High‐Growth Firms in the Southern U.S.: Where is the Growth?

Policymakers across the Southern U.S. have directed considerable attention to regional economic development plans, with mixed results. Questions remain over what types of industries, firms, and/or policies can drive long‐range growth. Over the past two decades, researchers have started to focus on high‐growth firms (HGFs) due to their potential innovation spillovers and job creation prospects, both of which drive further economic development. Employing databases from the Inc. 500, this study explores the dynamics of HGFs within Southern and comparative contexts. The first goal of this paper is to explore Southern HGF activity in comparison with the U.S. at‐large. The second is to examine the geographical characteristics of HGFs within the South, which will include an exploration of locations, industrial mix, and the factors that could encourage HGF development and agglomeration. This paper will also analyze the longer‐term ownership and acquisition patterns of HGFs across the South. Are such firms remaining embedded in the South or moving elsewhere through mergers or acquisitions? The paper concludes with a discussion of the impacts of HGFs on regional economic development and moreover, whether existing policies are conducive to these firms.     

The heterogeneity of agglomeration effect: Evidence from Chinese cities

Using annual surveys of industrial firms in China from 1998 to 2007, this paper applies the non‐linear least squares (NLS) method based on a grid search to analyse the effect of city size on firm total factor productivity (TFP). The results show that overall, the agglomeration effects in large cities, but not selection effects, significantly promote improvement in firm TFP. The optimal agglomeration scales of different industries differ as follows: those of capital‐ and technology‐intensive industries are larger than those of labour‐intensive industries. The agglomeration effects are also robust to different spatial areas without considering administrative boundaries. An inverted U‐shaped relationship exists between firm size and agglomeration effects, while the relationship between firm age and agglomeration effects is U‐shaped. State‐owned firms experience weaker agglomeration effects than non‐state‐owned firms. Cities higher in the administrative hierarchy and those with special economic zones have stronger agglomeration effects. However, cities higher in the administrative hierarchy and those with a larger economic development zone index can provide more resources to increase the survival rate of low‐productivity firms; thus, selection effects are not significant in Chinese cities.     

High Tech in the Deep South: Biomedical Firm Clusters inMetropolitan Atlanta

The relation between biomedical firms and their metropolitan region location in Atlanta, Georgia is examined as an empirical test of both innovative milieu agglomeration theory and place specific strategies for life science companies in the Deep South. This sectoral analysis utilizes questionnaires and targeted interviews to highlight the economic development role of real estate in suburban employment and residence sites (SEARS) and the intra-metropolitan directional migration of firms. Clustering of related industries is fostered by a shortage of appropriately configured laboratory and office space at the intermediate stage of the business growth cycle, encouraging information sharing and cooperative behavior via proximity by necessity. Lack of a key networking individual or mediating organization critically retards development of this potential growth engine.     

Spatial Agglomeration,Technological Innovations,and Firm Productivity: Evidence from Italian Industrial Districts

ABSTRACT The aim of this paper is to analyse the impact on firms' productivity of innovative activities and agglomeration effects among firms belonging to Marshallian industrial districts and the possible joint effect of these two forces. We study a sample of 2,821 firms active in the Italian manufacturing industry in the period 1992–1995. Our analysis uses an original data set based on three different Istituto Nazionale di Statistica statistical sources—Community Innovation Survey, Archivio Statistico delle Imprese Attive (Italian Business Register), and Sistema dei Conti delle Imprese (Italian Structural Business Statistics)—to estimate an “augmented” Cobb‐Douglas production function to account for the impact of technological innovations and district‐specific agglomeration effects on a firm's productivity growth. Our data set allows us to distinguish between product and process innovations, thus, through econometric analysis, we hope to achieve a better understanding of which of these two types of innovative activities benefits most from participation in an industrial district. Our empirical results show that belonging to an industrial district and making product innovations are key factors in the productivity growth of firms and that product innovations appear to have a greater effect on the economic performance of district rather than non‐district firms.     

Foreign Industrial Exports and State Manufacturing Performance

ABSTRACT Foreign exports are claiming growing shares of US. state economic production. While growth of foreign exports is often cited as a driving force for state economic growth, little attention has been paid in prior research to the issue of Granger causality between foreign exports and economic performance at the state level. This study examines Granger causality between foreign manufacturing export growth and state manufacturing performance during the period from 1980 to 1991. Results indicate that, at the aggregate level, there is a bi-directional Granger causal relationship between foreign exports and state manufacturing activity. Among the individual industrial sectors, results are more mixed, however, with sectors displaying either export-led growth, reverse Granger causality, or in some instances, negative Granger causality.     

Determinants of entry: Evidence from new manufacturing firms in the U.S

The objective of this paper is to estimate the relationship between agglomeration economies and the birth of new firms in U.S. manufacturing sectors during 2004–2012. I examine the variations in Marshallian factors across MSAs and across counties within MSAs. My findings support the existence of Marshallian agglomeration forces: input sharing, labor market pooling, and knowledge spillovers, with input–output linkages particularly important. I then examine the variations in Marshallian factors across regions and find regional differences are not very strong. In addition, large-sized firms appear to be more responsive to a supplier-customer relationship. Moreover, my empirical results provide evidence that firms in highly concentrated industries react more to input linkage and labor pooling.     

Global Markets and the Role of Geographical Proximity in Mexico's Employment Growth

In the context of greater economic integration with global markets and structural economic reforms, this paper analyses regional and sectoral employment growth dynamics in Mexican states between 2004 and 2014. The methodology is based on spatial shift‐share analysis that explicitly considers interregional interactions in employment while assessing potential spillover effects arising from spatial interactions among states and industrial sectors. The results suggest a competitive effect from some industries—such as those related to science and specialized suppliers, intensive scale industries and dominated providers—which led to the formation of industrial corridors of neighboring states that connect the central region with the northeast region of the country. It was also found that proximity to states such as Nuevo Leon, Queretaro, Guanajuato, San Luis Potosi, and Puebla has positively influenced neighboring states in terms of employment growth rates. The results also support the argument of some sort of de‐concentration of economic activity in the capital, Mexico City, toward neighboring states.     

Regional Variation of Firm Size and Growth: The Portuguese Case

This paper analyses the patterns of firm growth of manufacturing firms across Portuguese regions. In particular, we compare firm size and growth in order to investigate 1) whether region‐specific characteristics, interpreted as generating localization economies, exert any influence on firm growth and size, and 2) whether there is evidence of persistence in firm growth across regions. Using an extensive dataset of Portuguese manufacturing firms and applying parametric and semi‐parametric approaches, we found that, in eleven of the eighteen analyzed regions, firm growth is related to firm size and therefore firms have no equal probabilities of attaining a particular growth rate within any given period. Moreover, the results uncovered that firms experience serial correlation in their growth patterns in all regions and region‐specific characteristics, such as industrial diversity, entrepreneurship potential, and workforce qualities, engender differences in the way firms grow. Thus, this paper adds to the literature by showing how geographic location matters to firm size and growth.     

The geographically variegated connections of the Jakarta metropolitan area as produced by manufacturing firms

Connectivity in urban networks is often deemed to be an important feature of economically vibrant cities. Under conditions of contemporary globalization, the importance and geographies of these connections are increasingly variegated. Accordingly, various attempts have been made to analyse the external relations of cities and metropolitan regions, often through the lens of multilocational firms. Our purpose in this paper is to address the to‐date limited empirical knowledge about whether firms originating from different regions (i.e., firms with different headquarter [HQ] locations) create different patterns of inter‐urban relations. Drawing on the interlocking network model and using the Jakarta metropolitan area (JMA) as a case study, this paper explores how manufacturing firms with HQs either inside (further differentiating between the JMA and other cities) or outside (further differentiating between East Asian and non‐East Asian countries) Indonesia produce different patterns of external relations. Our findings indicate that each category of firms generates unique configurations of interurban relations for the JMA at the global and national scales. We argue that these variegated networks patterns not only reflect different locational strategies of firms, but also Indonesia's evolving policy orientations which have complex relations with evolving patterns of economic globalization.     

Towards the Spatial Patterns of Sectoral Adjustments to Trade Liberalisation: The Case of NAFTA in Mexico

ABSTRACT A recent string of “new economic geography” (NEG) models has set focus on the impacts of trade liberalisation on the intra‐national distribution of economic activity. What the existing contributions have in common is a basic two‐sector assumption (agriculture/manufacturing) and a resulting focus on the question of whether liberalisation leads to a greater concentration of aggregate manufacturing activity. Reconsidering these models from a multi‐sectoral perspective, the aim is to allow for sectoral differences in the spatial adjustments to liberalisation. This introduces a conceptual nexus between comparative advantage (CA)‐type sectoral recomposition effects of trade and NEG‐type spatial adjustments. In the analysis of Mexican manufacturing location 1993–2003, incipient empirical evidence is found in favour of the hypothesis that sectors characterised by a revealed comparative advantage and/or cross‐border intermediate supplies grow faster in regions with good foreign market access, whereas import competing ones gain in relative terms in regions with higher “natural protection” from poor market access. The relevancy of the proposed NEG/CA framework concerns both efficiency and equity objectives of trade adjustment policies, and opens a new perspective on the long‐run effects of trade on spatial inequality.     

Incorporating Sectoral Structure into Shift–Share Analysis

The objective of this article is to present a new way to incorporate the sectoral dimension within the components of regional growth provided by the traditional shift–share analysis. The new methodology elaborates the way that the dynamics of a specific sector in a region are influenced by the performance of other sectors, the latter decomposed between national, structural, and differential effects. To illustrate this extension of the shift–share method, an application is provided using data for the Spanish region of Extremadura for the period 1990–2004. The results highlight how these new components can shed new insights into the analysis of sectoral and regional economic growth processes.     

State Infrastructure and the Geography of Employment

ABSTRACT The effects of state public capital investment on economic growth is an important question that has been the focus of a recent substantial research effort. But the majority of this research has ignored these investments’influence on the intra-state pattern of economic activity. Yet if external agglomeration economies are important determinants of growth, then investments may indirectly affect growth by fostering or discouraging agglomeration. This paper discusses the effect of state infrastructure investments on the distribution of employment within states and the implications of these spatial effects for aggregate state employment growth. Preliminary empirical results suggest that state infrastructure investments tend to redistribute growth from areas of dense employment to other parts of the state. This redistribution may diminish agglomeration benefits offered by cities, which has the potential to reduce state growth. The paper concludes with a discussion of implications of the work for research and policy.     

Accessibility,Diversity, Environmental Quality and the Dynamics of Intra‐Urban Population and Employment Location

This paper investigates intra‐urban population and employment shifts over 1980–2000, using the Cincinnati Metropolitan Area as a case study. Population and employment are disaggregated by ethnicity (White, Black, Others) and industry (10 sectors) to better capture different location behaviors. Inter‐industry relationships are considered when constructing accessibility variables. Additional diversity, locational and socio‐economic variables are included. A location‐specific index of air quality is also considered, as a proxy for environmental quality. A structural equation model is specified to account for the dynamic interactions between populations, activities, and air quality. The results reveal strong interactions between ethnic groups, confirm the existence of agglomeration effects, and suggest that diversity has positive effects on both firms and households in both periods (1980–1990 and 1990–2000). For firms, better access to their potential customers and employees is more important than better access to their input–output sectors. Better air quality attracts population, which in turn worsens it. The results reveal changing dynamics, from 1980–1990 to 1990–2000, for different population and activity groups, and suggest that overall, firm location behaviors are more stable than household behaviors.     

How does industrial agglomeration affect regional innovation? A spatial econometric analysis

This study empirically investigates the direct and indirect (spillover) effects of three types of industrial agglomeration with different cognitive distances, namely, industrial specialization, industrial related variety, and industrial unrelated variety, on regional innovation. Accordingly, we applied the concepts of related and unrelated variety and used spatial econometric analysis. Based on panel data of 283 Chinese cities from 2004 to 2016, the empirical results reveal that both industrial specialization and industrial related variety significantly improve regional innovation and produce positive spatial spillover effects on the surrounding regions. However, industrial unrelated variety has a significant negative impact on regional innovation and produces a negative spatial spillover effect on the surrounding regions. Moreover, the direct and indirect effects of the three types of industrial agglomeration on regional innovation between China's coastal and inland cities. The findings have important theoretical and policy implications.     

Technological Change and Environmental Policy: The Diffusion of Environmental Technology

As concern for environmental protection is growing within all sectors of society, industrial firms are being forced to become more accountable for their actions. Government policies, in the form of environmental standards, have been designed to reduce the level of toxic pollutants being discharged by firms. In order to comply with these standards, firms must either change the nature of their production processes or employ technologies that reduce the level of effluent being discharged. This paper investigates the role of environmental policy in driving firms to adopt pollution control technologies. The policy addressed is the Province of Ontario's Municipal Industrial Strategy for Abatement (MISA) which seeks to compel firms to reduce discharges of industrial effluent through the application of the “Best Available Technology Economically Achievable.” The impact of this policy instrument on the adoption of pollution control technology in the Ontario organic chemical industry is examined. The analysis is based on interviews with firms in the chemical industry which reveal that environmental policy has played a central role in inducing firms to adopt pollution control technologies. The paper draws on literature about technology diffusion, especially the relationship between suppliers and users of technology, and examines the process through which environmental technology is transferred to regulated firms. The relationship between the suppliers and users of technology is strong, especially between the large multinational users and smaller independent domestic technology suppliers.     

Mapping Regional and Sectoral Characteristics of Knowledge‐Intensive Business Services: Evidence from the Province of Quebec (Canada)

ABSTRACT The study presents original evidence on the characteristic features and innovation activities of knowledge‐intensive business services (KIBS). Based on a wide‐scale survey of 1,124 KIBS firms in Quebec (Canada), we explore empirically the extent to which KIBS from various sectors and regions differ in their characteristics and their uses of innovation practices. The results from the sectoral analysis reveal that KIBS display different characteristic features and innovation behaviours across sectors, thus suggesting that inter‐sectoral differences are important when explaining innovation activities in KIBS. The comparison between KIBS in large, medium, central, and resource regions shows that the characteristic features and the innovativeness of KIBS are rather similar, and little or no significant statistical differences were found between the different regions in the province of Quebec. Thus, overall, the results of our study seem to suggest that a location does not tend to make a difference in respect to characteristic features and innovation performance of KIBS.     

Agglomeration and firm performance in times of economic turmoil: Evidence from Tunisian firm-level data

The paper analyzes the relationship between agglomeration economies (urbanization, specialization, and diversity) and firm-level performance during a period of deep economic downturn (2011–2018). We use data from the National Survey of Economic Activities for eight Tunisian manufacturing industries to explore which agglomeration externalities matter most for firm performance after the revolution. The analysis considers, in addition, the role played by selected firm-specific characteristics. The empirical results, based on a multilevel analysis approach, sanction the importance of firm-specific determinants of productivity and exporting. They also indicate that only specialization externalities have a positive and significant effect on firms' performance. The replicate results during a period of economic stability (1998–2004) show, however, that specialization and urbanization economies are both relevant predictors of firms' productivity and that more productive firms, in particular the smaller ones, are better able to benefit from agglomeration. This finding has not been confirmed for the post-revolutionary period.     

兰州-白银经济区高新技术产业集聚与区域经济增长关系的实证分析

以兰州-白银经济区的高新技术产业为研究对象,依据2000—2011年的时间序列数据,采用区位熵指数对高新技术产业的集聚水平进行测度,并在此基础上,对高新技术产业的集聚与经济增长的关系进行协整及格兰杰因果检验,进而构造VAR模型并得到脉冲响应函数。实证结果表明：兰白经济区的高新技术产业已经形成了集聚且集聚度呈稳定增长的趋势,同时,高新技术产业的集聚与经济增长之间存在长期的均衡关系。最后分析得出兰白经济区的高新技术产业集聚是一种政府主导型的集聚模式,并提出了相应的政策建议。     

Big or Small Cities? On city size and economic growth

Policy makers and academics frequently emphasize a positive link between city size and economic growth. The empirical literature on the relationship, however, is scarce and uses rough indicators for the size of a country's cities, while ignoring factors that are increasingly considered to shape this relationship. In this paper, we employ a panel of 113 countries between 1980 and 2010 to explore whether 1) there are certain city sizes that are growth enhancing and 2) how additional factors highlighted in the literature impact the city size/growth relationship. The results suggest a nonlinear relationship which is dependent on the country's size. In contrast to the prevailing view that large cities are growth‐inducing, for a majority of countries relatively small cities of up to 3 million inhabitants are more conducive to economic growth. A large share of the urban population in cities of more than 10 million inhabitants is only growth promoting in countries with an urban population of 28.5 million and more. In addition, the relationship is highly context‐dependent: a high share of industries that benefit from agglomeration economies, a well‐developed urban infrastructure, and an adequate level of governance effectiveness allow countries to take advantage of agglomeration benefits from larger cities.     

Import–export nexus and China's emerging trade in environmental goods

International trade in environmental goods (EG) provides a market-based solution to balance the development–environment relationship. How can developing economies gain new growth opportunities through trade liberalisation in the EGs? This study investigates the structural features of products and firms during the early development of China's EG trade. This study defines the import–export nexus as the product relatedness between imports and exports at the firm level, which may promote the technology spill overs and firm cooperation. This study combines two nationwide data sets and constructs a data panel covering 334 prefectures and 248 EGs during 2001–2012. The conditional logit model with fixed effects is used for coefficient estimation. Empirical results reveal that the import–export nexus promotes new EGs in domestic sectors and export baskets, primarily supported by domestic private firms. The import–export nexus allows state-owned firms, which only represent a small market share, to enrich export baskets. It also helps foreign firms to develop new EGs in domestic sectors. These findings suggest revisiting the role of state-owned firms in industrial policy and developing a broad list of EGs to make use of the product relatedness. These will make developing economies like China gain new growth opportunities from the EG trade.