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This study examines the impact of digital consumer engagement, human resource innovation and sustainable marketing practices on the performance of the organization and customer loyalty in emerging business markets. In today's fierce business world, companies are becoming more reliant on digital platforms, creative employee practices and marketing centred around sustainability if they want to boost performance and foster customer relations with end users. The study is quantitative in nature, and a structured questionnaire is utilized to gather responses from individuals who are associated with the SMEs, Startup, Entrepreneurial ventures and the service-based companies. The data obtained were analyzed using descriptive analysis, reliability analysis, correlation analysis and regression analysis with the total of 250 respondents. Results indicate that digital engagement with consumers, innovation in HR practices and sustainable marketing approaches have positive and significant impacts on both organizational performance and customer loyalty. Human resource innovation was identified as the best predictor of organizational performance, and digital consumer engagement was the best predictor of customer loyalty. Based on the results, other companies in emerging markets can reap better business results by integrating three elements: digital interaction with customers, innovative HR practices, and responsible marketing. The study presents a framework that integrates digital engagement, HR innovation, sustainable marketing, performance of organizations, and customers' loyalty to contribute to the digital engagement literature, HR innovation literature, sustainable marketing literature, organization performance literature, and customer loyalty literature.
🔗 https://doi.org/10.66635/30dnsw73
#researchpublication
#hashtagabdc
#hashtagabdcjournal
#hashtagresearch
#hashtagacademicresearch
#hashtagdigitalconsumerengagement
#hashtaghrinnovation
#hashtagsustainablemarketing
#hashtagorganizationalperformance
#hashtagcustomerloyalty
Employee turnover presents a persistent challenge for healthcare organizations because workforce instability can affect operational continuity, staffing capacity, and human resource planning. This study examined the potential of AI-driven workforce analytics for predicting employee turnover and supporting strategic retention decisions. A healthcare workforce dataset comprising 1,676 employees was analyzed using demographic, occupational, compensation, satisfaction, and career-related characteristics. Employee attrition was treated as the prediction outcome, and Logistic Regression, Random Forest, and Gradient Boosting models were developed using a stratified training-test approach. Model performance was assessed using accuracy, precision, recall, F1-score, and ROC-AUC. Overall attrition was 11.87%, with employees experiencing turnover characterized by younger age, lower monthly income, shorter organizational tenure, lower job satisfaction, and poorer work-life balance. Overtime showed a marked association with turnover, with attrition rates of 29.2% among employees working overtime and 5.0% among those without overtime. Gradient Boosting achieved the highest accuracy (0.909) and ROC-AUC (0.911), while Logistic Regression achieved the highest recall (0.760). The findings demonstrate that predictive workforce analytics can identify meaningful turnover patterns while supporting risk-informed retention planning. Integrating predictive evidence with workforce characteristics may help healthcare organizations prioritize workload management, employee engagement, compensation, career development, and work-life balance initiatives.
🔗 https://doi.org/10.51483/IJAIML.6.9s.2026.1588-1595
#researchpublication
#hashtagai
#hashtagartificialintelligence
#hashtagmachinelearning
#hashtagemployeeretention
#hashtaghealthcaremanagement
#hashtagresearch
#hashtagacademicresearch
#hashtaghealthcare
#hashtagpublishedresearch
This piece of research reflections addresses an important part of parents’ training and professional development, which unfortunately was overlooked previously. After reviewing opinion papers, program descriptions, theoretical frameworks, empirical studies, literature reviews on parental involvement, the study found a substantial gap in research, programs, and practice. The literature on parents’ involvement and its barriers, the study presents epistemological foundations for the overlooked part of parents’ training. The study recommends Internet Coupled Information and Communication Technologies (ICICTs) based parents’ training with synchronous and asynchronous modes providing quality content for enhancing parents’ knowledge, skills, and competence in educational aspects. These trainings on educational aspects target to create common knowledge constructs that can facilitate parents and teachers to establish complementary communication; leading to effective parental involvement beneficial for children and schools in the effective implementation of the whole-child approach. As parents' knowledge, skills, and competencies in educational aspects grow, it will increase their involvement, assistance, and interaction with their children and the school. Enhanced technology skills can also help parents overcome barriers that hindered their involvement in children education.
This study was conducted to determine the role of metaphysics in education. The purpose of the study, according to George Berkeley, is to learn the role of metaphysics in education, define metaphysics in education, and examine the metaphysics of idealism in education. A questionnaire was used to collect data from a sample selected through random sampling techniques. The questionnaire uses a Likert scale. SPSS software was used to find the mean, standard deviation and percentage of the product. Most of the respondents found that the teacher has an important role in the learning process, focusing on the teacher's brainstorming to get ideas and meaning through discussion, dialogue, and that the school encourages students to work together, listen, and respect others. In addition, the curriculum must include the philosophical concept of metaphysics as a theory of education. The initial stage. Curriculum should provide possibilities for conducting research and putting idealism's educational and philosophical ideas into new contexts.
This paper discusses the effec t of the growth of regul atory au thority in the Pakistani higher education system, which has res ul ted i n a state of accountability without autonomy. Hereby the faculty i s bei ng increasingly dem anded to c om ply with new rules and regulations and yet the institutions do not ha ve s uffic ient authority to perform their professional func ti ons. It was a The oretic al study that reviewed the previous ly avai lable literature to reach the conclusion. It is concluded that the centralized control and bureaucratic press ures i n Pakistan’s higher education have undermined faculty autonomy and quality-focused research. Sus tai nable improvement requires systems that em power and trust faculty as central agents of academic exc ellence . Reorient the Higher Educ ation Comm is si on toward outcome-based accountabi li ty by setting quali ty benchm arks while granting universi ties autonomy in curriculum, teaching, and research decisions.
Pragmatics is a major study of linguistics that defines the hidden meanings of a writer and speaker towards the conjoining effort of linguistic form. It is stated along with its user. Within pragmatics the importance is usually given to a contextual meaning, where every other meaning of given context is referred to speaker as well as writer that wishes to state something. Therefore, the field of Pragmatics helps to deal with speaker’s intended meaning. It is the scope of pragmatics that shows some of linguistic relating terms. They are often stated as utterances, which are informative contribution through physical or real utterance of the meaning, uses of word, structure and setting of the conversations. The second is a speech act that focuses on what the writer and the speaker wants to say to someone. So in this way, the major purpose of pragmatics is engaged with addressor’s intended words to communicate with the addressee.
🔗 http://dx.doi.org/10.7575/aiac.alls.v.9n.2p.77
#speech
#actsmaximspolitenessdeixispositive
#facenegative
#face
The present paper will try to analyze some crucial features that can
highlight the differences between English for legal purposes (ELP) and General
English (GE). It focuses on use of (ELP) as a medium of instruction within practical
field of Law. The study will deal with a fact that lawyers are the most eloquent
users of English language. Where, on the other hand, they are its notorious
abusers. It is because they employ arcane vocabulary within their discourses. The
most controversial features that underlie within this field were to be analyzed from
different perspectives: (1) its practicability to legal language’s nature (2) semantic
interpretations of legal interpretations and (3) perceptual differences over statues of
applied and real cases. A language policy program was conducted for this purpose
in SM (Sind Muslim) Law College, (Hyderabad) Sind, Pakistan. Its goal was to
analyze the particular needs of the legal learners towards their use of English
language. After having the discussions with stakeholders, learners, experienced
interlocutors and advocates themselves, the researcher, then analyzed some of the
case methods (legal books). It was considered a necessary concern to have
particular model that should design a conclusive course of integrating the language
learning with legal content. This study falls with three major categories in the end
for future scholars. (1) Study of Specific English language within legal field. (2)
Study of spoken English language within legal settings and (3) Study of written
English language of law. However, the main attempt is to explore the third
category, focusing on controversial features within written form of legal English
language. This study will also help future ESP course designers to visualize the
underlying facts that are important in present era. It will not only improve the
learning purposes but to strategies for teaching methods. Therefore, it is important
to analyze the controversial facts of ELP course.
🔗 http://jlsp.steconomiceuoradea.ro/archives/006/JLSP6_2.…
#comprehensibilitylegal
#englishneeds
#analysisvaguenessprecisioninterpretations
The paper presented an in-depth view of current practices of English language teaching at the Department of Political Science of the University of Karachi (Pakistan). It specifically narrowed its vision down to teach specific English course to the students of political science at the said university. Three tools were employed to collect the data for this study to determine the appropriateness of the English curriculum that could have met with the needs of students. The study also analyzed the teaching strategies that were adopted to teach English to the students of political science. This step followed to overcome students’ learning problems. The results led to suggest the designing of specific English curriculum for the students of political science that (curriculum) could bring clarity in teaching practices and methodologies adopted to teach English in connection with the particular norms of ESP practice and student need analysis.
🔗 https://linguisticforum.com/index.php/ling/article/view…
#english
#curriculum
#for
#political
#science
#studentsesp
#approachesp
#course
#for
#political
This study tries to present a local variety of English that is used in Pakistan and is known as Pakistani English or ‘Pinglish’. It is recognized an official language in Pakistan. The paper briefly highlights its history; sources of its emergence, its various altered forms, underlying socio-cultural and religious effects that have an influence. It is to analyze the indigenized peculiarities by observing different phonetic components, sentence structure, morphology, lexis and phonology. Previous contributions on the advancement of this variety have acknowledged its legitimacy to a great extent. The study presents an influence of first language onto the pronunciation of the second language. In short, it examines that Urdu nouns and other group of vocabulary items within Pakistani variety of English are utilized intentionally and with determination, where its speakers have their own Urdu words present as substitutes.
🔗 http://doi.org/10.53057/linfo/2019.1.2.1
#british
#english
#brecodemixingmorphologypakistani
#english
#pakephonologysyntax
The present study seeks to find impacts of digital humanities on academic performances of students and teachers. The students and teachers, selected as participants of this study represent the second language learners of Institute of English Language and Literature (IELL), University of Sindh, Jamshoro. The study tries to investigate about the significance of digital humanities for second language learners in field of an academic research. The study explores an idea for the future research designs about new technical methods that can be introduced into field of academic research. Therefore, the objectives designed to find the impacts of digital humanities on second language learners are the investigation of role played by digital humanities in classroom and perceptions of students for it. The study follows qualitative method with content analysis of students and teachers’ perceptions for digital humanities in classroom learning. The findings of this study have shown that there is a need to digitalize classroom learning. The teachers and students wanted to learn and teach with novice teaching methods with introduction of technological gadgets. According to them, this can facilitate learning environment more compared to traditional learning.
🔗 https://sujo.usindh.edu.pk/index.php/IRJAH/article/view…
#digital
#humanitiestechnologysecond
#languagelearning
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