidemic model. In the proposed approach, the first derivatives in the continuous SIR system are replaced by two carefully constructed nonstandard denominator functions, yielding a dynamically consistent discrete model with improved numerical stability while preserving consistency with the original continuous system. It is proved that the proposed scheme preserves the fundamental dynamical properties and qualitative behavior of the continuous SIR model, including positivity and the long-term dynamics of the population classes. Moreover, the resulting discrete system admits explicit analytical solutions, providing further insight into the model …

Numerical Solution Of The Hjb Equation Using A Hybrid Bernstein–Fractional Chebyshev Spectral Collocation Method, Alvian Alif Hidayatullah, Subchan Subchan, Sena Safarina, Tahiyatul Asfihani, Dilshod Mashrabovich Akhmedov

Mathematical Modelling and Numerical Simulation with Applications

The Hamilton–Jacobi–Bellman (HJB) equation is fundamental in stochastic optimal control but is often difficult to solve accurately because of its nonlinear and multidimensional structure. This paper develops a hybrid tensor-product spectral collocation method based on shifted Bernstein polynomials in time and fractional-order Chebyshev polynomials in the state variables. The proposed shifted Bernstein–fractional Chebyshev (SBFC) framework allows the time and state directions to be approximated using different basis characteristics, while the fractional parameters provide adjustable resolution in the state domain. A weighted approximation framework is established, including density and convergence results for the mixed approximation space. The state collocation points are …

Neural Network-Based Analysis Of Heroin Epidemic Models With Modified Fractional Operators, M. A. El-Shorbagy, Sedat Pak, Mati Ur Rahman, Hossam A. Nabwey

Mathematical Modelling and Numerical Simulation with Applications

Heroin and synthetic narcotic abuse have become a major global concern, posing challenges to individuals, families, and communities. Their widespread availability and low cost have intensified the crisis. This study investigates a heroin transmission model using the modified Atangana--Baleanu--Caputo (mABC) fractional operator, with emphasis on non-zero solutions. Series solutions are derived by combining the Laplace transform with the Adomian decomposition method to address nonlinear components. Qualitative analysis is conducted through fixed-point theory, while stability is assessed using the T-Picard method. Numerical simulations explore the effects of different fractional orders and transmission parameters on the system. The study incorporates a deep …

Jpnet: A Multi-Layered Fusion Deep Learning Architecture For The Detection And Classification Of Pests In Jute Crops, Mejbah Ahammad, Md. Ashraful Babu, Muhammad Sajjad Hossain, Md. Fayz-Al-Asad, Nadim Ahmed, Md. Khaled Hossain, Md. Mortuza Ahmmed, M. Mostafizur Rahman, Mufti Mahmud

Mathematical Modelling and Numerical Simulation with Applications

Detecting and classifying insect pests is a critical challenge in agricultural pest management, as infestations can reduce crop yield and quality. This study introduces JPNet, a convolutional neural network (CNN) architecture that uses multi-layer feature fusion to detect and classify insect pests affecting jute crops. The architecture integrates complementary feature representations extracted at different network depths, preserving fine-grained visual characteristics alongside high-level semantic information. JPNet is evaluated on the JutePest dataset, which comprises approximately 6,460 RGB images spanning 17 pest classes. Preprocessing and data augmentation—including resizing, normalization, rotation, shifting, zooming, and flipping—improve the consistency and diversity of the training data. …

Burden And Prioritization Of Airborne Diseases In Bogor City, 2024: A Situational Analysis, Tuti Alawiyah, Helda Helda, Menikha Maulida

Jurnal Epidemiologi Kesehatan Indonesia

Indonesia, particularly urban agglomeration areas such as Bogor, continues to face major challenges related to air quality, resulting in an increased risk of airborne disease transmission. This study aimed to assess the burden of airborne diseases and determine health problem priorities in Bogor City using surveillance data from 2022 to October 2024. A descriptive epidemiological study was conducted in Bogor City using surveillance data from 2022 to 2024. Health problem prioritization was performed using the Pan American Health Organization (PAHO)-adapted Hanlon method through structured questionnaires administered to an expert panel consisting of health office officials and heads of primary healthcare …

Covid-19 Vaccination Coverage And Associated Factors In Conflict-Affected Provinces Of The Democratic Republic Of The Congo: A Cross-Sectional Study, Anthony E. Mwakapugi

Jurnal Epidemiologi Kesehatan Indonesia

Background: This study analysed the coverage and determinant factors for COVID-19 vaccination in Ituri, North Kivu, and South Kivu provinces in the Democratic Republic of the Congo (D.R.C). These are war-affected provinces that have experienced prolonged armed conflict, potentially limiting vaccine access.

Methods: A cross-sectional analysis of 9,795 people aged at least 15 years old and older fromyears from the 2023–2024 D.R.C Demographic and Health III Survey was conducted. Weighted descriptive statistics, design-adjusted chi-square tests, and multivariable logistic regression identified determinants of vaccination uptake.

Results: Overall vaccination coverage was 14.1% (95% CI: 11.3% - 17.4%)16.6% (95% CI= 14.2–19.3), with marked …

Descriptive Epidemiology Of Tuberculosis Case With Diabetes Mellitus Identified Through Screening Activities In Indonesia, 2024, Chrisshanti Putri Pasaribu

Jurnal Epidemiologi Kesehatan Indonesia

Tuberculosis (TB) remains a major public health problem, particularly among individuals with diabetes mellitus (DM), who are at an increased risk of developing TB disease. Screening activities conducted through health facility-based screening and active case finding (ACF) provide opportunities to identify TB cases with DM comorbidity. This study aimed to describe the epidemiological characteristics of TB-DM cases identified through screening activities in Indonesia in 2024. This descriptive study used routine secondary program data obtained from the Tuberculosis Information System (SITB). The source population consisted of 615,357 individuals screened for TB in 2024, among whom 14,727 TB cases were identified. Of …

Factors Associated With Hiv Infection Among People Who Inject Drugs In Jakarta, Igo Cahya Negara, Mondastri Korib Sudaryo, Helwiah Umniyati

Jurnal Epidemiologi Kesehatan Indonesia

HIV infection among people who inject drugs (PWID) remains a substantial public health burden, with Jakarta consistently reporting among the highest PWID-associated HIV prevalence in Indonesia. This study aimed to identify factors associated with HIV infection among PWID in Jakarta, utilizing secondary data from the 2023 Integrated Biological and Behavioral Survey (IBBS 2023). A cross-sectional study design was employed using secondary data from 261 PWID recruited in Jakarta. Bivariate associations were examined using Chi-square tests, and multivariate analysis was performed using modified Cox regression with a constant time parameter to estimate adjusted prevalence ratios (aPR) with 95% confidence intervals. The …

Situational Analysis Of Maternal And Child Health Problems In Dki Jakarta Province In 2024, Jennifer Irene Amorita Hadiono, Helda Helda, Tri Yunis Miko Wahyono, Inggariwati Inggariwati

Jurnal Epidemiologi Kesehatan Indonesia

Maternal and child health (MCH) is a critical indicator of national health development aligned with SDGs targets. DKI Jakarta, as a densely populated capital city, faces unique challenges in providing equitable MCH services. This study aims to analyze the situational status of MCH problems in DKI Jakarta Province in 2024 and to determine health priorities using the PAHO-adopted Hanlon method. A descriptive study using quantitative and qualitative approaches was conducted at the DKI Jakarta Provincial Health Office from October 2024 to January 2025. Primary data were collected through structured interviews, while secondary data were sourced from reports of the Nutrition …

Determinants Of Antiretroviral Therapy Status Among Men Who Have Sex With Men (Msm) Living With Hiv In Greater Jakarta, Leonita Agustine, Mondastri Korib Sudaryo, Helwiah Umniyati

Jurnal Epidemiologi Kesehatan Indonesia

Men who have sex with men (MSM) are a key population contributing to the largest proportion of new HIV infections among the adult population in Indonesia, accounting for 44% of new infections in 2024. However, antiretroviral therapy (ART), as a key intervention in HIV control, remains suboptimal among this group, with previous studies showing that only around 57% of MSM living with HIV in Indonesia were receiving ART. In urban settings such as Greater Jakarta, these gaps may be more pronounced due to complex social and structural barriers to care. This study used a cross-sectional design based on data from …

Psychosocial And Demographic Determinants Of Work Stress Among Lecturers At University X, Natasha Putri Ayu Kayla, Fajaria Nurcandra, Dr. Dyah Utari, Nayla K. Fithri, Siti Norashikin Mohamad Shaifuddin

Jurnal Epidemiologi Kesehatan Indonesia

Occupational stress is a psychological pressure related to work conditions. Psychosocial and demographic determinants may be the influence. Lecturers are white collar workers who have the opportunity to experience occupational stress. The aim of this study is to determine the factors that influence occupational stress among lecturers in X University. This research is a quantitative study with a cross-sectional study design. The sampling technique used is Accidental Sampling. The number of samples used was 132 respondents. The study was conducted in April-June 2024. The Cox Regression Model was used to analyze. The instruments used were The Workplace Stress Scale, Multidimensional …

Sharing Toys, Sharing Talks, Sharing Thoughts: Siblings’ Role In Language Skills And Theory Of Mind In Children, Khansa Nabila Anjani, Ike Anggraika Kuntoro

Jurnal Psikologi Sosial

Background: Theory of mind (ToM) refers to the ability to understand one’s own and others’ mental states and is closely related to children’s prosocial behavior. Previous research has linked ToM to language skills and sibling factors; however, findings remain inconsistent. Siblings may function as early social partners who support language use and social–cognitive development, thereby influencing ToM. This study examined whether sibling presence moderates the relationship between language skills and ToM in children. Methods: Participants were 117 children aged 4–7 years from the Jabodetabek area, recruited using convenience sampling. A simple moderation analysis with bootstrapping was conducted. Results …

The Algorithmic Narcissus: Ai Validation And The Atrophy Of The 'Athletic' Social Self, Ilham Phalosa Reswara, Anggi Mayangsari

Jurnal Psikologi Sosial

Artificial intelligence systems designed around continuous affirmation and minimal friction are becoming increasingly prominent as social and relational partners in everyday life. This article examines how sustained interaction with such frictionless AI systems may reshape the developmental conditions under which social selfhood forms and is maintained. Drawing on Cooley's (1902) looking glass self, Kohut's (1971) concept of optimal frustration, and the developmental literature on social competence, the article argues that frictionless AI may distort the social mirror through which identity forms, remove the manageable frustration that appears necessary for psychological growth, weaken empathic capacity, and erode the social stakes that …

Gambaran Generasi Z Yang Kesepian Dalam Penggunaan Chat Ai Sebagai Pemenuhan Kebutuhan “Someone To Talk”, Ikhwanul Ihsan Armalid, Febty Zahra Arsiwi, Qisthi Fathiyyah, Ratri Mayzakky Afra Syahida

Jurnal Psikologi Sosial

This study aims to understand the experiences of Generation Z individuals who experience loneliness in utilizing Chat AI to fulfill their need for someone to talk to within a socio-emotional context. The study employed a qualitative approach using a phenomenological method involving six Generation Z participants aged 18 to 25 who had used Chat AI for emotional sharing or venting. Data were collected through semi-structured interviews and analyzed using thematic analysis. The thematic analysis yielded six main themes: the dynamics of Generation Z social interactions, experiences of loneliness in social life, patterns of Chat AI usage, Chat AI as a …

Penerapan Digital Parenting Untuk Menangani Dampak Negatif Bermain Gawai Terhadap Kemampuan Prososial Anak Usia Dini, Pria Dita Anis Wari, Muqowim Muqowim

Jurnal Psikologi Sosial

Implementing digital parenting is an alternative for parents to address the negative impacts of gadget use on the prosocial abilities of early childhood. This is particularly relevant for working mothers who have limited time to accompany their children's digital activities. This study aims to examine the perceptions of working mothers regarding the implementation of digital parenting as an effort to enhance the prosocial abilities of early childhood, the forms of implementation, and the dynamics experienced. This research is qualitative and phenomenological in nature. The subjects of the study consist of three working mothers with different professions and children aged 5-6 …

Reframe The Narrative: Menganalisis Motivasi, Konsekuensi, Dan Solusi Perilaku Bullying Dalam Lingkungan Sekolah Dasar Melalui Teori Frustasi-Agresi, Muhammad Hatta, Nabila Eka Ramadhani, Majesty Steffania Putri Anggen Dese, Manda Zahratu Nisa, Dimas Ramadan Hariadi, Muhammad Abdan Shadiqi

Jurnal Psikologi Sosial

This study analyzed the motivation, consequences, and solutions to bullying behavior from the perpetrator's perspective among elementary school students, applying frustration-agression theory. A qualitative transcendental phenomenological approach was employed to explore the lived experiences of bullying perpetrators among elementary school students volving 10 participants aged 11–12 years in Banjarmasin and Banjarbaru. In-depth interviews served as the primary source of data, while the Basic Psychological Need Satisfaction and Frustration Scale (BPNSFS) was administered after the interviews as supplementary descriptive data to provide an indication of participants’ frustration levels. A Focus Group Discussion (FGD) with educational and child-protection professionals was conducted to …

Catatan Editor: Ai, Kesejahteraan Psikologis, Dan Masa Depan Relasi Manusia, Rahkman Ardi

Jurnal Psikologi Sosial

Kecerdasan buatan kini hadir dalam wilayah kehidupan yang sebelumnya hampir sepenuhnya ditempati oleh manusia: percakapan, dukungan emosional, dan relasi. Kita dapat menceritakan kecemasan kepadanya, meminta nasihat, mencari penghiburan, bahkan kembali kepadanya ketika percakapan dengan manusia terasa terlalu sulit. Kecerdasan buatan (Artificial Intelligence/AI), khususnya AI generatif, dengan demikian mulai bergerak melampaui fungsinya sebagai alat. Ia perlahan memasuki wilayah yang selama ini sangat manusiawi: wilayah relasi.

Digital Companions Or Relational Substitutes? Understanding The Use Of Generative Ai As Storytelling Companion Among Young Adults, Lail Queeny Nurfaizah, Syurawasti Muhiddin Ms

Jurnal Psikologi Sosial

Objectives. This study aims to explore the factors underlying the use of GenAI as a storytelling companion among young adults. Method. A qualitative approach was employed within an interpretivist paradigm, using an open-ended questionnaire as the primary data collection instrument. A total of 412 participants aged 19–33 years were recruited through purposive sampling. Data were analyzed using data-driven thematic analysis following Braun and Clarke's six-phase framework. Results. Two major themes emerged: Driving Factors and Barriers to Continuing Interaction. Each theme comprised four sub-themes organized around cognitive, affective, instrumental, and social dimensions, yielding 26 sub-themes in total. Driving factors were predominantly …

Adaptasi Dan Validasi Skala Kelekatan Terhadap Kecerdasan Artifisial, Theda Renanita, Julaibib Julaibib, Yohanes Budiarto

Jurnal Psikologi Sosial

Recent years have witnessed renewed interest in how attachment is no longer limited to human figures. Instead, the attachment discourses now also encompass artificial intelligence (AI). Attachment to AI could be caused by a number of factors which could potentially lead to some psychological consequences, hence this new dynamic calls for further in-depth inquiries to understand it better.

To date, no previous study has developed an Indonesian version scale to measure AI attachment that is adequate in terms of its psychometric properties. The primary aim of this study is to demonstrate the adaptation and validation of the attachment to AI …

Rekonstruksi Pengawasan Peradilan Substantif Atas Perjanjian Penundaan Penuntutan Korporasi Dalam Perspektif Civic Trust Dan Reintegrative Shaming, Merlin Swantamalo Magna, Ariesta Wibisono Anditya

Jurnal Hukum & Pembangunan

Law Number 20 of 2025 on the Criminal Procedure Code introduces the Deferred Prosecution Agreement (DPA) as a special mechanism for corporate offenders. Article 328(8) grants judges substantive authority to assess proportionality, the impact on the national economy, and the suspect's ability to meet the agreed conditions—yet provides no clear parameters. This absence risks legal uncertainty, judicial formalism, and abuse of power, while colliding with the presumption of innocence within Indonesia's civil-law tradition, in which judges have traditionally played a passive role. This study aims to construct a dogmatic framework for judges' substantive judicial-supervision authority in the DPA mechanism. Employing …