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Results for 'Muhammad Usman Shehzad'

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  1.  29
    Does Health Consciousness Matter to Adopt New Technology? An Integrated Model of UTAUT2 With SEM-fsQCA Approach.Sohaib Mustafa,Wen Zhang,MuhammadUsmanShehzad,Aliya Anwar &Gelas Rubakula -2022 -Frontiers in Psychology 13.
    Every emerging technology has its pros and cons; health-conscious users pay more importance to healthy and environment-friendly technologies. Based on the UTAUT2 model, we proposed a comprehensive novel model to study the factors influencing consumers’ decision-making to adopt the technology. Compared to prior studies that focused on linear models to investigate consumers’ technology adoption intentions and use behavior. This study used a Structural Equation Modeling-fuzzy set qualitative comparative analysis approach to account for the complexity of customers’ decision-making processes in adopting (...) new technology. We collected valid responses from 830 consumers, analyzed them, and evaluated them using a deep learning SEM-fsQCA technique to capture symmetric and asymmetric relations between variables. We have extensively incorporated a health-consciousness attitude as a predictor and mediator to understand better the decision-making toward technology adoption, specifically 5G technology. All the factors tested in our model are statistically significant except the economic factors. Health-consciousness attitude and behavioral intention found significant predictors and valid mediators in the process of 5G technology adoption. FsQCA provided six configurations to achieve high 5G adoption. The findings have significant practical ramifications for telecom corporations, advertisers, government officials, and key policymakers. Additionally, the study added substantial theoretical literature to technology adoption, particularly the adoption of 5G technology. (shrink)
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  2.  98
    Role of Social Media Marketing Activities in Influencing Customer Intentions: A Perspective of a New Emerging Era.Khalid Jamil,Liu Dunnan,Rana Faizan Gul,MuhammadUsmanShehzad,Syed Hussain Mustafa Gillani &Fazal Hussain Awan -2022 -Frontiers in Psychology 12.
    The aim of this study is to explore social media marketing activities and their impact on consumer intentions. This study also analyzes the mediating roles of social identification and satisfaction. The participants in this study were experienced users of two social media platforms Facebook and Instagram in Pakistan. A self-administered questionnaire was used to collect data from respondents. We used an online community to invite Facebook and Instagram users to complete the questionnaire in the designated online questionnaire system. Data were (...) collected from 353 respondents, and structural equation modeling was used to analyze the data. Results show that SMMAs have a significant impact on the intentions of users. Furthermore, social identification mediates the relationship between social media activities and satisfaction, and satisfaction mediates the relationship between social media activities and the intentions of users. This will help marketers how to attract customers to develop their intentions. This is the first novel study that used SMMAs to address the user intentions with the role of social identification and satisfaction in the context of Pakistan. (shrink)
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  3.  24
    Achieving Operational Excellence Through Artificial Intelligence: Driving Forces and Barriers.MuhammadUsman Tariq,Marc Poulin &Abdullah A. Abonamah -2021 -Frontiers in Psychology 12.
    This paper presents an in-depth literature review on the driving forces and barriers for achieving operational excellence through artificial intelligence. Artificial intelligence is a technological concept spanning operational management, philosophy, humanities, statistics, mathematics, computer sciences, and social sciences. AI refers to machines mimicking human behavior in terms of cognitive functions. The evolution of new technological procedures and advancements in producing intelligence for machines creates a positive impact on decisions, operations, strategies, and management incorporated in the production process of goods and (...) services. Businesses develop various methods and solutions to extract meaningful information, such as big data, automatic production capabilities, and systematization for business improvement. The progress in organizational competitiveness is apparent through improvements in firm’s decisions, resulting in increased operational efficiencies. Innovation with AI has enabled small businesses to reduce operating expenses and increase revenues. The focused literature review reveals the driving forces for achieving operational excellence through AI are improvement in computing abilities of machines, development of data-based AI, advancements in deep learning, cloud computing, data management, and integration of AI in operations. The barriers are mainly cultural constraints, fear of the unknown, lack of employee skills, and strategic planning for adopting AI. The current paper presents an analysis of articles focused on AI adoption in production and operations. We selected articles published between 2015 and 2020. Our study contributes to the literature reviews on operational excellence, artificial intelligence, driving forces for AI, and AI barriers in achieving operational excellence. (shrink)
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  4.  24
    Human Behavior Analysis Using Intelligent Big Data Analytics.MuhammadUsman Tariq,Muhammad Babar,Marc Poulin,Akmal Saeed Khattak,Mohammad Dahman Alshehri &Sarah Kaleem -2021 -Frontiers in Psychology 12.
    Intelligent big data analysis is an evolving pattern in the age of big data science and artificial intelligence. Analysis of organized data has been very successful, but analyzing human behavior using social media data becomes challenging. The social media data comprises a vast and unstructured format of data sources that can include likes, comments, tweets, shares, and views. Data analytics of social media data became a challenging task for companies, such as Dailymotion, that have billions of daily users and vast (...) numbers of comments, likes, and views. Social media data is created in a significant amount and at a tremendous pace. There is a very high volume to store, sort, process, and carefully study the data for making possible decisions. This article proposes an architecture using a big data analytics mechanism to efficiently and logically process the huge social media datasets. The proposed architecture is composed of three layers. The main objective of the project is to demonstrate Apache Spark parallel processing and distributed framework technologies with other storage and processing mechanisms. The social media data generated from Dailymotion is used in this article to demonstrate the benefits of this architecture. The project utilized the application programming interface of Dailymotion, allowing it to incorporate functions suitable to fetch and view information. The API key is generated to fetch information of public channel data in the form of text files. Hive storage machinist is utilized with Apache Spark for efficient data processing. The effectiveness of the proposed architecture is also highlighted. (shrink)
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  5. The Belmont Report : guiding ethical principles in human research.MuhammadUsman Tariq -2025 - In Robin Throne,IRB, human research protections, and data ethics for researchers. Hershey, PA: IGI Global.
     
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  6.  59
    Cities of Alexander the Great (review).MuhammadUsman Erdosy -1998 -American Journal of Philology 119 (1):133-135.
    In lieu of an abstract, here is a brief excerpt of the content:Reviewed by:Cities of Alexander the GreatMuhammadUsman ErdosyP. M. Fraser. Cities of Alexander the Great. Oxford: Clarendon Press, 1996. xii 1 263 pp. Cloth, $72.Fraser’s survey aims at determining “what cities [Alexander] did indeed found, how many out of the large number attributed to him by our various sources are actually historical, and in what sense” (vi). Resolving these issues requires the analysis of sources which are plagued (...) by inconsistent geographical information on the one hand, and a general silence concerning Alexander’s motives behind his foundations on the other. Consequently, Fraser opens with a critical survey of the Alexandrias listed in Stephanus of Byzantium’s as well as in the corpus of texts preserving, or inspired by, the Western traditions of the Alexander Romance. This is followed, in chapter 2, by an analysis of lists found in the Perso-Arabic and Syriac versions of the Romance. Having disposed of the baggage of mythical foundations, Fraser then identifies those Alexandrias which are authenticated by historical and geographical texts, in chapters 3 and 4, and attempts, in chapter 5, to locate them on the ground. In conclusion, chapter 6 considers Alexander’s motives in founding cities, and the Epilogue surveys the subsequent fortunes of those few foundations which Fraser feels justified at the end of his analysis in attributing to Alexander himself. The book is also supplied with appendices detailing the formation of the Alexander Romance and the accounts of Chinese pilgrims to India, with a table summarizing references to Alexander foundations known from literature, and with detailed indices.As in his Ptolemaic Alexandria, Fraser brings an encyclopedic knowledge of sources—both primary and secondary—to the issues at hand, reserving the text for general discussion and relegating detailed argumentation to the notes. Although the material available to him had been known to previous generations, his study is the first comprehensive survey of the various Alexander foundations since Tarn’s The Greeks in Bactria and India (Cambridge 1951). Unlike Tarn, however, he prefers to dismiss (or assimilate to attested foundations) most of the Alexandrias named in Stephanus and the Romance; some because they are unsubstantiated in historical and geographical texts, and others because they represent cities actually founded by the Seleucids. In doing so, he lays strong emphasis on identifying the “pre-texts” of the Alexander Romance (in appendix 2), as well as the political motivations of their Ptolemaic authors (in chapter 1), and while he concedes that his conclusion can “only be reached by as much unverifiable argument as that of Droysen and Tarn” (viii), this part of the book is highly valuable for creating a framework with which to approach the mythical accretions to Alexander’s historical achievements.Similarly useful is the analysis of Alexander’s aims in creating a network of new cities, in chapter 6, even if it is based only partly on statements attributable to Alexander, and relies heavily on patterns observable in his foundations, on general geopolitical considerations, and, consequently, on our ability to locate [End Page 133] the historical Alexandrias. As above, there is little to quarrel with in the general conclusion that the foundations represent rather Alexander’s ambition to recreate the Achaemenid Empire under Macedonian domination than an attempt to spread Greek culture, and that even reduced to a historical scale they are of a magnitude to foreshadow the strategic thinking of the British Raj.Although Fraser considers the task of locating authentic Alexander foundations subordinate to the study of sources, his assertion (102) that the historicity of the foundations does not rest, even partly, on their precise identification on the ground is surprising, given the inability of the textual evidence to resolve many geographical and historical questions, and the difficulty, just mentioned, of establishing Alexander’s motives in founding cities without pinpointing their location. Consequently, the lengthy excursus on topography, making up chapter 5, carries considerable importance. It also testifies to the complexity of the issues, since the evidence consists of conflicting geographical data regarding cities, which remain frequently unreconcilable with the archaeological record even when supplemented by the presumed course of troop movements, in turn determined by logistics and by the presumed political motives of... (shrink)
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  7.  75
    Book reviews and notices. [REVIEW]MuhammadUsman Erdosy,Nancy J. Barnes,Lou Ratté,John Grimes,Paul B. Courtright,Brian K. Smith,Jane I. Smith,Carl Olson,T. N. Madan,William K. Mahony,Robert N. Minor,Jeffrey J. Kripal,Dennis Hudson,Lou Ratté,Serinity Young &Phillip B. Wagoner -1997 -International Journal of Hindu Studies 1 (1):189-216.
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  8.  21
    (1 other version)Al-Bantānī and the Interpretation of Ṣifāt verses in Marāḥ Labīd.UmarMuhammad Noor &Abur HamdiUsman -2023 -HTS Theological Studies 79 (1):8.
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  9.  47
    Adaptive Robust Method for Dynamic Economic Emission Dispatch Incorporating Renewable Energy and Energy Storage.Tingli Cheng,Minyou Chen,Yingxiang Wang,Bo Li,Muhammad ArshadShehzad Hassan,Tao Chen &Ruilin Xu -2018 -Complexity 2018:1-13.
    In association with the development of intermittent renewable energy generation, dynamic multiobjective dispatch faces more challenges for power system operation due to significant REG uncertainty. To tackle the problems, a day-ahead, optimal dispatch problem incorporating energy storage is formulated and solved based on a robust multiobjective optimization method. In the proposed model, dynamic multistage ES and generator dispatch patterns are optimized to reduce the cost and emissions. Specifically, strong constraints of the charging/discharging behaviors of the ES in the space-time domain (...) are considered to prolong its lifetime. Additionally, an adaptive robust model based on minimax multiobjective optimization is formulated to find optimal dispatch solutions adapted to uncertain REG changes. Moreover, an effective optimization algorithm, namely, the hybrid multiobjective Particle Swarm Optimization and Teaching Learning Based Optimization, is employed to seek an optimal Pareto front of the proposed dispatch model. This approach has been tested on power system integrated with wind power and ES. Numerical results reveal that the robust multiobjective dispatch model successfully meets the demands of obtaining solutions when wind power uncertainty is considered. Meanwhile, the comparison results demonstrate the competitive performance of the PSO-TLBO method in solving the proposed dispatch problems. (shrink)
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  10.  115
    Behavioural Psychology of Unique Family Firms Toward R&D Investment in the Digital Era: The Role of Ownership Discrepancy.Muhammad Zulfiqar,Weidong Huo,Shifei Wu,Shihua Chen,Ehsan Elahi &MuhammadUsman Yousaf -2022 -Frontiers in Psychology 13:928447.
    This study examines the R&D investment behaviour of different types of family-controlled firms with the moderating role of ownership discrepancy between cash-flow rights and excess voting rights by using the sufficiency conditions’ theoretical framework of ability and willingness developed by De Massis. It uses data from family firms that have issued A-shares from 2008 to 2018. They used pooled OLS regression for data analysis and Tobit regression for robustness checks. This study classifies family firm types into two categories, namely, the (...) lone-controller family firms (LCFFs) and the multi-controller family firms (MCFFs), with each being further classified as “excess” or “no excess” voting rights. Both LCFFs without excess voting rights and MCFFs with excess voting rights have the “ability” and “willingness” toward R&D investment. LCFFs with excess voting rights and MCFFs without excess voting rights only have the ability but low willingness to invest in R&D. The study also establishes that Chinese family-controlled firms are heterogeneous toward risky investment. To the best of our knowledge, this study is the first to differentiate Chinese family firms by their unique ownership structure characteristics in investigating the effect of the family firm structure on R&D investment. The study is a novel attempt to test the willingness and ability framework of LCFFs and MCFFs. Previous studies based on agency theory have tacitly assumed that ability and willingness exist in family-controlled firms. However, this study challenges this implicit assumption. (shrink)
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  11.  123
    On the Factors Influencing Green Purchase Intention: A Meta-Analysis Approach.Wencan Zhuang,Xiaoguang Luo &MuhammadUsman Riaz -2021 -Frontiers in Psychology 12.
    This study systematically analyzes the factors that affect consumers’ green purchase intention. Through a comprehensive literature review, the influencing factors of consumers’ green purchase intention are organized into three categories: cognitive factors, consumer individual characteristics, and social factors. Next, a meta-analysis of 54 empirical papers was conducted using Comprehensive Meta-Analysis 3.0 software to quantitatively assess these relationships. The results revealed that green perceived value, attitude, and green trust have a significant positive influence on green purchase intention. Perceived behavior control, perceived (...) consumer effectiveness, and subjective norm also has a strong positive impact on green purchase intention. Collectivism has a positive effect on green purchase intention. Green perceived risk has a significant negative impact on green purchase intention. The study’s findings provide references for enterprises engaged in green product diffusion and organizations responsible for environmental protection. (shrink)
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  12.  170
    Book reviews and notices. [REVIEW]Francis X. Clooney,Gail Hinich Sutherland,Lou Ratté,Francis X. Clooney,Carl Olson,Constantina Rhodes Bailly,Alex Wayman,Herman Tull,Sheila McDonough,Robert Zydenbos,Cynthia Ann Humes,Sarah Caldwell,Deepak Sharma,Robin Rinehart,Robert N. Minor,Frank J. Korom,Janice D. Willis,Peter Flügel,Vijay Prashad,MuhammadUsman Erdosy,MuhammadUsman Erdosy,Antony Copley,Steve Derné,Swarna Rajagopalan,Gavin Flood,Rebecca J. Manring,Michael York,David Gordon White,John Grimes,Melissa Kerin,Steven J. Rosen,Anna B. Bigelow,Carl Olson &Will Sweetman -1997 -International Journal of Hindu Studies 1 (3):596-643.
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  13.  430
    Investigating the Psychology of Financial Markets During COVID-19 Era: A Case Study of the US and European Markets.KhurramShehzad,Liu Xiaoxing,Muhammad Arif,Khaliq Ur Rehman &Muhammad Ilyas -2020 -Frontiers in Psychology 11:1-13.
    The novel coronavirus (COVID-19) has imperatively shaken the behavior of the global financial markets. This study estimated the impact of COVID-19 on the behavior of the financial markets of Europe and the US. The results revealed that the returns of the S&P 500 index have been greatly affected by a lockdown in the US owing to COVID-19. However, the health crisis generated due to the novel coronavirus significantly decreased the stock returns of the Nasdaq Composite index. The results also showed (...) that the economic crisis generated from the pandemic in Spain has had more impact on the IBEX 35 as compared to the health crisis itself. On the other hand, in the long-run, Italy’s stock markets are more affected by the health crisis as contrasted with the economic crisis, while, in the short-run, both lockdown conditions and economic instability lower the stock returns of FTSE MIB. The UK stock markets witnessed that in the short-run, deficiency of health management systems imperatively damaged the stock returns of the London Stock Exchange. The investigation revealed that deficiency of health systems and lockdown conditions have imperatively damaged the structure of financial markets, inferring that sustainable development of these nations is at risk due to COVID-19. The study suggested that governments should allocate more of their budget to the health sector to overcome a health crisis in the future. (shrink)
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  14.  25
    Personality and balanced psychological contracts: The mediating roles of epistemic curiosity and rule‐following behavior.Muhammad Mubbashar Hassan,Sajid Bashir,Usman Raja,Patrick Mussel &Sana Aroos Khattak -2020 -Business Ethics: A European Review 30 (1):102-115.
    Business Ethics: A European Review, EarlyView.
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  15.  137
    Does Participative Leadership Matters in Employees’ Outcomes During COVID-19? Role of Leader Behavioral Integrity.MuhammadUsman,Usman Ghani,Jin Cheng,Tahir Farid &Sadaf Iqbal -2021 -Frontiers in Psychology 12.
    The coronavirus pandemic (COVID-19) has badly affected the social, physical, and emotional health of workers, especially those working in the healthcare sectors. Drawing on social exchange theory, we investigated the effects of participative leadership on employees’ workplace thriving and helping behaviors among frontline workers during the COVID-19 pandemic. In addition, we examined the moderating role of a leader’s behavioral integrity in strengthening the relationship between participative leadership, and employees’ workplace thriving and helping behaviors. By using a two-wave time-lagged design and (...) data collected from 244 healthcare workers, a moderated hierarchal regression was implemented to test the proposed hypotheses. As hypothesized, participative leadership predicted employees’ workplace thriving and helping behaviors. The leader’s behavioral integrity strengthened the relationship between participative leadership and employees’ thriving and moderated the relationship between participative leadership helping behaviors. Implications for research, theory, and practice are discussed. (shrink)
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  16.  50
    Interrelations Between Ethical Leadership, Green Psychological Climate, and Organizational Environmental Citizenship Behavior: A Moderated Mediation Model.Muhammad Aamir Shafique Khan,Moazzam du JianguoAli,Sharjeel Saleem &MuhammadUsman -2019 -Frontiers in Psychology 10:475518.
    Synthesizing theories of ethical leadership, psychological climate, pro-environmental behavior, and gender, first, we proposed and tested a model linking supervisors’ ethical leadership and organizational environmental citizenship behavior via green psychological climate. Then we tested the moderating effect of gender on the indirect (via green psychological environment) relationship between supervisors’ ethical leadership and organizational environmental citizenship behavior. Time-lagged (three waves, two months apart) survey data were collected from 447 employees in various manufacturing and service sector firms operating in China. Data were (...) analyzed using structural equation modeling, bootstrapping, and multi-group technique to test the hypothesized relationships. The results showed a positive relationship between employee ratings of supervisors’ ethical leadership and organizational environmental citizenship behavior. Moreover, green psychological climate mediates the relationship between supervisors’ ethical leadership and organizational environmental citizenship behavior. Importantly, the multi-group analysis revealed that gender moderates the indirect relationship (via green psychological climate) between supervisors’ ethical leadership and organizational environmental citizenship behavior. The study carries useful practical implications for policymakers and managers concerned about environmental sustainability. (shrink)
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  17.  144
    Ethical Leadership and Knowledge Hiding: A Moderated Mediation Model of Relational Social Capital, and Instrumental Thinking.Muhammad Ibrahim Abdullah,Huang Dechun,Moazzam Ali &MuhammadUsman -2019 -Frontiers in Psychology 10:490579.
    The present study examined the direct and indirect (via relational social capital) relationships between supervisors’ ethical leadership and knowledge hiding. It also tested the moderating role of instrumental thinking in the relationship between supervisors’ ethical leadership and knowledge hiding and the relationship between supervisors’ ethical leadership and relational social capital. Data were collected from 245 employees in different firms spanning different manufacturing and service sectors. The results showed that supervisors’ ethical leadership was negatively related to knowledge hiding, both directly and (...) via relational social capital. The results revealed that instrumental thinking moderated the positive relationship between supervisors’ ethical leadership and relational social capital, such that the relationship was weak when instrumental thinking was high. The results also showed that instrumental thinking moderated both direct and indirect relationships between supervisors’ ethical leadership and knowledge hiding, such that the relationships were weak when instrumental thinking was high. The study carries important practical implications for managers concerned about the destructive consequences of knowledge hiding. (shrink)
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  18.  20
    Yazidis: A Tale of a Lost, Found, and Misunderstood Legacy in the Light of Mimetic Theory.ShakirMuhammadUsman -2021 -Contagion: Journal of Violence, Mimesis, and Culture 28 (1):251-280.
    A faint smell of rosemary permeates the room; it is a soft and soothing smell. Weaving into it is another, not as sweet but an amiable one, and a few more sniffs will reveal that it is the comforting smell of a sweating body after a long, tiring walk. Small drops of sweat sit on the broad forehead of a young male figure sitting on a bedstead, quiet except for an occasional deep and very prolonged breath that inhales decades of (...) struggle and exhales uncountable moments of grief, tiredness, and regret. The man on the bedstead, wearing old jeans soaked in his sweat, is holding a black pen. His bare feet are neatly crossed in front of him; with a leaning hand, he unwillingly and reluctantly, but carefully, takes a note... (shrink)
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  19.  24
    How Investors Attitudes Shape Stock Market Participation in the Presence of Financial Self-Efficacy.Muhammad Asif Nadeem,Muhammad Ali Jibran Qamar,Mian Sajid Nazir,Israr Ahmad,Anton Timoshin &KhurramShehzad -2020 -Frontiers in Psychology 11.
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  20.  31
    Cognitive Bias and the Extraversion Personality Shaping the Behavior of Investors.Muhammad Ishfaq,Mian Sajid Nazir,Muhammad Ali Jibran Qamar &MuhammadUsman -2020 -Frontiers in Psychology 11.
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  21.  847
    Organizational Justice and Job Outcomes: Moderating Role of Islamic Work Ethic.Khurram Khan,Muhammad Abbas,Asma Gul &Usman Raja -2015 -Journal of Business Ethics 126 (2):1-12.
    Using a time-lagged design, we tested the main effects of Islamic Work Ethic (IWE) and perceived organizational justice on turnover intentions, job satisfaction, and job involvement. We also investigated the moderating influence of IWE in justice–outcomes relationship. Analyses using data collected from 182 employees revealed that IWE was positively related to satisfaction and involvement and negatively related to turnover intentions. Distributive fairness was negatively related to turnover intentions, whereas procedural justice was positively related to satisfaction. In addition, procedural justice was (...) positively related to involvement and satisfaction for individuals high on IWE however it was negatively related to both outcomes for individuals low on IWE. For low IWE, procedural justice was positively related to turnover intentions, however it was negatively related to turnover intentions for high IWE. In contrast, distributive justice was negatively related to turnover intentions for low IWE and it was positively related to turnover intentions for high IWE. (shrink)
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  22.  25
    Social Undermining at the Workplace: How Religious Faith Encourages Employees Who are Aware of Their Social Undermining Behaviors to Express More Guilt and Perform Better.Nasib Dar,MuhammadUsman,Jin Cheng &Usman Ghani -2023 -Journal of Business Ethics 187 (2):371-383.
    Based on the conservation of resources theory, this study developed a model linking social undermining to employees helping behaviors and work role performance via expression of guilt, with religious faith possessed by employees as a first-stage moderator. We argue that individuals will feel guilty if they perceive themselves as the perpetrators of the social undermining against their coworkers. Feeling guilt can potentially trigger prosocial responses (i.e., helping coworkers) and enhance work role performance for improving the situation. We contend that religious (...) faith that commands doing good with others further provides resources for managing these negative emotions to unleash a positive side of social undermining, such that the relation of social undermining with an expression of guilt will be strengthened. A multisource (supervisor-supervisee), multi-wave, and multi-context (education, healthcare, and banking) survey involving 281 employees largely supports our study hypotheses. The results indicated that social undermining is associated with more guilt expressions amid religious individuals, revealing higher prosocial and work role performance. For business ethics research, the current study unveils an important mediator—guilt expressions about wrongdoing—via which individuals’ social undermining behaviors at work, somewhat counterintuitively, lead to boost performance outcomes, and an employee’s religious faith helps a facilitator of this relationship. (shrink)
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  23. Emergence of Metallo-beta-Lactamase producing Pseudomonas aeruginosa in Pakistan.Tariq Butt,MuhammadUsman,Rifat Nadeem Ahmad &Imran Saif -forthcoming -Emergence: Complexity and Organization.
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  24. Impact of Islamic Work Ethics on Organizational Citizenship Behaviors and Knowledge-Sharing Behaviors.Ghulam Murtaza,Muhammad Abbas,Usman Raja,Olivier Roques,Afsheen Khalid &Rizwan Mushtaq -2016 -Journal of Business Ethics 133 (2):325-333.
    This study examines the impact of Islamic Work Ethic on organizational citizenship behaviors and knowledge-sharing behaviors among university employees in Pakistan. A total of 215 respondents from public sector educational institutions participated in this research. The findings suggest that IWE has a positive effect on OCBs. In other words, individuals with high IWE demonstrate more citizenship behaviors than those with low IWE. The findings also suggest a positive effect of IWE on KSBs. Individuals with high IWE exhibit more KSBs than (...) those with low IWE. The paper also discusses the theoretical and practical implications of these findings. (shrink)
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  25.  24
    Intelligent Computation Offloading for IoT Applications in Scalable Edge Computing Using Artificial Bee Colony Optimization.Mohammad Babar,Muhammad Sohail Khan,Ahmad Din,Farman Ali,Usman Habib &Kyung Sup Kwak -2021 -Complexity 2021:1-12.
    Most of the IoT-based smart systems require low latency and crisp response time for their applications. Achieving the demand of this high Quality of Service becomes quite challenging when computationally intensive tasks are offloaded to the cloud for execution. Edge computing therein plays an important role by introducing low network latency, quick response, and high bandwidth. However, offloading computations at a large scale overwhelms the edge server with many requests and the scalability issue originates. To address the above issues, an (...) efficient resource management technique is required to maintain the workload over the edge and ensure the reduction of response time for IoT applications. Therefore, in this paper, we introduce a metaheuristic and nature-inspired Artificial Bee Colony optimization technique that effectively manages the workload over the edge server under the strict constraints of low network latency and quick response time. The numerical results show that the proposed ABC algorithm has outperformed Particle Swarm Optimization, Ant Colony Optimization, and Round-Robin Scheduling algorithms by producing low response time and effectively managing the workload over the edge server. Furthermore, the proposed technique scales the edge server to meet the demand of high QoS for IoT applications. (shrink)
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  26.  22
    Computation of the Complexity of Networks under Generalized Operations.HafizUsman Afzal,Muhammad Javaid,Ali Ovais &Md Nur Alam -2022 -Complexity 2022:1-20.
    The connected and acyclic components contained in a network are identified by the computation of its complexity, where complexity of a network refers to the total number of spanning trees present within. The article in hand deals with the enumeration of the complexity of various networks’ operations such as sum, product, difference K 2, n ⊖ K 2, and the conjunction of S n with K 2. All our computations have been concluded by implementation of the methods of linear algebra (...) and matrix theory. Our derivations will also be highlighted with the assistance of 3D plots at the end of this article. (shrink)
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  27.  13
    Impact of ownership structure and cross‐listing on the role of female audit committee financial experts in mitigating earnings management. Bilal,Francisca Ezeani,MuhammadUsman,Bushra Komal &Ali Meftah Gerged -forthcoming -Business Ethics, the Environment and Responsibility.
    This study investigates whether female Audit Committee Financial Experts (ACFEs) at Chinese listed companies reduce earnings management by examining their influence under different ownership structures and cross-listing scenarios. Our findings reveal that female ACFEs negatively affect earnings management, with their impact varying by ownership type. Specifically, female ACFEs in privately owned enterprises (non-SOEs) are more effective at reducing earnings management than those in state-owned enterprises (SOEs). Furthermore, our analysis indicates that female ACFEs in cross-listed firms are better at mitigating earnings (...) management compared with their counterparts in domestically listed firms. These results have significant implications for regulators, market authorities, investors, and corporate managers, highlighting the crucial role of female ACFEs in improving corporate transparency across diverse ownership frameworks and cross-listing conditions. (shrink)
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  28.  15
    I Have Had Enough: When and How Customer Mistreatment Leads to Coworker Undermining.Zhou Huilian,Muhammad Waqas,Farzan Yahya,Usman Ahmad Qadri &Fatima Zahid -2022 -Frontiers in Psychology 13.
    Service workers are more prone to experience customer mistreatment because of their frequent interactions with them. Hence, it compels them to the level where their performance is compromised. Employees who face customer mistreatment feel ill-treated and develop the desire for revenge. Based on the social exchange and displaced revenge perspective, this study examined the relationship between customer mistreatment and coworker undermining, and individual-level resource-based moderator service rule commitment for this relationship. An analysis of time-lagged, dyadic data from the Chinese service (...) industry confirmed that customer mistreatment significantly predicted coworker undermining. In addition, in support of the resource perspective, employees’ SRC effectively restricts an effect of customer mistreatment on coworker undermining. Finally, this study contributes to the customer mistreatment and coworker undermining literature by highlighting their relationship. This study also shows the importance of SRC in restraining the adverse effects of customer mistreatment. (shrink)
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  29.  23
    Magnetic Field Effect on Heat and Momentum of Fractional Maxwell Nanofluid within a Channel by Power Law Kernel Using Finite Difference Method.Maha M. A. Lashin,MuhammadUsman,Muhammad Imran Asjad,Arfan Ali,Fahd Jarad &TaseerMuhammad -2022 -Complexity 2022:1-16.
    The mathematical model of physical problems interprets physical phenomena closely. This research work is focused on numerical solution of a nonlinear mathematical model of fractional Maxwell nanofluid with the finite difference element method. Addition of nanoparticles in base fluids such as water, sodium alginate, kerosene oil, and engine oil is observed, and velocity profile and heat transfer energy profile of solutions are investigated. The finite difference method involving the discretization of time and distance parameters is applied for numerical results by (...) using the Caputo time fractional operator. These results are plotted against different physical parameters under the effects of magnetic field. These results depicts that a slight decrease occurs for velocity for a high value of Reynolds number, while a small value of Re provides more dominant effects on velocity and temperature profile. It is observed that fractional parameters α and β show inverse behavior against u y, t and θ y, t. An increase in volumetric fraction of nanoparticles in base fluids decreases the temperature profile of fractional Maxwell nanofluids. Using mathematical software of MAPLE, codes are developed and executed to obtain these results. (shrink)
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  30.  43
    Interplay of eco-friendly factors and islamic religiosity towards recycled package products: A cross-cultural study.Qingyu Zhang,Mudassir Husnain,MuhammadUsman,Muhammad Waheed Akhtar,Saqib Ali,Mussadiq Ali Khan,Qamar Abbas,Riffat Ismail,Tayyab Rehman &Muhammad Akram -2022 -Frontiers in Psychology 13.
    Climate change has increasingly been recognised and associated with consumer behaviour: Practitioners are developing their strategies to reduce environmental degradation while increasing the management of sustainable consumption; it needs to better understand consumer attitudes and eco-friendly factors about the issue. Therefore, the current study focused to understand the effects of pro-environmental factors on individuals’ environmental attitudes through the lens of theory of planned behaviour in a cross-cultural setting. Moreover, present research focuses on the moderating role that religiosity plays in causal (...) pathways between certain determinants and intentions in this context. A multi-wave time-lagged research design was employed in this study, and university students from two developing countries were surveyed. The findings revealed pronounced similarities between the two examined countries. Overwhelmingly, pro-environmental factors examined were found to be positively related to attitude formation. Further results showed that attitude and subjective norms are significant predictors of the intention to purchase products with recycled packaging. Moreover, with the exception of perceived behavioural control, religiosity moderates the relationships between all the determinants of TPB and intention to purchase recycled packaged products. Present study offers insightful implications to management of these emerging and/or similar cultural markets regarding customer value for green products. Using TPB, present study broadened and deepen extant stream of literature on consumption of recycled packaged products in two highly emerging markets; Pakistan and Malaysia. (shrink)
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  31.  34
    “Articulating Cognizance About What to Hide What not": Insights into Why and When Ethical Leadership Regulates Employee Knowledge-Hiding Behaviors.Moazzam Ali,MuhammadUsman,Muhammad Aamir Shafique Khan,Imran Shafique &Farooq Mughal -2024 -Journal of Business Ethics 190 (4):885-895.
    Given the dearth of research examining the distinctions across various facets of employee knowledge-hiding (KH) behaviors, there is little known about why and when leadership negatively influences playing dumb and evasive hiding but positively influences rationalized hiding. The present study fills this void by hypothesizing that employee justice orientation (JO) acts as a mediator of the associations of ethical leadership (EL) with different facets of employee KH behaviors. We also propose employee conscientiousness moderates the relationship of EL with JO and (...) the indirect relationships of ethical leadership with distinct variants of employee KH behaviors. The results based on time-lagged data from 387 employees provide support for the hypothesized relationships. Together, our research provides a more nuanced account of the influence of leadership on employee KH behaviors that can facilitate the development of more appropriate interventions to deal with the intricate problems related to employee KH behaviors. (shrink)
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  32.  62
    Evaluation of therapeutic control in a Pakistani population with hypertension.Danish Saleheen,Saman K. Hashmi,Moazzam Zaidi,Asif Rasheed,Muhammed Murtaza,Adil Abbas,Sana Nasim,Mustafa Qadir Hameed,Fahad Shuja,Muhammad Jawad Sethi,Imad Hussain,Kamran Shahid,Hamza Khalid,Usman Ahmad,Philippe M. Frossard &Muhammad Ishaq -2010 -Journal of Evaluation in Clinical Practice 16 (6):1081-1084.
  33.  28
    Do Embedded and Peripheral Corporate Social Responsibility Activities Lower Employees’ Turnover Intentions?Yumin Liu,Kamran Ijlal,MuhammadShehzad Hanif,Aitzaz Khurshid &Zeeshan Ahmed -2022 -Frontiers in Psychology 13.
    Corporate social responsibility remains a topic of interest for both theory and practice due to its multifaceted avenues and potential for growth. We have chosen embedded CSR and peripheral CSR measures to evaluate how these activities affect the employee turnover intentions via a mediation mechanism of organizational citizenship behavior. In doing so, this study addresses important stakeholder concerns and provides meaningful managerial contributions for the employers to encourage more employee participation toward sustainable corporate performance. This study incorporates four hypotheses that (...) are tested in a structural equation modeling framework by employing Warp-PLS software. Data were collected from 297 employees working in firms that are renowned for their CSR initiatives. We found support for our key hypotheses leading to strong theoretical contributions to the stakeholder theory. We have addressed the main issues of stakeholders’ response to the CSR tradeoffs and have tried to develop a deeper understanding of managers in initiating peripheral and embedded CSR activities for their firms. (shrink)
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  34.  23
    Exploring Brand Hate and the Association Between Similar Competitor Offer and Brand Equity: A Moderated-Mediation Model.Mudassir Husnain,Zanxin Wang,Petra Poulova,Fauzia Syed,Ahsan Akbar,Muhammad Waheed Akhtar,Minhas Akbar &MuhammadUsman -2021 -Frontiers in Psychology 11.
    Using the assumptions of Sternberg Duplex Theory of Hate, the present study reveals the combined effects of similar competitor offer and narcissistic personality on brand equity through the underlying mechanism of brand hate. Specifically, we hypothesize that brand hate mediates the relationship between similar competitor offer and brand equity. Moreover, we propose that similar competitor offer and brand hate relationship are stronger for narcissistic individuals. By employing a multi-wave time-lagged research design, we collected data from a sample of dairy product (...) consumers in Pakistan. The findings of moderated-mediation regression analyses indicate that Brand hate mediates the relationship between similar competitor offer and brand equity; and Narcissistic personality moderates a similar competitor offer and brand hate relationship such that a high similar competitor offer led to greater brand hate when narcissism was high. Furthermore, conditional indirect effects reveal that brand hate mediates the relationship between similar competitor offer and brand equity only with individuals exhibiting narcissistic personality traits. The current study offers great insights to managers that by managing similar competitor offer, they can manage the development of brand hate, which can subsequently effect brand equity. Moreover, by profiling customers on the basis of their personalities, marketing managers can effectively invest only in customers with positive tendencies. The current study is unique in that it highlights new avenues in existing research by extending the nascent domain of brand hate in consumer–brand relationships. (shrink)
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  35.  16
    Character building training model for young people to strengthen religious moderation.K. Munawir,Makmur Makmur,Muhammad N. A. Rasyid,Wahyuddin Naro,SyahruddinUsman &Hadi Pajarianto -2023 -HTS Theological Studies 79 (1):7.
    Student character survey in Indonesia in 2021, on average, produced lower index numbers compared to last year’s index results. This research aims to explore the policies and content of Character Building Training (CBT), and the impact of the programme on student character. This research was qualitative, involving informants: 60 students and 8 lecturers, who were selected using purposive and snowball techniques, so that if the data were saturated, collecting the data was considered sufficient. Data were collected through observation and in-depth (...) interviews carried out from June to September 2022. Data analysis was carried out manually using the Discovering Cultural Themes model by carrying out data reduction, data display, and drawing conclusions and verification. The research results show that CBT is implemented through a cycle of CBT campaign, capacity building, and institutionalisation with a nurturing, learning, mentoring, and consulting approach. The content includes attitudes and values, skills, knowledge and moderate integrative insight, as well as amplifying tolerant, open, critical, caring, and creative behaviour, respecting differences, and polite and commendable behaviour. The CBT programme has amplified some aspects: religious character, discipline, politeness, caring for the environment, and patriotism. The greatest and dominant strengthening was in religious character and love of the country. The implication and contribution of this research is the continuation of character education for young people as an instrument to substantiate religious moderation. Contribution: This research is important theoretically and practically to contribute to the formation of character building in young people in Islamic tertiary institutions. Currently, character education is the main vision of Islamic tertiary institutions in Indonesia, which is associated with religious moderation as one of the priorities in the national medium-term development plan. (shrink)
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  36.  299
    (1 other version)Nidus Idearum. Scilogs, XIII: Structure / NeutroStructure / AntiStructure.Florentin Smarandache -2024 - BiblioPublishing.
    In this thirteenth book of scilogs – one may find topics on Neutrosophy, Plithogeny, Physics, Mathematics, Philosophy – email messages to research colleagues, or replies, notes, comments, remarks about authors, articles, or books, spontaneous ideas, and so on. It presents new types of soft sets and new types of topologies. -/- Exchanging ideas with Mohammad Abobala, Ishfaq Ahmad, Ibrahim M. Almanjahie, Fatimah Alshahrani, Nizar Altounji,Muhammad Aslam, Said Broumi, Victor Christianto, R. Diksh, Feng Liu, Frank Julian Gelli, Erick Gonzalez (...) Caballero, Riad Hamido, Yaser Al-Hasan, Ahmed Hatip, Yasin Karmouta, Nivetha Martin, Preda Mihăilescu, V. Lakshmana Gomathi Nayagam, Ze Carlos Tiago de Oliveira, Alexey Platonov, Andrei Pogany, Shakti Prasad, Ranulfo Paiva Barbosa (Sobrinho), Dmitri Rabounski, Ackbar Rezaei, Constantin Sandu, A. Saraswathi,Usman Shahzad, Gocho V. Sharlanov, Stefan Spaarmann, Michael Voskoglou, Vinay Kumar Yadav, Tomasz Witczak, William H. Woodall, Mircea Zărnescu, Mohamed Bisher Zeina (in order of reference in the book). (shrink)
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  37.  29
    Mediating Role of Green Supply Chain Management Between Lean Manufacturing Practices and Sustainable Performance.Fazal Hussain Awan,Liu Dunnan,Khalid Jamil,Sohaib Mustafa,Muhammad Atif,Rana Faizan Gul &Qin Guangyu -2022 -Frontiers in Psychology 12.
    Manufacturing companies in today's industrial world are seeking to use the new manufacturing process methods. The primary goal of corporations is to achieve optimum production while deploying minimal capital. The fundamental purpose of this study is to examine the influence of various lean manufacturing practices on the sustainability performance of companies and the mediating role of green supply chain management. The data was gathered using questionnaires from 250 Pakistani manufacturing firms and analyzed using AMOS 25. Results demonstrate that process and (...) equipment, product design, supplier relationships, and customer relationships significantly affect sustainable performance. It is also recognized that Green Supply Chain Management mediates the interaction between HR processes, product design, supplier relationship, customer relationship, and environmental performance. The findings of this study will enable managers and decision-makers of manufacturing companies to increase sustainable efficiency and reduce waste through the use of lean manufacturing and GSCM implementation. (shrink)
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  38.  120
    How Ethical Leadership Shapes Employees’ Job Performance: The Mediating Roles of Goal Congruence and Psychological Capital.Usman Raja,Asma Zafar &Dave Bouckenooghe -2015 -Journal of Business Ethics 129 (2):251-264.
    Drawing from research on ethical leadership, psychological capital, and social learning theory, this study investigated the mediating effects of goal congruence and psychological capital in the link between supervisors’ ethical leadership style and followers’ in-role job performance. Data captured from 171 employees and 24 supervisors showed that ethical leadership has a positive effect on followers’ in-role job performance, yet this effect is explained through the role of psychological capital and follower–leader goal congruence, providing evidence of mediation. These findings have significant (...) implications for research and practice. (shrink)
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  39.  88
    COVID-19 and Spillover Effect of Global Economic Crisis on the United States’ Financial Stability.KhurramShehzad,Liu Xiaoxing,Faik Bilgili &Emrah Koçak -2021 -Frontiers in Psychology 12.
    Due to the novel coronavirus pandemic, the lockdown engendered has had a vicious impact on the global economy. This analysis’ prime intention is to evaluate the impact of the United States’ economic and health crisis as a result of COVID-19 on its financial stability. Additionally, the investigation analyzed the spillover impact of the worldwide economic slowdown experienced by COVID-19 on the United States’ financial volatility. The study applied an autoregressive distributed lag model and discovered that the economic and health crises (...) that occurred in the United States portentously upset the future expectations of its investors. Conspicuously, the health crisis in Spain and Italy were ominous spillovers of the United States’ financial instability in the short-run. Likewise, an economic crisis ensued in the United Kingdom because of COVID-19 causing spillover for the United States markets’ financial instability. The examination evaluated that Asian and African nations’ economic crises perilously affects the United States’ financial stability. The study determined that financial instability occurred in the United States due to its own economic and health crises persisted for a longer period than financial disequilibrium that occurred in other nations. The analysis suggested some strategies of smart lockdown that the government of the United States and other nations should follow to restart the economic cycle through tighter controls to minimize losses by following the steps of preparing a lockdown checklist, monitoring completion of lockdown tasks, and complete a close-down stock take or count. (shrink)
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  40.  251
    The Associations of Dyadic Coping and Relationship Satisfaction Vary between and within Nations: A 35-Nation Study.Peter Hilpert,Ashley K. Randall,Piotr Sorokowski,David C. Atkins,Agnieszka Sorokowska,Khodabakhsh Ahmadi,Ahmad M. Aghraibeh,Richmond Aryeetey,Anna Bertoni,Karim Bettache,Marta Błażejewska,Guy Bodenmann,Jessica Borders,Tiago S. Bortolini,Marina Butovskaya,Felipe N. Castro,Hakan Cetinkaya,Diana Cunha,Oana A. David,Anita DeLongis,Fahd A. Dileym,Alejandra D. C. Domínguez Espinosa,Silvia Donato,Daria Dronova,Seda Dural,Maryanne Fisher,Tomasz Frackowiak,Evrim Gulbetekin,Aslıhan Hamamcıoğlu Akkaya,Karolina Hansen,Wallisen T. Hattori,Ivana Hromatko,Raffaella Iafrate,Bawo O. James,Feng Jiang,Charles O. Kimamo,David B. King,Fırat Koç,Amos Laar,Fívia De Araújo Lopes,Rocio Martinez,Norbert Mesko,Natalya Molodovskaya,Khadijeh Moradi,Zahrasadat Motahari,Jean C. Natividade,Joseph Ntayi,Oluyinka Ojedokun,Mohd S. B. Omar-Fauzee,Ike E. Onyishi,Barış Özener,Anna Paluszak,Alda Portugal,Ana P. Relvas,Muhammad Rizwan,Svjetlana Salkičević & Sarmány-Schul -2016 -Frontiers in Psychology 7.
  41.  34
    Co-creation or Co-destruction: A Perspective of Online Customer Engagement Valence.Junaid Siddique,Amjad Shamim,Muhammad Nawaz,Ibrahima Faye &Mobashar Rehman -2021 -Frontiers in Psychology 11.
    The increasing interest in online shopping in recent years has increased the importance of understanding customer engagement valence in a virtual service network. There is yet a comprehensive explanation of the CEV concept, particularly its impact on multi-actor networks such as web stores. Therefore, this study aims to fill this research gap. In this study, past literature in the marketing and consumer psychology field was critically reviewed to understand the concept of CEV in online shopping, and the propositional-based style was (...) employed to conceptualize the CEV within the online shopping context. The outcomes demonstrate that the valence of customer engagement is dependent on the cognitive interpretation of signals that are prompted by multiple actors on a web store service network. If the signals are positively interpreted, positive outcomes such as service co-creation are expected, but if they are negatively interpreted, negative outcomes such as service co-destruction are predicted. These notions create avenues for future empirical research and practical implications. (shrink)
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  42. Dr.Muhammad Iqbal, the humanist: a reassessment of the poetry and personality of the poet-philosopher of the East.Muhammad Iqbal -1997 - Lahore: Iqbal Academy. Edited by Syed Ghulam Abbas.
    Includes an introd. of 49 p. by S. G. Abbas.
     
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  43.  51
    Pembacaan baru konsep talak: Studi pemikiranMuhammad sa‘id al-‘asymāwī.Muhammad Fauzinuddin Faiz -2016 -Epistemé: Jurnal Pengembangan Ilmu Keislaman 10 (2).
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  44.  40
    An extension of Shelah’s trichotomy theorem.Shehzad Ahmed -2019 -Archive for Mathematical Logic 58 (1-2):137-153.
    Shelah develops the theory of \\) without the assumption that \\), going so far as to get generators for every \\) under some assumptions on I. Our main theorem is that we can also generalize Shelah’s trichotomy theorem to the same setting. Using this, we present a different proof of the existence of generators for \\) which is more in line with the modern exposition. Finally, we discuss some obstacles to further generalizing the classical theory.
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  45. Abu call Ahmad IbnMuhammad miskawayh.Muhammad Miskawayh -1999 - In Seyyed Hossein Nasr & Mehdi Amin Razavi,An anthology of philosophy in Persia. New York: Oxford University Press. pp. 1--274.
  46.  84
    Attitudes of medical students towards incentives offered by pharmaceutical companies- perspective from a developing nation- a cross sectional study.Usman Tariq Siddiqui,Amarah Shakoor,Sarah Kiani,Farwa Ali,Maryam Sharif,Arun Kumar,Qasim Raza,Naseer Khan,Sardar Mohammed Alamzaib &Syed Farid-ul-Husnain -2014 -BMC Medical Ethics 15 (1):36.
    A training physician has his first interaction with a pharmaceutical representative during medical school. Medical students are often provided with small gifts such as pens, calendars and books, as well as free lunches as part of drug promotion offers. Ethical impact of these transactions as perceived by young medical students has not been investigated in Pakistan before. This study aimed to assess the association of socio-demographic variables with the attitudes of medical students towards pharmaceutical companies and their incentives.
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  47.  11
    Benefiting from Symbols of Saudi Heritage to Create Artistic Artifacts Using Artificial Intelligence Programs.Nashwa Mohamed Esam Abd El Aziz,Amani Mohammed Badir &NaglaaMuhammad Farouk Ahmed -forthcoming -Evolutionary Studies in Imaginative Culture:849-855.
    By combining the art of Saudi heritage, because of its aesthetic values that increase and enrich the work, and the recycling of old environmental materials, innovative artistic artifacts were produced. The importance of the research came Attention was paid to the decorations of Al-Qat Al-Asiri art and benefiting from it in creating innovative artistic artifacts. The The research aims to demonstrate the aesthetic values of Al-Qat Al-Asiri art and benefit from them in creating innovative modern art objects through the idea (...) of recycling. The research assumes the possibility of making artistic artifacts through recycling using the idea of Al-Qat Al-Asiri art. The research problem is represented in the following question. (shrink)
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  48.  111
    Travel decision making during and after the COVID-2019 pandemic: Revisiting travel constraints, gender role, and behavioral intentions.Norzalita Abd Aziz,Fei Long,Miraj Ahmed Bhuiyan &Muhammad Khalilur Rahman -2022 -Frontiers in Psychology 13.
    The COVID-19 pandemic has deeply influenced the tourism and hospitality industry, and it has also reshaped people’s travel preferences and related behaviors. As a result, how prospective travelers perceive travel constraints and their effects on future travel behaviors may have changed to some extent. Besides, such perception arguably varies across gender. Therefore, this research examines the interplay between travel constraints, gender, and travel intentions for facilitating robust tourism recovery by revisiting the Leisure Constraints Model from a gender perspective. Data were (...) collected through a survey from 357 Malaysian prospective travelers. By conducting path analysis and multigroup analysis, it is found that structural and interpersonal constraints impose indirect effects on travel intentions, and gender moderating the effect of structural cost on intrapersonal constraints and effect of intrapersonal constraints on travel intentions. Based on these findings, this research provides theoretical and practical implications into how to adjust their marketing strategies and travel products during the era of “new normal” for tourism policy makers, destination marketers, and related businesses. (shrink)
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  49. Three Kinds of Social Kinds.Muhammad Ali Khalidi -2013 -Philosophy and Phenomenological Research 90 (1):96-112.
    Could some social kinds be natural kinds? In this paper, I argue that there are three kinds of social kinds: 1) social kinds whose existence does not depend on human beings having any beliefs or other propositional attitudes towards them ; 2) social kinds whose existence depends in part on specific attitudes that human beings have towards them, though attitudes need not be manifested towards their particular instances ; 3) social kinds whose existence and that of their instances depend in (...) part on specific attitudes that human beings have towards them . Although all three kinds of social kinds are mind-dependent, this does not make them ontologically subjective or preclude them from being natural kinds. Rather, what prevents the third kind of social kinds from being natural kinds is that their properties are conventionally rather than causally linked. (shrink)
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  50.  12
    Attention-Based Deep Entropy Active Learning Using Lexical Algorithm for Mental Health Treatment.Usman Ahmed,Suresh Kumar Mukhiya,Gautam Srivastava,Yngve Lamo &Jerry Chun-Wei Lin -2021 -Frontiers in Psychology 12.
    With the increasing prevalence of Internet usage, Internet-Delivered Psychological Treatment (IDPT) has become a valuable tool to develop improved treatments of mental disorders. IDPT becomes complicated and labor intensive because of overlapping emotion in mental health. To create a usable learning application for IDPT requires diverse labeled datasets containing an adequate set of linguistic properties to extract word representations and segmentations of emotions. In medical applications, it is challenging to successfully refine such datasets since emotion-aware labeling is time consuming. Other (...) known issues include vocabulary sizes per class, data source, method of creation, and baseline for the human performance level. This paper focuses on the application of personalized mental health interventions using Natural Language Processing (NLP) and attention-based in-depth entropy active learning. The objective of this research is to increase the trainable instances using a semantic clustering mechanism. For this purpose, we propose a method based on synonym expansion by semantic vectors. Semantic vectors based on semantic information derived from the context in which it appears are clustered. The resulting similarity metrics help to select the subset of unlabeled text by using semantic information. The proposed method separates unlabeled text and includes it in the next active learning mechanism cycle. Our method updates model training by using the new training points. The cycle continues until it reaches an optimal solution, and it converts all the unlabeled text into the training set. Our in-depth experimental results show that the synonym expansion semantic vectors help enhance training accuracy while not harming the results. The bidirectional Long Short-Term Memory (LSTM) architecture with an attention mechanism achieved 0.85 Receiver Operating Characteristic (ROC curve) on the blind test set. The learned embedding is then used to visualize the activated word's contribution to each symptom and find the psychiatrist's qualitative agreement. Our method improves the detection rate of depression symptoms from online forum text using the unlabeled forum texts. (shrink)
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