This study examines the influence of the COVID-19 crisis on academic expectations among international students from north-western China. According to past studies, academic expectations are multifaceted, making it critical to test the methods employed to assess this fundamental trait. The outbreak of COVID-19 has resulted in various significant changes in education, which have shifted from traditional to online or mixed formats. As a result, examining international students' academic expectations along with their interactions with adopted technologies is a topic that addresses (...) the current situation and issues. A mixed approach, comprising two different instruments, was followed to achieve this primary objective. While a survey with a questionnaire was undertaken with 551 international students, divided into two groups, ten students were interviewed during and after the lockdowns. The findings revealed that COVID-19 had a significant impact on the academic expectations of students as well as many elements such as training for employment, personal and social development, international student mobility, motivation, social pressure, and social interaction with the help of supporting technologies. In terms of gender, men outperformed women in motivation, social interaction, training for employment, and personal and social development factors. Similarly, as per the grade variable, the same higher trend was seen in postgraduates. Based on these findings, a set of recommendations was put forward. In the future, technology will be helpful in China's educational sector, such as online group collaboration, open education, managing student retention, and supervising teachers' recruitment. (shrink)

This study includes an analytical study of the term "Qiyās al-Adna” among the Scholars of Uṣūl al-Fiqh. It is known that the Qiyās is divided into the following types: an analogy of higher order (Qiyās al-Awla), an analogy of an equivalent order (Qiyās al-Musawi), an analogy of a lower order (Qiyās al-Adna). However, Qiyās al-Adna raised issues and objections among some scholars, in past and present; hence, there is an urgent need to present a comprehensive study that shows the meaning (...) of Qiyās al-Adna for those who advocate it, discusses the objections and issues that have been raised about it, and clarifies its connection to other Qiyās types. Moreover, the study will concern the applied side of Qiyās al-Adna by explaining how jurists used it. The researcher used the analytical method and referred to the most important, ancient and modern Uṣūl al-Fiqh sources and references. The study concluded with results, the most prominent of which is that the Qiyās al-Adna has two meaning: the first is that in which the original case is more deserving of legal ruling than the new or parallel case, so the new case is considered as a lower order, and the second is that the effective cause in the new case is weaker than in the original case. Among the results of the study is that the objections directed to the Qiyās al-Adna are weak, and that it is not limited to the presumptive Qiyās on the most correct opinion, also, that the jurists used the term Qiyās al-Adna in the second meaning, which says that the lower order is in its effective cause, not the legal ruling. (shrink)

Farīd al-Dīn Abu al-Ḥasan ‘Alī b. al-Fahhād’s astronomical tradition as represented in the prolegomenon to his Alā’ī zīj (1172 AD) shows his experimental examination of the theories of his predecessors and testing the circumstances of the synodic phenomena as derived from the theories developed in the classical period of medieval Middle Eastern astronomy against his own observations. This work was highly influential in late Islamic astronomy and was translated into Greek in the 1290s. He evaluated al-Battānī’s Ṣābi’ zīj (d. 929 (...) AD) and al-Khāzinī’s Sanjarī zīj (fl. 1115 AD) with regard to the conjunction between Jupiter and Saturn in 1166 AD and found the errors of, respectively, about 35 and 10 days in the times predicted, which are verified by a recalculation on the basis of these works and modern theories. His inspection of the four solar theories established by his Islamic predecessors with respect to the quantitative differences between their predicted times for the occurrence of the vernal equinoxes is also correct. His calculation of the parameters of the solar and lunar eclipses in April 1176 has the errors of up to 1 h in the time and one digit in the magnitude. A general result of this study is that solely the evaluation of the synodic phenomena could mislead the judgment about the reliability and worthiness of the contemporary theories. (shrink)

Ibn al-Zarqālluh (al-Andalus, d. 1100) introduced a new inequality in the longitudinal motion of the Moon into Ptolemy’s lunar model with the amplitude of 24′, which periodically changes in terms of a sine function with the distance in longitude between the mean Moon and the solar apogee as the variable. It can be shown that the discovery had its roots in his examination of the discrepancies between the times of the lunar eclipses he obtained from the data of his eclipse (...) observations over a 37-year period in the latter part of the eleventh century and the predictions made on the basis of the lunar theories in the Mumta $$\textit{\d{h}}$$ an zīj (Baghdad, ca. 830) and al-Battānī’s zīj (Raqqa, d. 929), which were available to him at the time. What Ibn al-Zarqālluh found is, in fact, a special case of the annual equation of the Moon, which is applicable in the oppositions and, thus, in the lunar eclipses. The inequality was discovered independently by Tycho Brahe (d. 1601) and Johannes Kepler (d. 1630). As Ibn Yūnus (d. 1009) reports in his $$\textit{\d{H}}$$ ākimī zīj, Ibn al-Zarqālluh’s medieval Middle Eastern predecessors, the Persian astronomers Māhānī (d. ca. 880) and Nayrīzī (d. 922) as well as ‘Alī b. Amājūr (fl. ca. 920), were already acquainted with the problem of the eclipse timing errors, but it had remained unresolved until Ibn Yūnus provided a provisional, and incorrect, solution by reducing the size of the lunar epicycle. As we argue, the diverse ways to tackle the same problem stem from two different methodologies in astronomical reasoning in the traditions developed separately in the Eastern and Western regions of the medieval Islamic domain. (shrink)

It is well known in the usûl al-fiqh (fundamental principles of Islamic law) that the Mukallaf (accountable person) is either a Mujtahid or a Muqallid. Mujtahid is a title given to the Islamic jurist who has the ability to arrive at rulings; thus, he is required to practice Ijtihad. While Muqallid is the person who has no ability to conduct such activities; thus, he is required to follow the Mujtahids. Taqlid (conformity of one person to the ijtihad of another) of (...) the four Imams has been common among Muslims since the fourth century of the hijri, their madhhabs including its origins and branches have been well established, and many scholars and laypersons have followed them since that era till the time being. The second considers that restricting imitation (Taqlid) to these schools of thought has caused the stagnation of Islamic jurisprudence and its inability to keep pace with the times. The research dealt with these two points of view and followed the method of comparison and analysis. The two points of view on the issue were presented and discussed, and then the implications in contemporary reality were explained. The research used books written in the science of jurisprudence in general and in the section of Juristic Interpretation and Imitation in particular, in addition to books written in the history of jurisprudence. The research reached several results, most notably are as follow: 1) the need to adhere to the four schools of thought (Madhhabs) in all actions and fatwas and not to depart from them except for necessity and need, 2) these Madhhabs represent the jurisprudential identity of the Sunnis group, it should not be underestimated, and that it is sufficient to meet most of the needs of the age. It is not correct to describe the commitment to it as inertia. The call for liberation from the jurisdiction of the four schools of thought resulted in corruption, the most important of which is the lack of discipline in fatwas and providing fatwas with abnormal sayings. (shrink)

The psychological cost on emotional well-being due to the collateral damage brought about by COVID-19 in accessing oncological services for breast cancer diagnosis and treatment has been documented by recent studies in the United Kingdom. The current study set out to examine the effect of delays to scheduled oncology services on emotional and cognitive vulnerability in women with a breast cancer diagnosis in Iran, one of the very first countries to be heavily impacted by COVID-19. One hundred thirty-nine women with (...) a diagnosis of primary breast cancer answered a series of online questionnaires to assess the current state of rumination, worry, and cognitive vulnerability as well as the emotional impact of COVID-19 on their mental health. Results indicated that delays in accessing oncology services significantly increased COVID related emotional vulnerability. Regression analyses revealed that after controlling for the effects of sociodemographic and clinical variables, women’s COVID related emotional vulnerability explained higher levels of ruminative response and chronic worry as well as poorer cognitive function. This study is the first in Iran to demonstrate that the effects of COVID-19 on emotional health amongst women affected by breast cancer can exaggerate anxiety and depressive related symptoms increasing risks for clinical levels of these disorders. Our findings call for an urgent need to address these risks using targeted interventions exercising resilience. (shrink)

Undoubtedly, environmental damage is one of the most important challenges facing contemporary human beings. This is important because the signs that threaten this damage have now become apparent, threatening humans with widespread environmental pollution. On the other hand, humanity will not be able to live a normal life without a safe and healthy environment. Therefore, preservation and protection of the environment, as the most important basic needs of survival, are considered by everyone, including researchers. As a consequence, various studies aim (...) to identify the factors that play a role in how humans and the environment interact. To this end, the present study considered the comprehensiveness of Islam and paid attention to all human needs, and intended to examine the role of religious beliefs on how to interact with the environment. It is worth mentioning that the statistical population of this study comprised 387 Iranian Muslim students from different universities in Iran. After the distribution of standardised research questionnaires whose validity and reliability was confirmed, the collected data were analysed by statistical software. Finally, the results concluded the following: The investigated statistical population pledged and bonded to religious instructions, the investigated statistical population had an appropriate interaction with the environment and the obligation and pledge to religious beliefs had a positive and significant role in people interacting with the environment so that people with strong religious beliefs had a more appropriate interaction with the environment, in opposition to people with less religious beliefs whose interaction with the environment was not apt.Contribution: This research provides further insight into the relations between Theology, religious beliefs and the interaction of people with the environment. (shrink)

Major neurocognitive changes occur during adolescence, making this phase as one of the most critical developmental period of life. Furthermore, this phase in life is also the time in youth substance use has its onset. Several studies demonstrated the differential associations of alcohol and cannabis use concerning the neurocognitive functioning of both males and females. Past and contemporary literature on gender-specific effects in neuroscience of addiction is predominantly based on cross-sectional datasets and data that is limited in terms of measurement (...) variability. Given the importance of gender-specific effects in addiction studies, and in order to address the two above-mentioned gaps in the literature, the present study aimed to compare neurocognitive functioning of male and female adolescents in the context of cannabis and alcohol use, while employing a longitudinal design with multiple repeated measurements. Participants were 3,826 high school students (47% female; mean age, 12.7), which were recruited from 31 high schools in the greater Montreal area. Participants were requested to complete annual surveys for five consequent years, from 7th to 11th grade, assessing their alcohol/cannabis use and neurocognitive functioning (working memory, delayed recall memory, perceptual reasoning, and inhibition control). The analytical strategy was focused on the longitudinal association between each predictor (female, male) and each of the outcomes (domains of neurocognitive functioning). Multilevel linear models assessed the association of alcohol and cannabis consumption and the four domains of neurocognitive functioning. Results revealed a gender by within-subject interaction, suggesting a weaker effect of yearly fluctuation of cannabis use on working memory among males compared to females. Our findings suggest a different pattern of neurocognitive impairment of female and male working memory after using cannabis over the course of adolescence. Early initiation of cannabis use potentially results in more spatial working memory deficits in female adolescents. This may negatively influence young females’ capacity in academic settings and lead to significant impairment in adulthood, which critically decreases the individual’s quality of life. (shrink)

Purpose Along with the various beneficial uses of artificial intelligence, there are various unsavory concomitants including the inscrutability of AI tools, the fragility of AI models under adversarial settings, the vulnerability of AI models to bias throughout their pipeline, the high planetary cost of running large AI models and the emergence of exploitative surveillance capitalism-based economic logic built on AI technology. This study aims to document these harms of AI technology and study how these technologies and their developers and users (...) can be made more accountable. Design/methodology/approach Due to the nature of the problem, a holistic, multi-pronged approach is required to understand and counter these potential harms. This paper identifies the rationale for urgently focusing on human-centered AI and provide an outlook of promising directions including technical proposals. Findings AI has the potential to benefit the entire society, but there remains an increased risk for vulnerable segments of society. This paper provides a general survey of the various approaches proposed in the literature to make AI technology more accountable. This paper reports that the development of ethical accountable AI design requires the confluence and collaboration of many fields and that lack of diversity is a problem plaguing the state of the art in AI. Originality/value This paper provides a timely synthesis of the various technosocial proposals in the literature spanning technical areas such as interpretable and explainable AI; algorithmic auditability; as well as policy-making challenges and efforts that can operationalize ethical AI and help in making AI accountable. This paper also identifies and shares promising future directions of research. (shrink)

Biometrics readers are deployed in many public sites and are used for user identification and verification. Nowadays, most biometrics readers can be connected to local area networks, and consequently, they are potential targets for network attacks. This article investigates the robustness of several fingerprint and iris readers against common denial of service attacks. This investigation has been conducted using a set of laboratory experiments and DoS attack generator tools. The experiments show clearly that the tested biometric readers are very vulnerable (...) to common DoS attacks, and their recognition performances deteriorate significantly once they are under DoS attacks. Finally, the article lists some security consideration that should be taken into consideration when designing secure biometrics readers. (shrink)

A major obstacel to the study of mammalian development, and to the practical application of knowledge gained from it in the clinic during therapeutic in vitro fertilisation and embryo transfer (IVF‐ET), is the propensity of embryos to become retarded or arrested during their culture in vitro. The precise developmental cell cycle in which embryos arrest or delay is characteristic for the species and coincides with the earliest period of embryonic gene expression. Much evidence reviewed here implicates free oxygen radicals (FORs) (...) in the process of arrest. Thus, studies on the development of mouse preimplantation embryos in vitro have shown that (i) FORs are elevated in vitro, but not in vivo, at the time at which embryos become arrested or delayed, (ii) systems for removing reactive oxygen species to limit the formation of hydroxy radicals are present, although they have not yet been assessed quantitatively and may differ qualitatively from those in adult cells, (iii) metabolic and possibly genetic adaptations to oxidative damage are evident, (iv) published procedures for overcoming in vitro arrest are explicable in terms of FOR‐mediated damage or responses and (v) the arrest or delay of most embryos in vitro can be reduced or prevented experimentally by addition of metal chelators to limit hydroxy radical formation and lipid hydroperoxidation. (shrink)

Artificial intelligence (AI)-based digital phenotyping, including computational speech analysis, increasingly allows for the collection of diagnostically relevant information from an ever-expanding number of sources. Such information usually assesses human behaviour, which is a consequence of the nervous system, and so digital phenotyping may be particularly helpful in diagnosing neurological illnesses such as Alzheimer’s disease. As illustrated by the use of computational speech analysis of Alzheimer’s disease, however, neurological illness also introduces ethical considerations beyond commonly recognised concerns regarding machine learning and (...) data collection in everyday environments. Individuals’ decision-making capacity cannot be assumed. Understanding of analytical results will likely be limited even as the personal significance of those results is both highly sensitive and personal. In a traditional clinical evaluation, there is an opportunity to ensure that information is relayed in a way that is highly customised to the individual’s ability to understand results and make decisions, and privacy is closely protected. Can any such assurance be offered as digital phenotyping technology continues to advance? AI-supported digital phenotyping offers great promise in neurocognitive disorders such as Alzheimer’s disease, but it also poses ethical challenges. We outline some of these risks as well as strategies for risk mitigation. (shrink)

The essays in Fanon and the Decolonization of Philosophy all trace different aspects of the mutually supporting histories of philosophical thought and colonial politics in order to suggest ways that we might decolonize our thinking. From psychology to education, to economic and legal structures, the contributors interrogate the interrelation of colonization and philosophy in order to articulate a Fanon-inspired vision of social justice. This project is endorsed by his daughter, Mireille Fanon-Mendès France, in the book's preface.

Secularism; Arab countries; Islam and state.

The recent financial crises indicated the need to reinforce corporate governance mechanisms in emerging and developing market economies. Corporate governance refers to all the factors that affect firm processes. Firms must avoid debt financing instruments and adopt financing instruments that allow for “risk-sharing” rather than “risk-shifting” because all recent financial crises were, in essence, debt crises. The primary objective of this paper is to examine the principles of risk-sharing promoted by Islamic finance and study their implications for corporate governance. The (...) secondary objective of this paper is to propose a pricing model for a new risk-sharing financial instrument that was recently discussed by Zarka and Al-Suhaibani. We study the implications of this new instrument as a powerful tool for corporate governance in the case of Islamic markets. We explain the possible contribution of IPS to agency cost reduction, Sharia screening costs and ethical corporate governance. (shrink)

In recent years there has been an increase in research conducted in the Middle East, with a corresponding increase in the challenges faced by members of the Research Ethics Committees. This study compares the structures of Omani and Jordanian RECs and investigates the perceptions of the challenges affecting the work of the REC members in Oman and Jordan. A convenience sample of 34 Omani and 66 Jordanian participants from 21 universities was recruited in this cross-sectional study. Almost 70% disagreed that (...) the members of RECs are unqualified, providing comments without justification; half believed that members have limited experience in research, and almost three-quarters that they have different opinions regarding some ethical issues. No significant differences were found between Omani and Jordanian REC members regarding their perception of the challenges, except for the perception that reviewing proposals is a time-consuming task and that multi-REC centres are less available. The regression model showed that there were significantly more male members of Jordanian RECs, and that Jordanian members were less likely to receive formal training. In conclusion, the current structure of RECs and the challenges faced by members need to be re-evaluated by decision makers to improve the overall quality of research activities, and to ensure that current REC members’ practices adhere to international standards. (shrink)

This study examined the relationship between urban culture and street vending. Prior research on this topic is limited and inconclusive. Therefore, we have proposed an integrated model to test the positive effect of urban culture on street vending using multiple mediations of consumption patterns, resistance, and microfinance. We tested a sample of 425 responses that reflect the public opinion in Baghdad, Iraq. These responses were collected between September and November 2018. A partial least squares–based structural equation modeling is employed to (...) test the validity of measurement models and the significance of the entire structural model, predictive power, and mediation analysis. We found that resistance mediates the effect of urban culture on street vending; low-income consumption and resistance sequentially mediate the effect of urban culture on street vending, while resistance mediates the effect of a lack of microfinance on street vending. The direct impact of culture on street vending is not significant, and a lack of microfinance positively influences the pervasiveness of trading on streets. This study contributes to the extant literature as it proposed and tested a novel and comprehensive model to analyze the relationship between urban culture and street vending, simultaneously examining the effects of culture, consumption, resistance, and microfinance on street vending. (shrink)

BackgroundConsenting for retrospective medical records-based research (MR) and leftover tissue-based research (TR) continues to be controversial. Our objective was to survey Saudis attending outpatient clinics at a tertiary care hospital on their personal preference and perceptions of norm and current practice in relation to consenting for MR and TR.MethodsWe surveyed 528 Saudis attending clinics at a tertiary care hospital in Saudi Arabia to explore their preferences and perceptions of norm and current practice. The respondents selected one of 7 options from (...) each of 6 questionnaires.ResultsRespondents' mean (SD) age was 33 (11) years, 42% were males, 56% were patients, 84% had ≥ secondary school education, and 10% had previously volunteered for research. Respectively, 40% and 49% perceived that the norm is to conduct MR and TR without consent and 38% and 37% with general or proposal-specific consent; the rest objected to such research. There was significant difference in the distribution of choices according to health status (patients vs. companions) for MR (adjusted Kruskal-Wallis test P = 0.03) but not to age group, gender, education level, or previous participation in research (unadjusted P = 0.02 - 0.59). The distributions of perceptions of current practice and norm were similar (unadjusted Marginal Homogeneity test P = 0.44 for MR and P = 0.89 for TR), whereas the distributions of preferences and perceptions of norm were different (adjusted P = 0.09 for MR and P = 0.02 for TR). The distributions of perceptions of norm, preferences, and perceptions of current practice for MR were significantly different from those of TR (adjusted P < 0.009 for all).ConclusionsWe conclude that: 1) there is a considerable diversity among Saudi views regarding consenting for retrospective research which may be related to health status, 2) the distribution of perceptions of norm was similar to the distribution of perceptions of current practice but different from that of preferences, and 3) MR and TR are perceived differently in regard to consenting. (shrink)

Much has been said about the need for improving the current definitions of scientific authorship, but an aspect that is often overlooked is how to formulate and communicate these definitions to ensure that they are comprehensible and useful for researchers, notably researchers active in international research consortia. In light of a rapid increase in international collaborations within natural sciences, this article uses authorship of this branch of sciences as an example and provides suggestions to improve the comprehensibility of the definitions (...) of authorship in natural sciences. It assesses whether the definition of authorship provided by the European Code of Conduct for Research Integrity can deal with current issues and problems of scientific authorship. Notably, problems that are experienced in project groups with researchers coming from multiple countries. Using theories developed by Jürgen Habermas and Robert Merton, a normative framework is developed to articulate ethical authorship in natural sciences. Accordingly, enriching the current definition of authorship with normative elements and using discipline-specific metaphors to communicate them are introduced as possible ways of improving the comprehensibility of the definition of authorship in international environments. Finally, this article provides a proposal to be considered in the future revisions of the European Code of Conduct for Research Integrity. (shrink)

The eloquence and the continuity of the words and their meaning in the Holy Quran cannot be constructed by any human being, as their order was instituted by the prophet (PBUH). No human being can add, delete or modify this order nor move any verse backward or forward. This research explored the order of meanings related to the eloquence of the verses of the Holy Quran, including a review of those meanings in progressive patterns, to prove the arguments and ingenuity (...) of Quranic brevity, as contained in a scholarly volume Al-Naba al-Azim, by Dr. Abdullah Draz. The research aimed to extract the exact order of the Quranic meanings and connection of this order with the eloquence of the verse. It included the order of tools of arguments, methods to build the verse, the order of Quranic brevity, and the extent of its inclusiveness of meanings of the Holy Quran. The study found out that the order of Quranic meanings has remarkable characteristics like semantic escalation, and the structural coherence and a symmetrical order of all the verses. It was also revealed that Dr. Draz pioneered the argument on the order of the Quranic brevity and the order of meanings that are hidden between the verses. The study recommends to conduct future researches on the phenomenon of semantic escalation, search for the meanings hidden behind the Quranic structures, deduce the silent tools which are used by the Holy Quran to sustain arguments. The study also recommends that studies should be conducted to elaborate the meanings of the Quranic verses that have been mentioned only briefly. (shrink)

Street vendors are prominent on public streets and in traditional markets in most developing countries. They raise significant problems for public authorities, residents, pedestrians, and formal retailers. Their informal business is problematic, leading to conflicts and sometimes violence. Moreover, unlicensed street vendors employ children and women and are accused of counterfeiting and drug trading. However, they participate in reducing poverty and unemployment. The current data article aims to formulate a public perception on the problematic issue of street vending pervasiveness by (...) describing a survey dataset on street vending and its main driving factors. Street vending has traditionally be examined by linking it with one or more determinants; thus, the dataset covers poverty, lack of education, immigration, unemployment, urban culture, low-income consumption, resistance, and lack of microfinance as latent constructs. Five measurable variables are introduced that reflect each construct. All variables are measured via seven-point Likert scales. Using a Google Form, 425 responses were collected that reflect the attitudes of the general public in Baghdad, Iraq. This dataset is useful for research on socio-economic problems; more specifically, it introduces reliable measurement models for street vending and the eight factors driving it. (shrink)

This article studies the Conversation Analysis of self-initiated repair structures in everyday conversations in Jordanian Spoken Arabic. It aims to cast light on self-initiated repairs practised by Jordanians. The data were collected in 2010; 18 dyadic-videotaped conversations totalling about nine hours, mixed and single-sex, were conducted at Yarmouk University, Irbid, Jordan. The data analysed include 1595 self-initiated repairs. The CA approach is employed as a theoretical framework for this study. The findings of this research indicate that Jordanian speakers practise 10 (...) self-initiated repair structures, namely, expansion, hesitation, replacement, repetition, abort and restart, abort and abandon, insertion, deletion, meta-repair and modify order. (shrink)

This study dealt with one of the most important legal subjects in private international law that relates to the topic of law applicable to electronic signature and is problematic by the lack of clear and explicit texts to determine the law required on the topic The main objective of the study was to reflect the legal regulation in private international law of such a problem, as well as to address some practical and applicable problems relating to the topic of the (...) study, including the legal nature of an electronic signature, When preparing this study, the researcher relied on the inductive approach by extracting legal texts on the subject of the letter in accordance with Jordanian legislation. in addition to the analytical approach where the researcher analysed and described the legislative and doctrinal positions and international conventions associated with the subject matter of the letter, The prescriptive approach, through a statement of the legal nature of the electronic signature. The researcher produced a series of results, the most important of which was the absence of clear and explicit texts specifying the law applicable to the electronic signature. This result was reflected in the recommendations of this letter, which were the most important recommendation to the Jordanian legislature that legal rules should be drawn up to determine the law applicable to the subject matter of the study. (shrink)

Social entrepreneurship has received considerable recognition from universities in recent years. This study aimed to examine the mediating effect of the entrepreneurial social network on entrepreneurship education and social entrepreneurial intention of students at the university level. This study adopted a cross-sectional quantitative approach. A convenience sampling method was utilized to choose 392 students studying at the public and private universities in Chattogram, Bangladesh, who then completed a self-administered survey. The data were then analyzed through partial least squares structural equation (...) modeling. Results revealed a significant positive relationship between entrepreneurship education and students’ social entrepreneurial intention on the one hand and between entrepreneurship education and entrepreneurial social network on the other hand. It was also found that entrepreneurial social networks had a significantly positive link with students’ SEIs. Furthermore, the study found that entrepreneurial social networks significantly mediate the relationship between entrepreneurship education and students’ SEI. Based on these outcomes, it is suggested to pay attention to entrepreneurship education further and strengthen the entrepreneurial social network to enhance SEI among students. Research findings have provided valuable insights regarding how entrepreneurship education can significantly impact SEI and emphasize the importance of entrepreneurial social networks as a mediator in social entrepreneurship. This study aims to contribute to the relevant social entrepreneurial literature by providing insights on practical issues related to the role of the entrepreneurial social network at the entrepreneurship education level. (shrink)

The problem of finding optimal sampling schemes has been resolved in two models. The novelty of this study lies in its cost efficiency, specifically, for the applied problems with expensive sampling process. In discussed models, we show that some observations counteract other ones in prediction mechanism. The autocovariance function of underlying process causes mentioned result. Our interesting result is that, although removing neutralizing observations convert sampling scheme to nonredundant case, it causes to worse prediction. A simulation study confirms this matter, (...) too. (shrink)