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Student attritions in tertiary educational institutes may play a significant role to achieve core values leading towards strategic mission and financial well-being. Analysis of data generated from student interaction with learning management systems (LMSs) in blended learning (BL) environments may assist with the identification of students at risk of failing, but to what extent this may be possible is unknown. However, existing studies are limited to address the issues at a significant scale.

This study develops a new approach harnessing applications of machine learning (ML) models on a dataset, that is publicly available, relevant to student attrition to identify potential students at risk. The dataset consists of the data generated by the interaction of students with LMS for their BL environment.

Identifying students at risk through an innovative approach will promote timely intervention in the learning process, such as for improving student academic progress. To evaluate the performance of the proposed approach, the accuracy is compared with other representational ML methods.

The best ML algorithm random forest with 85% is selected to support educators in implementing various pedagogical practices to improve students’ learning.

This paper aims to explore the factors influencing customers' attitudes and behaviours, specifically in terms of affective satisfaction, participation behaviour, and word-of-mouth, within the restaurant industry, with a focus on both tangible and intangible elements. Additionally, the study seeks to identify the dual mediating role of customer affective satisfaction in this relationship.

In this exploratory study, SEM-VB was utilized to examine data from 312 valid respondents who completed a face-to-face questionnaire using a quantitative methodology. The respondents were targeted at restaurants that serve comparable food and beverages for a similar socioeconomic class.

The findings reveal that perceived value, physical appearance, and standardization significantly contribute to customer affective satisfaction, which, in turn, positively influences their participation behaviour and word-of-mouth.

Practically, restaurant managers can enhance customer experiences and boost positive word-of-mouth by fostering affective satisfaction and encouraging interactive customer participation.

The novel concept of “affective satisfaction” contributes to restaurant management literature by identifying its tangible and intangible drivers and uncovering its outcomes in participation behaviour and word of mouth. By combining numerous factors and investigating the mediating function of affective satisfaction and based on the theory of Expectancy-Disconfirmation, this study adds to the theoretical understanding of what drives the affective satisfaction and word-of-mouth of casual dining restaurants’ customers.

This study aims to examine the ability of independent directors to discipline related-party transactions (RPTs) among listed companies in Malaysia. Firms typically appoint independent directors individually, not as a group. However, board members are commonly viewed collectively as a group, and evidence of the abilities of individual directors is scarce.

The attributes of individual independent directors include accounting literacy, length of service, audit committee membership and active participation in board and audit committee meetings. The unit of analysis is the individual independent director. The final sample consists of 1,552 observations in 2017, and RPTs are categorized as either efficient or conflicting.

The study finds that the tenure of individual independent directors and active participation in board meetings affect the firm’s engagement in RPTs. However, the financial literacy, audit committee membership and attendance of independent directors at audit committee meetings do not affect the firm’s engagement in RPTs, either efficient or conflicting. Overall, this result offers limited support for the upper-echelon theory concerning the attributes of individual independent directors and RPTs.

This study uses cross-sectional observations for 2017, which predates the COVID-19 pandemic. Thus, this study ignores the impact of restrictions in community mobility during the pandemic on the independent director’s ability to monitor the corporation. This circumstance may have implications for practice and merit further research.

The findings provide information for board nominating committees, regulators and policymakers that the capability of individual independent directors to fulfill their responsibilities is limited. The firm’s nominating committee must be very selective in nominating and appointing independent directors with appropriate competencies. Investors should choose companies that have reappointed the same independent directors for an extended period, as they may benefit from the experience in protecting investors’ interests.

This paper contributes novel evidence to upper-echelon theory literature on the association between independent directors and RPT types from the perspective of individual independent directors.

This study aims to investigate the direct nexus between board characteristics, corporate social responsibility (CSR) disclosure and the cost of equity capital (CEQ). This is done by using agency theory, stakeholder theory and signalling theory, followed by an investigation into the indirect mediation impact of CSR disclosure in the board characteristics-CEQ nexus. It intends to present new experimental evidence from Jordan’s developing economy.

The study’s target population was services companies registered on the Amman Stock Exchange (ASE) between 2012 and 2020. As a result, the population and sampling of this study are represented by all services companies for whom complete data are available over the period, with a total of 43 services companies yielding 387 company-year observations. Data for our study were obtained from their annual disclosures and the ASE’s database.

The main findings demonstrated that board size, board gender variety and the number of board sessions positively affect CSR disclosure significantly. In addition, three board characteristics (i.e. board size, board independence and board gender variety) significantly negatively affect CEQ. Besides, CSR disclosure significantly negatively affects CEQ and it fully mediates the relationship between two board characteristics (i.e. board size and board gender variety) and CEQ, whereas it partially mediates the nexus between board independence, CEO/Chairman duality and the number of board sessions of board characteristics and CEQ.

This study varies from earlier studies, in that it builds a new research model by looking at the mediating role of CSR disclosure in the nexus among board characteristics and the CEQ.

The proliferation of smartwatches in the digital age has radically transformed health and fitness management, offering users a multitude of functionalities that extend beyond mere physical activity tracking. While these modern wearables have empowered users with real-time data and personalized health insights, their environmental implications remain relatively unexplored despite a growing emphasis on sustainability. To bridge this gap, this study extends the UTAUT2 model with smartwatch features (mobility and availability) and perceived security to understand the drivers of smartwatch usage and its consequent impact on environmental sustainability.

The proposed theoretical model is evaluated based on data collected from 303 smartwatch users using a hybrid structural equation modeling–artificial neural network (SEM-ANN) approach.

The PLS-SEM results supported smartwatch features’ effect on performance and effort expectancy. The results also supported the role of performance expectancy, social influence, price value, habit and perceived security in smartwatch usage. The use of smartwatches was found to influence environmental sustainability significantly. However, the results did not support the association between effort expectancy, facilitating conditions and hedonic motivation with smartwatch use. The ANN results further complement these outcomes by showing that habit with a normalized importance of 100% is the most significant factor influencing smartwatch use.

Theoretically, this research broadens the UTAUT2 by introducing smartwatch features as external variables and environmental sustainability as a new outcome of technology use. On a practical level, the study offers insights for various stakeholders interested in smartwatch use and their environmental implications.

We study the role of having an audit committee (AC) as a signal of firm quality and as a monitoring device of the information quality contained in the listing prospectus.

Ordinary Least Squares regressions are used to examine the association between the presence of an audit committee and (1) the initial return (IR), and (2) the earnings forecast error in the listing prospectus in a sample of 55 Real Estate Investment Trusts that went public on the BME Growth market during 2013–2022. Heckman two-step estimation procedure to correct for endogeneity and bootstrap are used for robustness.

We show that IR and earnings forecasts are significantly affected by the presence of AC. The IR is higher and the earnings forecast included in the prospectus are of higher quality in firms with AC.

Our research provides (1) managers with new tools when deciding on their corporate governance structure in the listing process, (2) specific evidence for regulators on the role played by ACs in the process of going public, which may be useful in the context of the ongoing regulatory changes regarding admission processes in Europe, and (3) society with a sign that AC can enhance investor and public confidence in financial markets and foster a more stable and transparent investment environment.

The adoption of an AC is voluntary in this market, so this discretionary decision provides an exceptional opportunity to conduct such an analysis. Additionally, this issue has not been previously analysed in Europe.

我們擬探討審計委員會在作為是公司質素的一個信號, 以及在作為是監控上市招股書內資料質素的一個機制所扮演的角色。

研究人員使用普通最小二乘法回歸模型, 去探討審計委員會的存在與 (一) 初期回報、和 (二)上市招股書內收益預測的錯誤兩者之間的關聯。研究的樣本為55個於2013年 至 2022年間在 BME Growth 市場上市的不動產投資信託。研究人員使用自助法和可幫助修正內生性問題的赫克曼兩階段回歸, 以達數據的穩健性。

研究結果顯示, 審計委員會的存在會顯著地影響初期回報和收益預測。若公司採用審計委員會, 初期回報則會較高; 而且, 招股書內的收益預測也顯示較高的質素。

由於採用審計委員會與否在這研究的有關市場內純基於自主的決定、而非屬強制性, 因此, 與這決定有關的課題為學者提供了特殊的研究機會。再者, 在歐洲至今似仍未有學者曾嘗試探討這個課題。

本研究帶來以下實務方面的啟示: (一) 當經理需決定其在上市過程中的公司治理結構時, 本研究為他們提供了新的工具給他們使用; (二) 本研究為調控者就公司上市過程中審計委員會所扮演的角色提供具體的證據。而這因歐洲正進行更改與批核上市有關的規管而可能使其產生用處; (三) 本研究為社會提供一個信號, 顯示審計委員會不但可增強投資者和大眾對金融市場的信心, 而且還能培育更穩定和透明的投資環境。

公司治理、審計委員會、上市、初期回報、盈餘預測、不動產

This study aims to assess the effect of material internal control weaknesses (MICW) on the relationship between ownership structures and future-oriented disclosure.

A total number of 197 firms were assessed in this study during 2014–2021. Two measures were used for MICW. First, the number of existing MICW was assessed in independent auditors’ reports. In Iran, the maximum number of weaknesses is 13. Second, the scoring (0 or 1) method was used as a dummy variable, 1 for a firm with MICW and otherwise 0. Moreover, the scoring (0 or 1) method was used to measure the level of future-oriented disclosure of 13 indicators.

The findings showed that institutional ownership and managerial ownership have a significant positive effect on future-oriented disclosure, whereas the MICW have a significant negative effect on future-oriented disclosure. In addition, MICW played a moderator role in the relationship between ownership structures and future-oriented disclosure. The robustness checks confirmed the results.

As the studies conducted on future-oriented disclosure and the contributing factors are limited, and also the effect of MICW on future-oriented disclosure is not explored, the present findings can show the importance of the study, and fill the gap in this field. This study offers theoretical and practical implications to drive policymakers and managers to the effectiveness of internal control and future-oriented transparency.

Agricultural waste and food sources are some of the pollutants of the environment. One of these wastes is the peel of fruits that cannot be consumed as food. In this regard, walnut husk (WH) and oleaster peel (PO) are known as two important sources of tannin and are bulky wastes. Because of the high percentage of tannin, these materials can be used as a natural source for the preparation of bio-mordant in the dyeing process.

In this study, Reseda and Madder were used as natural dyes in the presence of a mixture of two bio-mordants. WH and PO were selected as bio-mordant. All natural resources are extracted to obtain the juice. The phenolic percentage of tannin-containing extracts was evaluated and then it was used for wool yarns by premordanting method. The results of evaluating the fastness properties using the ISO method.

The most important achievement of this research is the use of agricultural waste in the dyeing process to reduce environmental pollution and create added value. All compounds rich in tannin have some phenolic components, therefore the amount of phenolic content of these extracts was evaluated. The effect of mixing the mordant on the color characteristics of the yarns was investigated and the results showed that changing the ratio of the combination of two mordant is effective on the K/S values. The results of evaluating the fastness properties using the ISO method showed that the washing, rubbing and light fastness in the presence of mordant is good, good and moderate, respectively.

In this paper, to the best of the authors’ knowledge, for the first time, the combination of two natural extracts obtained from agricultural waste has been used to create a new bio-mordant on fibers and improve stability.

Globally, the landscape of corporate carbon disclosures (CCD) is continually evolving as societal, environmental and regulatory expectations change over time. The goal of this study is to examine the challenges faced by Indian firms’ corporate carbon reporting (CCR). The literature recognized the hurdles to reaching net zero emissions and decarbonization, which are equally applicable to carbon disclosure (CD).

The scope 3 emission disclosure barriers (S3EDBs) identified from the literature were ranked, and their relationships were discovered using the “Grey-based decision-making trial and evaluation laboratory” (Grey- DEMATEL) technique.

The key findings are the S3EDBs, the most prominent barriers, their interrelationships and important insights for managers of organizations in prioritizing the action area for scope 3 CD. Eight S3EDBs were categorized in terms of cause and effect, threshold value is calculated as 0.78. “Quality, and reliability of data,” “Government policies and statutory requirement on emission disclosure” and “Traceability and managing supply chain partners” are the most prominent S3EDBs.

The results will help industry people in countries with emerging economies that have significant scope 3 carbon footprints. The managers can plan to deal with top S3EDBs as a step towards decarbonization and ultimately fighting climate change (CC).

This study is one of the first to rank these barriers to CD so that industry practitioners can prioritize their actions. The core contribution of this research is to detect the most significant S3EDBs and their interdependencies.

The principal objective of this research is to delve into the intricate dynamics surrounding the contentious exploitation of incentive-based marketing tactics within online food delivery (OFD) services in Malaysia.

The data collection process involved the development of an online survey questionnaire rooted in quantitative research methodology. To ascertain a representative sample, a probability-based simple random sampling approach was undertaken, and the data was gathered using the Google Form survey tool. To empirically test the proposed model, data was collected from a sample of 350 participants. The hypotheses were evaluated using the PLS-SEM technique to scrutinize the relationships within the model and assess potential variations across different groups.

The results delineated that all the hypotheses were supported; however, Irritation was rejected and unable to have an influence on consumer attitudes and purchase behaviour towards mobile advertising.

By offering incentives, marketers can foster greater acceptance of advertising among consumers, thereby enhancing their engagement and interaction with mobile advertising in the OFD services.

The advancement of mobile technology has facilitated the emergence of innovative marketing tactics, enabling firms and brands to establish direct communication channels with prospective consumers.