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This paper aims to develop a pedagogy combining analytic reasoning with a more exploratory skill set that style practitioners have embraced and business schools have traditionally neglected. It proposes a viable business which will be converted into market opportunities. The study aims to expand the domain of design thinking (DT) by applying the concept in the higher education sector with special reference to management education.

This paper emerged out of an application of one of the models of DT in the field of higher education. While several models of DT are deployed by various sectors, the 3I model developed by IDEO in 2001 was chosen as appropriate to design a pedagogy for MBA students. The data were complemented by classroom teaching experiments, evaluation and student performance.

This paper provides empirical insights about how a change is brought about during implementing a new pedagogy in the system. This innovative pedagogy was named as “Integrative and Interactive Approach.” It was offered to first-year postgraduate students of management.

Because of the chosen approach, the research results may lack generalizability. Researchers are encouraged to test the model in a smaller group before implementing.

The paper focuses on the testing and implementation of DT in innovating a pedagogy with reference to one chosen institute. The cost, benefits and challenges may differ when applied to other institutes of same kind.

This paper fulfills an identified need to have an integrated approach of teaching in management education using case study approach.

The purpose of this study is to examine the impact of corporate social responsibility (CSR) expenditure and business responsibility report (BRR) on a firm’s financial performance. Additionally, the study explores whether CSR expenditure and firm performance are related linearly or otherwise. The study also assesses the influence of mandating CSR expenditure on a firm’s performance.

The study is set in India and uses a nine-year data set from 165 companies listed on the Bombay Stock Exchange. Data compilation and analysis are done by using content analysis and panel data regressions.

The main findings of the study are that the effect of CSR expenditure on firm performance in India is non-linear and can be characterized as parabolic for investigated firms. While some performance indicators suggest a U-shaped relationship, others show an inverted U-type pattern, making a definitive conclusion elusive in either direction. BRR scores themselves have a positive impact on firm performance. Mandatory CSR expenditure affects the financial performance negatively, but the market performance improves in general.

The study provides new insights on the relationship between CSR expenditure, BRR scores and firm performance from India, which is not only a notable emerging market but also has other gripping characteristics. It has a prolific history of philanthropy, and yet, it is the first country in the world to mandate CSR expenditure in recent times. The equation between reported economic progress and general quality of life remains intriguing, and yet the number of studies on the effects of CSR expenditure on firm performance are no match to the volume of ongoing and completed works in more developed markets. This study attempts to trim the gap and provide some useful insights for managers, policymakers and stakeholders, apart from prompting further research.

The Government of India dramatically altered the dynamic between business and society when it introduced the Companies Act 2013, which mandated firms to expend at least 2 per cent of average net profits on corporate responsibility (CR) programmes. This reconfiguration of social value creation may serve as a template for a closer and participatory relationship between the private sector and government in emerging economies and beyond. This paper aims to analyse how CR expectations have taken shape in the print media in India. Specifically, the authors ask the following: What are the dimensions of CR expectations in mainstream Indian newspapers?, and Why, according to the newspaper narratives, do corporations have these responsibilities?

In this qualitative study, the authors randomly selected and analysed 50 per cent (n = 442) of the newspaper articles that dealt explicitly with CR. The articles appeared in the top five Indian English-language newspapers and the top two Hindi-language newspapers between 1 January and 31 December 2015. Using Content Configuration Analysis (CCA), the authors developed a typology of CR expectations and analysed their associated justifications. Finally, they used CCA to analyse how this typology and its justifications connect to the two main stakeholders: the business sector and government.

The analyses reveal how the introduction of the Companies Act 2013 had a major impact on CR expectations by explicitly and legally casting the business sector as the engine of social development. The authors were able to describe how contextual and cultural dimensions frame evolving interests and societal demands towards corporations, and how difficult it may be for corporations to fulfil CR expectations that are well beyond their core business and that reach domains usually pertaining to government.

This study contributes an empirical exploration of media discourse on contemporary CR expectations in India and its associated notions of social value creation, and how these are shaped by various cultural and contextual influences. The authors discuss how this novel approach to CR modifies the relations between business and society, and they reflect on the opportunities and limits of this model for other emerging economies, which struggle to formulate a symbiotic relationship between business and society.

The study aims to explore and establish the relationship that exists between board independence and corporate social responsibility (CSR) practices of Indian firms.

A sample of 76 non-financial companies listed on the National Stock Exchange has been considered for a period of seven years (from 2013 to 2019). The study has used several statistical tools such as the static panel data model and the Arellano–Bond dynamic panel data model based on generalized method of moments approach.

The results of the analysis have indicated board independence to have a significant positive relationship with the firms’ CSR performance. However, board size and number of board meetings have been found to have a negative relationship with CSR. Further, outcomes have also revealed that variables such as companies’ size and liquidity have a positive effect on the extent of CSR activities performed.

The firms which have the intention to engage in impactful CSR activities should support the independent directors’ participation in companies’ boards. The study’s findings suggest the companies to appoint independent directors strategically, keeping in mind the requirements of their board. Also, the independent directors selected should be independent in true sense, i.e. they should not be acquaintances of the company’s chief executive officer. This would ensure unbiased decision-making and would enhance the company’s CSR performance.

In India, CSR has gained great importance. So much so that it was made mandatory by the Companies Act, 2013. However, research studies that may assist in understanding the influence of board independence on Indian firms’ CSR performance are still scarce. The present study would foster value to the existing set of limited literature. Besides, the study has considered the dynamic nature of the relationship and has also controlled the endogeneity bias which has been examined by few studies in the past.

The purpose of this paper is to provide an integrated semantic information retrieval (IR) solution based on an ontology-improved vector space model for situations where a digital collection is established or curated. It aims to create a retrieval approach which could return the results by meanings rather than by keywords.

In this paper, the authors propose a semantic term frequency algorithm to create a semantic vector space model (SeVSM) based on ontology. To support the calculation, a multi-branches tree model is created to represent the ontology and a set of algorithms is developed to operate it. Then, a semantic ontology-based IR system based on the SeVSM model is designed and developed to verify the effectiveness of the proposed model.

The experimental study using 30 queries from 15 different domains confirms the effectiveness of the SeVSM and the usability of the proposed system. The results demonstrate that the proposed model and system can be a significant exploration to enhance IR in specific domains, such as a digital library and e-commerce.

This research not only creates a semantic retrieval model, but also provides the application approach via designing and developing a semantic retrieval system based on the model. Comparing with most of the current related research, the proposed research studies the whole process of realizing a semantic retrieval.