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Article
Publication date: 30 August 2022

Kai Li and Chenjie Xu

This paper aims to study the asset pricing implications for stock and bond markets in a long-run risks (LRR) model with regime shifts. This general equilibrium framework can not…

Abstract

Purpose

This paper aims to study the asset pricing implications for stock and bond markets in a long-run risks (LRR) model with regime shifts. This general equilibrium framework can not only generate sign-switching stock-bond correlations and bond risk premium, but also quantitatively reproduce various other salient empirical features in stock and bond markets, including time-varying equity and bond return premia, regime shifts in real and nominal yield curves, the violation of the expectations hypothesis of bond returns.

Design/methodology/approach

The researchers study the joint determinants of stock and bond returns in a LRR model framework with regime shifts in consumption and inflation dynamics. In particular, the means, volatilities, and the correlation structure between consumption growth and inflation are regime-dependent.

Findings

The model shows that the term structure of interest rates and stock-bond correlation are intimately related to business cycles, while LRR play a more important role in accounting for high equity premium than do business cycle risks.

Originality/value

This paper studies the joint determinants of stock and bond returns in a Bansal and Yaron (2004) type of LRR framework. This rational expectations general equilibrium framework can (1) jointly match the dynamics of consumption, inflation and cash flow; (2) generate time-varying and sign-switching stock and bond correlations, as well as generating sign-switching bond risk premium; and (3) coherently explain another long list of salient empirical features in stock and bond markets, including time-varying equity and bond return premia, regime shifts in real and nominal yield curves, the violation of the expectations hypothesis of bond returns.

Details

China Finance Review International, vol. 12 no. 4
Type: Research Article
ISSN: 2044-1398

Keywords

Article
Publication date: 29 November 2018

Philip Kofi Adom, Mawunyo Prosper Agradi and Christopher Quaidoo

Following the reforms in monetary policy and shift in fiscal policies, it is logical to presume that these reforms may cause a significant structural change in the dynamic…

Abstract

Purpose

Following the reforms in monetary policy and shift in fiscal policies, it is logical to presume that these reforms may cause a significant structural change in the dynamic processes of inflation and hence affect the nature of inflation persistence. The purpose of this paper is to examine the persistence nature of the different inflation episodes while controlling for the effects of demand- and supply-side factors, which are modeled as regime-dependent.

Design/methodology/approach

This paper used the Markov-switching dynamic regression and annual time series data.

Findings

The results showed that high inflation regime is more persistent than low inflation regime, with a respective average duration of an escape of 3.5 and 2.57 years, which suggests that price stability achievements are less sustainable. In both regimes, demand- and supply-side factors play significant roles in driving inflation, but the effect of the latter dominates. Thus, on the argument of whether inflation in Ghana is structural or monetary, the results support the former. The roles of both structural and monetary factors have changed over time, but that of the former has been more significant and important in Ghana.

Originality/value

This study provides the first empirical attempt, in the case of Ghana, that examines the persistence nature of different inflation regimes, while modeling the effects of supply and demand factors as regime dependent. In the modeling sense, the authors also contribute by ruling out the assumption that the researcher knows the processes responsible for each observation at each point in time.

Details

International Journal of Emerging Markets, vol. 13 no. 6
Type: Research Article
ISSN: 1746-8809

Keywords

Article
Publication date: 1 April 1998

Kazume Nishiyama

Compares the aggregate stock returns of five countries in order to understand their behaviour, bearing in mind shocks and regime shifts. Applies a Markov‐switching model to…

305

Abstract

Compares the aggregate stock returns of five countries in order to understand their behaviour, bearing in mind shocks and regime shifts. Applies a Markov‐switching model to examine discrete shifts in regime in equity markets from 1976 to 1991 in Germany, Japan, USA, United Kingdom and Canada. Finds the German market takes by far the longest time to return to normality after a shock, and Canada the shortest, but that German stock return variance has the lowest mean return in the high‐volatility state. Detects an increase in volatility well before the stock market crash of 1987. Concludes that stock returns are time varying and the conditional variance is state‐dependent, and that markets vary widely in frequency of regime shifts and persistence.

Details

Managerial Finance, vol. 24 no. 4
Type: Research Article
ISSN: 0307-4358

Keywords

Article
Publication date: 8 November 2022

J.-L.W. Mitchell Van der Zahn

To investigate, compare and document the magnitude and extent of intellectual capital disclosure to sustainability disclosure during a transition from a voluntary to mandated…

Abstract

Purpose

To investigate, compare and document the magnitude and extent of intellectual capital disclosure to sustainability disclosure during a transition from a voluntary to mandated “comply or explain” sustainability reporting regime. And to empirically test if, during the regime transition period, changes in the magnitude (extent) of sustainability disclosure is a significant determinant of changes in the magnitude (extent) of intellectual capital disclosure.

Design/methodology/approach

Content analysis of 1,744 annual reports drawn from 436 Singapore listed firms spanning a four-year observation window (i.e. April 1, 2014 to March 31, 2018). The magnitude (number of sentences) and extent (number of items) of (1) intellectual capital disclosure measured using a 38-item index; (2) sustainability disclosure of a 105-item index; and (3) 15-item index to measure the magnitude and extent of joint sustainability/intellectual capital disclosure.

Findings

The average magnitude and extent of sustainability and the joint sustainability/intellectual capital disclosure increased whilst the average magnitude and extent of intellectual capital disclosure increased when regulatory discussion of a change to mandated sustainability reporting emerged. However, in the annual period the mandated sustainability reporting became effective while the average magnitude and extent of intellectual capital disclosure declined. Regression tests indicate a significant (insignificant) association between the change in the magnitude (extent) of sustainability disclosure and intellectual capital disclosure.

Research limitations/implications

From a research perspective, the analysis implies researchers investigating the consequences of mandated sustainability disclosure should consider impact on alternative non-financial disclosure themes and develop theoretical frameworks to derive why and how management may shift non-financial reporting strategies and practices.

Practical implications

For regulators, findings suggest there may be a need to weigh spillover costs of reductions in transparency related to intellectual capital. For investors, declines in the magnitude and extent of intellectual capital disclosure following a transition to mandated sustainability reporting may limit future firm valuation particularly of heavy intangible asset-oriented firms.

Originality/value

Initial study empirically investigating the impact of the transition from a voluntary to mandated sustainability reporting regime on the magnitude and extent of intellectual capital disclosure.

Details

Journal of Applied Accounting Research, vol. 24 no. 3
Type: Research Article
ISSN: 0967-5426

Keywords

Article
Publication date: 20 August 2020

Ngo Thai Hung

This paper aims to investigate the dynamic linkage between stock prices and exchange rate changes for the Gulf Arab countries (Kuwait, Qatar, Saudi Arabia and United Arab Emirates…

Abstract

Purpose

This paper aims to investigate the dynamic linkage between stock prices and exchange rate changes for the Gulf Arab countries (Kuwait, Qatar, Saudi Arabia and United Arab Emirates [UAE]).

Design/methodology/approach

The author uses the Markov-switching autoregression to detect regime-shift behavior in the stock returns of the Gulf Arab countries and Markov-switching vector autoregressive (MS-VAR) model to capture the dynamic interrelatedness between exchange and stock returns over the period 2000–2018.

Findings

This study’s analysis finds evidence to support the persistence of two distinct regimes for all markets, namely, a low-volatility regime and a high-volatility regime. The low-volatility regime illustrates more persistence than the high-volatility regime. Specifically, exchange rate changes do not have an influence on the stock market returns of the Gulf Arab countries, regardless of the regimes. On the other hand, stock market returns have a substantial impact on exchange markets for all countries, except Saudi Arabia, and it is more noticeable during the regime of high volatility.

Practical implications

The findings shed light on the interconnectedness between two of the most important financial markets in the complex international financial environment. They are thus of particular interest for economic policymakers and portfolio investors.

Originality/value

The author distinguishes this study from previous studies in several ways. First, while previous empirical studies of the dynamic linkage between stock prices and foreign exchange markets are primarily devoted to developed markets or emerging markets, this study’s interest is concentrated on four Gulf Arab financial markets (Kuwait, Qatar, Saudi Arabia and UAE). Second, unlike most investigations in the literature that only estimate this link for the whole period, this study attempts to estimate during the good and bad period by using a two-regime MS-VAR model. To the best of the author’s knowledge, this is the first study of the Gulf Arab countries on the stock and foreign exchange markets to apply this model.

Details

Journal of Islamic Accounting and Business Research, vol. 11 no. 9
Type: Research Article
ISSN: 1759-0817

Keywords

Article
Publication date: 1 April 2001

Hongwei Du and Zhen Zhu

This paper provides some additional empirical evidence on the effect of exchange‐rate volatility on exports. The novelties of the study include: a regime‐switching model in…

3925

Abstract

This paper provides some additional empirical evidence on the effect of exchange‐rate volatility on exports. The novelties of the study include: a regime‐switching model in conditional volatility is employed to better capture the exchange‐rate uncertainty; a 2SLS method as suggested by Hsiao is used to estimate a system of the dynamic export equations; and an attempt has been made to reconcile the empirical findings with existing theories. We find that the regime‐switching model captures the exchange‐rate risks better and the empirical evidence by and large is consistent with Viaene and Vries, who argued that the existence of the forward markets and current account positions of the country would determine the impact of the exchange uncertainty on trade.

Details

Journal of Economic Studies, vol. 28 no. 2
Type: Research Article
ISSN: 0144-3585

Keywords

Article
Publication date: 26 July 2018

KimHiang Liow and Qing Ye

This paper aims to investigate volatility causality and return contagion on nine international securitized real estate markets by appealing to Markov-switching (MS) regime…

Abstract

Purpose

This paper aims to investigate volatility causality and return contagion on nine international securitized real estate markets by appealing to Markov-switching (MS) regime approach, from July 1992 to June 2014.

Design/methodology/approach

An MS causality interaction model (Psaradakis et al., 2005), an MS vector auto-regression mode (Krolzig, 1997) and a multivariate return contagion model (Dungey et al., 2005) were used to implement the empirical investigations.

Findings

There exist regime shifts in the volatility causality pattern, with the volatility causality effects more pronounced during high volatility periods. During high volatility period, real estate markets’ causality interactions and inter-linkages contribute to strong spillover effect that leads to extreme volatility. However, there is relatively limited return contagion evidence in the securitized real estate markets examined. As such, the US financial crisis might probably be due to cross-market interdependence rather than contagion.

Research limitations/implications

Because international investors incorporate into their portfolio allocation not only the long-run price relationship but also the short-run market volatility connectedness and return correlation structure, the results of this MS causality and contagion study have provided valuable information on the evaluation of regime-dependent securitized real estate market risk, as well as useful guidance on asset allocation and portfolio management decisions for institutional investors.

Practical implications

Financial crisis is one of the key determinants of cross-market volatility interactions. Portfolio managers should be alerted of the observation that the US and the other developed securitized real estate markets are increasingly sharing “common market cycles” in recent years, thereby diminishing the diversification benefits. For policymakers, this research indicates that the volatilities of the US securitized real estate market could be helpful to predict those of other developed markets. It is also important for them to pay attention to those potential risk factors behind the amplified causality, contagion and volatility spillover at times of crisis. Finally, a wider implication for policymakers is to manage the transmission channels through which global stock market return and volatility shocks can affect the local economies and domestic financial markets, including securitized real estate markets.

Originality/value

Real estate investments have emerged to show low correlation with stocks and bonds and contributed to portfolio optimization. With real estate that can serve as a type of consumption commodity and an investment tool, the risk-return profile of real estate is different from that of the underlying stock markets. Therefore, the performance and investment dynamics and real estate-stock link are not theoretically expected to be similar, that requires separate empirical investigations. This paper aims to stand out from the many papers on the same or similar topics in the application of the three MS methodologies to regime-dependent real estate market integration.

Details

Journal of European Real Estate Research, vol. 11 no. 2
Type: Research Article
ISSN: 1753-9269

Keywords

Article
Publication date: 26 July 2021

TrungTuyen Dang, Zhang Caihong, ThiHong Nguyen, NgocTrung Nguyen and Cuong Tran

This study aims to examine the transmission mechanism of factors on the characteristic fluctuation of Vietnamese coffee bean export price (PVN).

Abstract

Purpose

This study aims to examine the transmission mechanism of factors on the characteristic fluctuation of Vietnamese coffee bean export price (PVN).

Design/methodology/approach

Applying Markov switching–vector autoregressive model.

Findings

Significantly, the empirical results showed that the transmission of independent variables on PVN is non-linear, and the fluctuation of PVN is affected by many factors, especially PVN in the previous period. In addition, the effect of Robusta coffee price was the greatest with coefficient is 0.28785, and the correlation between PVN and it was also the highest in both regimes with coefficients are 0.5317 and 0.3959, respectively.

Originality/value

These obtained results are in accordance with reality, as Vietnam is the largest exporter of Robusta coffee in the world.

Details

Journal of Asia Business Studies, vol. 15 no. 5
Type: Research Article
ISSN: 1558-7894

Keywords

Article
Publication date: 1 January 2006

Mats Williander

Most research on greening of industry using a network approach has the firm as smallest unit of analysis. In addition, few have focused on technological regimes. The purpose of…

2646

Abstract

Purpose

Most research on greening of industry using a network approach has the firm as smallest unit of analysis. In addition, few have focused on technological regimes. The purpose of this paper is to address these issues through research on the firm‐internal network of two automotive firms, the actors, resources and activities of their networks, and how change initiatives in the firm forge and dissolve external networks of alternative regimes.

Design/methodology/approach

The case study is based on an insider/outsider research methodology. The specific issues of contextual and temporal boundaries in case research with a network approach were addressed through a relatively open‐ended process of inquiry during which these boundaries emerge and unfold. In terms of data collection, interviews with project team members in the two focal companies were conducted.

Findings

Failure or success is not only a matter of how the alternative regime fits into its cultural ambience in society and how successful that mutual adaptation is, but also equally of how it fits into the firm and the firm‐internal mutual adaptation. Particularly established companies may experience alternative regimes as threats to the established business, even when these regimes are developed inside the firm. In addition, the actors‐resources‐activities model reveals important resource dependencies between established technologies and the alternatives to them. Most likely, such dependencies constitute important complementary causes as to why eco‐ordering endeavors often fail.

Originality/value

The network approach having a mesh that goes into the firm reveals important factors to the outcome of eco‐ordering efforts. The actors‐resources‐activities analyzing tool helped find important non‐human resource dependencies.

Details

European Journal of Innovation Management, vol. 9 no. 1
Type: Research Article
ISSN: 1460-1060

Keywords

Article
Publication date: 26 January 2023

Ibrahim Alley, Halima Hassan, Ahmad Wali and Fauziyah Suleiman

This paper provides evidence that the banking sector reforms of 2004 and 2009 enhanced prudential performance of the banking industry and financial system stability in Nigeria.

Abstract

Purpose

This paper provides evidence that the banking sector reforms of 2004 and 2009 enhanced prudential performance of the banking industry and financial system stability in Nigeria.

Design/methodology/approach

This study uses regression analysis with regime shift to confirm results from tests of two means and variances model to examine the effectiveness of banking sector reforms in Nigeria.

Findings

Evidence from the regression model agrees with findings from the test of means model (not controlling for trend effects) that capital to assets ratio rose while non-performing loan ratio declined after the reforms, and that capital to earning assets ratio rose when trend effects were accounted for. Both the regression model and the tests of means model controlling for trend effects show that return on asset, return on equity and return on earning assets ratios declined after the reforms.

Research limitations/implications

This paper evaluated the effectiveness of banking sector reforms in Nigeria using models that avoid weaknesses that besieged many previous studies. It however used data covering 1983–2020 period, due to data availability. A larger scope of data may improve the results, and future research may re-examine this theme as more data become available. Furthermore, banking stability issues could be examined using specialised techniques such as the generalised autoregressive conditional heteroscedasticity model and related family.

Practical implications

These results suggest that the reforms led to improvement in the sector’s resilience (risks-absorbing capacity) and asset quality, and that profitability had not been the primary focus of the reforms.

Social implications

The authors recommend that regulatory and supervisory authorities in Nigeria continue to implement and improve on banking sector reforms for a more resilient and functional banking system. As a contribution to social research, this study shows that studies on policy evaluation should be located within appropriate theoretical framework: the theory of change. It shows that an appropriate use of attribution analysis and contribution analysis within this theoretical framework engenders robust analysis and results. Otherwise, the analytical findings would be erroneous and policy advice misguided.

Originality/value

The statistical significance of our findings establishes that the banking sector reforms in Nigeria have been effective in promoting financial system stability in Nigeria. By deploying both the test of means with and without trend effects (an attribution analysis) and the multivariate regression analysis with regulatory shift (a contribution analysis), and relying more on the later for its superiority, this study contributes to the body of knowledge in that, it not only determined the true effects of banking sector reforms in Nigeria for appropriate policy guidance but also demonstrated that, in research, an inappropriate methodology produces results that may diverge from the more accurate ones that were derived from the correct methodology.

Details

Journal of Financial Regulation and Compliance, vol. 31 no. 3
Type: Research Article
ISSN: 1358-1988

Keywords

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