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The purpose of this paper is threefold: first, to investigate the role of big data and predictive analytics (BDPA) and social capital on the performance of humanitarian supply chains (HSCs); second, to explore the different performance measurement frameworks and develop a conceptual model for an HSC context that can be used by humanitarian organizations; and third, to provide insights for future research direction.

After a detailed review of relevant literature, grounded in resource-based view and social capital theory, the paper proposes a conceptual model that depicts the influence of BDPA and social capital on the performance of an HSC.

The study deliberates that BDPA as a capability improves the effectiveness of humanitarian missions to achieve its goals. It uncovers the fact that social capital binds people, organization or a country to form a network and has a critical role in the form of monetary or non-monetary support in disaster management. Further, it argues that social capital combined with BDPA capability can result in a better HSC performance.

The proposed model integrating BDPA and social capital for HSC performance is conceptual and it needs to be empirically validated.

Organizations and practitioners may use this framework by mobilizing social capital, BDPA to enhance their abilities to help victims of calamities.

Findings from study can help improve coordination among different stakeholders in HSC, effectiveness of humanitarian operations, which means lives saved and faster reconstruction process after disaster. Second, by implementing performance measurements framework recommended by study, donors and other stakeholders will get much desired transparency at each stage of HSCs.

The findings contribute to the missing link of social capital and BDPA to the existing performance of HSC literature, finally leading to a better HSC performance.

The purpose of this paper is to provide quantitative analysis of the extant literature on farmer distress resulting from agricultural credit and identify research gaps.

The authors have used the citation analysis which is based on the citation graph. For the current study, the authors have used SCOPUS database.

The study reveals that the farmer distress is one of the social sustainability issues which have attracted major attentions from academia. Most of the studies in recent years are from South Asian perspectives and the extant literature focusing on some of the important issues like farmer challenges and pesticide poisoning. Most of the studies provide anecdotal evidences. Hence, the empirical research is scant.

The study is an attempt to provide an in-depth analysis, so that future research directions can be formulated.

The purpose of this paper is to establish the key determinants of the effectiveness of the manager–subordinate relationships and identify the different factors contributing to the effectiveness of this relationship in an Indian context. A model analyzing personal and professional need fulfillment of the subordinates has been presented.

The effectiveness of the manager–subordinate relationship was empirically analyzed using impact message inventory- circumplex (IMI-C).Close-ended self-administered survey was used to measure the variables associated with the effectiveness of the manager–subordinate relationship. Total 324 questionnaires were distributed online among employees of mid-sized IT service organizations operating in India, and 138 valid responses were collected.

Results show that managerial relationship effectiveness is influenced by the manager’s affiliation scores, previous work experience and ability to address the personal and professional needs of employees. Further effectiveness of manager–subordinate relationship is enhanced in a friendly workplace where managers are adequately empowered to acknowledge employee needs.

The paper is empirical in nature and provides a future direction for more research in the area of manager–subordinate relationship in a workplace by exploring more variables.

Derived from an extensive study of current and impending manager – subordinate relationship, the findings may aid many organization and policymakers to develop and refine their people practices to engage human capital with the ulterior aim of having a conducive relationship between the manager and subordinate in the organization.

The present research emphasizes the importance of a healthy relationship between the manager and the subordinate in a digitalized workplace. This study is unique, as it provides insights into the manager–subordinate relationship and the factors influencing the association. The study gives a better understanding of the factors that make the manager–subordinate relationship more effective and fulfilling.

The unexpected outbreak of COVID-19 has expedited the trend toward online education. To facilitate undisruptive learning, EdTech companies are continuously working on providing solutions to restore teaching and learning practices. This has caused a significant behavioral shift of the investors in the EdTech market. This study aims to analyze the effects of Web Market Traffic on the increased number of investors funding an EdTech Company in the market.

By drawing on the multi-method web analytics approach, this study analyses the nexus between Web Market Traffic and Investor's Behavior in the US and India, proving the hypothesized relationship in the proposed Model using a data sample of 300 EdTech Players.

There is a significant difference between the investor's behavior in India and the US. This study shows that the investors in the US are more inclined towards investing in EdTech companies in comparison to India. The Results demonstrate that monthly visits of consumers and the number of acquisitions by players positively affect the investor's behavior, while bounce rates take a toll on the number of investors.

This Study suggests that EdTech investors in the US and India should harness Web Traffic to capture the EdTech market. Further, this study offers practical implications that EdTech players can use to attract potential investors and increase brand visibility by improving web market traffic parameters.

This paper's original contribution is to empirically shed light on the effects of web market traffic on the investor's behavior. The study emphasizes the quintessentiality of managing the bounce rates and monthly visits for an EdTech market to attract more investors and capital inflow that enhance brand visibility. The study found that the investors behave distinctly in the developed and emerging markets in the US and India.

The purpose of this paper is to propose and develop a live interaction-based video player system named LIV4Smile for the improvement of the social smile in individuals with autism spectrum disorder (ASD).

The proposed LIV4Smile intervention was a video player that operated by detecting smile using a convolutional neural network (CNN)-based algorithm. To maintain a live interaction, a CNN-based smile detector was configured and used in this system. The statistical test was also conducted to validate the performance of the system.

The significant improvement was observed in smile responses of individuals with ASD with the utilization of the proposed LIV4Smile system in a real-time environment.

A small sample size and clinical utilizing for validation and initial training of ASD individuals for LIV4Smile could be considered under implications.

The main aim of this study was to address the inclusive practices for children with autism. The proposed CNN algorithm-based LIV4Smile intervention resulted in high accuracy in facial smile detection.

This study aims to test the serial mediation effect of attitude toward socially responsible investing (SRI) and social investing efficacy (SIE) on the relationship of knowledge about SRI with the intention to invest in SRI along with moderating effect of religiosity.

The study uses a quantitative analysis approach, wherein the data has been collected from 569 north Indian retail investors. Partial least square (PLS)-structural equation modeling has been applied in this study using the latest version of SmartPLS (v. 3.2.8) software to examine the complex model of serial and moderated mediation.

Attitude toward SRI and SIE significantly and serially mediate the relationship between knowledge about SRI and intention to invest in SRI. Also, the interaction effect of religiosity with knowledge about SRI is significant only for SIE and not for attitude toward SRI.

The study is cross-sectional in nature conducted only on the north Indian investors. Besides knowledge, there can be many other personal or social aspects that might affect SRI intention that have not been taken into the study.

The results suggested that the companies, financial advisors and governmental bodies can improvise upon social and environmental performance reporting so that investment in SRI can be promulgated.

The paper concludes that religious-minded people are more open to the idea of investing in SRI. India, being is a religious-minded country, the results of this study suggest that there is good potential for the development of SRI in India.

Empirical evidence regarding the relationship of SRI intention with its determinants is limited in Asian countries. Prior literature mainly provides evidence from developed countries where social and governance systems are comparatively stronger. The study provides evidence for the bright future of SRI in India, where investor’s beliefs are dominated by their religious values.

Business organisations are under serious threat to sustain their business due to globalisation, challenging market and recent economic competitiveness. The aim of this study is to address various pressures to circular supply chain management (CSCM) implementation for sustainability.

The present study is based on two research levels. Initially, extensive literature review has been made to identify 31 pressures to CSCM, and eight categories of pressures have been identified. At the second level, fuzzy analytical hierarchy process (F-AHP) has been applied to rank the identified pressures to CSCM implementation for sustainability.

“Financial Pressures (FP)” has been identified as most significant pressure to CSCM implementation for sustainability. Further, “Lack of support of top management (MP1)”, “Lack of implementation of laws and policies (GP2)” and “Lack of vision for CSCM (GP1)” have been found most critical sub-pressures CSCM implementation for sustainability.

The final results give the prioritised list of all identified 31 sub-pressures and eight main pressure heads, which will be helpful in their removal for achieving the goal of CSCM implementation. It will be helpful for managers to take decisions promoting circular practices in supply chains to achieve truly sustainable supply chains. It will also be help for SC managers to understand the flow of activities and materials in CSC to get good results and remove pressures.

The present study plays an important role in circular activities implementation in supply chain for profit gain, and their pressure ranking may help the mangers to implement the CSCM effectively.

The present study attempts to analyze if personal values, namely collectivism, materialism and environment attitude, have an impact on attitude to invest in socially responsible investments (SRIs). Second, it examines the impact of attitude on SRI intention which may further be moderated by religiosity beliefs. Third, the moderated relation is further tested separately for two groups of gender.

The study uses cross-sectional data collected from 534 north Indian retail investors. PLS–SEM has been applied in this study using the latest version of SmartPLS (v. 3.2.9) software to examine the complex model of moderation analysis.

The results of PLS–SEM suggested that collectivism, materialism and environment attitude significantly influenced attitude which further led to SRI intention. The moderating role of religiosity was found to be significant on the attitude–intention relationship. Further, a significantly higher moderation of religiosity was found in females as compared to males.

Besides collectivism, materialism and environmental attitude, there could be other facets of an investor's personality that were not considered in the study. The present research was conducted in India, and Hofstede (1980) calls Indian culture to be collectivistic in nature, where the influence of pro-social and environmental concern on SRI intention is bound to be high; thus, findings need to be tested further at the global level.

Companies and financial institutions can enlarge their investor base for socially responsible products by propagating tailor-made financial products that can keep the personal values of investors intact in addition to providing satisfactory financial returns. Female investors can be encouraged to invest in SRI by promulgating the aspects of morality and ethics in their marketing and promotion strategies; eventually, this will lead to an upsurge in the proportion of female investors in financial markets.

The present study contributes to the growing body of research in the area of sustainable investments. This research has contributed to building and testing a moderation analysis of attitude–intention relationship with respect to SRI by adding investor's religiosity beliefs and his/her gender as moderating variables to better comprehend the relationships under study.