1. Identifying key risks for nonfinancial companiesTimotej Jagrič, Stefan Otto Grbenic, Aljaž Herman, Maša Galun, 2025, izvirni znanstveni članek Opis: This month’s edition of the IFAI Global Risk Radar offers a comprehensive assessment of global risk signals, derived from news sources worldwide and IFAI’s expanded taxonomy of financial, operational, environmental, market, geopolitical, and systemic risks. The analysis indicates a marked divergence among risk groups, with customer-facing risks, organisational culture, and operational disruptions exhibiting elevated Risk Frequency Indicators, while environment-related and ESG-linked risks remain in a cooling phase. At the individual-risk level, corruption and fraud, change-management failures, and water-supply crises show the strongest upward deviations relative to historical patterns, reffecting a broader global environment characterised by governance concerns, infrastructure fragilities, and climate-related stress. Several high-frequency indicators display co-movements that align with recent geopolitical escalation, heightened market volatility, and tightening financial conditions in multiple regions. These findings align with recent international policy reports that document persistent inffationary pressures (IMF, 2025), governance-related vulnerabilities (OECD, 2025a), and rising political instability in several emerging markets (World Bank, 2025). For companies, the implications are substantial: a combination of structural shocks, rapid shifts in investor sentiment, and intensifying supply-chain fragility requires a more adaptive and data-driven risk management approach. Ključne besede: risk register, AI detection risk model, high frequencies analysis Objavljeno v DKUM: 12.12.2025; Ogledov: 0; Prenosov: 1
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2. International energy security risk index - analysis of the methodological settingsIztok Podbregar, Goran Šimić, Mirjana Radovanović, Sanja Filipović, Polona Šprajc, 2020, izvirni znanstveni članek Opis: The main objective of this paper is to analyze model settings of the International Energy Security Risk Index developed by the U.S. Chamber of Commerce. The study was performed using stepwise regression, principal component analysis, and Promax oblique rotation. The conclusion of the regression analysis shows that Crude Oil Price and Global Coal Reserves are sufficient to explain 90% of the variance of the Index. However, if a model that explains 100% of the variance of the Index is chosen and other variables are added, Global Coal Reserves loses importance due to the presence of other parameters in which it is contained. Regardless of the chosen model of analysis, it is evident that there is room for revising the Index and removing variables that do not contribute to its precision. The research showed that the main disadvantage of the variables that make up the Index rests with the fact that the variables are of different degrees of generality, that is, one parameter is contained in other parameters (unclear which other). The research covers data for 25 countries over a 26-year period, with the first year of the research being 1980 and the last 2016 (the latest available report). Ključne besede: international energy security risk index, analysis, stepwise regression, principal component analysis, Promax oblique rotation Objavljeno v DKUM: 04.02.2025; Ogledov: 0; Prenosov: 24
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3. The international energy security risk index in sustainable energy and economy transition decision making - a reliability analysisIztok Podbregar, Goran Šimić, Mirjana Radovanović, Sanja Filipović, Damjan Maletič, Polona Šprajc, 2020, izvirni znanstveni članek Opis: The world economy and society are in a complex process of transition characterized by a high degree of uncertainty. Therefore, further development and management of the transition will largely depend on the quality of the decisions made and, accordingly, on the decision-making process itself. The main goal of this study is to analyze the reliability of International Energy Security Risk Index as a tool to support the process of energy and economy transition decision making, as closely related and highly interdependent phenomena. The index is composed of 29 aggregated variables (grouped into eight categories), and the research is conducted on a research sample of 25 countries over a period of 36 years. The reliability assessment is performed by using Multiple Regression Analysis. Multicollinearity test, plus Multicollinearity test with Variance Inflation Factors, is used for methodological verification. The test results indicate a high degree of unreliability of the Index, as is concluded based on the observed errors in its methodological settings. These errors primarily relate to a high degree of multicollinearity in all 29 variables, whereby independent variables lose their independence and thus jeopardize reliability of the total Index. Out of the eight groups of variables, the fuel imports group is the only one that does not show big methodological errors. The paper presents a recommendation for the improvement of the observed Index (review of the role of individual variables found to be particularly methodologically indicative), as well as a recommendation for different distribution of weighting coefficients. Ključne besede: energy and economy transition, decision making, international energy security risk index, multiple regression analysis, multicollinearity test, multicollinearity test with variance inflation factors Objavljeno v DKUM: 04.02.2025; Ogledov: 0; Prenosov: 12
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4. Don't leave your heart at work : profiles of work-life interference and cardiometabolic riskKatja Kerman, Sara Tement, Christian Korunka, 2021, izvirni znanstveni članek Opis: The present study adopts an exploratory, person-oriented approach to investigate possible patterns of work-life interference. We examine work–life interference from a cognitive (i.e., thinking about work), behavioral (i.e., engaging in work-related behavior), and performance perspective (i.e., reduced functionality in private life, or work–life conflict) in order to identify profiles of employees that could potentially remain uncovered with variable-oriented research. Furthermore, as work–life interference relates to well-being and health, we were interested in exploring possible differences between profiles in emotional exhaustion, cardiometabolic risk, and health-related behavior. Self-report data on work–life interference and well-being, as well as objective health data, were collected from a heterogeneous sample of 289 employees.
Four profiles with different patterns of work–life interference were identified. Out of the four profiles, two profiles reported moderate and high work–life interference (the Moderate Interference and High Interference profiles). The other two profiles revealed distinct combinations of moderate and low performance and behavioral interference (the Low Performance Interference and Low Behavioral Interference profiles). The High Interference and Low Behavioral Interference profiles were identified as risk groups in terms of cardiometabolic health, while the Low Performance Interference and Moderate Interference profiles
showed low to no risk. Regarding work-related well-being, the High Interference profile showed the highest risk of emotional exhaustion. Ključne besede: work-life interference, person-oriented approach, latent profile analysis, well-being, cardiometabolic risk Objavljeno v DKUM: 12.04.2024; Ogledov: 236; Prenosov: 42
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5. Food risk analysis : Towards a better understanding of “hazard” and “risk” in EU food legislationAna-Andreea Cioca, Livija Tušar, Tomaž Langerholc, 2023, izvirni znanstveni članek Opis: For risk communication, it is important to understand the difference between “hazard” and “risk”. Definitions can be found in Codex Alimentarius and the European Union (EU) General Food Regulation (EC) No. 178/2002. The use of these terms as synonyms or their interchange is a recurrent issue in the area of food safety, despite awareness-raising messages sent by EFSA (European Food Safety Authority) and other interested entities. A quick screening of the EU’s food regulations revealed several inconsistencies. Hence, it was considered necessary to further investigate if regulations could act as a source for this problem. A software tool was developed to support the detection and listing of inconsistent translations of “hazard” and “risk” in certain EU food regulations. Subsequently, native-speaking experts working in food safety from each EU country were asked to provide their individual scientific opinion on the prepared list. All data were statistically analysed after applying numerical scores (1–5) describing different levels of consistency. Results showed that the most common problem was the interchange of “hazard” with “risk” and vice versa. This lack of consistency can create confusion that can further translate into misjudgments at food risk assessment and communication levels. Ključne besede: risk analysis, risk communication, hazard, risk, food regulation, food safety Objavljeno v DKUM: 12.03.2024; Ogledov: 460; Prenosov: 351
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6. Risk management according to ISO 31000Borut Jereb, Matjaž Knez, Darja Kukovič, Tina Cvahte Ojsteršek, Matevž Obrecht, 2016, samostojni znanstveni sestavek ali poglavje v monografski publikaciji Opis: Organizations of all types and sizes face internal and external factors and influences that make it uncertain whether and when they will achieve their objectives. The effect this uncertainty has on an organization's objectives is «risk».
Although the practice of risk management has been developed over time and within many sectors in order to meet diverse needs, the adoption of consistent processes within a comprehensive framework can help to ensure that risk is managed effectively, efficiently and coherently across an organization. The generic approach described in this International Standard provides the principles and guidelines for managing any form of risk in a systematic, transparent and credible manner and within any scope and context.
All activities of an organization involve risk. Organizations manage risk by identifying it, analysing it and then evaluating whether the risk should be modified by risk treatment in order to satisfy their risk criteria. Throughout this process, they communicate and consult with stakeholders and monitor and review the risk and the controls that are modifying the risk in order to ensure that no further risk treatment is required. ISO 31000 describes this systematic and logical process in detail. (IS0 31000, 2009). Ključne besede: risk management, risk analysis, risk evaluation, business, organizations, companies Objavljeno v DKUM: 10.05.2018; Ogledov: 1574; Prenosov: 123
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7. Business model optmization based on value management principles - the case of Krka d.d.Gregor Gavranič, 2017, diplomsko delo Opis: The subsequent bachelor’s thesis comprises an investment report with equity valuation of Krka, d.d. company, the largest Slovenian company and one of the leading generic pharmaceutical companies in region.
Overall, the financial sector is coping with low interest rates and more and more investors are willing to enter the capital markets directly. The Slovenian equity markets was struggling to pick up the pace after the last major financial crisis, which was almost 10 years ago. The bull trend in other major and biggest markets in the world is on to set new records day by day. We try to find out if the company under scrutiny is attractive for investors and what upside potential it has in the future.
The analysis is presented trough most appropriate, popular and renowned techniques that surround equity research and is followed by the creation of final recommendation. Those are Discounted Cash Flow (DCF), Economic Value Added (EVA), Dividend Discount Model (DDM), Relative Multiples Valuation (RMV). Additionally, the approaches like Porter’s five forces analysis, SWOT analysis, Sensitivity analysis, Altman Z-score, Piotroski F-score, Beneish M-score, and Monte Carlo Simulation (MSC) were made. Since equity markets provide a bigger risk for investors, we try to investigate how risky is a particular company and sector. The investment risks and Weighted Average Cost of Capital (WACC) will help us do that. Risks and the future business surrounding also include macroeconomic analysis, which is also performed and helps us understand the topic under discussion better..
The key part of the thesis presents the building of financial valuation model with many variables and weighting it accordingly. The final fair value price is set and commented. In the conclusion, we summarise all our findings. Furthermore, some relevant facts are exposed and projected into the forecasted period.
At the end we can conclude that the Value-based Management (VBM) gives clear result and projects a path for future development. The company that was used for the research is a perfect example how VBM methods used for valuation can provide us with broader picture and inform investors about the company. On the other hand, the methods can also provide a large source of information that can be useful to the company’s management. Ključne besede: Macroeconomic analysis, valuation methods, Monte Carlo simulation, intrinsic value, risk profile Objavljeno v DKUM: 30.11.2017; Ogledov: 3049; Prenosov: 316
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8. The analysis of barriers in succession processes of family business with the use of grey incidence analysis (Polish Perspective)Ewa Więcek-Janka, Rafał Mierzwiak, Joanna Kijewska, 2016, izvirni znanstveni članek Opis: The article presents results of research on the identification and evaluation of barriers faced by successors in family businesses during the first process of succession. The analysis of empirical material used grey systems theory, which was considered as an equivalent for the analysis of small samples and qualitative research. While conducting the literature review and empirical study, the authors concentrated on (a) the identification of barriers in the development of family firms and (b) eliciting the perspective of the new generation of owners in family firms entering the succession process through an empirical analysis of the assessed level of risk in relationships with family and business. Ključne besede: family business, company performance, business efficiency, leadership, ownership, family, risk, research, grey incidence analysis, grey system theory Objavljeno v DKUM: 14.11.2017; Ogledov: 1483; Prenosov: 435
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9. Insights into population health management through disease diagnoses networksKeith Feldman, Gregor Štiglic, Dipanwita Dasgupta, Mark Kricheff, Zoran Obradović, Nitesh Chawla, 2016, izvirni znanstveni članek Opis: The increasing availability of electronic health care records has provided remarkable progress in the field of population health. In particular the identification of disease risk factors has flourished under the surge of available data. Researchers can now access patient data across a broad range of demographics and geographic locations. Utilizing this Big healthcare data researchers have been able to empirically identify specific high-risk conditions found within differing populations. However to date the majority of studies approached the issue from the top down, focusing on the prevalence of specific diseases within a population. Through our work we demonstrate the power of addressing this issue bottom-up by identifying specifically which diseases are higher-risk for a specific population. In this work we demonstrate that network-based analysis can present a foundation to identify pairs of diagnoses that differentiate across population segments. We provide a case study highlighting differences between high and low income individuals in the United States. This work is particularly valuable when addressing population health management within resource-constrained environments such as community health programs where it can be used to provide insight and resource planning into targeted care for the population served. Ključne besede: population screening, risk factors, network analysis Objavljeno v DKUM: 23.06.2017; Ogledov: 1537; Prenosov: 407
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10. Diskontna mera pri uporabi metod, ki temeljijo na diskontiranem denarnem toku za potrebe analize nepremičninskih investicij in vrednotenja nepremičninIgor Pšunder, Andreja Cirman, 2011, pregledni znanstveni članek Opis: Uporaba metod analize nepremičninskih in drugih naložb, ki temeljijo na diskontiranju denarnega toka, se je uveljavila šele v zadnjih nekaj desetletjih. Kljub relativno veliki razširjenosti metod, ki temeljijo na diskontiranju denarnega toka, projektni vodje po lastnem mnenju ne poznajo dovolj posebnosti metod, celo takšnih ne, ki bi lahko privedle do napačnih odločitev (npr. navzkrižne indikacije metode neto sedanje vrednosti in notranje donosnosti). Ena ključnih pomanjkljivosti uporabe metod analize naložb, ki temeljijo na diskontiranju denarnega toka, pa je ne dovolj natančnodoločena diskontna mera oziroma mera kapitalizacije. Metode, ki temeljijo na diskontiranju denarnega toka, niso namenjene zgolj analizi ekonomske upravičenosti projektov, temveč je na diskontiranem denarnem toku zasnovano tudi vrednotenje posebnih nepremičnin v sistemu množičnega vrednotenja nepremičnin v Sloveniji. V tem članku je obravnavan pomen diskontne mere za analizo in vrednotenje nepremičninskih projektov. V teoretičnem delu so predstavljene zasnova metod, ki temeljijo na diskontiranemdenarnem toku, sestava diskontne mere in mere kapitalizacije ter simulacija vpliva diskontne mere oziroma mere kapitalizacije na rezultate evalvacije in vrednotenja. Empirični del sloni na anketi med pooblaščenimi ocenjevalci vrednosti nepremičnin pri nas. Anketa je bila izvedena v februarjuin marcu 2011 med pooblaščenimi ocenjevalci vrednosti nepremičnin, v njej je sodelovalo 32,9 % vseh pooblaščenih ocenjevalcev vrednosti nepremičninv Sloveniji. Odgovori so statistično obdelani, iz rezultatov pa so pridobljeni podatki za diskontno mero za različne vrste nepremičnin ter izračunane premije za tveganja ter premije za ohranitev kapitala pri različnihvrstah nepremičnin. Ključne besede: diskontna mera, mera kapitalizacije, premija za tveganje, premija za ohranitev kapitala, neto sedanja vrednost, analiza nepremičninskih naložb, discount rate, capitalisation rate, risk premium, capital recovery premium, net present value, real estate investment analysis, special real estate appraisal Objavljeno v DKUM: 10.07.2015; Ogledov: 2723; Prenosov: 138
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