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1.
Protection of workers in relation to the use of artificial intelligence in the workplace
Asja Lešnik, 2025, izvirni znanstveni članek

Opis: This article examines the impact of artificial intelligence (AI) on all stages of the employment relationship and analyses whether the current legal framework adequately protects workers from the risks posed by the use of AI in the workplace. The focus is on Slovenian labour law, while also considering relevant international and EU legal sources such as the AI Act, the Directive on Improving Working Conditions in Platform Work, the GDPR, and the EU Charter of Fundamental Rights. The author addresses legal challenges including discrimination, data protection, privacy, occupational safety and health, and liability for damages. The article finds that while some protective mechanisms already exist, none of the analysed legal sources comprehensively regulate AI use in employment relationships. To ensure effective worker protection, the author argues for either the amendment of current laws or the adoption of dedicated legislation. Since AI will play an even more significant role in Labour Law in the future, it is crucial for the law to adapt in a timely manner to the new challenges posed by AI.
Ključne besede: artificial intelligence, algorithmic management, automation of work processes, discrimination, data protection, privacy protection, occupational safety and health, liability, worker protection, legal framework
Objavljeno v DKUM: 02.10.2025; Ogledov: 0; Prenosov: 5
.pdf Celotno besedilo (1,02 MB)
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2.
Motherhood gap and employer discrimination : a qualitative investigation in the German context
Yvonne Ziegler, Regine Graml, Uli Vincenzo, Kristine Khachatryan, 2023, izvirni znanstveni članek

Opis: Background: Motherhood penalty has often been considered the base for the wage gap and the glass ceiling phenomena. It represents a delicate topic in gender equality since its effects tend to persist over medium to long time periods and its validity holds in most countries. The study has been designed to investigate the specific contribution of employer discrimination to the overall motherhood penalty in socioeconomic contexts characterized by the archetype of the “male breadwinner model”, which has been further exacerbated by the recent Covid-19 pandemic. Methods: The employer discrimination phenomenon has often been treated as a black box, since longitudinal data and panel regression modelling were unsuitable to assess the magnitude of the effect of this variable on the overall motherhood penalty. For this study, we addressed this gap by focusing on employer discrimination in the specific context of Germany. The work is based on data generated from a survey conducted among 2,130 working mothers and it is presented as a qualitative content analysis. Results: Our qualitative angle on the employer discrimination phenomenon confirmed previous quantitative investigations. Firstly, the employer attitude toward working mothers conformed to the “second shift” hypothesis, with highly skilled mothers in managerial roles in particular experiencing the largest motherhood gap in our sample. Secondly, we found confirmation for the theory of human capital, with working mothers seeing their career progression come to a halt or temporary slowdown, and pending salary increases not implemented as originally planned. Finally, we found employer discrimination taking various forms, the most frequent being a mismatch between skills level of the working mothers and the suggested new role post parental leave. Conclusion: Our study confirms the previous academic investigations on the topic discussing the antecedents of the motherhood gap, namely the “second shift” hypothesis and the work-effort hypothesis. Ultimately, employers seem to trigger, voluntarily or not, certain career choices for working mothers (e.g., “mother-friendly” arrangements) which cause the motherhood gap to increase, and thus further reinforce the traditional male breadwinner model.
Ključne besede: gender studies, motherhood penalty, employer discrimination, glass ceiling, content analysis
Objavljeno v DKUM: 24.09.2025; Ogledov: 0; Prenosov: 4
.pdf Celotno besedilo (940,44 KB)
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3.
Do large, sustained economic freedom reforms hurt or improve women’s economic rights?
Tibor Rutar, 2025, izvirni znanstveni članek

Opis: Does economic freedom come at the expense of women’s economic rights, or does it instead help improve them? Presently, there are almost no studies investigating this issue, and what evidence exists is mostly correlational. This paper presents findings from matching analyses with the explicit aim of addressing the likely endogenous relationship between economic freedom and respect for women’s economic rights. Using the latest data (up to 2022), estimates from matching methods, as well as supplementary regressions based on conditional mixed-processes, all point to economic freedom having an improving effect. Two components of economic freedom – sound money and freedom of international trade – seem most likely to drive the aggregate result. The uncovered positive aggregate effect is robust to an extensive set of control variables, tweaks in the operationalization of treatment, and varying the post-treatment period.
Ključne besede: economic freedom, women's economic rights, market liberalization, economic gender inequality, gender discrimination
Objavljeno v DKUM: 09.07.2025; Ogledov: 0; Prenosov: 5
.pdf Celotno besedilo (1,00 MB)
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4.
On the Wiener-like root-indices of graphs
Simon Brezovnik, Matthias Dehmer, Niko Tratnik, Petra Žigert Pleteršek, 2025, izvirni znanstveni članek

Opis: In this paper, we examine roots of graph polynomials where those roots can be considered as structural graph measures. More precisely, we prove analytical results for the roots of certain modified graph polynomials and also discuss numerical results. As polynomials, we use, e.g., the Hosoya, the Schultz, and the Gutman polynomial which belong to an interesting family of degree-distance-based graph polynomials; they constitute so-called counting polynomials with non-negative integers as coefficients and the roots of their modified versions have been used to characterize the topology of graphs. Our results can be applied for the quantitative characterization of graphs. Besides analytical results on bounds and convergence, we also investigate other properties of those measures such as their degeneracy which is an undesired aspect of graph measures. It turns out that the measures representing roots of graph polynomials possess high discrimination power on exhaustively generated trees, which outperforms standard versions of these indices. Furthermore, a new measure is introduced that allows us to compare different topological indices in terms of structure sensitivity and abruptness.
Ključne besede: graph theory, Hosoya polynomial, Schultz polynomial, Gutman polynomial, root-index, discrimination power, structure sensitivity
Objavljeno v DKUM: 03.07.2025; Ogledov: 0; Prenosov: 5
.pdf Celotno besedilo (1,29 MB)
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5.
Zagreb root-indices of graphs with chemical applications
Niko Tratnik, Petra Žigert Pleteršek, 2024, izvirni znanstveni članek

Opis: Root-indices of graphs are mathematical tools that help us to understand complex systems, like molecules and networks, by capturing key structural information. In this study, we introduce two new root-indices, the first and the second Zagreb root-index, and we analyze their properties. We apply these indices to chemical structures like benzenoid molecules and octane isomers, showing that they sometimes provide better insights than traditional indices. We also compare the effectiveness of several root-indices with their standard versions, highlighting their ability to distinguish between different graph structures.
Ključne besede: first Zagreb index, second Zagreb index, root-indices, octane isomers, discrimination power
Objavljeno v DKUM: 19.12.2024; Ogledov: 0; Prenosov: 7
.pdf Celotno besedilo (322,83 KB)
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6.
Climate change-related displacement and the determination of refugee status under the 1951 Refugee Convention
Elijah Sriroshan Sritharan, 2023, izvirni znanstveni članek

Opis: Climate change and climate-driven migration are two of the defining challenges of the twenty-first century, and there is no legal framework for protecting those displaced across national borders for climate-related reasons. The 1951 Refugee Convention hardly applies to human mobility in the context of climate change. This paper was written in the hopes of initiating a discussion concerning an alternative perspective through which persons fleeing natural disasters linked to climate change may satisfy the eligibility conditions for recognition of refugee status. Expanding the definition of refugee as defined in the Convention by including the notion of vulnerability to climate disasters that are caused by the underlying socio-economic conditions in the claimant’s home country and the role of discrimination in causing differential exposure to the climate-related disasters in legal definitions might open the door for the availability of refugee status for persons fleeing in the context of climate change. This paper proposes the adoption of a reformed human rights-based interpretation, particularly with regard to the individual nature of refugee status determination. Recalibrating the Convention to facilitate climate-induced migration could reduce political tension and social unrest in receiving countries.
Ključne besede: climate change, climate-driven migration or displacement, climate migrants, climate refugees, determination of refugee status, the 1951 refugee convention, human rights-based approach, socio-economic conditions, vulnerability to climate disasters, the role of discrimination, rights-based climate litigation
Objavljeno v DKUM: 19.04.2024; Ogledov: 168; Prenosov: 36
.pdf Celotno besedilo (476,43 KB)
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7.
Selected aspects of human life in civil and criminal law
2021, zbornik

Opis: The scientific monograph 'Selected aspects of human life in civil and criminal law' comprises ten contributions. The authors analyse various aspects of the meaning of human life in the light of selected topics in civil and criminal law. The Slovenian and Turkish authors, aware of the importance and sensitivity of the overarching theme of the scientific monograph, provide an analysis of selected pressing topics (e.g. honour killing, disinheritance, crimes against life and limb, vulnerability of certain social groups (elder persons)) in the light of both national, as well as of international regulation and relevant case-law. The scientific monograph thus provides the reader with an insight into historical, current and future aspects of human life.
Ključne besede: right to life, discrimination, honor killing, criminal offences against life, marriage
Objavljeno v DKUM: 25.05.2021; Ogledov: 934; Prenosov: 25
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How to reduce discrimination in the workplace : the case of Austria and Taiwan (R.O.C.)
Vito Bobek, Anita Maček, Sarah Anna Bradler, Tatjana Horvat, 2018, izvirni znanstveni članek

Opis: To intervene against discriminatory in the workplace is tremendously important because discriminatory practices have an enormous economic impact, along with a severe impact on psychological health, which can result in illnesses such as depression and burnout. Such intervention requires a multidimensional approach, including the whole organization and a systematic procedure. The aim of this paper is to offer suggestions on how to reduce discrimination in the workplace in Austria and Taiwan. To reach this aim, a qualitative study was conducted. It showed that education, active positioning of companies, leadership and diligent selection of employees, discussion and analysis, psychological support, governmental policies, and aspects of language and talking gender-wise are the most important steps to decrease or eliminate discrimination in the workplace.
Ključne besede: discrimination, business practices, leadership, workplace
Objavljeno v DKUM: 10.10.2018; Ogledov: 1782; Prenosov: 240
.pdf Celotno besedilo (738,53 KB)
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10.
The legal nature of doctor patient relationship in Turkish medical law
Yener Ünver, 2016, izvirni znanstveni članek

Opis: The article discusses the relationship between the physician and the patient through different branches of Turkish Law. The author explains the legal theory of physician (as self-employed as well as employed in hospital) – patient relationship in the limits of legislation and court practices, and gives special emphasis on contemporary open questions in Turkish Law. Special intentions is given also to criminal law, duty to inform, liability and consent. The author presents contemporary constitutional and supreme court decision relating to the Casarean, plastic surgery, burden of proof, compensations ...
Ključne besede: patient, physician, discrimination, criminal law, Turkish law
Objavljeno v DKUM: 08.10.2018; Ogledov: 1079; Prenosov: 171
.pdf Celotno besedilo (405,60 KB)
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