Sürdürülebilir Kalkınma Amaçları

Yazarlar

  • MakaleYayıncıda açık erişim2026
    A data-driven decision-support framework for prioritizing retention interventions among high attrition-risk employee segments

    Şimşek, Tuğçe; Şimşek, Aybala

    Predicting employee attrition risk provides a useful signal for human resource decision-making. However, this signal alone does not determine which employee groups should be targeted first for retention interventions. This study develops a data-driven decision-support framework for prioritizing retention interventions among employees at risk of attrition. The framework uses the IBM HR Analytics Employee Attrition and Performance dataset and integrates calibrated machine learning, SHAP-based explanatory analysis, Entropy-CRITIC weighting, and PROMETHEE II ranking. Machine-learning models were first used to estimate employee-level attrition probabilities. These probabilities were then aggregated into segments defined by combinations of Department, JobRole, and OverTime, from which the high-risk segment pool was identified for multi-criteria analysis. Eight high-risk segments were detected. The segment ranked first by PROMETHEE II was not the segment with the highest attrition risk, indicating that intervention priority and attrition risk represent distinct decision outputs. Sensitivity analyses further showed that the segment-ranking structure remained stable under alternative weight-shift and threshold scenarios. The proposed framework is therefore not intended to identify individual employees at risk; rather, it supports transparent, auditable, and ethically compliant segment-level retention decisions.

  • MakaleYalnız künye2026
    A multi-scale context-aware deep learning framework for medical disease diagnosis

    Reis, Hatice Catal; Turk, Veysel

    Early and accurate diagnosis of brain tumors, skin lesions, and diabetic retinopathy is essential for effective treatment planning and improving patient prognosis. Nevertheless, the diagnostic process for these conditions remains challenging due to the reliance on conventional methods, which are often subjective, time-intensive, and dependent on expert interpretation. In this context, deep learning-based approaches offer promising opportunities to enhance diagnostic precision and support clinical decision-making. This study introduces BSCRADNet, a novel deep learning model designed for the automated diagnosis of oncological and retinopathic diseases. The proposed architecture employs a multi-layered analytical framework that integrates local and spatial features with long-range contextual dependencies, enabling the effective recognition of complex morphological patterns in medical images. By enhancing diagnostic consistency, BSCRADNet reduces the risk of misclassification—particularly in cases characterized by high inter-observer variability or subtle lesion presentation. The model demonstrated strong performance across multiple datasets, achieving classification accuracies of 94.67% for brain tumors, 89.58% for skin cancer, and 90.40% for diabetic retinopathy. Furthermore, to improve the discriminative power of feature representations across diverse disease categories, a composite hybrid architecture combining BSCRADNet with ResMLP was developed. This hybrid model yielded competitive results, with accuracies of 93.33%, 88.19%, and 87.40% for the respective diagnostic tasks. Experimental findings indicate that the proposed approach is capable of distinguishing intricate patterns in medical imaging data and holds significant potential for integration into clinical diagnostic workflows, contributing to more reliable and efficient disease classification.

    • SDG 3 · Sağlık ve Kaliteli Yaşam
  • MakaleYalnız künye2026
    New and noteworthy liverwort records for Türkiye and South-West Asia

    Erata, Hüseyin; Batan, Nevzat; Mamontov, Yuriy S.; Özdemir, Turan

    The liverwort taxa Cephaloziella elegans and Mesoptychia gillmanii are reported for the first time from Türkiye and Southwest Asia, based on a bryological field trip to the Karçal Mountains in the Caucasian region (Artvin). Additionally, Lophoziopsis excisa is recorded for the second time in Türkiye, with the newly discovered locality extending the known national distributions of this taxon. Descriptions, illustrations, data on world distribution and ecology, as well as comparisons with morphologically similar species, are provided.

  • MakaleYalnız künye2026
    Nutritional value, heavy metal contamination and health risk assessment of Phalangium opilio Linnaeus, 1758 as a potential edible arachnid

    Gürmeriç, Hüseyin Ender; Kurt, Pınar; Ürkek, Bayram

    Edible insects and arachnids have increasingly been recognised as alternative food sources. The aim of the study was to evaluate the harvestman species Phalangium opilio (P. opilio) Linnaeus, 1758 as a new edible species. In this research, some chemical properties, fatty acid and mineral composition of the P. opilio were investigated. Additionally, the heavy metal contamination and its health risk assessment were evaluated. The fat and protein contents of the samples were 1.18% and 14.07%, respectively. The P. opilio had unsaturated fatty acids such as myristoleic, palmitoleic, linoleic and oleic acids. The P. opilio was analyzed for K, Mg, Na, Ca, Fe, Zn, Al, Mn, Se contents, estimated daily intake and contributions to the recommended daily mineral intake were calculated. The heavy metals detected in the P. opilio were Cu, Ni, Cd, Pb, As, Cr, Co and Ag. The Cd had the highest target hazard quotient value (2.16). The hazard index value of the P. opilio was 3.32 and it had a potential health risk level. Consequently, although P. opilio exhibited favourable nutritional properties, the THQ value for Cd and the cumulative HI value exceeded the recommended safety threshold, indicating a potential non-carcinogenic health risk associated with its consumption. Accordingly, considering the detected heavy metal levels and associated health risk indices, the consumption of wild-collected P. opilio should be approached with caution. © Hüseyin Ender Gürmeriç et al., 2026. Published with license by Koninklijke Brill BV. This work is published by Koninklijke Brill BV. Koninklijke Brill bv incorporates the imprints Brill, Brill Nijhoff, Brill Schöningh, Brill Fink, Brill mentis, Brill Wageningen Academic, Vandenhoeck & Ruprecht, Böhlau and V&R unipress. Koninklijke Brill BV reserves the right to protect the publication against unauthorized use and to authorize dissemination by means of offprints, legitimate photocopies, microform editions, reprints, translations, and secondary information sources, such as abstracting and indexing services including databases. Requests for commercial re-use, use of parts of the publication, and/or translations must be addressed to Koninklijke Brill BV.

    • SDG 2 · Açlığa Son
    • SDG 3 · Sağlık ve Kaliteli Yaşam
  • MakaleYalnız künye2026
    Novel 1,2,4-triazole-based n-mannich derivatives: Synthesis, spectroscopic characterization, cytotoxic, antimicrobial, and enzyme inhibitory activities, and in silico studies

    Yılmaz, Yonca; Medetalibeyoğlu, Hilal; Kapancık, Serkan; Tüzün, Burak; Lukšič, Miha; Aslan, Rukiye; Topal, Fevzi; Kocyigit, Umit M.; Yüksek, Haydar; Harmankaya, Ahmet

    A series of novel 1,2,4-triazole-based Mannich bases was designed, synthesized, and evaluated for biological and theoretical properties. Schiff base intermediates (C1–6) were prepared by condensing 4-benzoxy-3-methoxybenzaldehyde with various 3-substituted-4-amino-4,5-dihydro-1H-1,2,4-triazole-5-ones. Mannich reactions with formaldehyde and 2,6-dimethylmorpholine produced six target compounds (D1–6). Structures were confirmed using spectroscopic techniques. Following structural confirmation, the compounds showed significant cytotoxicity against HT-29 and MCF-7 cancer cell lines in MTT assays. Enzyme inhibition studies demonstrated activity against glucose-6-phosphate dehydrogenase (G6PDH) and lactate dehydrogenase (LDH), indicating potential relevance to cancer metabolism. Moderate acetylcholinesterase inhibition was observed, with IC50 values from 56.81 to 182.40 µM. Antimicrobial testing showed that D1, D3, D4, and D5 were active against selected microbial strains, while D2 and D6 were inactive. Density functional theory (DFT) calculations, molecular docking, ADME/T predictions, and molecular mechanics simulations were conducted to complement the experimental findings. These computational analyses indicated favorable binding interactions and pharmacological profiles.In summary, the newly synthesized triazole-based Mannich derivatives represent promising candidates for further pharmacological investigation.

    • SDG 3 · Sağlık ve Kaliteli Yaşam
  • MakaleYalnız künye2026
    Natural (226Ra, 232Th, 40K) and artificial (137Cs) radioactivity assessment of Kırkpavli and Hazine Cave ore deposits, Gümüşhane (Türkiye): Radiological risk and material utilization perspective

    Vural, Alaaddin; Kaya, Ali

    Environmental radioactivity is a critical factor for both ecological and human health risk assessment, particularly in mining regions with ongoing or historical settlement activities. This study evaluates natural and artificial radionuclide concentrations in soils from the Kırkpavli (KP) and Hazine Cave (HM) mining areas in Gümüşhane, northeastern Türkiye. Gamma spectrometry analyses were performed to measure 232Th, 226Ra, 40K, and 137Cs, and radiological risk indicators—including absorbed dose rates, annual effective dose, radium equivalent activity, hazard indices (Hex and Hin), Excess Lifetime Cancer Risk (ECLR), Activity Utilization Index (AUI), radon-related alpha index, and natural radioactivity-driven heat production (RHP)—were assessed. Results: showed spatial variability linked to lithology, with the HM site exhibiting elevated radionuclide levels in basalt-dominated units, while KP soils showed moderate values in sedimentary formations. Most radiological parameters remained below international safety limits; however, specific sampling points, particularly HM-2, exceeded thresholds, indicating potential health risks if the soils are used for local settlement, building materials, or domestic purposes. RHP analysis further identified areas of intense hydrothermal alteration correlating with higher natural radioactivity. Comparisons with international soils and rocks confirmed that the activity concentrations at both sites are comparable to or exceed global averages. These findings highlight the necessity of ongoing monitoring of naturally occurring radioactive materials (NORM) in inhabited mining regions and provide essential data for ensuring environmental safety, sustainable land and material use, and public health protection.

    • SDG 15 · Karasal Yaşam
  • MakaleYalnız künye2026
    Impact of soil-structure interaction on earthquake response of high-rise steel frames equipped with TMD and FTMD optimized through cloud drift optimization

    Alibabaei Shahraki, Mohammad; Araz, Onur; Ahmadi, Hossein

    Vibration control of tall buildings under various seismic and foundation conditions remains a critical issue in earthquake engineering. This paper investigates the performance of Tuned Mass Damper (TMD) and Friction Tuned Mass Damper (FTMD) systems in reducing the seismic response of fixed-base and Soil-Structure Interaction (SSI) analyses of 20- and 40-storey steel moment-resisting frames. The current study uses the OpenSees software and the Cloud Drift Optimization (CDO) technique, aiming at minimizing the normalized H 2 -norm of the roof displacement. The performance of the seismic control is investigated by performing nonlinear dynamics analyses with the help of a set of 14 records, of which 7 records are far-field and the remaining ones are near-field records. Results show that both TMD and FTMD are effective in decreasing roof displacement on 20- and 40-story buildings subjected to fixed-base and SSI excitations. More precisely, results for the average reduction in roof displacement are 33.4% and 27% when FTMD is subjected to SSI loading, while those values were 10.7% and 16.5% when TMD was subjected to SSI loading in the case of 20- and 40-story buildings, respectively. Results are based on multiple variables including base shear, kinetic energy, and damping energy. The results demonstrate that the FTMD system provides superior seismic response reduction compared to the conventional TMD.

    • SDG 9 · Sanayi, Yenilikçilik ve Altyapı
    • SDG 11 · Sürdürülebilir Şehirler ve Topluluklar
  • MakaleYalnız künye2026
    Effects of an Immersive Virtual Reality-Based Exercise-Rest on Mobilization in Knee Surgery Patients: A Single-Blind, Randomized Controlled Trial

    Aydin, Aydanur; Menekşeoğlu, Ahmet Kıvanç; Dilaver, İrem; Taş, Süleyman Kasım

    Purpose This study aimed to evaluate the impact of immersive virtual reality (IVR) interventions on enhancing mobilization in patients undergoing total knee arthroplasty. Design A randomized, single-blinded, two-arm, parallel-group controlled trial. Methods A randomized controlled trial was conducted on 30 patients who underwent total knee arthroplasty for the first time. Participants were divided into two groups: the intervention and control groups. The primary outcome, mobilization distance, was measured at the first postoperative mobilization using validated scales. Before mobilization, patients in the intervention group experienced a simulated walk through a tranquil forest accompanied by birdsong and meditation music via IVR goggles. Results All surgeries were performed by the same surgeon, and postoperative medical care was standardized across both groups. The intervention group demonstrated significantly greater mobilization distances and shorter initial walking times than the control group. Moreover, patients in the intervention group reported reduced postmobilization pain and expressed high satisfaction with the IVR experience. Conclusions The findings indicate that patients who experienced IVR intervention exhibited reduced postmobilization pain, increased mobilization distance, and higher satisfaction. This innovative technique has the potential to serve as a practical solution to enhance clinical improvement in various healthcare settings. Clinical Implications This study demonstrated the effectiveness of IVR-assisted mobilization in enhancing walking distance among patients undergoing knee surgery. The use of IVR presents an innovative and engaging approach to support postoperative mobilization in this patient population. Further research in this area may contribute to the development of more comprehensive and effective IVR interventions.

    • SDG 3 · Sağlık ve Kaliteli Yaşam
  • Derleme MakaleYalnız künye2026
    A systematic review of studies evaluating immersive virtual reality applications to support nursing education for nursing students

    Aydin, Aydanur; Güler, Sevil; Bulut, Hülya

    Objectives: Virtual reality (VR)-based interventions are widely used in education. However, it is necessary to systematically examine the outcomes of immersive virtual reality (IVR) applications in nursing education, clarifying their impact on knowledge, skills, and attitudes among nursing students. Methods: This review utilized the methodological framework of the Joanna Briggs Institute. A search was conducted of the Ovid MEDLINE, PubMed, CINAHL (Cumulative Index to Nursing and Allied Health Literature), Web of Science, and Scopus databases for the period from 2013 to 2023. The Preferred Reporting Items for Systematic reviews and Meta-Analyses (PRISMA) protocol informed the review and screening of the literature. The articles were assessed for eligibility via first screening by abstract review, followed by a full-text review. The first two authors reviewed the articles, assessing qualification for inclusion and evaluating the content. Data from eligible articles were analyzed and synthesized to answer the research question. Results: Of the initial 667 articles, 11 articles met the inclusion criteria for final analysis. The findings indicate that IVR applications in clinical practice positively impact nursing students, as IVR provides effective results in increasing their knowledge. Nursing educators should avoid comparing the results of students’ IVR practice with classical clinical practice. Nursing students should continue to engage in clinical practice, as it remains an essential aspect of their education. While technological applications such as IVR may be useful, they should not be used as a substitute for clinical practice. This review highlights the reported outcomes and benefits of clinical teaching methods in nursing. Conclusion: A limited number of articles were found that evaluated the education of nursing students in IVR applications. The analyzed articles found that nurse educators experienced meaningful knowledge exchange with students after IVR implementation. Further research is needed to identify effective outcomes in clinical education. It is essential to advance science to transform clinical education and use it more consciously to teach practical thinking and decision-making about patient care.

    • SDG 3 · Sağlık ve Kaliteli Yaşam
    • SDG 4 · Nitelikli Eğitim
  • Kitap BölümüYalnız künye2026
    The Influence of the Anglo-American Alliance on Shaping Iranian Foreign Policy

    Topal, Coşkun; Bülbül, Berke; Maden, Nafiz

    Since the 19thcentury, Britishoilinterests and geopoliticalbalancing against Russia positionedIran as a criticalbuffer zone. The Anglo-American-backed1953Operation Ajax generateda traumatic collective memory that formedthe ideological foundation of Iranian foreign policy after the 1979 Revolution. In the post-revolutionary era, Tehran transitioned into a security-oriented state, adopting severe anti-imperialist rhetoric against US and UK. Confronting US economic sanctions, “rogue state” labeling, andnuclearcounter-pressures, Iranbuiltasymmetricresistancemechanisms through the “Shia Crescent” and regional proxy networks. Meanwhile, diplomatic crises with UK, such as the Salman Rushdie affair, further hardened this defensive stance. This study examines how Iran transforms Anglo-American threat perceptions into a source of regime legitimacy and strategic autonomy.

    • SDG 16 · Barış, Adalet ve Güçlü Kurumlar
  • MakaleYalnız künye2026
    Effects of sunlight ripening process on the biological activities of persimmon (Diospyros kaki L.) peel and pulp extracts

    Kardil, Uğur; Akar, Zeynep; Düzgün, Azer Özad

    The aim of the study was to evaluate the biological properties of the peel and pulp extracts of persimmons, with consideration of the impact of different ripening conditions (B: on-branch ripened and S: sunlight ripened). The data demonstrated that the sunlight ripened persimmon peel (S. peel) extract exhibited a higher total phenolic and flavonoid content, with 157 and 7.3 µg/mL GAE respectively. The S. peel extract exhibited the highest antioxidant activity, exhibiting 1.1578 mg/mL IC50, 54.095 and 0.0262 µM Trolox equivalent (TE)/g fresh weight (FW), as determined by the 2,2-diphenyl-1-picrylhydrazyl (DPPH•) radical scavenging assay, ferric reducing antioxidant power (FRAP) and cupric reducing antioxidant capacity (CUPRAC) respectively. LC-MS/MS analysis revealed that the peel and pulp phenolic composition of persimmon ripening process different conditions changed. The activity of protocatechuic, chlorogenic, caffeic and ferulic acids identified in persimmon extracts was determined by HPLC-DAD-FRAP assay. ICP-OES analysis revealed that potassium exhibited the highest mineral content of persimmon, with values ranging from 575.680 to 2031.360 mg/kg. The S. peel extract was more inhibitory activity against bovine carbonic anhydrase (BCA) and α-glucosidase then other extracts. Moreover, the S. peel extract was found to demonstrate the highest level of antibiofilm activity, reducing the strong biofilm formation capacity of the A. baumannii isolate to negative, both qualitatively and quantitatively. The study suggests that the ripening of persimmon fruit in sunlight may increase biological activity and may be useful in the prevention and treatment of diseases associated with oxidative damage, diabetes and bacterial infections.

    • SDG 2 · Açlığa Son
  • MakaleYalnız künye2026
    Sustainable Nutrition Behaviors and Physical Activity Attitudes Among College Students: A Cross-Sectional Study

    Kurtbeyoglu, Emine; Kaya, Aleyna

    Objective: This study aimed to examine sustainable nutrition behaviors and attitudes toward physical activity among college students. Design: A cross-sectional study. Setting: College setting. Participants: The study included 303 college students (171 female, 132 male). Main Outcome Measure: Sustainable nutrition behaviors were assessed using the Behaviors Scale Towards Sustainable Nutrition, whereas beliefs and attitudes related to physical activity were measured using the Exercise Health Belief Model Scale. Anthropometric measurements, including body weight and waist circumference, were obtained by researchers. Analysis: Pearson and Spearman correlation analyses, as appropriate, and multiple linear regression analyses were conducted. Results: Sustainable nutrition behavior scale total scores were positively correlated with exercise Health Belief Model scores (r = 0.444, P < 0.001) and negatively correlated with body mass index (r = −0.142, P = 0.01) and waist circumference (r = −0.169, P = 0.003). After adjusting for sex, academic level, and income level, sustainable nutrition behaviors remained significantly associated with attitudes toward physical activity (β = 0.400, P < 0.001), explaining 22.6% of the variance (R² = 0.226). Conclusions and Implications: Students with more positive attitudes toward physical activity are more likely to engage in sustainable nutrition behaviors. Integrated health promotion strategies addressing both physical activity and sustainable nutrition may support healthier and more sustainable lifestyles among college students.

    • SDG 2 · Açlığa Son
    • SDG 3 · Sağlık ve Kaliteli Yaşam
  • MakaleYalnız künye2026
    Nicotinamide complexes of metal(II) furan-2-carboxylates: synthesis, determination of crystal structures, Hirshfeld surface analysis, and in vitro and in silico evaluation of inhibitory properties on CA I, CA II, AChE, BChE, and GR enzymes

    Nar, Merve; Senturk, Murat; Kaya, Afşin Ahmet; Öztürkkan, Füreya Elif; Kaya, Elif Çelenk; Şahin, Ertan

    In this study, nicotinamide complexes of Cu2⁺, Co2⁺, and Zn2⁺ furan-2-carboxylates were synthesized, and the crystal structures of the complexes were characterized by single crystal X-ray diffraction. The chemical composition and functional groups of the complexes were confirmed using elemental analysis, Fourier transform infrared spectroscopy (FT-IR), ultraviolet–visible region (UV–Vis) spectroscopy, and mass spectrometry (MS). Hirshfeld surface analysis detailed the intermolecular interactions present in the crystal structures of the complexes. The complexes feature a central six-coordinate ion (Cu2⁺, Co2⁺, or Zn2⁺) located on an inversion center, which is bonded to two N atoms from nicotinamide and four O atoms from water molecules. There is a furan 2-carboxylate anion that is not coordinated with metal atoms but links to complex structures via hydrogen bonds. Within the scope of biochemical studies, the inhibitory effects of the synthesized complexes on acetylcholinesterase (AChE), butyrylcholinesterase (BChE), carbonic anhydrase I and II (hCA I, hCA II), and glutathione reductase (GR) enzymes were investigated by spectrophotometric methods. It was determined that the complexes, especially Complex 2, exhibited strong enzyme inhibition properties. Molecular docking analyses revealed the binding tendencies and binding energies of the complexes to the active sites of the enzymes. Complex 2 has a high binding affinity with AChE, BChE, hCA I, hCA II, and GR enzymes, and these bindings were supported by hydrogen bonds and π-π interactions. ADMET predictions showed that the complexes have toxicologically safe profiles despite their pharmacokinetic limitations, such as low gastrointestinal absorption and inability to cross the blood–brain barrier. It was determined that the risks of hepatotoxicity, carcinogenicity, immunotoxicity, and mutagenicity were low. As a result, these metal complexes are evaluated as potential therapeutic agents in the treatment of diseases such as Alzheimer’s disease, glaucoma, epilepsy, malaria, and cancer. The data obtained in this study emphasize the biological activities and pharmacological potential of the complexes, and it is recommended that they be supported by future in vivo studies.

  • MakaleYalnız künye2026
    Organic Geochemical Properties of the Miocene Coal Seam in the Ömerler Field, Tunçbilek Basin, Western Türkiye: Implications for Depositional Environment

    Saydam Eker, Çiğdem; Köse, Yeliz

    In this comprehensive study, which was conducted based on data obtained from the Ömerler Field İğdekuzu underground mine located in the Tunçbilek Basin (Kütahya/W. Turkey), the aim was to reveal the organic matter content, origin, thermal maturation level, depositional environment, and conditions of Miocene-aged coals. Coal samples collected from the underground coal mine were subjected to proximate analysis, Rock-Eval pyrolysis/Total organic carbon (TOC), gas chromatography (GC), gas chromatography–mass spectrometry analysis (GC–MS) of aromatic and saturated biomarkers and extraction analysis. On an air-dry basis, the average moisture (Mad), volatile matter (Vad), ash (Aad), fixed carbon (FCad) and total sulphur contents of coals are 2.79%, 33.93%, 18.71%, 44.31% and 1.40%, respectively. TOC content is so high; the highest mean TOC content is 86.75% calculated in the upper coal seam, followed by the middle seam with 85.14% and the lower seam with 79.01%. In the GC–MS of the coal samples, the n-alkane distribution varies between C12 and C36. The lowest homohopane index (HHI) value was calculated as 0.02 for OR-5, and the highest HHI value was 0.05 for TB-8. The upper coal seam sample exhibits the order of C29>C28>C27 sterane (%), and the lower and middle coal seam samples exhibit the order of C29>C27>C28 sterane (%). The coal samples under study exhibit early mature oil window behaviour according to all geochemical maturity parameters. These coals indicate a mixed organic matter of Type II/III and III kerogens, as demonstrated by medium and long-chain n-alkanes, terrestrial/aquatic organic matter ratios (TAR), aquatic plants to terrestrial plants ratios (Paq), C24 Tet/C26 Tri and C19/C23 Tri ratios, and distributions of C27–29 ααα20R, likely deposited in a paralic, oxic-dyoxic transitional environment. Although the TOC value of the Miocene-aged coal samples is so high, they have not yet reached the level of producing hydrocarbons due to low and medium hydrogen index (HI), low quality index (QI), production index (PI), and bitumen index (BI) values, but it has been evaluated that they have the potential to produce gas.

  • MakaleYalnız künye2026
    Nurses' artificial intelligence anxiety levels, their attitudes towards artificial intelligence, and their skills in acting humanistically in nursing practices

    Cin, Aynur; Coşar, Dilan Aktepe; Demirağ, Hatice

    Aim This study aims to investigate the levels of artificial intelligence-related anxiety among nurses, their attitudes towards the use of AI in clinical settings, their ability to maintain humanistic approaches in nursing care, and the interrelationships among these variables. Design This study was designed as a descriptive and cross-sectional pilot study. Method The sample of the descriptive study consisted of 267 nurses working in X and Y hospitals in Gümüşhane province. The data of the research was collected between December 2023 and May 2024 using the “Nurse Introduction Form”, “Artificial Intelligence Anxiety Scale”, “General Attitude Scale towards Artificial Intelligence” and “Humanistic Practice Ability of Nursing”. Results Total “Artificial Intelligence Anxiety Scale” mean scores were found to be higher in nurses who were women, and had more than five years of working experience ( p < 0.05). It was determined that the total “General Attitude Scale Towards Artificial Intelligence” score averages of nurses working in surgical clinics were higher than those working in pediatric clinics ( p < 0.05). Positive “General Attitude Scale Towards Artificial Intelligence” mean scores were higher in nurses who had a postgraduate degree, worked in a surgical clinic, and had five years or less experience ( p < 0.05). Again, the total mean of the “ Humanistic Practice Ability of Nursing “ was higher in nurses who had a bachelor's degree or less, and worked in management and surgery clinics ( p < 0.05). Conclusion It was found that nurses' artificial intelligence anxiety, general attitudes towards artificial intelligence, and ability to act humanistally varied according to some sociodemographic characteristics.

    • SDG 3 · Sağlık ve Kaliteli Yaşam
  • MakaleYayıncıda açık erişim2026
    Measurement-aware zero-phase iterative learning control for robust regulation of nonideal boost converters in electric vehicle fast charging

    Altan, Aytaç; Alzaidi, Mohammed S.; Yanarateş, Cağfer

    Integrating battery energy storage with DC-DC boost converters for electric vehicle fast charging exposes the regulator to ageing-induced parameter drift, periodic load pulses, and, critically, the nonidealities in the output-voltage sensing chain. This paper proposes a measurement-aware, zero-phase iterative learning control scheme for robust output-voltage regulation of a nonideal boost converter whose parameters are matched to those of a commercial Texas Instruments TPS6102x battery regulator. The controller combines an inner proportional-integral stabilizing loop with an outer zero-phase learning law that updates a feedforward correction based on the sensor-captured output trajectory; a forward-backward robustness filter suppresses the amplification of measurement noise and quantization across successive trials without introducing phase lag. The averaged small-signal model is validated against a 960 kHz switched simulation, with agreement within 0.2% at the operating point and a transient-waveform correlation of 0.91, while the bandwidth limitations imposed by the lightly damped resonance and the nonminimum-phase dynamics on feedback are quantified from the loop frequency response. Because feedback alone is bandwidth-limited, the learning feedforward recovers the intrinsic converter speed for the repetitive task and reduces the periodic tracking error by more than an order of magnitude relative to a fairly tuned baseline. A bounded-error convergence theorem shows that, under real sensing, the tracking error converges to a neighbourhood whose size is proportional to the measurement-disturbance level; this is confirmed numerically, with the asymptotic error scaling approximately linearly with the noise standard deviation once the noise dominates the filter bias. Systematic sweeps of converter resolution, noise, and sensor delay show that the zero-phase measurement-aware law remains bounded where a naive learning law diverges, and a 500-sample Monte Carlo study confirms robustness to component tolerances, load variation, and parasitic aging. The primary physical task is the rejection of a repeating high-current charging pulse: over successive charging cycles the scheme reduces the periodic output-voltage sag from 35% to below 0.01%, whereas the best feedback comparator leaves a 17% residual, and the sinusoidal reference used elsewhere serves as a spectral diagnostic that isolates the feedback-bandwidth ceiling at a single known frequency. The learning law is further verified in closed loop on the cycle-by-cycle switched large-signal converter, where it converges and stays bounded. A per-unit scale-invariance analysis then establishes the conditions under which the design obtained on the low-power benchmark transfers to fast-charging power levels, as confirmed on a 400 V, 6.1 kW stage that reproduces the benchmark convergence exactly.

    • SDG 7 · Erişilebilir ve Temiz Enerji
    • SDG 9 · Sanayi, Yenilikçilik ve Altyapı
  • MakaleYalnız künye2026
    Freeze–ohmic thawing: A novel pretreatment strategy for cold-pressed black cumin oil production

    Tunç, Merve Tuğçe

    Cold pressing is one of the most preferred techniques for producing high-quality vegetable oils; however, its relatively low extraction efficiency remains a major limitation. Although ohmic thawing has been investigated as a rapid thawing technique for frozen foods, its application as a pretreatment prior to cold-press oil extraction has not yet been reported. Therefore, this study investigated, for the first time, the potential of freeze–thawing (FT) and freeze-ohmic thawing (FOT) as pretreatment strategies to enhance the recovery and preserve the quality of cold-pressed black cumin oil. FT and FOT pretreatments were applied for one, two, and three cycles before cold pressing, and the extracted oils were comparatively evaluated in terms of oil recovery, physicochemical properties, antioxidant characteristics, FTIR, aroma profile, and fatty acid composition. Both FT and FOT significantly improved oil recovery compared with the untreated control. While FT2 increased the extraction yield to 51.68 ± 2.21%, FOT2 achieved the highest extraction yield (63.11 ± 1.50%), corresponding to a 41% increase over the control. FTIR analysis confirmed the preservation of the characteristic functional groups of black cumin oil following both pretreatments. Thymoquinone was largely preserved, with only a slight reduction in FT2. Likewise, the fatty acid profile remained stable, with no significant differences (p > 0.05) among treatments. These findings demonstrate, for the first time, that freeze-ohmic thawing can be successfully employed as a pretreatment prior to cold pressing, substantially improving black cumin oil recovery while preserving its physicochemical, structural, and compositional quality.

    • SDG 2 · Açlığa Son
  • Derleme MakaleYalnız künye2026
    Sustainable Mining: Environmental Challenges, Mine Tailings Management and Technological Innovations

    Orak, Mürsel

    Mining provides essential raw materials for global economic development; however, it is also associated with significant environmental impacts including land degradation, water contamination, and the generation of large volumes of mine tailings. Sustainable mining has emerged as a strategic framework aimed at balancing economic benefits with environmental protection and social responsibility. This study presents a comprehensive review of sustainable mining practices with particular emphasis on environmental impacts, mine tailings management strategies, acid mine drainage mitigation, and innovative technologies such as cemented paste backfill (CPB). In addition, the role of circular economy approaches, digital mining technologies, and mine closure strategies in improving sustainability performance is discussed. The findings indicate that integrating advanced tailings management strategies and technological innovations can significantly reduce environmental risks and enhance the long-term sustainability of mining operations.

    • SDG 12 · Sorumlu Üretim ve Tüketim
  • MakaleYalnız künye2026
    Some are more equal than others: workplace favoritism and hospital employees’ intent to quit

    Özbek, Mehmet Ferhat; Banai, Moshe; Stefanidis, Abraham; Bekar, Fevziye; Roberts, Sara J.

    Purpose – This study refines equity theory by explaining the mediating roles of job frustration and job dissatisfaction, as well as the moderating role of personal income in the relationship between discriminatory workplace favoritism and hospital employees’ intent to quit. Design/methodology/approach – The study consists of two samples. In the first sample, survey questionnaires were administered to 267 public hospital employees in Turkey. In the second sample, 1, 426 university healthcare students in Turkey answered four different scenarios that narrated school favoritism as well as students’ frustration, dissatisfaction and intent to quit. Structural equation modeling and ANOVA statistical analyses were conducted. Findings – Workplace favoritism positively affected employees’ intent to quit through the mediation of job frustration and job dissatisfaction. The mediating role of job frustration between workplace favoritism and intent to quit was stronger for high-income than for low-income employees and students. Practical implications – Favoring one employee may result in voluntary organizational exit by other employees, which is costly for the organization. Favoritism may encourage employees who were not previously prone to favoritism to seek favoritism. This may create a cycle that spreads favoritism further within the organization. Originality/value – This is the first study to investigate the role of income in the relationship between workplace favoritism and employees' intent to quit.

    • SDG 3 · Sağlık ve Kaliteli Yaşam
    • SDG 8 · İnsana Yakışır İş ve Ekonomik Büyüme
    • SDG 10 · Eşitsizliklerin Azaltılması
  • MakaleYalnız künye2026
    Thermal inactivation kinetics of Listeria monocytogenes in fat/water emulsions and fat tissue – effect of fat content

    Ozturk, Samet; Huang, Lihan; Hwang, Cheng-An; Sheen, Shiowshuh

    Significantly increased thermal resistance was found in Listeria monocytogenes inoculated to beef tallow. However, how the relative compositions of fat and water in emulsions affect bacterial survival during heating has not been evaluated. This study aimed to evaluate the effect of fat levels in solid fat/water (SF/W) emulsions on thermal resistance of L. monocytogenes. SF/W emulsions, containing 0, 25, 50, 60, and 75 % of tallow by weight, were prepared by mixing tallow with soybean lecithin and Tween 80 in 0.1 % peptone water using an ultrasonic processor. A 4-strain cocktail of L. monocytogenes was inoculated to the emulsions and subjected to isothermal heating between 55 and 65 °C. The survival curves were analyzed to estimate the kinetic parameters and evaluate thermal resistance. Linear survival was observed in emulsions with fat below 50 %. However, increased thermal resistance, evidenced by the increasing D and z values with the fat content, was observed. For example, the average D values in SF/W emulsions at 60 °C are 0.54, 1.04, and 2.53 min, respectively, with 0, 25, and 50 % fat. For SF/W emulsions with 60 and 75 % fat and in beef trim fat (BTF, 86.9 % fat), the survival curves became convexly nonlinear and could be described with the Weibull model. The exponents of the Weibull model range between 0.45 and 0.456, suggesting almost identical convexity of the survival curves. The convex survival curves indicate initial sensitivity to heat but the resistance increases with time at each temperature. The estimated time to a 5-log reduction becomes 11.9 and 26.4 min in 60 and 75 % SF/W emulsions, respectively, and 36.5 min in BTF at 60 °C. The study demonstrates the effect of fat levels on thermal resistance of L. monocytogenes in SF/W emulsions and BTF. The results of this study may help the food industry to properly kill L. monocytogenes in fat-containing meat products during thermal processing.

    • SDG 3 · Sağlık ve Kaliteli Yaşam