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3852 items in total found

Journal Articles | 2017

Sentiment analysis of financial news articles using performance indicators

Srikumar Krishnamoorthy

Knowledge and Information Systems

Mining financial text documents and understanding the sentiments of individual investors, institutions and markets is an important and challenging problem in the literature. Current approaches to mine sentiments from financial texts largely rely on domain-specific dictionaries. However, dictionary-based methods often fail to accurately predict the polarity of financial texts. This paper aims to improve the state-of-the-art and introduces a novel sentiment analysis approach that employs the concept of financial and non-financial performance indicators. It presents an association rule mining-based hierarchical sentiment classifier model to predict the polarity of financial texts as positive, neutral or negative. The performance of the proposed model is evaluated on a benchmark financial dataset. The model is also compared against other state-of-the-art dictionary and machine learning-based approaches and the results are found to be quite promising. The novel use of performance indicators for financial sentiment analysis offers interesting and useful insights.

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Journal Articles | 2017

Does strategic planning determine innovation in organizations? A study of Indian SME sector

Safal Batra, Sunil Sharma, Mukund M. Dixit, and Neharika Vohra

Australian Journal of Management

While some researchers argue that strategic planning assists new product development and can be viewed as a framework for innovation, others believe that it restricts creativity and innovation. Despite a literary appreciation that strategic planning is linked to innovation, the nature of this relationship remains ambiguous. In this study, we argue that this relationship is context dependent and contingent on other organizational factors. Data for this study were collected by administering standardized survey questionnaires to entrepreneurs or other senior executives of small and medium businesses in India. Quantitative analysis of data obtained from 162 small- and medium-sized enterprises (SMEs) in the manufacturing sector reveals a positive relationship between strategic planning and innovation. This study also establishes a significant positive moderating role of commitment to learning on the relationship between strategic planning and innovation. Implications for theory and practice are discussed.

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Journal Articles | 2017

The Impact of self-deception and professional skepticism on perceptions of ethicality

Sobhesh Kumar Agarwalla, Naman Desai, and Arindam Tripathy

Advances in Accounting

This paper examines the impact of two contradictory psychological traits, self-deception (SD) and professional skepticism (PS), on individuals' assessment of ethicality of various earnings management choices. Whereas, SD allows individuals to reduce cognitive dissonance arising from self-serving unethical behavior, PS would force individuals to question such self-serving behavior and, as a result, could make them less likely to act unethically. Our results indicate that SD, PS, and participant type significantly affected the participants' ethicality ratings. Managers exhibiting high (low) SD and low (high) PS view the earnings management techniques that were generally considered to be unethical, as relatively more (less) ethical. However, the SD and PS scores of accountants are not significantly related to their ethicality ratings. This result could be driven by the fact that accountants tend to have greater exposure to information that emphasizes ethics (professional standards and education) and hence psychological traits have a lesser effect on their ethicality ratings.

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Journal Articles | 2017

Child labour and human capital in developing countries - a multi-period stochastic model

Indrajit Thakurta and Errol D'Souza

Economic Modelling

This study investigates the co-determination of child labour and human capital acquisition through a life cycle model. It explores three categories of households with zero, ten and fifteen years' education of household heads who also have differential access to financial markets. Results show that financially excluded, uneducated households prefer assets with negative returns over human capital investments in their offspring, and hence fall into an intergenerational poverty trap. Their educational investments begin only after an income threshold is reached and the same may be funded through transfers or withdrawal of educational subsidies from college educated households without lowering their human capital investments. Educational subsidies and higher access to educational inputs work best for middle educated households who have higher demand for education. For policy analysis, this study quantifies the contributions of income supportfinancial inclusion, lower uncertainty and subsidised education in reducing the supply of child labour.

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Journal Articles | 2017

Adoption of system of rice intensification under information constraints: An analysis for India

Poornima Verma

Journal of Development Studies

This study examines the role of information constraints in the adoption of the System of Rice Intensification (SRI) in India by explicitly incorporating information in the adoption model. The results showed that effective information along with other factors such as membership in a farmer organisation, availability of labourers, irrigation facility and so forth were important in determining the SRI adoption. The results also revealed that the Government of India’s National Food Security Mission programme did not have significant impact in promoting greater dissemination and adoption of SRI.

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Journal Articles | 2017

Customer dependence and customer loyalty in traditional and modern format stores

Hari Govind Mishra, Piyush Kumar Sinha, and Surabhi Kaul

Journal of Indian Business Research

Purpose

The purpose of this paper is to examine the relationship between customer loyalty and customer dependence in the context of modern format and traditional format stores. In the process, the role of switching cost and trust in this relationship has been explored.

Design/methodology/approach

Building on the literature, the authors have postulated a conceptual model and formulated relevant hypotheses. Quantitative methodology is applied with previously established. The data were collected through convenient sampling. Methods like Factor analysis, cross-tab and regression analysis have been used.

Findings

The findings indicate a significant relationship between customer loyalty and customer dependence. Switching cost and trust have been found to have a moderating effect over the relationship in both modern and traditional environments.

Research limitations/implications

The limitation is the restriction to the Jammu context. The studies have brought about the difference in attitudinal and behavioural loyalty. Future research can be carried out on the role of dependence in explaining and strengthening this relationship.

Originality/value

The present study provides an insight into for the customer loyalty and customer dependence in the context of modern and traditional retail formats.

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Journal Articles | 2017

Do financially distressed firms misclassify core expenses?

Neerav Nagar and Kaustav Sen

Accounting Research Journal

Purpose

This paper aims to examine whether financially distressed firms manipulate core or operating income through the misclassification of operating expenses as income-decreasing special items.

Design/methodology/approach

This sample comprises firms in the USA with data from 1989 to 2010. The authors used the methodology given in McVay (2006) and multiple regressions.

Findings

Managers of financially distressed firms are more likely to inflate core or operating income as compared to the healthy firms to meet or beat earnings benchmarks. They do so by misclassifying core or operating expenses as income-decreasing special items. Specifically, core expenses are shifted to income-decreasing special items like goodwill impairments, settlement costs, restructuring costs and write downs.

Practical implications

The paper sheds light on an important firm characteristic, financial distress that intensifies classification shifting – an earnings management tool which auditors, investors and regulators find tough to detect. The findings have implications for investors, as they fail to comprehend such shifting (McVay, 2006); analysts, who issue forecasts based on street earnings; lenders, as distressed firms may be concealing their true performance; and regulators, as the misclassification of income statement items is a violation of accounting principles.

Originality/value

The authors extend the literature on accruals and real earnings management by the financially troubled firms and present first evidence that the managers of such firms also manipulate core or operating income through classification shifting.

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Journal Articles | 2017

Assessing Administrative Reform in India

Kuldeep Mathur and Navdeep Mathur

Chinese Political Science Review/Springer

This paper outlines trends in efforts at administrative reform in India. It spans the shift of ideological paradigm of the Indian political economy. While the pre-1991 period was marked by a waning Statism, structural economic reforms marked a shift towards neo-liberal public management in the post 1991 period. This shift made the role of markets more salient as a framework for public services, in contrast to traditional perspectives of public administration. In the last two decades, even though some concern regarding administrative reform was expressed, substantive change took place outside the realm of the state machinery while blurring the borders between private and public institutions in delivering public services. The current political regime has added emphasis in the direction of using the bureaucracy to promote marketization and privatization in the allocation of public resources.

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Journal Articles | 2017

The low politics of higher education: saffron branded neoliberalism and the assault on Indian universities

Navdeep Mathur

Critical Political Studies

Through an examination of recent events and controversies at Indian universities, this article reflects on the neoliberal creep taking over academia. The narrative connects the suicide note of a Dalit caste doctoral student, a student festival of political dissent, missives from the education minister, the financialization of higher education, and a market-oriented performance management system to discipline the professoriate. The latter element in the narrative is illustrated through my own teaching and research practice whose intellectual foundations draw on Professor Frank Fischer’s scholarship. This personal reflection draws on my experiences in seeking to inhabit the role of a facilitator of participatory learning, engaging directly with policy actors and their cultural modes of communication.

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Journal Articles | 2017

Operations research in India: The past, present and the future

N. Ravichandran

Annals of Management Studies

The purpose of this perspective article is to review the development of Operation Research (OR) as a discipline in the Indian context. Based on this review, we suggest a plan to re-energize the discipline.

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