The major determinants of logistic performance in a global perspective: evidence from panel data analysis

The global logistics industry has grown significantly and logistics has become an important sector of the business economic system and a major global economic activity in recent years. Logistics activities accelerate economic and productivity growth. Efficient logistics is also important to a country’s competitiveness and source of employment. The purpose of this paper is to uncover and understand the major determinants of logistics performance (LP) to further lift the LP of countries. Using unbalanced panel data of 93 selected countries from 2007 to 2014, the present research attempts to critically investigate the major determinants of LP. In estimating the model, this study prefers to use static panel data approach owing to limited data. The findings of the present study reveal that (a) countries with low level of corruption and stable political environment are likely to yield a high level of LP; (b) improvement in resources supply such as infrastructure, technology, labour, and education also have a significant positive effect on LP. Therefore, institutional reforms and upgrading resources will effectively accelerate LP.     

An empirical investigation of the cross sectional determinants of lease use

This paper examines the determinants of cross-sectional variation in lease ratios. Results indicate that leases substitute for debt and that relative lease use is negatively related to the size of the lessee. Leased assets, as a fraction of total assets, are negatively related to the financial strength of the lessee. Relative lease use is positively related to the lessee's level of non-debt tax shields, and some support is found for a negative relationship between leasing and the tax rate. Additionally, asset factors, as proxied by industry, provide most of the explanatory power of the model.     

The determinants of business start-ups in tertiary education: evidence for Greece through a panel data approach

Up to now there is no consensus in the relevant literature on the exact factors that lead a student to entrepreneurship. In addition, evidence on differences in the entrepreneurial activity among regions and, even more, in the entrepreneurial education provided by individual universities, within the same region, call for context-specific longitudinal studies. The primary objective of this paper is to provide evidence on the determinants that influence the propensity of young students of a Greek University to establish a new business venture. The methodological approach employed is based on a questionnaire survey collecting data from 1,500 students, spanning the period 2005–2010. Data has been processed through the use of a panel cointegration and panel causality methodology. The empirical findings entail useful insights on students’ attitudes and perceptions of entrepreneurship.     

On efficient estimation with panel data: An empirical comparison of instrumental variables estimators

This paper attempts a replication of the Cornwell and Rupert (1988) study—hereafter CR. The CR study investigated the efficiency gains in a returns to schooling example by applying alternative sets of instrumental variables estimators for panel data regressions proposed by Hausman and Taylor (1981), Amemiya and MaCurdy (1986), and Breusch, Mizon, and Schmidt (1989). Corrections on the CR data set lead to changes in the legitimate set of instruments, when the time dummies are excluded from the regression, and to much lower empirical gains in efficiency than those reported in CR. If the time dummies are retained in the wage equation, the experience coefficient is not estimable by the within regression, and the empirical gains in efficiency from using the IV procedures are not limited to the time-invariant education coefficient.     

Environmental taxes,reforms and economic growth: an empirical analysis of panel data

This paper explores the relationship between environmentally related taxes and the economic growth rate. The analysis also investigates whether this relationship differs between countries that have implemented environmental tax reforms (ETRs) and those that have not. Using panel data from 31 OECD countries over the period 1994–2013, the paper finds that when we allow environmentally related tax revenues to interact with an initial level of real GDP per capita, the overall revenues of these taxes are negatively associated with the economic growth rate in the short and long term. Furthermore, we show that the higher the initial level of GDP per capita, the more environmentally related tax revenues can promote the economic growth rate. The analysis also reveals that the relationship between environmentally related tax revenues and economic growth varies between countries that have a mechanism to redistribute environmentally related tax revenues and those that do not.     

Assessing the impact of fiscal transparency on FDI inflows

This paper analyzes the role of fiscal transparency as a determinant of foreign direct investment (FDI) attractiveness. It proposes an empirical test based on a panel regression analysis on data from 72 countries in the 2006–2015 time span. The evidence supports the idea that countries characterized by higher levels of budget openness attract more FDI inflows. In more detail, a higher degree of transparency during the phase of budget execution is associated with increases of FDI inflows, even when the sample is restricted to non-OECD countries and low and lower-middle-income countries. The positive effect is robust to several different specifications and is found to be additional to the one of general government transparency. Moreover, we also show that the role played by fiscal transparency in attracting FDI is independent of other close institutional determinants like control of corruption and regulatory quality.     

Credit in the euro area: An empirical investigation using aggregate data

This paper uses multivariate cointegration techniques to estimate a model of aggregate bank lending in the euro area. The model provides a quantitative benchmark for assessing conjunctural developments in loans to the area-wide private sector. Large and protracted deviations of realised loans from the paths implied by the model may reveal information about the emergence of financial imbalances as well as about the state of the economy, particularly about the strength of inflationary pressures. A specific application of the model shows that its error-correction term contains information on future changes in inflation over forecast horizons of relevance for monetary policy.     

A cross-country panel approach to exploring the determinants of educational equity through PISA data

The main aim of the paper is to analyse the effect of country and school factors on a new measure of educational equity defined as the country proportion of resilient students, i.e. those who, despite their disadvantaged socioeconomic background, are able to obtain good educational results. We construct a cross country panel dataset by merging the five editions of OECD PISA (Programme for International Student Assessment). The panel analysis allows to exploit country and time level variation in the proportion of resilient students controlling for systematic and institutional differences. Our findings suggest that educational funding can help disadvantaged students to obtain the opportunities that they are otherwise lacking. In addition, this effect seems to be heterogeneous, and particularly driven by those countries whose economic development (in terms of per capita GDP) is lower.     

Attrition in longitudinal panel data and the empirical analysis of dynamic labour market behaviour

In the empirical analysis of unemployment durations and job durations, it is generally assumed that the stochastic processes underlying labour market behaviour and the behaviour concerning participation in a panel survey are independent. However, there are reasons to believe that the probability of dropping out of the panel is related to the rate at which a (different) job is found. If there is such a relation, and if it is ignored, then the estimator of the rate at which individuals become employed or change jobs will generally be inconsistent. In this paper we analyse the relation between the duration spent in a particular labour market state and the duration of panel survey participation, by explicitly modelling and estimating the joint distribution of both durations. The emphasis will be on models allowing for stochastically related unobserved determinants of both types of duration. We estimate models both for unemployment durations and for job durations.     

Economic development and growth in Colombia: An empirical analysis with super-efficiency DEA and panel data models

In this paper, we analyse economic development and growth through traditional measures (gross domestic product and human development index) and Data Envelopment Analysis (DEA) in Colombian departments over the period 1993–2007. We use a DEA model to measure and rank economic development and growth from different approaches such as poverty, equality and security. The results show considerable variation in efficiency scores across departments. A second-stage panel data analysis with fixed effects reveals that higher levels of economic activity, quality life, employment and security are associated with a higher efficiency score based on the standards of living, poverty, equality and security. All findings of this analysis should demonstrate that economic development and growth could be achieved most effectively through a decrease in poverty, an increase in equality, a reduction in violence, and improved security. This indicates the need to generate effective policies that guarantee the achievement of these elements in the interest of all members of society.     

Organized crime and public spending: a panel data analysis

The aim of this paper is to investigate, empirically, what components of public spending imply a decreasing effect on organized crime and what components create opportunities for organized crime, discussing also the role of government efficiency. Using a panel data analysis, the results show a strikingly consistent pattern for the EU Member States. Organized crime mainly operates in the distribution of government spending for local public goods and public provision of private services. There is a decreasing effect on organized crime of the public expenditure devoted to education and social policy. Government efficiency in public spending is beneficial to limit the opportunities of the organized crime.     

Habits and heterogeneity in demands: a panel data analysis

We examine demand behaviour for intertemporal dependencies, using Spanish panel data. We present evidence that there is both state dependence and correlated heterogeneity in demand behaviour. Our specific findings are that food outside the home, alcohol and tobacco are habit forming, whereas clothing and small durables exhibit durability. We conclude that demand analyses using cross‐section data that ignore these effects may be seriously biased. On the other hand, the degree of intertemporal dependence is not sufficiently strong to make composite ‘consumption’ significantly habit forming, as has been suggested in some recent analyses. Copyright © 2007 John Wiley & Sons, Ltd.     

Following the money: The political determinants of E-fiscal transparency in US states

ABSTRACT

This research utilizes a unique panel data set (2009 to 2013) on the evolution of US state fiscal transparency websites and explores the political determinants of E-fiscal transparency. The dynamic panel data analysis reveals that divided government and Democratic governor exert a positive effect on state e-fiscal transparency, while the effect of political polarization is shown to be negative. Furthermore, there is some evidence to show that the fiscal variable of debt stock moderates the relationship between democratic political ideology and state E-fiscal transparency. Finally, there is a positive spillover effect in state E-fiscal transparency.     

The determinants of industry concentration: two new empirical regularities

This paper reports two new empirical regularities concerning industry concentration. First, concentration levels closely correlate in related industries. Second, the correlation is moderated by the degree of relatedness between the industries. These regularities are derived from the Trinet database, using a survivor‐based measure of relatedness. We argue that these previously overlooked relations may be explained in terms of (1) ‘spillover effects’ between industries and (2) life cycle factors. Copyright © 2009 John Wiley & Sons, Ltd.     

Financial development and economic growth: an empirical evidence from the GCC countries using static and dynamic panel data

This paper contributes to the existing empirics of finance-growth nexus of all GCC countries with new results based on a larger dataset and longer time period 1975–2012, incorporating additional control variables, FDI, interaction term of FDI & financial development variables, and oil production. We employed four estimation techniques, Pooled OLS, Fixed effect estimation, Random effect estimation, and the system GMM estimation and used static and dynamic panel data. We obtain a robust finding of consistently a positive effect of financial sector development (FSD) on economic growth of GCC region with implication that a substantial improvement in FSD was in place. The results indicate that FDI, Fixed capital formation and oil production contribute positively to the economic growth of this region. The study results signify for a continuity of the on-going financial reform process, supervision & monitoring exercises to bring hitherto more dividends to the GCC economies.     

Export channel dynamics: an empirical investigation

We investigate the dynamics of export channel arrangements by modelling foreign operation method decisions as the interplay between factors that motivate switches and factors that deter them. Our model extends previous analyses by looking simultaneously at (1) no change of channel arrangement, (2) replacements of foreign intermediaries (within‐mode shifts), and (3) integration of the sales function abroad (between‐mode shifts). We use a multinomial logit model on longitudinal data from a sample of Danish exporters that had entered foreign markets through intermediaries. The results suggest that the decision to carry out within‐mode shifts (i.e. to replace an existing intermediary) is driven by a different set of factors than the decision to switch to another foreign operation mode (i.e. to in‐house operations). Copyright © 2005 John Wiley & Sons, Ltd.     

Sources of labour productivity: a panel investigation of the role of military expenditure

The objective of this paper is to examine the effect of military expenditure on productivity performance in 70 countries, over the period 1989–2011. We employ the labour productivity as a measure of productivity, while the military burden is initially utilized as an indicator of the level of military expenditure within the framework of a transcendental production function. Applying the system GMM method, it is observed that defence expenditure exerts a negative and statistically significant effect on labour productivity. The negative impact of military expenditure still holds, when an alternative measure of military spending is introduced into the model. The main policy implication of these results is that the overall productivity would be expected to improve, if military expenditures are replaced by civilian expenditures.     

Predicting relative forecasting performance: An empirical investigation

The relative performances of forecasting models change over time. This empirical observation raises two questions. First, is the relative performance itself predictable? Second, if so, can it be exploited in order to improve the forecast accuracy? We address these questions by evaluating the predictive abilities of a wide range of economic variables for two key US macroeconomic aggregates, namely industrial production and inflation, relative to simple benchmarks. We find that business cycle indicators, financial conditions, uncertainty and measures of past relative performances are generally useful for explaining the models’ relative forecasting performances. In addition, we conduct a pseudo-real-time forecasting exercise, where we use the information about the conditional performance for model selection and model averaging. The newly proposed strategies deliver sizable improvements over competitive benchmark models and commonly-used combination schemes. The gains are larger when model selection and averaging are based on both financial conditions and past performances measured at the forecast origin date.     

Factors influencing ethical climate in a nonprofit organisation: an empirical investigation

Drawing from Victor and Cullen's[Victor, B. and Cullen, J. B. (1987) ‘A theory and measure of ethical climate in organizations’, Research in Corporate Social Performance and Policy, Vol. 9, pp. 51–71.],[Victor, B. and Cullen, J. B. (1988) ‘The organizational bases of ethical work climates’, Administrative Science Quarterly, Vol. 33, pp. 101–125.] theoretical framework a recent study by Agarwal and Malloy[Agarwal, J. and Malloy, D. C. (1999) ‘Ethical work climate dimensions in a not‐for‐profit organization: An empirical study’, Journal of Business Ethics, Vol. 20, pp. 1–14.] examined ethical work climate dimensions in the context of a nonprofit organisation. This paper reviews the framework and extends the study further by investigating several factors that influence the perception of ethical work climate in a nonprofit organisation. The multiple analysis of variance (MANOVA) procedure is employed to test nine hypotheses. Results demonstrate somewhat unique findings regarding factors that influence ethical climate perception in a nonprofit context. Specifically, the findings of this study point to the level of education, decision style and the influence that superiors and volunteers have upon ethical perception. Results also demonstrate that factors that have been employed traditionally by forprofit management, such as length of service, codes of ethics, size of the organisation and peer pressure, do not effectively influence ethical perception in the nonprofit context. Finally implications of this study are discussed. Copyright © 2003 Henry Stewart Publications     

Developed stock market reaction to political change: a panel data analysis

This paper utilized panel data to examine the effects of political change in developed stock market. According to Hausman test, we capture the stock return by the fixed-effect model to fit the stock market. Political change was originally intended as an incumbent party impetus to create opportunities for progress. However, this has caused great political party distress, creating political change with an inverse stock return relationship in developed countries.