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19 pages, 2383 KiB  
Article
Comparative PSO Optimisation of Microgrid Management Models in Island Operation to Minimise Cost
by Dubravko Žigman, Stjepan Tvorić and Manuel Lonić
Energies 2024, 17(16), 3901; https://doi.org/10.3390/en17163901 (registering DOI) - 7 Aug 2024
Abstract
The rapid progress in renewable energy sources and the increasing complexity of energy distribution networks have highlighted the need for efficient and intelligent energy management systems. This paper presents a comparative analysis of two optimisation algorithms, P and M70, used for the optimal [...] Read more.
The rapid progress in renewable energy sources and the increasing complexity of energy distribution networks have highlighted the need for efficient and intelligent energy management systems. This paper presents a comparative analysis of two optimisation algorithms, P and M70, used for the optimal control of the operation of microgrids in islanded mode. The main objective is to minimise production costs while ensuring a reliable energy supply. Algorithm P prioritises the use of photovoltaic (PV) and battery storage and operates the diesel generator at minimum capacity to reduce fuel consumption and maximise the use of renewable energy sources. Algorithm M70, on the other hand, uses a heuristic approach to adaptively manage energy resources in real time. In this study, the performance of both algorithms is evaluated through simulation in different operating scenarios. The results show that both algorithms significantly improve the efficiency of the microgrid, with the M70 algorithm showing better adaptability and cost efficiency in dynamic environments. This research contributes to ongoing efforts to develop robust and scalable energy management systems for future smart grids. Full article
(This article belongs to the Special Issue Advancements in the Integrated Energy System and Its Policy)
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19 pages, 2118 KiB  
Article
Assessment of Salt, Potassium, and Iodine Intake in the Croatian Adult Population Using 24 h Urinary Collection: The EH-UH 2 Study
by Mihaela Marinović Glavić, Lovorka Bilajac, Marta Bolješić, Marija Bubaš, Krunoslav Capak, Marija Domislović, Aleksandar Džakula, Mirjana Fuček, Lana Gellineo, Ana Jelaković, Josipa Josipović, Tomislav Jukić, Denis Juraga, Ivan Pećin, Vladimir Prelević, Danilo Radunović, Željko Reiner, Tomislav Rukavina, Petar Šušnjara, Vanja Vasiljev, Valentina Vidranski and Bojan Jelakovićadd Show full author list remove Hide full author list
Nutrients 2024, 16(16), 2599; https://doi.org/10.3390/nu16162599 (registering DOI) - 7 Aug 2024
Abstract
Cardiovascular diseases, which are the leading cause of death in Croatia, are linked to the high prevalence of hypertension. Both are associated with high salt intake, which was determined almost two decades ago when Croatian Action on Salt and Health (CRASH) was launched. [...] Read more.
Cardiovascular diseases, which are the leading cause of death in Croatia, are linked to the high prevalence of hypertension. Both are associated with high salt intake, which was determined almost two decades ago when Croatian Action on Salt and Health (CRASH) was launched. The main objective of the present study was to evaluate salt, potassium, and iodine intake using a single 24 h urine sample in a random sample of the adult Croatian population and to analyse trends in salt consumption after the CRASH was intensively started. Methods: In this study, we analysed data on 1067 adult participants (mean age 57.12 (SD 13.9), men 35%). Results: Mean salt and potassium intakes were 8.6 g/day (IQR 6.2–11.2) and 2.8 g/day (IQR 2.1–3.5), respectively, with a sodium-to-potassium ratio of 2.6 (IQR 1.8–3.3). We detected a decrease of 17.6% (2 g/day less) in salt consumption compared with our previous salt-mapping study. However, only 13.7% and 8.9% met the WHO salt and potassium recommended targets of 5 g/day and 3.5 g/day, respectively. Salt intake was higher, and potassium ingestion was lower, in rural vs. urban regions and in continental vs. Mediterranean parts of Croatia. Moderate to severe iodine insufficiency was determined in only 3% of the adult participants. Conclusion: In the last fifteen years, salt consumption has been significantly reduced in the Croatian adult population because of the intensive and broad CRASH program. However, salt intake is still too high, and potassium ingestion is too low. Salt reduction programs are the most cost-effective methods of cardiovascular disease prevention and merit greater consideration by the government and health policy makers. Full article
(This article belongs to the Special Issue Population Sodium Intake: Impacts on Cardiovascular Health)
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17 pages, 354 KiB  
Article
On Voigt-Type Functions Extended by Neumann Function in Kernels and Their Bounding Inequalities
by Rakesh K. Parmar, Tibor K. Pogány and Uthara Sabu
Axioms 2024, 13(8), 534; https://doi.org/10.3390/axioms13080534 (registering DOI) - 7 Aug 2024
Abstract
The principal aim of this paper is to introduce the extended Voigt-type function Vμ,ν(x,y) and its counterpart extension Wμ,ν(x,y), involving the Neumann function Yν in [...] Read more.
The principal aim of this paper is to introduce the extended Voigt-type function Vμ,ν(x,y) and its counterpart extension Wμ,ν(x,y), involving the Neumann function Yν in the kernel of the representing integral. The newly defined integral reduces to the classical Voigt functions K(x,y) and L(x,y), and to their generalizations by Srivastava and Miller, by the unification of Klusch. Following an approach by Srivastava and Pogány, we also present the multiparameter and multivariable versions Vμ,ν(r)(x,y),Wμ,ν(r)(x,y) and the r positive integer of the initial extensions Vμ,ν(x,y),Wμ,ν(x,y). Several computable series expansions are obtained for the discussed Voigt-type functions in terms of Humbert confluent hypergeometric functions Ψ2(r). Furthermore, by transforming the input extended Voigt-type functions by the Grünwald–Letnikov fractional derivative, we establish representation formulae in terms of the associated Legendre functions of the second kind Qην in the two-parameter and two-variable cases. Finally, functional bounding inequalities are given for Vμ,ν(x,y) and Wμ,ν(x,y). Particularly interesting results are presented for the Neumann function Yν and for the Struve Hν function in the form of several functional bounds. The article ends with a thorough discussion and closing remarks. Full article
12 pages, 3837 KiB  
Article
The Influence of Ionizing Radiation on the Morphological Structure of the Fluoride-Releasing Restorative Materials in Cancer Patients: An In Vitro Study
by Eva Klarić, Bruno Špiljak, Luka Šimunović, Majana Soče, Timor Grego and Ana Ivanišević
Sci 2024, 6(3), 47; https://doi.org/10.3390/sci6030047 (registering DOI) - 7 Aug 2024
Abstract
Radiotherapy plays a key role in the treatment of the early and advanced stages of head and neck cancer. To date, there is still no consensus on the effects of radiotherapy on the mechanical properties of fluoride-releasing restorative materials which can be used [...] Read more.
Radiotherapy plays a key role in the treatment of the early and advanced stages of head and neck cancer. To date, there is still no consensus on the effects of radiotherapy on the mechanical properties of fluoride-releasing restorative materials which can be used in patients undergoing radiotherapy with increased incidence of caries. The fluoride-releasing materials Equia Forte HT and Cention N were compared to the resin-based materials Tetric EvoCeram and Tetric Power Fill. Standard irradiation was performed with a linear accelerator. Vickers microhardness, mass, surface roughness and color were measured before and after irradiation. Cention N and Tetric PowerFill showed stability in the mass, while the surface roughness did not change in any of the examined groups. Resistance to microhardness change was shown by Cention N, Tetric PowerFill and Tetric EvoCeram, and the color change was significant in all groups (p < 0.05). It should be remembered that patients receiving head and neck radiation therapy may experience adverse effects from the treatment, including changes in the mechanical properties of the restorative materials. The obtained results suggest that Cention N can be used as a material in patients undergoing head and neck radiotherapy due to the mechanical stability and depo effect of fluoride release. Full article
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14 pages, 1690 KiB  
Article
Enrichment of White Wine Vinegar with Aromatic Plants: The Impact on Aromatic, Polyphenolic, and Sensory Profiles
by Marin Krapac, Nikola Major, Tomislav Plavša, Ana Jeromel, Ivana Tomaz and Danijela Poljuha
Appl. Sci. 2024, 14(16), 6909; https://doi.org/10.3390/app14166909 (registering DOI) - 7 Aug 2024
Abstract
The food industry is developing intensively, and products that, with their characteristics, enrich the food taste and aroma are widely used in the culinary arts. White wine vinegar is often used as a food condiment and as dressing in salads. This research aims [...] Read more.
The food industry is developing intensively, and products that, with their characteristics, enrich the food taste and aroma are widely used in the culinary arts. White wine vinegar is often used as a food condiment and as dressing in salads. This research aims to explore the impact of the maceration of selected aromatic plants on the organoleptic properties, bioactive compounds, and sensory profile of white wine vinegar. The plants selected for white wine (cv ‘Malvazija istarska’) vinegar aromatization were rosemary (Rosmarinus officinalis L.) and thyme (Thymus serpyllum L.) dried leaves and black elder (Sambucus nigra L. ssp. nigra) flowers (elderflowers). Vinegar flavored with rosemary had more pronounced pinewood and herbal aromas, while spicy aromas dominated the vinegar with thyme. The elderflower-flavored vinegar, on the other hand, was characterized by a floral and fruity aroma. Among the analyzed vinegars, white wine vinegar flavored with elderflower had the highest polyphenolic content. Full article
(This article belongs to the Special Issue Natural Products and Bioactive Compounds)
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3 pages, 170 KiB  
Editorial
Nutritional Management for Crohn’s Disease
by Sara Sila and Iva Hojsak
Nutrients 2024, 16(16), 2597; https://doi.org/10.3390/nu16162597 (registering DOI) - 7 Aug 2024
Abstract
Diet has been implicated in the pathogenesis of inflammatory bowel disease (IBD) and, more specifically, Crohn’s disease (CD), for a long time [...] Full article
(This article belongs to the Special Issue Nutritional Management for Crohn's Disease)
1 pages, 130 KiB  
Correction
Correction: Grabušić, S.; Barić, D. A Systematic Review of Railway Trespassing: Problems and Prevention Measures. Sustainability 2023, 15, 13878
by Silvestar Grabušić and Danijela Barić
Sustainability 2024, 16(16), 6743; https://doi.org/10.3390/su16166743 (registering DOI) - 7 Aug 2024
Viewed by 97
Abstract
The authors would like to make the following corrections to the published paper [...] Full article
(This article belongs to the Special Issue Traffic Safety and Transportation Planning)
11 pages, 2475 KiB  
Article
Natural Materials as Carriers of Microbial Consortium for Bioaugmentation of Anaerobic Digesters
by Blanka Dadic, Tomislav Ivankovic, Karlo Spelic, Jasna Hrenovic and Vanja Jurisic
Appl. Sci. 2024, 14(16), 6883; https://doi.org/10.3390/app14166883 - 6 Aug 2024
Viewed by 259
Abstract
The production of biogas is achieved during anaerobic digestion (AD) using organic matter as a substrate. In Mediterranean countries, a promising substrate is lignocellulose biomass of perennial grass Miscanthus x giganteus, due to its potentially high biogas yields, which could be comparable to [...] Read more.
The production of biogas is achieved during anaerobic digestion (AD) using organic matter as a substrate. In Mediterranean countries, a promising substrate is lignocellulose biomass of perennial grass Miscanthus x giganteus, due to its potentially high biogas yields, which could be comparable to maize silage. During AD, bacteria convert biomass into more minor compounds, which are further converted to methane by methanogenic archaea. The selection of appropriate microbes for the degradation of the substrate is crucial, and the enhancement of this step lies in the immobilization of microbes on biocarriers. Described here, a microbial consortium, de novo isolated and conditioned to degrade the Mischantus biomass, was immobilized onto several natural biocarriers: natural zeolitized tuff, ZeoSand® (Velebit Agro, Zagreb, Croatia), perlite, and corncob. There was no statistically significant difference in the number of immobilized bacteria across the different materials. Therefore, all proved to be suitable for the immobilization of the consortium. In the consortium, five bacterial species with different shares in the consortium were identified: Enterobacter cloacae, Klebsiella pneumoniae, Enterobacter asburiae, Leclercia adecarboxylata, and Exiguobacterium indicum. After immobilization on each carrier, the share of each species changed when compared to starting conditions, and the most dominant species was E. cloacae (71–90%), while the share for other species ranged from 2 to 23%. The share of E. indicum was 14% at the start. However, it diminished to less than 1% because it was overgrown during the competition with other bacterial species, not due to an inability to immobilize. Full article
(This article belongs to the Special Issue Advances in Biofilms and Their Applications in Biotechnology)
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30 pages, 4097 KiB  
Article
Stochastic Techno-Economic Optimization of Hybrid Energy System with Photovoltaic, Wind, and Hydrokinetic Resources Integrated with Electric and Thermal Storage Using Improved Fire Hawk Optimization
by Nihuan Liao, Zhihong Hu, Vedran Mrzljak and Saber Arabi Nowdeh
Sustainability 2024, 16(16), 6723; https://doi.org/10.3390/su16166723 - 6 Aug 2024
Viewed by 298
Abstract
In this paper, a stochastic techno-economic optimization framework is proposed for three different hybrid energy systems that encompass photovoltaic (PV), wind turbine (WT), and hydrokinetic (HKT) energy sources, battery storage, combined heat and power generation, and thermal energy storage (Case I: PV–BA–CHP–TES, Case [...] Read more.
In this paper, a stochastic techno-economic optimization framework is proposed for three different hybrid energy systems that encompass photovoltaic (PV), wind turbine (WT), and hydrokinetic (HKT) energy sources, battery storage, combined heat and power generation, and thermal energy storage (Case I: PV–BA–CHP–TES, Case II: WT–BA–CHP–TES, and Case III: HKT–BA–CHP–TES), with the inclusion of electric and thermal storage using the 2m + 1 point estimate method (2m + 1 PEM) utilizing real data obtained from the city of Espoo, Finland. The objective function is defined as planning cost minimization. A new meta-heuristic optimization algorithm named improved fire hawk optimization (IFHO) based on the golden sine strategy is applied to find the optimal decision variables. The framework aims to determine the best configuration of the hybrid system, focusing on achieving the optimal size for resources and storage units to ensure efficient electricity and heat supply simultaneously with the lowest planning cost in different cases. Also, the impacts of the stochastic model incorporating the generation and load uncertainties using the 2m + 1 PEM are evaluated for different case results compared with the deterministic model without uncertainty. The results demonstrated that Case III obtained the best system configuration with the lowest planning cost in deterministic and stochastic models and. This case is capable of simply meeting the electrical and thermal load with the contribution of the energy resources, as well as the CHP and TESs. Also, the IFHO superiority is proved compared with the conventional FHO, and particle swarm optimization (PSO) achieves the lowest planning cost in all cases. Moreover, incorporating the stochastic optimization model, the planning costs of cases I–III are increased by 4.28%, 3.75%, and 3.57%, respectively, compared with the deterministic model. Therefore, the stochastic model is a reliable model due to its incorporating the existence of uncertainties in comparison with the deterministic model, which is based on uncertain data. Full article
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19 pages, 3221 KiB  
Article
Distribution of Heavy Metals in the Surrounding Mining Region of Kizhnica in Kosovo
by Lavdim Zeqiri, Šime Ukić, Lidija Ćurković, Jelena Djokic and Mihone Kerolli Mustafa
Sustainability 2024, 16(16), 6721; https://doi.org/10.3390/su16166721 - 6 Aug 2024
Viewed by 255
Abstract
This study investigated the distribution of heavy metals in agricultural soils in the vicinity of three large mining landfills of the Kizhnica mine in the Republic of Kosovo. The mining sector is one of the most important sectors of Kosovo’s economic development, and [...] Read more.
This study investigated the distribution of heavy metals in agricultural soils in the vicinity of three large mining landfills of the Kizhnica mine in the Republic of Kosovo. The mining sector is one of the most important sectors of Kosovo’s economic development, and the Kizhnica mine is one of the most important ore producers in Kosovo. Besides the positive aspects, the development of production also has some negative side effects, such as the generation of industrial waste and the possible contamination of surrounding areas, including agricultural land. Therefore, ten sampling sites were selected in the vicinity of the Kizhnica mine. These sites were characterized and assessed as the most important due to the anthropogenic impact of mineral processing and open-tailing waste deposits in Kizhnica. The concentration of Pb, Zn, Cu, As, Cd, Ni, Mn and Sb in the selected samples was determined using inductively coupled plasma–optical emission spectrometry. The data obtained were used to create geochemical maps and calculate the contamination factor, pollution load index and geoaccumulation index. Cluster analysis, Pearson correlation coefficient and air spatial distribution patterns using the air dispersion model were used to evaluate within the area. The results showed that heavy metal levels are influenced by the anthropogenic nature of pollution, confirming a current ecological threat from mining activities in the region. In order to improve waste management, reduce the hazardous impacts of mining and contribute to the sustainable development of the region, the potential reuse of the deposited waste material in the construction industry is proposed. Full article
(This article belongs to the Special Issue Impact of Heavy Metals on the Sustainable Environment)
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27 pages, 1919 KiB  
Review
An Overview: Specificities and Novelties of the Cheeses of the Eastern Mediterranean
by Samir Kalit, Iva Dolenčić Špehar, Ante Rako, Darija Bendelja Ljoljić, Seval Sevgi Kirdar and Milna Tudor Kalit
Fermentation 2024, 10(8), 404; https://doi.org/10.3390/fermentation10080404 - 6 Aug 2024
Viewed by 183
Abstract
The aim of this study is to provide an overview of the specificities (milk characteristics, production process, ripening biochemistry, composition, and sensory properties) and novelties of the world-famous traditional cheeses of the Eastern Mediterranean (EM). The EM area is remarkably heterogeneous (11 countries—Egypt, [...] Read more.
The aim of this study is to provide an overview of the specificities (milk characteristics, production process, ripening biochemistry, composition, and sensory properties) and novelties of the world-famous traditional cheeses of the Eastern Mediterranean (EM). The EM area is remarkably heterogeneous (11 countries—Egypt, Israel, Lebanon, Syria, Türkiye, Cyprus, Greece, Albania, Montenegro, Bosnia and Herzegovina, and Croatia) in terms of cheese production, but there are some common features that can be associated with EM which are connected to the difficult geoclimaticconditions (hilly terrain and hot summers). Cheesemakers resort to some preservation methods, such as high salt content (in white-brined cheeses), high total solids content (in hard cheeses), the use of hot water in the treatment of the curd (in pasta filata cheeses), the addition of some local herbs with antimicrobial properties, and the use of animal skin sacks for cheese ripening. Due to the high proportion of whey as a by-product, whey is traditionally used in EM for the production of whey cheeses. Preserving the production of traditional EM cheeses is critical to maintaining their cultural significance and meeting the demand of consumers interested in the provenance, craftsmanship, and nutritional value of these unique products. Full article
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11 pages, 2939 KiB  
Article
A Novel Pathogenic TUBA1A Variant in a Croatian Infant Is Linked to a Severe Tubulinopathy with Walker–Warburg-like Features
by Akzam Saidin, Anet Papazovska Cherepnalkovski, Zeeshan Shaukat, Todor Arsov, Rashid Hussain, Ben J. Roberts, Marija Bucat, Klara Cogelja, Michael G. Ricos and Leanne M. Dibbens
Genes 2024, 15(8), 1031; https://doi.org/10.3390/genes15081031 - 5 Aug 2024
Viewed by 278
Abstract
Tubulinopathies are associated with malformations of cortical development but not Walker–Warburg Syndrome. Intensive monitoring of a Croatian infant presenting as Walker–Warburg Syndrome in utero began at 21 weeks due to increased growth of cerebral ventricles and foetal biparietal diameter. Monitoring continued until Caesarean [...] Read more.
Tubulinopathies are associated with malformations of cortical development but not Walker–Warburg Syndrome. Intensive monitoring of a Croatian infant presenting as Walker–Warburg Syndrome in utero began at 21 weeks due to increased growth of cerebral ventricles and foetal biparietal diameter. Monitoring continued until Caesarean delivery at 34 weeks where the infant was eutrophic. Clinical assessment of a progressive neurological disorder of unknown aetiology found a macrocephalic head and markedly hypoplastic genitalia with a micropenis. Neurological examination showed generalized hypotonia with very rare spontaneous movements, hypotonia-induced respiratory insufficiency and ventilator dependence, and generalized myoclonus intensifying during manipulation. With clinical features of hypotonia, lissencephaly, and brain malformations, Walker–Warburg Syndrome was suspected; however, eye anomalies were absent. Genetic trio analysis via whole-exome sequencing only identified a novel de novo mutation in the TUBA1A gene (NM_006009.4:c.848A>G; NP_006000.2:p.His283Arg) in the infant, who died at 2 months of age, as the likely cause. We report a previously unpublished, very rare heterozygous TUBA1A mutation with clinical features of macrocephaly and hypoplastic genitalia which have not previously been associated with the gene. The absence of eye phenotypes or mutations in Walker–Warburg-associated genes confirm this as not a new presentation of Walker–Warburg Syndrome but a novel TUBA1A tubulinopathy for neonatologists to be aware of. Full article
(This article belongs to the Special Issue Genetics of Rare Monogenic Neurodevelopmental Syndromes)
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17 pages, 863 KiB  
Article
Advancing Sustainable Nutrition: Enhancing Physical and Nutritional Qualities of Cookies with Apple Pomace Extrudates
by Jovana Petrović, Dušan Rakić, Biljana Pajin, Ivana Lončarević, Antun Jozinović, Dragana Šoronja-Simović, Ivana Nikolić, Jana Zahorec, Sunčica Kocić-Tanackov and Marijana Sakač
Sustainability 2024, 16(15), 6702; https://doi.org/10.3390/su16156702 - 5 Aug 2024
Viewed by 283
Abstract
Apple pomace is a by-product of the apple processing industry and can be used for various uses such as animal feed, for composting, or to extract valuable compounds such as pectin or antioxidants. In recent years, it has also gained attention as a [...] Read more.
Apple pomace is a by-product of the apple processing industry and can be used for various uses such as animal feed, for composting, or to extract valuable compounds such as pectin or antioxidants. In recent years, it has also gained attention as a potential food ingredient due to its fibre content and antioxidant properties. The aim of this study was to examine the effect of three parameters: the percentage of wheat flour replaced by extrudate (5%, 10%, and 15%), the percentage of apple pomace in the extrudate (15%, 30%, and 45% based on the mass of corn grits), and the particle size of the extrudate (<250 µm; 250–1000 µm; 1000–2000 µm) on the properties of cookies, using the Box–Behnken experimental design. The addition of extrudates enriched with apple pomace significantly increased the total fibre and ash content of the cookies. The hydroxymethylfurfural content also increased, but not above the permitted limits (25 mg/kg). The sensory quality was strongly influenced by the particle size, especially the hardness, graininess, and appearance of the cookies. The addition of extrudate led to a darker colour of the cookies and a significant increase in the proportion of red tones, but generally had no negative influence on the acceptability of the cookies and their microbiological stability during the 6-month storage period. Full article
(This article belongs to the Section Sustainable Food)
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9 pages, 201 KiB  
Article
The Impact of Selected Financial Ratios on Economic Value Added: Evidence from Croatia
by Robert Zenzerović and Manuel Benazić
J. Risk Financial Manag. 2024, 17(8), 338; https://doi.org/10.3390/jrfm17080338 - 5 Aug 2024
Viewed by 289
Abstract
Traditional financial performance measures should be extended to provide additional information to stakeholders. One such extension is the economic value added (EVA). It shows residual profit above the cost of financing, both creditors and equity financing. This paper elaborates on the impact of [...] Read more.
Traditional financial performance measures should be extended to provide additional information to stakeholders. One such extension is the economic value added (EVA). It shows residual profit above the cost of financing, both creditors and equity financing. This paper elaborates on the impact of selected financial ratios on EVA to total assets and EVA to capital employed using the 20-year aggregated data of non-financial business entities operating in Croatia. It answers the research question of which of the selected financial ratios impacts the above-mentioned EVA-based ratios. Applying dynamic panel data modeling using the generalized method of moments technique resulted in the derivation of two models. The human capital efficiency ratio was statistically significant in both models, positively affecting EVA/total assets and EVA/capital employed. In contrast, the debt ratio and net profit margin were significant only in the second model, where EVA/capital employed was a dependent variable. The research results indicate that the debt ratio affects EVA/capital employed negatively while the net profit margin has a positive effect, confirming the existing research. Total liabilities/earnings before interest, taxes, depreciation and amortization, and total asset turnover were not found to be significant in either of the two models. Full article
(This article belongs to the Special Issue Corporate Governance and Earnings Management)
28 pages, 21680 KiB  
Article
Predicting Behaviour Patterns in Online and PDF Magazines with AI Eye-Tracking
by Hedda Martina Šola, Fayyaz Hussain Qureshi and Sarwar Khawaja
Behav. Sci. 2024, 14(8), 677; https://doi.org/10.3390/bs14080677 - 5 Aug 2024
Viewed by 254
Abstract
This study aims to improve college magazines, making them more engaging and user-friendly. We combined eye-tracking technology with artificial intelligence to accurately predict consumer behaviours and preferences. Our analysis included three college magazines, both online and in PDF format. We evaluated user experience [...] Read more.
This study aims to improve college magazines, making them more engaging and user-friendly. We combined eye-tracking technology with artificial intelligence to accurately predict consumer behaviours and preferences. Our analysis included three college magazines, both online and in PDF format. We evaluated user experience using neuromarketing eye-tracking AI prediction software, trained on a large consumer neuroscience dataset of eye-tracking recordings from 180,000 participants, using Tobii X2 30 equipment, encompassing over 100 billion data points and 15 consumer contexts. An analysis was conducted with R programming v. 2023.06.0+421 and advanced SPSS statistics v. 27, IBM. (ANOVA, Welch’s Two-Sample t-test, and Pearson’s correlation). Our research demonstrated the potential of modern eye-tracking AI technologies in providing insights into various types of attention, including focus, engagement, cognitive demand, and clarity. The scientific accuracy of our findings, at 97–99%, underscores the reliability and robustness of our research, instilling confidence in the audience. This study also emphasizes the potential for future research to explore automated datasets, enhancing reliability and applicability across various fields and inspiring hope for further advancements in the field. Full article
(This article belongs to the Section Behavioral Economics)
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