Tourism as an alternative source of regional growth in Portugal: a panel data analysis at NUTS II and III levels

The role of tourism is of vital economic importance, particularly for small countries with a privileged geographical location and favourable weather conditions. This paper examines the importance of tourism as a conditioning factor for higher regional growth in Portugal by employing the conditional convergence hypothesis of Barro and Sala-i-Martin, associated with the endogenous growth theory. The panel data estimation approach provides evidence of the positive impact of tourism (through the accommodation capacity) on the growth in per-capita income among the Portuguese regions, increasing the rate of convergence. Therefore, tourism can be considered as an alternative source for stimulating higher regional growth in Portugal, if the supply characteristics of this sector are improved.     

我国经济增长的多重均衡现象——基于动态门槛面板数据模型的研究

本文首次应用动态门槛面板数据模型，对我国经济增长的多重均衡现象进行了研究，研究表明我国经济增长具有明显的多重均衡现象。当人均收入低于1007元时，存在着经济增长障碍，经济处于低水平陷阱；一旦突破低收入门槛，在同一的收入状态里省区经济增长率趋向收敛。然而，由于较高收入状态的省区收入收敛速度快于较低收入状态的省区，因此，我国富裕省区与相对落后省区的人均收入差距还在不断扩大；我国目前还没有达到增长极限，不存在高水平陷阱现象。     

Assessing economic convergence in the EU: is there a perspective for the ‘cohesion countries’?

This article analyses the stochastic income convergence within the EU-15. The empirical analysis uses per capita GDP, in PPP and in constant prices of 2005 for the period 1950 to 2010. Apart from the traditional DF type tests we also account for possible structural changes. In this direction, we employ the Zivot-Andrews (1992) and the Lee-Strazicich (1999, 2003) testing procedures, for one and two breaks, endogenously determined. Furthermore, we apply the Carlino and Mills (1993) methodology proposed for the detection of β-convergence. The overall evidence supports the existence of two discrete clubs, the first by the ‘cohesion countries’ (Portugal, Ireland, Greece and Spain) and the second by the remaining members. In particular, there is a clear evidence of convergence within each club, whereas between clubs there is a luck of catching-up effects. Furthermore, investigation of correlation between relative per capita GDP of each country and several factors that are often identified as growth stimulants, namely Total Factor Productivity, FDI, investment and openness confirm, with the exception of Greece, a strong association between these factors and the convergence process. However, progress in the convergence has not been uniform across countries and over time, reflecting the specific interactions between domestic and international factors and their impact on the convergence process of individual countries.     

Evidence on the Convergence of Per Capita Income: A Comparison of Founder Members of the Association of South East Asian Nations and the South Asian Association of Regional Cooperation

This paper investigates the per capita income convergence patterns of a set of Association of South East Asian Nations (ASEAN) and South Asian Association of Regional Cooperation (SAARC) countries. We obtained a time‐series analysis for stochastic convergence by applying unit‐root tests in the presence of two endogenously‐determined structural breaks. We then supplemented the results by tests that produced evidence for β convergence. The evidence shows that the relative per capita income series of ASEAN‐5 countries were consistent with stochastic convergence and β convergence, but this was not found for SAARC‐5 countries. For the ASEAN‐5 countries, the structural breaks associated with the world oil crisis and the Asian crisis impacted heavily on the convergence/divergence process.     

Regional income convergence in Indochina 1970–2015?

Real incomes have been increasing relatively fast in the Indochina region but there are still large differences in income levels between the six member countries. Based on the various sources of national accounts data, it seems that the low-income countries have experienced the highest growth rates. Time series tests of convergence, in this case catching-up to the relatively high-income level in Malaysia, confirm that Cambodia, Myanmar, Thailand and Vietnam have narrowed the income gap during the last two decades.     

Convergence patterns and switchovers in comparative advantage

Although there exists a vast literature on convergence and divergence of income levels across countries or regions at the aggregate level, there is only little work on convergence and/or divergence processes of productivity and wage levels at the more disaggregated industrial level. These are especially important in the context of international trade as these determine the dynamics of comparative advantages and the resulting trade structures between developing and developed countries. In the first theoretical part, we discuss some theoretical aspects of uneven sectoral productivity and wage catching-up processes and their links to dynamic comparative advantages and trade structures. In the second part, we present an econometric study of catching-up of wages, productivity, and labour unit costs. The analysis is conducted at the industrial level (ISIC 3-digit) over the period 1965–1992 for a set of catching-up economies compared with more advanced countries.     

Structural stability in a cross-country neoclassical growth model

This paper tests for structural stability of the Solow growth model, as recently extended to human capital and applied to a large section of countries by Mankiw, Romer and Weil. The evidence is obtained by ranking each explanatory variable of the model in ascending order and then running recursive regressions and by then splitting the original sample according to cluster analysis before running separate regressions. The evidence shows that the model exhibits overall structural breaks; the convergence coefficient, however, is very stable; the coefficients of the production factors become unstable where the factors become very abundant or very scarce; the coefficient of labour growth is negative and significant, as required by the theory, only if a small group of countries with scarce labour is considered; the same coefficient is instead positive and significant for a group of countries with abundant labour and favourable initial income and investments; the coefficient of investment in human capital is not significant if abundant labour countries or, simply, if influential countries in the regression are not considered.     

Trade,growth, and convergence in a dynamic Heckscher–Ohlin model

In models in which convergence in income levels across closed countries is driven by faster accumulation of a productive factor in the poorer countries, opening these countries to trade can stop convergence and even cause divergence. We make this point using a dynamic Heckscher–Ohlin model—a combination of a static two-good, two-factor Heckscher–Ohlin trade model and a two-sector growth model—with infinitely lived consumers where international borrowing and lending are not permitted. We obtain two main results: First, countries that differ only in their initial endowments of capital per worker may converge or diverge in income levels over time, depending on the elasticity of substitution between traded goods. Divergence can occur for parameter values that would imply convergence in a world of closed economies and vice versa. Second, factor price equalization in a given period does not imply factor price equalization in future periods.     

Convergence and catching up in ASEAN: a comparative analysis

The increasing diversity of average growth rates and income levels across countries has generated a large literature on testing the income convergence hypothesis. Most countries in South-East Asia, particularly the five founding ASEAN member countries (ASEAN-5), have experienced substantial economic growth, with the pace of growth having varied substantially across countries. Recent empirical studies have found evidence of several convergence clubs, in which per capita incomes have converged for selected groupings of countries and regions. This paper applies different time series tests of convergence to determine if there is a convergence club for ASEAN-5, as well as ASEAN-5 and the USA. The catching up hypothesis states that the lagging country, with low initial income and productivity levels, will tend to grow more rapidly by copying the technology of the leader country, without having to bear the associated costs of research and development. Given the important effects of technological change on growth, this paper also examines whether ASEAN-5 is catching up technologically with the USA.     

Distribution Dynamics and Nonlinear Growth

This paper extends the distribution dynamics approach to the study of the shape of the growth process of a cross-section of countries. We first identify some empirical implications of a nonlinear Solovian growth model with multiple equilibria. These implications are then tested by a novel definition of the state space, which jointly considers income and growth rate. The main findings are that nonlinearity is a salient feature of the overall picture, and that the cross-section dynamics is compatible with the existence of multiple equilibria. We also discuss how the hypothesis of conditional convergence may be challenged in the light of our results.     

European incomplete catching-up

We study in this paper pairwise convergence of aggregate output dynamics by applying a known exact, finite-sample, most powerful and invariant (MPI) test statistic in a new analytical, conditional inverted beta setup. Besides being useful for finding interval estimates of a persistence parameter when needed, it turns out that our IB-MPI test has a comparable power to discriminate near-unit roots. By using standard, time-series definitions of divergence, incomplete or complete catching-up, and long-run convergence, the empirical application of the test shows that pairwise differences in per capita income levels between European countries overwhelmingly follow a trend-stationary, incomplete catching-up process.      

Too much of a good thing? On the growth effects of the EU's regional policy

The European Union (EU) provides grants to disadvantaged regions of member states from two pools, the Structural Funds and the Cohesion Fund. The main goal of the associated transfers is to facilitate convergence of poor regions (in terms of per-capita income) to the EU average. We use data at the NUTS3 level from the last two EU budgetary periods (1994–1999 and 2000–2006) and generalized propensity score estimation to analyze to which extent the goal of fostering growth in the target regions was achieved with the funds provided and whether or not more transfers generated stronger growth effects. We find that, overall, EU transfers enable faster growth in the recipient regions as intended, but we estimate that in 36% of the recipient regions the transfer intensity exceeds the aggregate efficiency maximizing level and in 18% of the regions a reduction of transfers would not even reduce their growth. We conclude that some reallocation of the funds across target regions would lead to higher aggregate growth in the EU and could generate even faster convergence than the current scheme does.     

Income and wealth distribution in a simple model of growth

Summary. This paper studies a deterministic one-sector growth model with a constant returns to scale production function and endogenous labor supply. It is shown that the distribution of capital among the agents has an effect on the level of per-capita output. There exists a continuum of stationary equilibria with different levels of per-capita output. If the elasticity of intertemporal substitution is large, a higher output level can be achieved when income inequality is great, that is, when the income distribution is strongly dispersed. If the elasticity of intertemporal substitution is low, the reverse relation holds. The paper shows that countries with identical production technologies and identical preferences may have different GDP levels because wealth is distributed differently among their inhabitants. Received: January 29, 1999; revised version: October 4, 1999     

A tale of two countries: Directed technical change,trade and migratory movements

We propose a North-South model that reconciles trade and production strategies, flows of innovators and the path of economic divergence, or convergence, between countries. We explain the mechanisms behind these forces and show how the technological and economic gaps can be reversed if southern countries stop imitating northern goods and, instead, produce complementary goods. Such a strategy of complementarity on production yields the necessary incentives to innovators to engage in research in southern countries, which enhances the catching-up process between countries. It is also shown that migratory movements of unskilled labor between countries are also relevant to understand the dangers and benefits of different trade strategies for economic growth. This paper suggests a positive (negative) correlation between technological innovation in the North (South) and the level of substitutability in production, while under complementarity, technological innovation catches up in the South, therefore fostering the economic catching up process. A positive correlation between inflows of skilled and unskilled labor and substitutability of production between countries is also verified.     

Long-term regional convergence in Mexico: A new look

This paper explores the convergence hypothesis of Mexican states with the national level and with one another from 1940 to 2015. Interpreting convergence as catching-up, we also capture other types of regular evolution, namely, invariance of the income gap over time, permanent absence of the gap, and steadily increasing gap (deterministic divergence). As a tool of econometric analysis, we use a novel model that describes convergence by asymptotically decaying trends and covers other types of evolution as particular cases. The results obtained suggest one or other type of regularity to be peculiar to roughly ca. 40% of income gaps both with the national level and between states. However, convergence is observed only in 6% to 15% of cases. Regarding convergence at the national level, an additional analysis by three 50-year subperiod shows that in many cases the type of evolution changes for the same state from one subperiod to another. Analyzing convergence between states, we find that convergence between neighboring states is more frequent than between other states; however, the effect of the neighborhood is not too strong.     

Labor supply of elderly people,fertility, and economic development

Increases in life expectancy and the fertility rate have been observed as per-capita income increases in economically developed countries with high per-capita income. We explain these observations using a synthetic economic model with endogenous lifetime, retirement, and human capital accumulation. In contrast to the result obtained by assuming an institutionally fixed and compulsory retirement, a longer life expectancy attributable to rises in per-capita income can induce elderly people to leave the labor market later, thereby enabling them to increase consumption of goods as well as “children” when young. Consequently, higher per-capita income can be associated with higher fertility.     

Technological catch-up: Gradual diffusion of technology and convergence in the neoclassical growth model

In this paper, I study the effects of the international gradual transmission of technology on the convergence processes among countries. In this way, the international gradual diffusion of technology makes possible a greater potential improvement capacity to the less developed country in its technological level. When this hypothesis is included in the Solow-Swan growth models, the paper shows that the convergence hypothesis will now be maintained only in the growth rates since a gap in income levels will remain in the long run. That conditional convergence will be explained by two factors: the diminishing returns for cumulative factor and the gradual diffusion of technology. I will finish this paper with empirical evidence of these two factors explaining convergence.     

Labor productivity growth: disentangling technology and capital accumulation

How much of the convergence in labor productivity that we observe in manufacturing is due to convergence in technology versus convergence in capital-labor ratios? To shed light on this question, we introduce a nonparametric counterfactual decomposition of labor productivity growth into growth of the capital-labor ratio (K/L), technological productivity (TEP) and total factor productivity (TFP). Our nonparametric specification enables us to model technology allowing for heterogeneity across all relevant dimensions (i.e. countries, sectors and time). Using data spanning from the 1960s to the 2000s, covering 42 OECD and non OECD countries across 11 manufacturing sectors, we find TEP and TFP to account for roughly 46 and ?6% of labor productivity growth respectively, on average. While technological growth at the world level is driven primarily by the US and a handful of other OECD countries, we find strong evidence of convergence in both technology and capital-labor ratios. Interestingly, very few of the usual growth determinants are found to enhance the process of technological catching-up.     

Do Multinational Enterprises Contribute to Convergence or Divergence? A Disaggregated Analysis of US FDI*

It is widely held that foreign direct investment (FDI) has a positive effect on economic growth. To test this hypothesis, we perform convergence regressions derived from a theoretical model on the impact of FDI on endogenous technological change in small economies. The model includes FDI externalities that enhance growth, but also shows that FDI can crowd out host country income and reduce local innovation. The empirical analysis employs disaggregated US data for various FDI‐related activities—in addition to the conventionally used aggregate FDI stocks and flows. We estimate the net FDI impact on the convergence rate of per‐capita income to US levels, controlling for human development, financial development, and trade. We find that FDI accelerates convergence for high‐income countries only, otherwise slowing it down.