DOES ICT GENERATE ECONOMIC GROWTH? A META‐REGRESSION ANALYSIS

Despite phenomenal technological progress and exponential growth in computing power, economic growth remains comparative sluggish. In this paper, we investigate two core issues: (1) is there really no connection between ICT and national economic growth? and (2) what factors moderate the ICT–growth relationship? We apply meta‐regression analysis to 466 estimates drawn from 59 econometric studies that explore the Solow or Productivity Paradox that there is little impact of ICT on economic growth and productivity. We explore the differential impact of ICT on developed and developing countries and the differential impact of different types of ICT: landlines, cell phones, computer technology and Internet access. After accommodating potential econometric misspecification bias and publication selection bias, we detect evidence that ICT has indeed contributed positively to economic growth, at least on average. Both developed and developing countries benefit from landline and cell technologies, with cell technologies’ growth effect approximately twice as strong as landlines. However, developed countries gain significantly more from computing than do developing countries. In contrast, we find little evidence that the Internet has had a positive impact on growth.     

DOES EDUCATION REDUCE INCOME INEQUALITY? A META‐REGRESSION ANALYSIS

This paper reexamines the effects of education on inequality through a comprehensive meta‐regression analysis of the extant empirical literature. We find that education affects the two tails of the distribution of income: Education reduces the income share of top earners and increases the share of the bottom earners. Education has been particularly effective in reducing inequality in Africa. Some of the results suggest that secondary schooling appears to have a stronger effect than primary schooling, though this finding is not always robust. The heterogeneity in reported estimates can be largely explained by differences in the specification of the econometric model and measure of inequality and education.     

WHICH FISCAL MULTIPLIERS ARE REGIME‐DEPENDENT? A META‐REGRESSION ANALYSIS

We analyse whether estimated multiplier effects are systematically higher if the economy suffers a downturn. For that purpose, we conduct a meta‐regression analysis on a unique data set of 98 empirical studies with more than 1800 observations on multiplier effects and control for regime‐dependence of the multiplier. We find that spending multipliers are much higher (by about 0.7–0.9 units) during a downturn. Tax multipliers are not sensitive to the economic regime, and generally lower than spending multipliers. Finally, for all spending categories other than government consumption, the multiplier significantly exceeds one during downturns.     

DOES EDUCATION REALLY IMPROVE HEALTH? A META‐ANALYSIS

While numerous studies assess the relationship between education and health, no consensus has been reached on whether education really improves health. We perform a meta‐analysis of 4866 estimates gleaned from 99 published studies that examine the health effects of education. We find that the current literature suffers from moderate publication bias towards the positive effects of education on health. After correcting for publication bias with an array of sophisticated methods, we find that the overall effect size is practically zero, indicating that education generates no discernible benefits to health. The heterogeneity analysis by Bayesian Model Averaging (BMA) and Frequentist Model Averaging (FMA) reveals that the reported estimates can be largely explained by whether the econometric models control for endogeneity of education, the types of data and the differences in health measurements. Our results also suggest that education may not be an effective policy option for promoting population health.     

DOES INVESTOR PROTECTION INCREASE FOREIGN DIRECT INVESTMENT? A META‐ANALYSIS

We undertake a meta‐analysis of the effects of international investment agreements for the protection of foreign investors on foreign direct investment using 2107 estimates drawn from 74 studies. Our meta‐analysis finds robust evidence that effect of international investment agreements is so small as to be considered zero.  However, our results do not rule out the possibility that the effect of these agreements is, in fact, positive and that current research methods are insufficiently powerful or precise to identify the underlying genuine effect. FDI from developed countries appears to be more responsive to the existence of investment protection, and there is evidence of publication–selection bias in favour of studies that find a positive effect for investor protection.     

HOW DO RATING AGENCIES’ DECISIONS IMPACT STOCK MARKETS? A META‐ANALYSIS

The purpose of this study is to examine how credit rating agencies’ decisions impact the stock market using a systematic and quantitative review of existing empirical studies. Specifically, we employ a meta‐regression analysis (MRA) to investigate the extent and nature of the effect of rating agencies’ decisions on the stock market. We survey 62 studies published between 1978 and 2015. Our first finding is that the cumulative average abnormal returns calculated from this empirical literature are affected by publication bias. After controlling for publication bias, the main findings of our meta‐analysis indicate that negative rating decisions cause statistically significant negative abnormal returns. This evidence suggests an informational effect. Our results also indicate that positive rating decisions do not have a significant effect. Finally, the MRA results reveal the importance of several factors related to primary study design, as well as to the nature of the data.     

ARE IMPACTS OF EARLY INTERVENTIONS IN THE SCANDINAVIAN WELFARE STATE CONSISTENT WITH A HECKMAN CURVE? A META‐ANALYSIS

“Early intervention” has been a mantra in recent debates about human capital investment. Strong theoretical models motivate this focus by predicting that investment in children is most cost‐effective when they are young. The “Heckman curve” summarizes this idea visually (Heckman, 2006). However, hardly any reviews scrutinize this hypothesis empirically in modern welfare states such as those in Scandinavia that already invest heavily during early childhood. Any such review is ideally based on interventions conducted as randomized controlled trials (RCTs), set in the same welfare state, and comparable across ages through cost‐standardized effects. This meta‐analysis assembles cost‐standardized effect estimates from 10 RCTs, including a total of 18 intervention arms and 30,578 participants (aged 1.5–24 years), conducted by the same research center in the Scandinavian welfare state of Denmark. These interventions show significant effects relative to their costs, despite the large baseline investment level. Interventions targeted at younger children tend to produce larger effects, consistent with the Heckman curve. However, variation in the effect size within age groups is as large as it is across age groups. This indicates that both the quality and timing of investments matter and that “early interventions” are not necessarily superior to later interventions.     

ARE THE CURRENT ACCOUNT IMBALANCES BETWEEN EMU COUNTRIES SUSTAINABLE? EVIDENCE FROM PARAMETRIC AND NON‐PARAMETRIC TESTS

Using parametric and non‐parametric estimation techniques, we analyze the sustainability of the recently growing current account imbalances in the euro area and test whether the European Monetary Union has aggravated these imbalances. Two alternative criteria for the assessment of external debt sustainability are considered: one based on the transversality condition of intertemporal optimization, and the other based on the stationarity properties of the stochastic process of the debt–GDP ratio. Econometric sustainability tests are performed using the pooled mean‐group estimator and panel unit root tests, respectively. Variants of both test procedures with varying coefficients using penalized splines estimation are applied. We find empirical evidence suggesting that the introduction of the euro is associated with a regime shift from sustainability to unsustainability of external debt accumulation for the euro area. Copyright © 2012 John Wiley & Sons, Ltd.     

ARE WOMEN REALLY MORE RISK‐AVERSE THAN MEN? A RE‐ANALYSIS OF THE LITERATURE USING EXPANDED METHODS

While a substantial literature in economics and finance has concluded that ‘women are more risk averse than men’, this conclusion merits investigation. After briefly clarifying the difference between making generalizations about groups, on the one hand, and making valid inferences from samples, on the other, this essay suggests improvements to how economists communicate our research results. Supplementing findings of statistical significance with quantitative measures of both substantive difference (Cohen's d, a measure in common use in non‐Economics literatures) and of substantive overlap (the Index of Similarity, newly proposed here) adds important nuance to the discussion of sex differences. These measures are computed from the data on men, women and risk used in 35 scholarly works from economics, finance and decision science. The results are considerably more mixed and overlapping than would commonly be inferred from the broad claims made in the literature, with standardized differences in means mostly amounting to considerably less than one standard deviation, and the degree of overlap between male and female distributions generally exceeding 80%. In addition, studies that look at contextual influences suggest that these contribute importantly to observations of differences both between and within the sexes.     

HIGH‐FREQUENCY ANALYSIS OF FOREIGN EXCHANGE INTERVENTIONS: WHAT DO WE LEARN?

Abstract.  The high-frequency analysis of foreign exchange dynamics is helpful in order to better identify the impact of central bank interventions. Evidence robustly shows that interventions do indeed move the exchange rate level in the desired direction. Interventions increase volatility in the short run as they are regarded as information; but they can reduce volatility overall. Ways of transmission may reach beyond the signalling channel and also include the portfolio balance and a damping channel. Finally, interventions are more successful if they obey certain conditions, such as being coordinated among central banks and going with the market and fundamentals.     

A Real‐Assets Model of Economic Crises: Will China Crash in 2015?

Loosely derived from Henry George's theory that land speculation creates boom‐bust cycles, a real‐assets model of economic crises is developed. In this model, land prices play a central role, and three hypothesized mechanisms are proposed by which swings of land prices affect the entire economy: construction on marginal sites, partial displacement of circulating capital by fixed capital investment, and the over‐leveraging of bank assets. The crisis of 2008 is analyzed in these terms along with other examples of sudden economic contractions in U.S. history, recent European experience, and global examples over the past 20 years. Conditions in China in 2014 are examined and shown to indicate a likely recession in that country in 2015 because its banks are over‐leveraged with large‐scale, under‐performing real estate loans. Finally, alternative methods of preventing similar crises in the future are explored.     

Customer‐oriented employees: Blessing or curse for firms?

I investigate whether the presence of customer‐oriented employees benefits firms in a competitive environment. Employees are defined as customer‐oriented if they are interested not only in their wage but also in the well‐being of their customers. I find that firms may obtain higher profits by hiring self‐interested rather than customer‐oriented employees. This is because the employees' customer orientation has opposing effects on the profits obtained by the firms. On the one hand, customer‐oriented employees provide a given level of quality for a lower wage. On the other hand, the employees' customer orientation increases competition reducing prices. If the second effect dominates, firms find themselves trapped in a prisoners' dilemma as the strategy of hiring self‐interested employees is strictly dominated by that of hiring customer‐oriented employees. Hence, the very presence of customer‐oriented employees may hurt firms. If motivated employees are merely interested in the quality of the good provided, the effect on the price outlined before disappears.     

Rising House Prices and Ultra‐low Interest Rates: A Recipe for a New Banking Crisis?

Are overheating housing markets and rising interest rate risks becoming a breeding ground for yet another banking crisis? We assess these risks for the German case. We find that they are indeed building up and may very well form the basis for a new banking crisis – unless prevented through responsible banking decisions, supervisory guidance, and policy adjustments.     

The Relation Between Leadership and Perceived Well‐Being: What Role Does Occupational Self‐Efficacy Play?

Current research confirms the link between leadership behavior and subordinates’ health. However, only a few longitudinal surveys have been carried out. The present longitudinal study examined whether occupational self‐efficacy moderates the impact of transformational leadership on perceived negative well‐being. The sample consisted of 339 employees working in the health‐care sector. The correlations between transformational leadership at the first time of measurement (Time 1) and emotional exhaustion and perceived strain at the second time of measurement (Time 2) were negative and significant, but the correlation with depersonalization was not significant. Regression analyses revealed that the effect of transformational leadership behavior on perceived negative well‐being was not moderated by the level of occupational self‐efficacy. Implications for future research are discussed.     

The collective bargaining of flexicurity: A case for sector‐level analysis? The Italian chemical and metalworking sectors compared

Although employment relations in Europe have long been seen as a factor of rigidity, limiting managerial discretion and adaptability, in the last 30 years, they have witnessed a trend towards decentralisation of collective bargaining and negotiations increasingly centred on flexibility–security trade‐offs between employers and employees. Research on the contribution of collective bargaining to the so‐called flexicurity has mostly focused on national‐level institutional arrangements. In this article, we contend that meso‐level differences need to feature more prominently in the debate. Our comparison of two sectors in the same country (chemicals and metalworking in Italy) shows that decentralisation has divergent effects on flexicurity issues depending in particular on differences in market structures and on depth of bargaining. The interplay between these two factors affects what we refer to as procedural security, which we view as important in ensuring sustainable trade‐offs between flexibility and security.     

INDIVIDUAL DETERMINANTS OF SELF‐EMPLOYMENT ENTRY: WHAT DO WE REALLY KNOW?

The analysis of the decision to enter into self‐employment is a hot topic in the economic literature. Among the elements that most directly influence this decision, individual factors are central. This study produces a comprehensive survey of the impact of these factors, covering both the theoretical arguments and the main conclusions emerging from the empirical studies. We analyze 12 critical determinant factors of the entry into self‐employment grouped into seven categories: (1) basic individual characteristics (gender, age, marital status, and children); (2) family background (parents and spouse); (3) personality characteristics; (4) human capital (education and experience); (5) health condition; (6) nationality and ethnicity; and (7) access to financial resources. While for some of the factors solid conclusions can be found, for others additional research is still needed in order to shed further light on their influence.     

THE EUROPE–U.S. PRODUCTIVITY GAP IN A REAR‐VIEW MIRROR: WILL MEASUREMENT DIFFERENCES IN THE SERVICES SECTOR OUTPUT PLEASE RISE?

The deterioration in 1995 of Europe's productivity performance relative to the U.S. coincided with the ‘renaissance’ of the U.S. statistical system, which can be regarded, by now, as the frontier in official statistics. This paper raises the natural question whether the European statistical system was ‘left at the station’ while its U.S. counterpart ‘departed’, making it possible for measurement differences to become the primary suspect for the existing productivity gap. My retrospective review of the development path in the services sector productivity statistics suggests that Europe lags significantly behind the U.S. in the services producer price index program, both in terms of scope and timing of its implementation. Accordingly, the role of these measurement differences in the post‐1995 Europe–U.S. productivity story cannot reasonably be ruled out. The paper concludes with a ‘structured guess’ that provides a circumstantial evidence on the benefits generated by the upgrades in the U.S. services sector statistics. The results show that these enhancements led to two kinds of benefits during the post‐1995 period – a considerable reduction in the contribution of industries that traditionally dampened the aggregate productivity trend combined with a larger contribution of those that generally lifted it. This contrasts markedly with Europe where the contribution of these two sources remained unchanged in the meantime.