Emotion-based sentimental analysis has recently received a lot of interest, with an emphasis on automated identification of user behavior, such as emotional expressions, based on online social media texts. However, the majority of the prior attempts are based on traditional procedures that are insufficient to provide promising outcomes. In this study, we categorize emotional sentiments by recognizing them in the text. For that purpose, we present a deep learning model, bidirectional long-term short-term memory, for emotion recognition that takes into account (...) five main emotions. We use our experimental assessments on the emotion dataset to accomplish the emotion categorization job. The datasets were evaluated and the findings revealed that, when compared to state-of-the-art methodologies, the proposed model can successfully categorize user emotions into several classifications. Finally, we assess the efficacy of our strategy using statistical analysis. This research’s findings help firms to apply best practices in the selection, management, and optimization of policies, services, and product information. (shrink)

This article examines ḥikma as it was practiced by Ṣadr al-Dīn Shīrāzī, or Mullā Ṣadrā (d. 1640), in explaining the connection between the divine names and the attributes of God. This is done via a translation of the fourth part of his al-Maẓāhir al-ilāhiyya fī asrār al-ʿulūm al-kamāliyya [The loci of divine manifestations in the secrets of the knowledge of perfection]. Ḥikma, philosophy, as it is defined here, is the combination of rational demonstrations and spiritual unveiling. Shīrāzī’s philosophy is a (...) synthesis of Ibn ʿArabī’s school of metaphysical unveiling, the Ishrāqī school led by Suhrawardī, and the rational school of the Peripatetics. The text is translated here for the first time, and includes annotations. (shrink)

This study linked background TV and socioeconomic status to minority children’s Persian vocabulary development. To this end, 80 Iranian preschool children from two minority groups of Arabs and Turks were selected using stratified random sampling. They were simultaneous bilinguals, i.e., their mother tongue was either Arabic or Azari and their first language was Persian. Language sample analysis was used to measure vocabulary development through a 15-min interview by language experts. The LSA measures included total number of utterances, total number of (...) words, total number of new words, and mean length of utterance. A series of independent-samples t test, paired-samples t test, and repeated measures MANOVA tests were ran to examine data. Results showed significant improvements in children’s vocabulary scores from pretest to posttest for all children. In addition, high-SES children scored higher on the vocabulary measures in pretest and posttest. Moreover, background TV was associated with higher means in the TNW and the NDW in groups. The researchers concluded that background TV may be related to higher vocabulary scores in low-SES families as it may compensate for some linguistics gaps in these families including lower amount of child-parent interaction, play, and parents’ level of literacy. (shrink)

This article focuses on the interrelationship of law and life in human rights. It does this in order to theorize the normative status of contemporary biopower. To do this, the case law of Article 2 on the right to life of the European Convention on Human Rights is analysed. It argues that the juridical interpretation and application of the right to life produces a differentiated governmental management of life. It is established that: 1) Article 2 orients governmental techniques to lives (...) in order to ensure that both deprivation and protection of lives is lawful; 2) A proper application of Article 2 grounds itself on a proper discrimination of lives which causes Article 2 to be applied universally but not uniformly to all juridical subjects; 3) The jurisprudence of Article 2 is theoretically appreciable only in a ‘politics of life’. Finally, the article ends with a plea to analyse other fundamental human rights in the context of ‘biopolitical governmentality’. (shrink)

This essay focuses on the interrelationship of regulation and private life in human rights. It argues three main points. (1) Article 8 connects the question of protection of private lives and privacies with the question of their management. Thus, Article 8 orients regulatory practices to private lives and privacies. (2) Article 8’s holders are autonomous to the extent that laws respect their private lives and privacies. They are not autonomous in a ‘pre-political’ sense, where we might expect legal rules to (...) protect an already autonomous private life or privacy. (3) Article 8 does not simply prohibit or permit acts. In certain cases, it also ‘enables’ acts. Then, this essay introduces the idea of oikopolitics. This idea allows us to capture these three points in a useful manner. By this idea, this essay means the context (a) where the interpretation of privacy reaches out to broader social practices and norms and (b) where the status of rights-holders living their private lives makes them objects of attention. (shrink)

Business Ethics, the Environment & Responsibility, Volume 31, Issue 2, Page 398-418, April 2022.

My aim in this paper is to show that the reasons-responsiveness theory of rationality fails to explain the intuitive irrationality of practical akrasia. First, I argue that the best explanation for the distinction between acting in accordance with a normative reason and responding to that reason involves appealing to one’s competence or knowledge about how to respond to that reason. Second, one might possess practical competence to respond to her decisive practical reasons to act, without having the parallel theoretical competence (...) to believe rationally, through deliberation, that she has decisive reasons to perform that action. Third, if possessing a normative reason is a matter of having the ability to respond to that reason, and responding to a reason is grounded in facts about one’s competence about how to respond to that reason, then the mismatch between one’s practical and theoretical competences may give rise to a normative mismatch between one’s possessed reasons for action and one’s possessed reasons for one's normative beliefs. There would be possible situations in which one possesses decisive reasons to perform an action ⱷ but lacks sufficient reasons to believe that she has decisive reasons to ⱷ. In those situations, the reasons-responsiveness theory requires one to act against her normative judgment about what she ought to do. I conclude by considering whether it could be rationally permissible to act against one’s own normative judgment about what one ought to do if one’s reasons for action diverge from one’s reasons for a certain judgment about what one ought to do. (shrink)

This study investigates whether financial performance is affected by corporate violations of laws and regulations. In a sample of 128 publicly traded banks that were subject to enforcement actions by US regulatory authorities over a 20-year period, we observed a significant negative market reaction pursuant to the violations. However, the market reaction did not vary meaningfully in accordance with the severity or repetitiveness of the violation. The results of this study are in conformity with previous research on industries other than (...) banking, notably with regard to negative market reaction. This confirms that shareholders in the banking industry react in a manner considerably similar to their counterparts in other industries. (shrink)

The corona pandemic altered many traditional and historical norms of society and law. COVID-19 created a humanitarian crisis in some parts of globe, while pandemic privacy and civil liberties were under threat all over world. To combat the deadly virus, individual liberty and equality were compromised. This paper focuses on how India’s health problem has compromised people’s right to privacy. It will highlight how strict executive policies led to the creation of a massive surveillance system in the name of combating (...) the COVID-19 pandemic, as well as how the absence of any policy or legal framework led to the exclusion of individuals and their families who were suspected of having the virus or caring for those who were infected with the deadly virus. The paper uses case studies and data collected from primary as well as secondary sources. The authors will also point out how the absence of privacy regulation puts millions of citizens’ private information at risk of being compromised or exploited against their will. (shrink)

Ce travail de recherche porte sur des erreurs phonétiques dans l’apprentissage d’une langue étrangère, plus particulièrement la production de deux groupes consonantiques /bR/ et /kR/ du français langue étrangère (FLE) par 6 apprenants iraniens au niveau débutant (A1). L’objectif est d’analyser et d’expliquer les écarts de prononciation engendrés par ces deux groupes consonantiques. Pour cela, les productions de 8 mots français par 6 apprenants de première année de la langue française ont été enregistrées et analysées. Les résultats de cette étude (...) montrent que la prononciation de ces groupes consonantiques est erronée et deux éléments causent cette difficulté : les caractéristiques acoustiques des composants du groupe consonantique et la position du groupe dans le mot. Nous avons observé cinq causes d’erreur : le non relâchement de la consonne, le découpage du groupe, l’ajout d’un son vocoïde, l’élision d’une des composantes du groupe et la substitution d’une consonne du groupe par u... (shrink)

This study was carried out to investigate the roles of epistemic beliefs and writing self-efficacy in predicting second language writing anxiety among learners of English as a foreign language. To this end, three validated scales were distributed among 240 EFL students. They were asked to complete the questionnaires during their regular courses. A structural equation modeling approach was utilized to analyze the hypothesized SEM model and the causal paths among the constructs. The direct and indirect path analyses of the hypothesized (...) model indicated that EBs and WSE accounted for 43% of the variance in L2WA. Although both constructs had a significant effect on L2WA, EBs turned out to be a robust predictor of increasing L2WA. Notably, it was revealed that learners’ EBs directly and significantly influenced their L2WA. Besides, the results indicated that WSE had a unique effect in reducing L2WA. More precisely, students who had a higher level of EBs seemed to have a greater L2WA, and those who had a higher level of WSE experienced less L2WA. The findings of this explanatory study suggest that L2 teachers and material developers should pay serious attention to the Students’ cognitive and affective variables as they were known to be significant factors in influencing L2WA. (shrink)

This paper engages Alex Dubilet’s _The Self-Emptying Subject: Kenosis and Immanence, Medieval to Modern_ and his account of immanence and kenosis as exhibited in his reading of Hegel’s concept of _Entäußerung_ [externalization]. Specifically, I focus on the “problematic of desubjectivation” that centers Dubilet’s critique of transcendence and its relationship to subjection and subjectivity. I reconsider the relationship made between this problematic, the ethics of kenosis, and the concept of immanence so as to demonstrate the ways in which Dubilet attempts to (...) depart from transcendence, subjectivity, and their concomitant ethics. In particular, I consider his reading of Hegel’s concept of _Entäußerung_ and its similarities to the Young Hegelians’ understanding of this concept. My reading of Dubilet suggests that while he seeks to depart from transcendence, he reintroduces transcendence through the “problematic of desubjectivation” and its relationship to kenosis. In conclusion, I question the philosophical import of immanence in contemporary critical inquiry and why its conceptualization is often positioned in opposition to transcendence. (shrink)

On literary works, art, and politics related to philosophy.

Artificial Immune Systems (AIS) are intelligent algorithms derived on the principles inspired by human immune system. In this research work, electroencephalography (EEG) signals for four distinct motor movement of human limbs are detected and classified using Negative Selection Classification Algorithm (NSCA). For this study, a widely studied open source EEG signal database (BCI IV - Graz dataset 2a, comprising 9 subjects) has been used. Mel Frequency Cepstral Coefficients (MFCCs) are extracted as selected feature from recorded EEG signals. Dimensionality reduction of (...) data is carried out by applying two hidden layered stacked auto-encoder. Genetic Algorithm (GA) optimized detectors (Artificial Lymphocytes) are trained using Negative Selection Algorithm (NSA) for detection and classification of four motor movements. The trained detectors consist of four sets of detectors, each set is trained for detection and classification of one of the four movements from the other three movements. The optimized radius of detector is small enough not to mis-detect the sample. Euclidean distance of each detector with every training dataset sample is taken and compared with optimized radius of detector as a non-self detector. Our proposed approach achieved a mean classification accuracy of 86.39% for limb movements over 9 subjects with a maximum individual subject classification accuracy of 97.5 % for subject number eight. (shrink)

Sufism has been neglected in the religious discourse and educational practices of modernist Muslims in the Islamic world, including Indonesia, where Kiai Moechtar Boechari (1899-1926) had emerged as an early activist in the Muhammadiyah Surakarta and Sufism. This research aims to examine Kiai Boechari’s religious thought, emphasizing the idea of Sufism as a practice of moral education (_akhlaq_). The data of research comprised mainly documentation and library archives. The findings reveal that Kiai Boechari’s religious thinking was driven by persistence in (...) reformulating Islam to be relevant and able to answer the challenges of the modern era based on purification and dynamization. Boechari emphasized on the problem of purifying faith (_aqidah_), the dynamics of worldly _muamalah_ problems, comparative religions, women’s emancipation, and moral Sufism. Kiai Boechari’s Sufism thought emphasized the purification of _aq__i__dah_, guided by the Quran and Sunnah, respect for the Shari’a, and the practice of individual social moral education, which are characteristics of the typology of Sufism (_transcendental mysticism_), moral Sufism, and orthodox/prophetic Sufism. This was known as neo-Sufism formulated by Kiai Boechari to practice moral education. It requires persistence to carry out the process of purifying oneself from despicable and immoral traits (_takhalli_), such as anger, envy, arrogance, pride, riya, and the urge to lust; which eventually starts the process of internalizing good qualities (_tahalli_), culminating in _mahabbah_, the disappearance of the human hijab (_tajalli_), giving a peak of spiritual experience. This study implicates that, in the prophetic orientation of Sufism, spiritual experience is not an end in itself, for the sake of the experience itself, but to give meaning to actions in history. (shrink)

This paper aims to provide insights into the Malaysian newspaper reports on apostasy cases in the country. Being a Muslim country with multi-religions, apostasy is highly sensitive hence any issues related to apostasy need to be carefully managed. Four keywords were used to identify newspaper reports for the analysis. Two newspaper reports met the selection criteria and were analysed using a discourse analysis approach focusing on Grammatical Analysis, Macrostructures, and Rhetorical Structures. The analysis reveals that the report in New Straits (...) Times, which is the right-wing newspaper, carries the voice of anti-apostate and disapproves the act of renouncing Islam. On the other hand, the report in The Malay Mail, which is the left-wing newspaper, carries the voice of pro-apostate. By deconstructing the newspaper reports, this paper contributes to the understanding of the agendas that have been subtly set in the news. This paper concludes that the two reports have been strategically constructed to serve the interests and promote the ideology of the two competing groups in the country, thus creating a balance in the multi-religious context. (shrink)

ABSTRACT Malaysia’s 13th general election in 2013 was the final election where the longest-serving elected government in the world, Barisan Nasional, regained power, before it was ousted after over six decades of authoritarian rule in 2018. In a country that practises parliamentary democracy but simultaneously observed close cooperation between the then ruling coalition and the mainstream press, this paper shows the micro-politics of the driving force of the coalition, United Malays National Organisation – specifically, how anxiety regarding the maintenance of (...) their privileged and empowered Malay position dominated the national narrative during the GE13 campaign. Focusing on editorial journalistic genres in four paid-for Malay-language newspapers, I illustrate the typical politics of fear that characterises much of Malaysian right-wing rhetoric – the ways in which racial and religion issues are provoked. The in-depth representational analysis, via the Discourse-historical Approach’s nomination and predication strategies, also suggests the normalisation of nationalistic and racist rhetoric, which primarily works with ‘fear’: fear of change, of loss of privilege, of the future, of other races; in principle, almost anything can be constructed as a threat to ‘Us’, an imagined homogenous people inside a well-protected territory through the discursive construction of such in-groups and out-groups. (shrink)

The present study used quantitative and qualitative measures to examine Iranian applied linguists’ (mis-) conceptions of ethical issues in research. For this purpose, one hundred and twelve applied linguists completed a research ethics questionnaire constructed and validated by the researchers. In the follow-up qualitative phase, 15 applied linguists who were faculty members participated in semi-instructed interviews. Data were analyzed using exploratory factors analyses for the first phase and theme analyses for the second phase. Quantitative results showed that the most important (...) misconceptions among Iranian applied linguists lingered on working with data (data collection and data analyses). For example, removing an outlier was a prevalent act conducted by applied linguists in the present study. Teachers using their students as participants of their own research as well as how they treated those students after a study were other controversial issues. The qualitative results revealed several themes including _lack of knowledge, conflict with real-world practices, a product-oriented approach to education and a publish or perish mentality_ as the reasons for misconceptions of ethics in applied linguistics among Iranian researchers. On general terms, there was an implicit agreement regarding the lack of training on research ethics among Iranian applied linguists. (shrink)

The purpose of this study was to know the relationship between student perception towards mathematics teacher with mathematics academic performace. The population of the study were all students of class VIII SMPN 8 Cirebon in the academic year 2014/2015, with the number of students 287 people. The sampling technique used proportional random sampling, and the sample size was 56 students. Data collection techniques used: 1) Questionnaire of Perceptions towards Mathematics teacher, and 2) The results of student mathematics learning test. The (...) result of correlation analysis show no significant correlation between students perception towards teacher and academic performance (r= .155, p= .254). (shrink)

Today the issue of ethics and most importantly moral values are being seen as merely based upon opinions and emotions. This has led towards a relativisation of moral values and thus towards the erosion of values amongst societies. This paper would analyze and suggest ways of preserving values for the structuring of developmental ideas for thinkers in developing countries. Coming from an Islamic standpoint the ideas of virtues have to be rooted within the transcendent or the Absolute. Such defense of (...) virtues are definitely beyond the grasp of usual western philosophy as the philosophy that is propagated by Islam is not a mere intellectual exercise but a transformative exercise which connects the profane to the sacred, the outer to the inner and the physical world to the spiritual world. The loci or the focus point is the human being thus developing the idea of being human via the inculcation of and preservation of virtues is of utmost importance. The virtues most important in Islam such as justice, moderation or temperance have been discussed by various muslim philosophers. These virtues are rooted in the Absolute and through His presence in the various levels of existences are they known. For Using ideas from malay cosmology and soteriology based upon the writings of Malay scholars, this paper would highlight ways to preserve and ensure Malay society does not fall under the threat of relativism of moral values. (shrink)

Abstractabstract:The present article examines the utopian and theological politics of the Ikhwān al-Ṣafāʾ (Brethren of Purity). I focus on the Ikhwān’s elusive “virtuous city,” a harmonious and righteous community situated on a wondrous island, where residents work in unison toward salvation by deferring to one creed. This city’s imagery is intimately tied to principal theological dimensions of their work. Through the virtuous city, the Ikhwān utilize the imagery of estrangement to elucidate their theological position on the soul’s imprisonment in the (...) body. But there is another, subtler dimension to their utopianism. I argue that the Ikhwānian utopia serves as a juxtaposition to their Muslim society, which they thought was afflicted by credal divisions. Accordingly, their utopia seam-lessly weaves together a synthetic narrative about eschatology (i.e., the afterlife) and an empirical critique of their contemporary society. Additionally, this paper contributes to the development of scholarship on medieval Islamic utopianism. (shrink)

This paper analyzes Mary Snell-Hornby's seminal theoretical framework for understanding translation as an inherently cultural process. Snell-Hornby was pioneering in establishing that translation requires navigating differences in worldviews and cultural competence. Key concepts explored are culture-bound language elements, the role of expertise, and translation studies' interdisciplinarity. Practical linguistic and textual challenges posed by cultural variation are examined, along with proposed strategies for references and idioms. Case studies reveal cultural influences on translation processes and outcomes. A critical evaluation identifies strengths like (...) emphasizing culture's centrality, and limitations addressed in later frameworks. Potential areas for further research building on Snell-Hornby's foundations are identifying, such as localized case studies, evolving digital implications, and refinement of guidance. Overall, Snell-Hornby established culture as integral to conceptualizing translation's complexities, with implications for both theory development and stewardship of cross-cultural exchange. (shrink)

Islamic political thought has long been concerned with the abuses of tyranny. To contemporary Islamists, the tyrant is the ruler who adopts foreign ideas opposed to the original values of Islam. This sentiment is sometimes coupled with calls for revolutionary violence, a view popularized by the Egyptian Islamist Sayyid Qutb.1 While to some modern Islamists tyrannical rule signifies encroaching Western hegemony, its premodern use was less geographically specific. The Prophet Muhammad had simply stipulated that the "best struggle is a word (...) of truth [spoken] to a tyrannical [or unjust] ruler".2 This maxim alone does not describe the tyrant's cultural and religious... (shrink)

The canonical view of a 3‐domain (3D) tree of life was recently challenged by the discovery of Asgardarchaeota encoding eukaryote signature proteins (ESPs), which were treated as missing links of a 2‐domain (2D) tree. Here we revisit the debate. We discuss methodological limitations of building trees with alignment‐dependent approaches, which often fail to satisfactorily address the problem of ‘‘gaps.’’ In addition, most phylogenies are reconstructed unrooted, neglecting the power of direct rooting methods. Alignment‐free methodologies lift most difficulties but require employing (...) realistic evolutionary models. We argue that the discoveries of Asgards and ESPs, by themselves, do not rule out the 3D tree, which is strongly supported by comparative and evolutionary genomic analyses and vast genomic and biochemical superkingdom distinctions. Given uncertainties of retrodiction and interpretation difficulties, we conclude that the 3D view has not been falsified but instead has been strengthened by genomic analyses. In turn, the objections to the 2D model have not been lifted. The debate remains open. Also see the video abstract here:https://youtu.be/-6TBN0bubI8. (shrink)

This study concerned validating academic integrity survey, a measure developed in 2010 to investigate academic integrity practices in a Malaysian university. It also examined the usefulness of the measure across gender and nationality of the participants. The sample size comprised 450 students selected via quota sampling technique. The findings supported the multidimensionality of academic dishonesty. Also, strong evidence of convergent and discriminant validity, and construct reliability were generated for the revised AIS. The testing of moderating effects yielded two outcomes. While (...) the gender invariant analysis produced evidence that the three-dimensional model was not moderated by gender; the nationality effect was inconclusive, probably due to a noticeable imbalance in respondent distribution for the nationality group. The significance of this study lies not only in the rigorous statistical methods deployed to validate the dimension and psychometric properties of the AIS; but establishing the gender invariance of the model. It is understood from the findings that although male and female students may vary in their academic misconducts, the underlying factors for these conducts are the same and can be addressed effectively using a non-discriminating approach. (shrink)

This level of using ICT in education from the perspectives of school principals was explored in this investigation. The descriptive analytical method was used as the methodology and the study sample included 183 school principals, who were selected randomly from different public schools in the UAE. A questionnaire was prepared and formulated in its initial form, which consists of (58) items distributed among the six dimensions The findings found that school principals agreed on the importance of using ICT for the (...) management of school examinations and results, as it came in first place with a percentage of 81.28, which is a high degree. The findings also showed that school principals have similar views on the use of ICT in school administration regardless of their gender. Both male and female principals use ICT tools and think it is important in school administration. (shrink)

This paper explores ethical issues raised by whole slide image-based computational pathology. After briefly giving examples drawn from some recent literature of advances in this field, we consider some ethical problems it might be thought to pose. These arise from the tension between artificial intelligence research—with its hunger for more and more data—and the default preference in data ethics and data protection law for the minimisation of personal data collection and processing; the fact that computational pathology lends itself to kinds (...) of data fusion that go against data ethics norms and some norms of biobanking; the fact that AI methods are esoteric and produce results that are sometimes unexplainable and the fact that computational pathology is particularly dependent on scanning technology manufacturers with interests of their own in profit-making from data collection. We shall suggest that most of these issues are resolvable. (shrink)

I suggest that virtue ethics can learn from Foucault’s critical observations on biopolitics and governmentality, which identify how a good cannot be disassociated from power and freedom. I chart a way through which virtue ethics internalizes this critical point. I argue that this helps address concerns that both virtue ethics and the critical scholarship inspired by Foucault otherwise ignore. I apply virtue ethics to the contexts of refugee arrival, asylum procedure, and immigrant integration in Western Europe; I then see how (...) Foucault’s critical thought provides a counterpoint to virtue ethics; I finally analyze how incorporating that critique allows virtue ethics to make sense of both the context and the stakes involved. (shrink)

This inquiry examines the question how the category of ‘religion’ generates a complex form of power oriented to the government of subjects. It does this through a critical reading of the right to freedom of religion, offered from the perspective of governmentality. It is argued that the right to freedom of religion enables the rational goals of government to relate to religiosity in such a manner that those subject to them are made at once freer and more governable ‘in this (...) world’. (shrink)

This project investigates the ethical frameworks in place for Pakistani television news journalists reporting cases of domestic violence. It also examines the provision and structure of training for Pakistani media professionals to support accurate and balanced reporting of such violence. The research comprised in-depth semi-structured interviews with a small group of television journalists. The findings reveal that there was no formalized code of ethics guiding how journalists represent incidents of this crime, its victims, or perpetrators. Moreover, it was revealed that (...) due to a paucity of formal professional development opportunities, journalists negotiate the challenges of reporting domestic violence on-the-job, resulting in instances of irresponsible reporting practices. (shrink)

Fuzzy sets and fuzzy logics are used to model events with imprecise, incomplete, and uncertain information. Researchers have developed numerous methods and techniques to cope with fuzziness or uncertainty. This research intends to introduce the novel concepts of complex neutrosophic relations and its types based on the idea of complex neutrosophic sets. In addition, these concepts are supported by suitable examples. A CNR discusses the quality of a relationship using the degree of membership, the degree of abstinence, and the degree (...) of nonmembership. Each of these degrees is a complex number from the unit circle in a complex plane. The real part of complex-valued degrees represents the amplitude term, while the imaginary part represents the phase term. This property empowers CNRs to model multidimensional variables. Moreover, some interesting properties and useful results have also been proved. Furthermore, the practicality of the proposed concepts is verified by an application, which discusses the use of the proposed concepts in statistical decision-making. Additionally, a comparative analysis between the novel concepts of CNRs and the existing methods is carried out. (shrink)

Purpose of the StudyThe significance of creativity and performance in the workplace has been illustrated on various occasions. This study aims to find out if there is a link between transformative leadership, organizational innovation, psychological issues such as hindrance and challenge stressors, and employee creativity and employee performance. There is still a lack of awareness of the factors that influence employee performance in small and medium businesses in Pakistan. Pakistan’s SMEs have struggled to survive in their early years, with an (...) initial failure rate of 90 percent to 95 percent.MethodologyThe relationship between hindrance and challenge stressors, organizational innovation, transformational leadership, employee creativity, and their effect on overall employee performance is established through employing Structural Equation Modeling. In this study, constructs were developed from existing theories, hypotheses were generated, data were collected from 424 SME employees, and SEM analysis was conducted to prove the suggested hypothesis. The employees of SMEs are the research study’s unit of analysis.FindingsThe findings of this study demonstrated that challenge stressors, transformational leadership, and employee creativity all had positive and significant effects on employee performance.Originality/ValueThis is one of the first studies to study and extends existing understanding of psychological research in this manner and following correlations in a developing country, Pakistan: the links between transformational leadership and employees’ perception of creativity and performance along with organizational innovation and work stressors. Based on theoretical considerations, a model is proposed, and hypotheses are established and explored. The findings of this study can help businesses increase employee performance by informing employee performance improvement methods. Business executives might learn more about how to engage and motivate employees to improve their performance. (shrink)