Looking at the determinants of efficiency in banking: evidence from Italian mutual-cooperatives

Italy has experienced a restructuring and consolidation process in the banking industry since the 1990s that is expected to foster efficiency and competition. Despite the reforms, a peculiarity of the industry is the persistence of small mutual-cooperative banks (Banche di Credito Cooperativo, BCCs) active in narrow markets. The scope of this paper is to analyze the determinants of BCCs’ efficiency in the 2006–2011 period. In the first step of the study, a stochastic cost frontier is used to yield bank efficiency. Then the cost efficiency becomes the dependent variable of fixed and random effect models. The reference market of BCCs is the province (NUTS3). We find that BCC cost efficiency is positively affected by market concentration and demand density and inversely related to branching. Importantly, these results are robust to any sample restriction anchored to the distribution of efficiency. While the evidence regarding the credit quality is inconclusive for all BCCs, the sensitivity analysis shows that the risk in local markets is a source of BCC cost inefficiency.     

Understanding the determinants of information technology adoption: evidence from Italian manufacturing firms

Our empirical study aims at identifying the determinants of Information Technology (IT) adoption by small and medium sized Italian manufacturing firms. An ordered probit analysis is conducted on a sample of about 17?000 firms surveyed by the Italian Statistical Institute, using as a dependent variable an index of IT adoption. Our results show that firm size, geographical location, functional composition of the workforce, R&;D activity, subcontracting, exports and collaboration between firms are all highly significant determinants of IT adoption. Such results are consistent with most of the predictions advanced in the few studies existing on this topic.     

On the determinants of trade in services: evidence from the MENA region

This article examines the determinants of aggregate flows of service trade in MENA countries using an adapted version of the gravity model and a panel data set covering the 2000 to 2009 period for 21 countries and 10 sectors. A new determinant of trade performance is introduced: the number of bound commitments undertaken by a sector in the WTO as well as the availability of those commitments by mode of supply. The results show that being a WTO member boosts trade in services. In addition, the number of bound commitments increases exports, imports and trade in services. This positive and significant effect remains robust even after controlling for several econometric issues, namely, the selection bias related to the WTO membership and the endogeneity of commitments.¹1. We are grateful to the editor Mark Taylor and two anonymous referees for providing valuable comments and suggestions. We would also like to thank the participants to the ERF 18th Annual Conference and to the 32nd Annual Meeting of the Middle East Economic Association (MEEA). This work benefited from the financial support of Economics Research Forum (ERF). It does not reflect the Forum’s opinion.     

The determinants of child mortality in the Philippines: estimation of a structural model

"This paper employs a longitudinal data set from the Philippines to estimate a structural model of the determinants of infant mortality. To control for the endogeneity of some explanatory variables, a set of reduced form equations for these outcomes is estimated simultaneously with the mortality hazard. A non-parametric discrete factor method is used to control for common unobservable factors in the error terms. Birth interval and parity lose explanatory power once biological measures are considered in the model. The results indicate significant correlations across the equations' error terms. The significant effects of breastfeeding and growth on mortality are quantified in simulation experiments." The data are from a longitudinal survey conducted in metropolitan Cebu between 1983 and 1986.     

The determinants of health care expenditure in Australia

The objective of this article is to examine the long-run relationship and short-run dynamics of the health care expenditure in Australia during the period 1960–2003. Consistent with the conventional findings, the income elasticity for health care is found to be greater than one, suggesting that health care is a luxury good in Australia. Demographic structure is found to exert a significant positive impact on health care expenditure. An increase in the accessibility to health care services is associated with higher per capita real health care expenditure. Finally, public funding of health care appears to have a contributory effect on the formation of health care expenditure in Australia.     

The voter initiative and the power of the governor: evidence from campaign expenditures

Although a great deal of research examines the impact of the voter initiative process on the state legislature, the consequences for the state executive branch have been largely ignored. The voter initiative process provides the governor with a method to circumvent the legislature, which may increase the power of the governor in theory. However, it also provides citizens with a means to bypass the traditional lawmaking process and avoid the governor’s veto. This may reduce the power of the governor and lead to policies farther from the preferences of the governor. This study examines the impact of the voter initiative process on the power of the state governor by estimating total election cycle spending. Campaign expenditures are expected to reflect any sustained gain or loss in power due to the availability of the voter initiative process. The results indicate that gubernatorial campaign expenditures are significantly lower in states in which the voter initiative process is available. This finding suggests that state governors sustain a loss in political power when the voter initiative is available. Additionally, the findings imply that individuals may employ the voter initiative process as a substitute for gubernatorial support.     

The determinants of privatization prices: evidence from Turkey

This paper analyses the determinants of privatization prices in a multi-industry study using a sample of 68 recently privatized firms from Turkey. Results show that revenue and market characteristics are significant determinants of privatization prices while current cost and profit indicators are not. It is argued that potential buyers regard these state firms as inefficient, therefore do not take into consideration their current costs and profits in determining their value. When the dependent variable is altered by dividing the firm's privatization price by the firm's sales (revenues), it is found that sales-adjusted privatization prices are responsive to firms profit margins. However, this result does not hold when the sample is restricted to a single industry. Profit margins along with other profitability and firm efficiency measures are no longer significant determinants of sales-adjusted privatization prices in the cement industry analysis. Unexploited production opportunities measured by capacity utilization ratios, and complete private ownership resume a more important role.     

Nonlinear relationship between health care expenditure and its determinants: a panel smooth transition regression model

This paper employs a panel of 16 OECD countries over the period 1975–2009 to reexamine the health care expenditure (HCE)-income relationship by considering a lagged ratio of public expenditures on health as the transition variable in panel smooth transition regression (PSTR) models. PSTR models can capture the heterogeneity of any individual country, provide more detailed information for policy makers of an individual government, and resolve the insufficient observations problem that frequently appears in annual country-level data. Our empirical results indicate that the relationship between HCE and its determinants, including income, time (trend), and age structure variables, is nonlinear and varies with time and across countries. The time (trend) variable—a proxy for technical progress in health care—has a non-linear impact on HCE. Ignoring the variables—technological change of health care and age structure of population—will result in over-estimates of the income elasticities of HCE. Moreover, HCE behaves as a necessity good, and the income elasticity increases when the five-period lagged ratio of public expenditures on health increases. Clearly, the ratio of government financing on health plays an important role in influencing HCE.     

Lottery expenditures in Canada: a regional analysis of determinants and incidence

This article examines two issues; first, it evaluates the statistical significance of a number of socio-economic and demographic variables on the level of household lottery expenditures in the six regions of Canada. While some household characteristics vary in the extent to which they significantly affect the level of lottery expenditures across regions (wealth, age, occupation, mother tongue and urban location, for example), others are significant in every region. Regional consistency exists in the statistical significance of after tax household income, sex and education of the head of household – lottery expenditures increase as incomes increase; lottery expenditures are significantly lower for female heads of households than for their male counterparts; lottery expenditures decline as the education level of the head of household increases. Second, lottery expenditures are found to be regressive, although the degree of regressivity is less than for lotteries in the United States.     

Aggregate health care expenditure in the United States: evidence from cointegration tests

Unlike recent studies that are based on international cross-sectional series, this paper attempts to quantify the role of the determinants of aggregate health care expenditure per capita, using time-series data for the period of 1960–87 for the United States. The paper applies the relatively new procedures of unit root testing, cointegration and error-correction modelling. The evidence supports cointegration. Although, the results indicate that per capita income, age of the population, number of practising physicians, and public financing of health care are important determinants, the age structure of the population and number of practising physicians emerge as the major determinants of aggregate health care expenditure in the United States.     

The determinants of access to health care and medicines in India

This article explores the issue of demand for health care and medicines in India where household share of total health expenditure is one of the highest among high- and low-income countries. Previous work found that important determinants include health status, socio-demographics, income and demand for care was inelastic. Compared with previous studies, this article uses large household data sets including data on medicine expenditure to explore health-seeking behaviour. Count models find that determinants include health status, socio-demographic information, health insurance, household expenditure and government regulation. Elasticities range from ?0.13 to 0.03 and are generally consistent with literature findings. For inpatient care, conditional on having at least one hospitalization, the expected number of hospitalizations increases with being male and household expenditure. Medicine expenditure accounts for a large share of household health expenditure. Low-income individuals could experience problems and raises important policy implications on the demand and supply side to improve access to health care and medicines for patients in India.     

The U.S. health care expenditure: evidence from 2001 to 2009

This study utilizes state-level data from 2001 to 2009 to estimate the impact of the 2007 financial crisis upon health care expenditures. Higher death rates are consistently found to have a positive and statistically significant impact on health expenditures. While mental health and COPD are not generally found to impact expenditures, increases in the percentage of the population diagnosed with cholesterol and obesity tend to increase health expenditures. Increases in health expenditures slowed considerably after the financial crisis. Even though recessions (high unemployment rates) are generally found to have a positive impact on health expenditures, the post-financial crisis time period is estimated to have much lower health expenditures than in other time periods. Our results can be used to give insight into the conditions under which the slower rate of increase in health expenditures can be expected to increase. More research will be needed to be able to more completely explore not only the reasons for these changes in health expenditures but also whether they are likely to continue into the future.     

On the determinants of obesity: evidence from the UAE

This article investigates the possible determinants of being overweight and obese in the United Arab Emirates (UAE), controlling for age and education status. We use a novel dataset constructed from survey responses of university undergraduate students. Using OLS, logistic and ordered logistic regressions, we find that male, affluent and nonnational students face a higher risk of being obese (or overweight). The results also show that cultural and geographical factors interact with some behavioural aspects related to lifestyle in determining weight status. Students originating from other Middle East and North Africa countries exhibit higher body mass index (BMI) and odds of being obese with higher frequency of eating out and more computer use. Unexpectedly, fast food consumption and lack of exercise do not seem to contribute to higher risks of being overweight/obese.     

The determinants of pollution levels: Firm-level evidence from Chinese manufacturing

Using a large, unique, firm-level dataset from the Chinese manufacturing sector, we study important factors that are related to emission intensity for three pollutants in China – sulfur dioxide, wastewater, and soot. Our main findings are as follows: (1) compared to state-owned enterprises (SOEs), both foreign-owned firms and domestic public-listed firms exhibit less intensive pollutant emissions; (2) firms in regions with less local protection have lower pollution intensity; (3) better property rights protection is negatively correlated with pollutant discharge over and beyond the national standards; and (4) larger firms, firms in industries that export more, and firms with more educated employees pollute less. These results suggest that China should not target foreign firms more harshly in its effort to reduce industrial pollution. Better institutions in the form of more effective law enforcement and lower entry barriers across regional markets are also means of curbing China’s pressing environmental problems during its current stage of economic development.     

Effects of health insurance on labour supply: evidence from the health care fund for the poor in Vietnam

The expansion of health insurance in emerging countries raises concerns about the unintended negative effects of health insurance on labour supply. This article examines the labour supply effects of the Health Care Fund for the Poor (HCFP) in Vietnam in terms of the number of work hours per month and labour force participation (the probability of employment). Employing various matching methods combined with a Difference-in-Differences approach on the Vietnam Household Living Standard Surveys 2002–2006, we show that the HCFP, which aims to provide poor people and disadvantaged minority groups with free health insurance, has a negative effect on labour supply. This is manifested in both the average number of hours worked per month and the probability of employment, suggesting the income effect of the HCFP. Interestingly, the effects are mainly driven by the non-poor recipients living in rural areas, raising the question of the targeting strategy of the programme.     

The allocation of consumer expenditures in a Swedish macroeconomic model

The paper presents and estimates demand functions for components of consumer expenditures in Sweden, based on quarterly data for 1963–72. The model employed, while simple, possesses some attractive features. Income elasticities may be different from unity and complementary as well as substitutionary cross price effects are allowed. Aggregation restrictions hold at all points in time. Additional restrictions such as symmetry and zeroes are added. Results for Sweden from the model are compared to earlier findings by Dahlman and Klevmarken, Goldberger and Gamaletsos, Lluch and Powell, and Parks, who have tested double-logarithmic forms, the Linear Expenditure System, and the Rotterdam model.     

A hierarchical model of the determinants of non-performing assets in banks: an ISM and MICMAC approach

The banking systems of emerging economies in general and India in particular are facing sustained impairment due to mounting non-performing assets (NPAs). In the absence of stringent policies and their implementation, the results will be detrimental and may eventually lead to an economic crisis. Thus, it is imperative to unearth the causal factors and mitigate the risks involved with rising NPAs. The study attempts to identify the determinants of NPAs from the existing literature and subsequently, explore the interlinkages between the identified factors. A model of these factors is developed using Interpretive Structural Modeling (ISM) and MICMAC approach. Key managerial insights were obtained by the suggested model, specific to the Indian context. The hierarchical model provides a clearer perspective about the relationship between the factors and suggests that economic conditions and political factors are the key drivers which impact the ownership pattern and adherence to the regulatory framework; these further impact the internal factors related to the banks and borrowers’ capacity to repay. The study will act as a scaffolding for policymakers and bankers. Based on these findings, better instruments and mechanisms for recovery/management of NPAs can be put in place.     

Non-linearity in the determinants of capital structure: evidence from UK firms

We demonstrate that, by exploiting more fully the distribution of leverage, conditional quantile regression methods yield new insights into the choice of leverage ratio. For UK listed companies we find that not only is the estimated effect of the explanatory variables different at different quantiles of the distribution, but also that the effect of a variable changes sign between low leveraged and high leveraged firms.