Mean reversion in corporate leverage: evidence from India

2019 ◽  
Vol 45 (9) ◽  
pp. 1183-1198
Author(s):  
Gaurav S. Chauhan ◽  
Pradip Banerjee

Purpose Recent papers on target capital structure show that debt ratio seems to vary widely in space and time, implying that the functional specifications of target debt ratios are of little empirical use. Further, target behavior cannot be adjudged correctly using debt ratios, as they could revert due to mechanical reasons. The purpose of this paper is to develop an alternative testing strategy to test the target capital structure. Design/methodology/approach The authors make use of a major “shock” to the debt ratios as an event and think of a subsequent reversion as a movement toward a mean or target debt ratio. By doing this, the authors no longer need to identify target debt ratios as a function of firm-specific variables or any other rigid functional form. Findings Similar to the broad empirical evidence in developed economies, there is no perceptible and systematic mean reversion by Indian firms. However, unlike developed countries, proportionate usage of debt to finance firms’ marginal financing deficits is extensive; equity is used rather sparingly. Research limitations/implications The trade-off theory could be convincingly refuted at least for the emerging market of India. The paper here stimulated further research on finding reasons for specific financing behavior of emerging market firms. Practical implications The results show that the firms’ financing choices are not only depending on their own firm’s specific variables but also on the financial markets in which they operate. Originality/value This study attempts to assess mean reversion in debt ratios in a unique but reassuring manner. The results are confirmed by extensive calibration of the testing strategy using simulated data sets.

2021 ◽  
Vol 13 (2) ◽  
pp. 233-248
Author(s):  
Manogna R.L. ◽  
Aswini Kumar Mishra

Purpose The study aims to analyze the impact of Research & Development (R&D) intensity on the firm’s performance, measured by growth of sales in the emerging market like India. Innovation strategy and its outcomes for firms may be different in developing countries as compared to developed countries. Thus, a study that focuses on the emerging economy like India, with a majority of the population dependent on agriculture, is of prime importance to the firm performance in the food and agricultural manufacturing industry. For this study, the broader focus will be on one widely recognised factor which may influence the growth rate of firms, i.e. investment in innovations which is in terms of R&D expenditure. Design/methodology/approach The paper investigates the relationship between the R&D efforts and growth of firms in the Indian food and agricultural manufacturing industry during 2001–2019. To empirically test the relationship between firm’s growth (FG) and R&D investments, system generalised method of moments technique has been used, hence enabling to avoid problems related to endogeneity and simultaneity. Findings The findings reveal that investments in innovations have a positive effect on the growth of firms in the Indian food and agricultural manufacturing industry. Investment in R&D also enables the firms to reap benefits from externalities present in the industry. Further analysis reveals that younger firms grow faster when they invest in R&D. More specifically, this paper finds evidence in the case of the food and agricultural industry that import of raw materials negatively affects the FG and export intensity positively affects the growth in the case of R&D firms. Research limitations/implications This study suggests that the government should encourage the industries to invest optimally in R&D projects by providing favourable fiscal treatments and R&D subsidies which are observed to have positive effects in various developed countries. Originality/value To the best of the author’s knowledge, the current paper is the first to analyse the impact of innovation in food and agricultural industry on firm’s performance in an emerging economy context with the latest data. This paper agrees that a government initiative to increase private R&D expenditure would have favourable effects on FG as growing investments in R&D lead to further growth of the firms.


2018 ◽  
Vol 67 (9) ◽  
pp. 1566-1584 ◽  
Author(s):  
Shaista Wasiuzzaman

PurposeThe management of liquidity has always been seen as a critical but often ignored issue in finance. Despite the abundance of studies on liquidity management, these studies mainly focus on developed countries and on large firms. Liquidity is critical for the small firm but studies on liquidity management in small and medium enterprises (SMEs) are lacking. The purpose of this paper is to examine the firm-level determinants of liquidity of SMEs in Malaysia.Design/methodology/approachData are collected for a total of 986 small firms in Malaysia from 2011 to 2014, resulting in a total of 2,683 observations. Firm-specific variables and the effect of the economy are considered as the possible determinants of liquidity. Ordinary least squares (OLS) regression analysis with standard errors adjusted for firm-level clustering and quantile regression analysis are used for this purpose.FindingsAnalysis using OLS regression technique indicates that a firm’s profitability, its growth, asset tangibility, size, age and firm status are significant factors in influencing its liquidity decision. Leverage and economic condition are not found to have any significant influence on liquidity. However, quantile regression analysis provides a different picture especially for SMEs with liquidity at the quantile levels ofθ=0.10 and 0.90. Atθ=0.10, only profitability, tangibility and firm status are significant, while atθ=0.90, tangibility, size, firm status and, to some extent, age are significant in influencing liquidity levels.Originality/valueTo the author’s knowledge, this is the first study analyzing the liquidity decision of SMEs in an emerging market such as Malaysia. Most studies on liquidity management of SMEs are focused on developed countries due to data availability but these studies are also only a handful. Additionally, this study uses quantile regression analysis which highlights the need to analyze financial decisions at different levels rather than at the aggregate level as done in OLS regression analysis.


2018 ◽  
Vol 20 (5) ◽  
pp. 434-448 ◽  
Author(s):  
Stuti Saxena

Purpose With the ongoing drives towards Open Government Data (OGD) initiatives across the globe, governments have been keen on pursuing their OGD policies to ensure transparency, collaboration and efficiency in administration. As a developing country, India has recently adopted the OGD policy (www.data.gov.in); however, the percolation of this policy in the States has remained slow. This paper aims to underpin the “asymmetry” in OGD framework as far as the Indian States are concerned. Besides, the study also assesses the contribution of “Open Citizens” in furthering the OGD initiatives of the country. Design/methodology/approach An exploratory qualitative following a case study approach informs the present study using documentary analysis where evidentiary support from five Indian States (Uttar Pradesh, Telangana, West Bengal, Sikkim and Gujarat) is being drawn to assess the nature and scope of the OGD framework. Further, conceptualization for “Open Citizen” framework is provided to emphasize upon the need to have aware, informed and pro-active citizens to spearhead the OGD initiatives in the country. Findings While the National OGD portal has a substantial number of data sets across different sectors, the States are lagging behind in the adoption and implementation of OGD policies, and while Telangana and Sikkim have been the frontrunners in adoption of OGD policies in a rudimentary manner, others are yet to catch up with them. Further, there is “asymmetry” in terms of the individual contribution of the government bodies to the open data sets where some government bodies are more reluctant to share their datasets than the others. Practical implications It is the conclusion of the study that governments need to institutionalize the OGD framework in the country, and all the States should appreciate the requirement of adopting a robust OGD policy for furthering transparency, collaboration and efficiency in administration. Social implications As an “Open Citizen”, it behooves upon the citizens to be pro-active and contribute towards the open data sets which would go a long way in deriving social and economic value out of these data sets. Originality/value While there are many studies on OGD in the West, studies focused upon the developing countries are starkly lacking. This study plugs this gap by attempting a comparative analysis of the OGD frameworks across Indian States. Besides, the study has provided a conceptualization of “Open Citizen” (OGD) which may be tapped for further research in developing and developed countries to ascertain the linkage between OGD and OC.


2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Razali Haron ◽  
Naji Mansour Nomran ◽  
Anwar Hasan Abdullah Othman ◽  
Maizaitulaidawati Md Husin ◽  
Ashurov Sharofiddin

Purpose This study aims to evaluate the impact of firm, industry level determinants and ownership concentration on the dynamic capital structure decision in Indonesia and analyses the governing theories. Design/methodology/approach This study uses the dynamic panel model of generalized method of moments-System (one-step and two-step) by using a panel data from 2000 to 2014 to examine the relationship between the determinants and leverage. The results are robust to the various definitions of leverage, heterogeneity, autocorrelation, multicollinearity and endogeneity concern. Findings Growing firms and firms operating in a highly concentrated industry use high level of debt, taking advantage of the tax shield (trade-off theory). However, if the firms are operating in a highly dynamic environment, they take on less debt as to avoid bankruptcy risk. Firms in Indonesia opt for debt financing perhaps to act as a controlling mechanism to mitigate agency conflicts that may exist between the large controlling shareholders and the minority. Aged and highly profitable firms with high tangible and intangible assets and liquidity level operating in a high dynamic environment follow the pecking order theory. Research limitations/implications This study does not perform each industry regression individually. All the industries are pooled together, as the main focus of this study is to examine the factors affecting leverage of firms in general without giving particular attention to individual industry. Originality/value The insights on the impact of ownership concentration and industry characteristics are novel especially on Indonesia, thus fill the gap in the literature.


2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Fernando Angulo-Ruiz ◽  
Albena Pergelova ◽  
William X. Wei

Purpose This research aims to assess variations of motivations when studying international location decisions. In particular, this study aims to assess the influence of diverse motivations – seeking technology, seeking brand assets, seeking markets, seeking resources and escaping institutional constraints – as determinants of the international location choice of emerging market multinational enterprises (EM MNEs) entering least developed, emerging, and developed countries. Design/methodology/approach The authors develop a set of hypotheses based on the ownership–location–internalization framework and complement it with an institutional perspective. The conceptual model posits that the different internationalization motivations (seeking technology, seeking brand assets, seeking markets, seeking resources and escaping institutional constraints) will impact the location choice of EM MNEs in developed economies, emerging markets or least developed countries. This study uses the 2013 survey data collected by the China Council for the Promotion of International Trade and the Asia Pacific Foundation of Canada. The final sample of analysis of this research includes 693 observations. Findings After controlling for several variables, two-stage Heckman regressions show there is a variation of motivations when EM MNEs enter least developed countries, emerging markets and developed economies. EM MNEs are motivated to enter least developed countries to seek markets and resources. Conversely, those firms enter developed countries in their search for technological assets and to escape institutional constraints at home. While the present study findings show a clear difference in the motivations that lead to location choice in least developed vs developed countries, the results are not as clear for location in other emerging countries. Research limitations/implications The paper offers empirical support for the importance of motivations as crucial determinants of location choice. Originality/value This paper provides a detailed quantitative study on the internationalization location choice of EM MNEs based on their motivations. Though theoretical models underscore the importance of motivations, we know very little about how, in practice, motivations drive location choice. This study contributes to the international location choice literature a deeper understanding of how diverse motivations drive choices of expansion into developed economies, emerging markets or least developed countries.


2020 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Sandra Figueira ◽  
Rui Torres de Oliveira ◽  
Daniel Rottig ◽  
Francesca Spigarelli

PurposeThis paper constitutes an explorative study into post-acquisition implementation of emerging market acquisitions in developed countries. More specifically, the study aims to better understand how low capability Chinese firms are able to capture value when acquiring high-capability targets in developed countries through a novel post-acquisition integration approach. In so doing, we set out to contribute to the literature on, and managerial insights into, the factors that determine the success of emerging market acquisitions, in general, and the context-specific use of post-acquisition implementation approaches, in particular.Design/methodology/approachThe study follows a qualitative analysis and multiple case study design based on a phenomenon-based research approach. Data and information were collected through semi-structure executive interviews, observations, secondary sources, company report and media accounts.FindingsBased on institutional theory, this study develops a conceptual framework for a tacit value approach toward the integration of acquisitions of developed market targets by emerging market acquirers.Originality/valueThe proposed tacit value approach of post-acquisition integration, which refers to the creation of intangible value over time, differs from the explicit value approach that is associated with the transaction-cost literature and more focused on the creation of tangible value in the short-term.


2019 ◽  
Vol 35 (8) ◽  
pp. 21-23

Purpose This paper aims to review the latest management developments across the globe and pinpoint practical implications from cutting-edge research and case studies. Design/methodology/approach This briefing is prepared by an independent writer who adds their own impartial comments and places the articles in context. Findings This research paper concentrates on a range of entry options available to emerging market companies who intend to expand their global reach by seeking strategic assets in developed countries. The results reveal that the emerging market investor’s appetite for amassing strategic assets, such as Western brands and technologies, materially influences their location strategy, their chosen mode of ownership, and their investment intensity but not their timing of entry. Originality/value The briefing saves busy executives, strategists, and researchers hours of reading time by selecting only the very best, most pertinent information and presenting it in a condensed and easy-to-digest format.


2019 ◽  
Vol 35 (3) ◽  
pp. 373-397 ◽  
Author(s):  
Pornsit Jiraporn ◽  
Ali Uyar ◽  
Cemil Kuzey ◽  
Merve Kilic

Purpose Board committees enable boards to function effectively, as committees improve the quality of corporate governance by fulfilling specific, assigned tasks. This study aims to explore how board structure, CEO duality and audit quality are associated with board committee structure in the context of an emerging market, namely, Turkey. Design/methodology/approach The sample consisted of 122 firms listed on the Industrial Index of Borsa Istanbul for the years between 2012 and 2014, inclusive, and this yielded 366 firm-year observations. To test the hypotheses, the panel data analysis method was used, which enabled the elimination of certain problems, such as multicollinearity and estimation bias, as well as specification of the time-variant association between the predictor variables and the output variable. Findings Board size, board independence and firm size had a positive association with the number and size of board committees, whereas CEO duality had a negative association with the number and size of board committees. Moreover, the appointment of female members on audit and corporate governance committees was more frequent in firms that had a high proportion of women on their boards. Finally, audit quality was positively associated with the existence of risk committee, the overall diversity of board committees and the diversity of corporate governance committees. Research limitations/implications The study is not free from limitations. It covers the time span between 2012 and 2014; thus, readers should be cautious about generalizing these results longitudinally, as a different time periods could possibly yield different results. The second limitation concerns the fact that only industrial firms were sampled; thus, these findings may not be valid in other sectors. Practical implications The paper shifts the attention of researchers from overall board structure to board committee structure. The results of the study provide insights for policymakers, boards and shareholders. Policymakers can formulate boards and committees by considering these findings. Boards can benefit from the conclusions of this study in shaping their own structure and sub-committee structures. Current and potential shareholders may find the results of the study instructive in making investment decisions. Originality/value This study investigates the factors associated with the structure of overall and specific board committees. Additionally, while most prior research on board committees has sampled firms that are domiciled in developed countries, this study examines the subject in an emerging country context, namely Turkey. Moreover, this study adds to the literature by examining the association between audit quality and board committee structure, which has been largely neglected in prior literature.


2017 ◽  
Vol 34 (1) ◽  
pp. 138-158 ◽  
Author(s):  
Rekha Rao-Nicholson ◽  
Zaheer Khan

Purpose The recent increase in the presence of emerging market firms (EMFs) in global markets requires a closer examination of their international marketing strategies (including branding). The purpose of this paper is to examine the factors behind the standardization or adaptation of global marketing strategies adopted by EMFs for their cross-border acquisitions. Design/methodology/approach This paper examines the determinants of the marketing strategies adopted by Indian and Chinese firms for their cross-border acquisitions. The drivers of the standardization/adaptation of marketing strategies (including branding) are identified using both quantitative data collected in 168 cross-border acquisitions conducted by the EMFs mentioned above and the institutional theory and organizational identity literature. Findings Institutional factors have a stronger effect than organizational identities on global marketing strategies, including branding. The standardization of the EMFs’ marketing strategies is driven by the private statuses of the acquirers, legal distances, target countries’ economic development, and the ethnic ties that exist between the home and host countries. The acquirers’ decisions to retain the targets’ brand identities, thus adapting their global marketing strategies, are related to the cultural distances, economic freedom distances, and sizes of the targets. Research limitations/implications In this study, two large emerging markets – India and China – are used to gather the empirical data; future works can expand upon this line of research and examine other EMFs. Practical implications The acquiring companies have to decide whether to adopt an adaption marketing strategy, with reference to the acquired targets’ local stakeholder requirements, or to incorporate their targets’ brands into their own global marketing strategies. Originality/value Typically, previous work on the adaptation vs standardization of global marketing strategies adopted in the wake of cross-border deals has focussed on acquisitions involving companies from developed countries; this paper extends the field of research to the EMFs of two of the most important developing countries: China and India.


2011 ◽  
Vol 1 (4) ◽  
pp. 1-30
Author(s):  
Srividya Raghavan

TitleFieldTurf Tarkett India: challenges and opportunities in new markets.Subject areaMarketing, marketing communication and business strategy.Study level/applicabilityGraduate level and some core courses in undergraduate level.Case overviewThe case describes the evolution of a start‐up company, Great Sports Infra Pvt Ltd, which had acquired the exclusive dealership of the largest artificial sports surface products company – FieldTurf Tarkett. Great Sports Infra was started as a small business with a capital of INR 5 million, by Mr Anil Kumar who had won the exclusive license to sell the FieldTurf brand of artificial turf in India and the SAARC region. FieldTurf was a well entrenched brand for playing surfaces in several developed countries around the world. The size, scope and consumer base of the Indian market was vastly different from the mature markets in which FieldTurf was a well established brand. Anil had to find a market for the product in India which was a classic context of “existing product entering a new market” – in this case an emerging market. Identifying new markets and targeting them with a relevant marketing mix and communication mix were the dominant challenges faced by Anil. Having developed the market in India, he now faces competition from cheaper manufacturers and limited growth in the sports infrastructure. The students must deliberate on current strategies and suggest strategies for the future growth of the product in this market.Expected learning outcomes Challenges of an established brand entering a new market in the emerging economies. Using Ansoff's matrix to identify the nature of challenges. Understanding positioning strategy. To understand how to extract IMC strategy from business strategy. Targeting each segment differently but keeping the message consistent following the principles of principles of IMC, i.e. harmony, consistency and synergy. Understanding the role of 6Ms in designing a communication plan. Understanding how to identify appropriate media mix. Understanding the holistic IMC framework.Supplementary materialsTeaching notes.


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