A cointegration approach to modeling human capital formation,self-employment,and economic growth: evidence from Pakistan

This study aims to empirically investigate the dynamics of relationship among human capital formation, self-employment (SE), and economic growth in Pakistan. Using quarterly data of primary school enrollment, SE, and GDP per capita, we employed ARDL bound testing approach to cointegration covering the time span of 1995–2010. We found that in the long run, primary school enrollment, high school enrollment and SE have significant impact on economic growth. Enrollment in primary schools (EP) has a strong positive and significant impact on economic growth, whereas enrollment in high school has a relatively small positive and significant impact on economic growth in the long run in Pakistan. Further, SE has a small, positive and significant impact on economic growth in the long run. In short run, enrollments in high schools and SE have weak positive impact on economic growth whereas, EP has a strong positive and significant impact on economic growth in Pakistan. Further it is found that that there is unidirectional long run causality from self employment to economic growth followed by the bidirectional short run causality between economic growth and high school enrollment, GDP per capita and primary school enrollment, high school enrollment and primary school enrollment.     

Does organisational capital influence environmental strategies? Evidence from environmental innovation

As a result of increasing consumer awareness and stakeholder demands about environmental management, firms face stricter challenges surrounding the impact of business operations on the environment. In this regards, environmental innovation is one of the important ways of acting in harmony with the environment. Thus, the purpose of this study is to examine the impact of organisational capital on environmental innovation measured as the process innovation and product innovation. Using environmental innovation data from ASSET4 for the US listed firms between 2002 and 2018, our empirical results reveal a significant positive association between organisational capital and both the process innovation and product innovation. Furthermore, the relationship is stronger in high-profitability and sensitive industries subsamples. These results are robust to additional control variables and endogeneity tests. This study, while endorsing the resource-based view (RBV), provides important implications for the top management teams that organisational capital could be an important channel through which managers can boost environmental innovation.     

A note on the gender reservation wage gap in developing countries

This is the first paper to document the existence of a gender reservation wage gap in developing countries. We find a 22.6% gender reservation wage gap, a gap that is much larger than current estimates for developed countries. Assets play the largest role in closing this gap, whereas adult height widens the gap among the poor.     

Can Robust Optimization Offer Improved Portfolio Performance? An Empirical Study of Indian market

Journal of Quantitative Economics - The emergence of robust optimization has been driven primarily by the necessity to address the demerits of the Markowitz model. There has been a noteworthy...     

Ontology-based approach for identifying the credibility domain in social Big Data

ABSTRACT

The challenge of managing and extracting useful knowledge from social media data sources has attracted much attention from academics and industry. To address this challenge, semantic analysis of textual data is focused on in this paper. We propose an ontology-based approach to extract semantics of textual data and define the domain of data. In other words, we semantically analyze the social data at two levels: the entity level and the domain level. We have chosen Twitter as a social channel for the purpose of concept proof. Ontologies are used to capture domain knowledge and to enrich the semantics of tweets, by providing specific conceptual representation of entities that appear in the tweets. Case studies are used to demonstrate this approach. We experiment and evaluate our proposed approach with a public dataset collected from Twitter and from the politics domain. The ontology-based approach leverages entity extraction and concept mappings in terms of quantity and accuracy of concept identification.     

Corporate social responsibility and Islamic banks: a systematic literature review

Although CSR is an extensively studied topic, a systematic, comprehensive and diverse review in the domain of CSR and Islamic banking is missing. This paper intends to present a broad review of this domain. Through a state-of-the-art review, we have divided the paper into different sections, the first two are general i.e. CSR measurement, it deals with measuring methods of CSR in Islamic banking, and CSR theories, it gives a brief overview of theories referred in under-review studies. While, the other three sections are separated according to the nature of studies i.e. CSR narrative under the Islamic paradigm, CSR disclosure by Islamic banks, and CSR exposition in Islamic banks. At the end of each section, we have included a ‘commentary’ to discuss and summarize major points, highlight trends and issues, provide insights into limitations and suggest future research directions.

     

Estimating national road crash fatalities using aggregate data

Injuries and fatalities from road traffic crashes have emerged a major public health challenge in Pakistan. Reliable estimates of road crash fatalities (RCF) of a country, is a vital element needed for identification and control of key risk factors, road-safety improvement efforts and prioritizing national health. Reliability of current annual RCF estimates for Pakistan becomes highly questionable due to serious underreporting. This study aimed to predict annual RCF for Pakistan using data from World Health Organization and International Road Federation sources. An ordinary least square (OLS) regression model that relates fatality rate with different explanatory variables was developed. RCF were predicted for Pakistan for year 2012 and 2013, and results were compared with national police reported estimates. Study results indicated that there is serious underreporting of RCF in Pakistan and immediate measures are needed to improve the existing road crash recording and reporting system at the national and subnational levels.     

Taxi,Takeoff and Landing: Behavioural Patterns of Capital Flows to Emerging Markets

This paper analyses volatility, persistence, predictability, correlation, comovement (or contagion risk) and sudden stop (reversibility) of capital flows (foreign direct investment (FDI), foreign portfolio equity investment, long-term and short-term debt flows) using time series econometric techniques for 24 emerging economies over 1970–2014. This is informative on the pattern and relationship between capital inflows, with implications for accommodating macroeconomic policies in countries receiving inflows. The paper also addresses the predictions of conventional theory, that differences are associated with the maturity of the capital (long-term vs. short-term), with the information-based trade-off model of Goldstein and Razin [(2006). An information-based trade off between foreign direct investment and foreign portfolio investment. Journal of International Economics, 70(1), 271–295], that differences are associated with the structure of the capital (equity vs. debt). In line with the latter, equity flows (FDI and portfolio) are less volatile and persistent, more predictable and less susceptible to sudden stops than debt flows. Contrary to conventional theory, short-term flows are not more volatile, but there is evidence that correlations and risks of contagion are strong within all capital flow components.     

A comparison of conventional versus Islamic banking customers attitudes and judgment

This investigates the impact of customer attitude and judgment regarding conventional and Islamic banking system in Pakistan. This study attempts to find out, how the customers of Islamic banks perceive about Islamic banking practices in terms of Shariah compliance and conventional banking system regarding earning more profits. This study consists on primary data through a well design questionnaire. Four hundred and thirty (430) questionnaires were distributed among different customers of all three types of banking, such as Islamic, conventional and stand-alone branches in order to investigate customer’s attitude and judgment toward banking system. The findings indicate that overall 28% of Islamic banking customers don’t know the essential concept of Islamic financial institution’s in Pakistan. Furthermore, 54% customers of conventional banking show their interest to convert their accounts toward Islamic banks.

     

Short Interest,Returns, and Unfavorable Fundamental Information

Several months before information becomes public, the level of short interest contains value‐relevant information about publicly traded corporations. Short interest predicts future bad news, negative earnings surprises, and downward revisions in analyst earnings forecasts. This informational content is stronger for stocks that are harder to short. We also find that nearly half of the well‐known cross‐sectional relation between short interest and future stock returns is related to future changes in firms’ value‐relevant information. Our results suggest that short interest predicts future returns, in part, due to short sellers’ ability to uncover unfavorable information about firms.