Firm Growth Under Sample Selection: Conditional <Emphasis>σ</Emphasis>-Convergence in Firm Size?

This paper tests the second, widely neglected implication of Gibrat’s law stating that the variance of firm size distribution increases over time. In contrast, learning models imply conditional σ-convergence in firm size. A unique data set of Austrian firms especially suited to account for sample selection effects is used to analyze the growth/size nexus of firms. The estimation results suggest that the predicted variance in firm size decreases only for firms of age 30 or below. For older age cohorts the hypothesis of a constant variance either cannot be rejected or increasing variances are found.     

大型研发企业的研发投入分析——基于全球前2000家企业研发投入数据

利用2006年全球研发投入居前2000位的企业数据,考察了这些企业研发投入的一些基本特征,如产业分布、国家分布,以及研发的集中度,并探讨了企业研发投入与企业规模之间的关系。研究结论是：研发具有产业异质性;研发在一些国家集中;企业研发的总量水平、研发比率、研发增长率与企业规模具有非线性关系．中型企业具有较高的研发投入量,而小型企业与大型企业具有较高有研发投入比,以及研发增长率。     

Firms' Growth,Size and Age: A Nonparametric Approach

This paper offers empirical evidence of firm failurerates as well as the mean of the distribution ofrealized growth rates, distinguishing between thesample of non-failing firms and the sample of allfirms, failing and non-failing. Attention is directedat identifying a set of characteristics, in particularthe size and age of firms, systematically related tothe patterns of firm growth and exit, using a panel ofSpanish manufacturing firms. The two maincontributions of the paper are the use ofnonparametric techniques and the analysis of issuesignored in other studies like theregression-to-the-mean bias and the measurement oflearning effects. We find evidence that failure ratesand the mean growth rate of successful firms declinewith size and age. When failing firms are integrated,there are no significant differences in the meangrowth rate across the age and size of firms.Regression-to-the-mean does not prove to be asubstantial factor behind the negative relationshipbetween size and growth of surviving firms.     

Identifying a distinctive competence: forecasting ability in the money fund industry

Testing the causal link between a firm‐specific competence and its antecedents or consequences has become a key objective for strategy research over the past decade. On one hand, case studies can identify a competence, but with their small sample size, their retrospective research design, and their tendency toward sampling on the dependent variable, they can not reliably test the causal connection between a competence and its antecedents or its consequences. On the other hand, variance decomposition studies demonstrate the existence of firm‐specific performance differentials but have not identified which particular competencies are responsible for them. The present paper avoids both of these problems by measuring a particular competence across a large sample of organizations over a long period of time, so that a test of statistical causality can be applied to the relationship of this competence to both its antecedents and its consequences. The particular competence studied is the ability of money market mutual funds to forecast changes in short‐term interest rates—a competence known from prior research to be both valuable and rare. In particular, we test the effect of forecasting ability on the economic surplus generated by the fund and its growth. Conversely, we also test the effect of growth on the subsequent development of forecasting ability. Copyright © 2000 John Wiley & Sons, Ltd.     

Gibrat's Law: Are the Services Different?

Several noted surveys on intra-industry dynamics have reached the conclusion from a large body of evidence that Gibrat's Law does not hold. However, almost all of these studies have been based on manufacturing or large scale services such as banking and insurance industries. There are compelling reasons to doubt whether these findings hold for small scale services such as the hospitality industries. In this paper we examine whether the basic tenet underlying Gibrat's Law– that growth rates are independent of firm size – can be rejected for the services as it has been for manufacturing. Based on a large sample of Dutch firms in the hospitality industries the evidence suggests that in most cases growth rates are independent of firm size. Validation of Gibrat's Law in some sub-sectors of the small scale services suggests that the dynamics of industrial organization for services may not simply mirror that for manufacturing. The present paper includes a survey of nearly 60 empirical studies on firm growth rates.     

The persistence of abnormal returns at industry and firm levels: Evidence from Spain

We apply structural equation models to longitudinal data on profits of firms within industries to study the persistence of abnormal returns. We obtain a two‐way variance decomposition for abnormal returns: at firm vs. industry levels, and at permanent vs. transitory components. This decomposition enables us to assess the relative importance of the fundamental components of abnormal returns discussed in the literature. The method is applied to a panel of 5,000 Spanish firms observed over the period 1995–2000. We conclude that: (a) there are significant and permanent differences between profit rates at both industry and firm levels; (b) variation of abnormal returns at firm level is greater than at industry level; and (c) firm and industry levels do not differ significantly regarding rates of convergence of abnormal returns. Copyright © 2007 John Wiley & Sons, Ltd.     

The R&D performance in Taiwan's electronics industry: a longitudinal examination

R&D investment has been widely regarded as an important input for firms, particularly for high‐tech firms, to achieve competitive advantage within their industry. Hence, a number of high‐tech firms are now investing substantial amounts into R&D. Since R&D efforts enable firms to raise the competitive advantage, one noticeable and interesting issue expected to know is the degree to which R&D investment influences firm output performance. In Taiwan, much greater emphasis is also being placed into R&D investment in the high‐tech industries; however, R&D output performance has never been seriously examined within this sector. Since the island's electronics industry is widely regarded as the most promising industry in the ‘high‐tech sector’, and is expected to place greatest emphasis on its R&D efforts, we take the electronics firms as our analytical sample. This paper therefore sets out to estimate the impact of R&D on firm performance, in terms of productivity growth and the rate of return on investment, within the electronics industry in Taiwan, whilst also examining the Schumpeterian hypothesis, that R&D performance is an increasing function of firm size. Our examination of R&D performance is based on a panel sample of 83 large electronics firms, completely balanced over the period from 1994 to 2000, with series data of R&D capital also being constructed. Based upon the extended Cobb‐Douglas production function, a random effects model is developed with the estimations revealing that the output elasticity of R&D is around 0.19 and the average rate of return on R&D is around 22%. These findings clearly demonstrate that investment in R&D by these electronics firms has had an impact on their competitive advantage. Compared to the findings of previous studies, where the analytical unit of data was at firm level, here the rate of return on R&D is consistent with similar estimates for the US and UK, but lower than those for Japan. However, our estimations do not provide support for the hypothesis that the impact of R&D on productivity is an increasing function of firm size.     

Does R&D offshoring lead to SME growth? Different governance modes and the mediating role of innovation

Research summary : In this article, we address the role of R&D offshoring strategies in the sales growth of small‐ and medium‐sized enterprises (SMEs). We propose that different governance modes of R&D offshoring—insourcing versus outsourcing—may lead to growth, but that they differ in their effects. In turn, we argue that innovation mediates the relation between international R&D sourcing strategies and sales growth. Based on a large database of SME manufacturing enterprises in Spain, we find that offshore outsourcing positively affects sales growth both directly and indirectly, while offshore insourcing only affects sales growth indirectly via innovation results. The analysis reveals different contributions of each governance mode to sales growth and the mediating role of innovation in the relation between R&D offshoring and firm growth. Managerial summary : We analyze how different governance modes of international R&D sourcing—offshore insourcing and outsourcing—may contribute to growth in SMEs. Modes of offshore R&D outsourcing positively affect the growth of sales in two ways. One effect is direct, produced by improved efficiency, flexibility, enhanced resources, and access to new markets. And the other effect is indirect as offshore R&D outsourcing favors the achievement of innovations, and this in turn, positively affects firm growth. For their part, captive modes only exert an indirect effect. Offshore R&D insourcing contributes to the achievement of innovations, and thus, ultimately to firm growth in so far as these innovations enable SMEs to increase sales. Therefore, innovation results perform a mediating role in the relation between R&D offshoring and sales growth. Copyright © 2015 John Wiley & Sons, Ltd.     

Teamwork and delegation of decisions within the firm

Teamwork effort is related to a number of firm and workers’ outcomes such as firm productivity, innovation or job satisfaction. Thus, it becomes important to understand the factors conducive to teamwork. In this paper, we analyze the relationship between teamwork and the firm organizational design, with a particular emphasis on the decentralization of decision rights. We develop a simple model allowing for different organizational structures, according to whether or not production and firm strategic decisions are delegated. We find that overall delegation of decision making is positively associated with teamwork. However, when we distinguish between delegation of firm strategic decisions and delegation of production decisions, we obtain that it is just the delegation of firm strategic decisions that induces teamwork. We test the model predictions on a unique dataset of Spanish small and medium size firms that contains information on worker self-reported importance of teamwork. The empirical analysis also corroborates previous findings in the literature regarding the positive relation between cooperation and pay incentives.     

The effect of CEO pay deviations on CEO withdrawal,firm size,and firm profits

We build upon previous work on the effects of deviations in CEO pay from labor markets to assess how overcompensation or undercompensation affects subsequent voluntary CEO withdrawal, firm size, and firm profitability, taking into account the moderating effect of firm ownership structure. We find that CEO underpayment is related to changes in firm size and CEO withdrawal, and that the relationship between CEO underpayment and CEO withdrawal is stronger in owner‐controlled firms. We also show that when CEOs are overpaid, there is higher firm profitability; a relationship that is weaker among manager‐controlled firms. We then discuss the implications that these findings have for future research. Copyright © 2010 John Wiley & Sons, Ltd.     

Determinants of firm performance: The relative importance of economic and organizational factors

We decompose the inter-firm variance in profit rates into economic and organizational components. Using a representative model from each paradigm we find that both sets of factors are significant determinants of firm performance. Further findings are that the two effects are roughly independent and that organizational factors explain about twice as much variance in profit rates as economic factors.     

The effect of CEOs on firm performance

The extent to which CEOs influence firm performance is fundamental to scholarly understanding of how organizations work; yet, this linkage is poorly understood. Previous empirical efforts to examine the link between CEOs and firm performance using variance decomposition, while provocative, nevertheless suffer from methodological problems that systematically understate the relative impact of CEOs on firm performance compared to industry and firm effects. This study addresses these methodological problems and reexamines the percentage of the variance in firm performance explained by heterogeneity in CEOs. The results of this study suggest that in certain settings the ‘CEO effect’ on corporate‐parent performance is substantially more important than that of industry and firm effects, but only moderately more important than industry and firm effects on business‐segment performance. Copyright © 2008 John Wiley & Sons, Ltd.     

Disentangling the performance effects of efficiency and bargaining power in horizontal growth strategies: An empirical investigation in the global retail industry

Mergers and acquisitions (M&A) and organic growth are two common strategies to achieve horizontal growth. In this study, we disentangle two distinct sources of firm performance corresponding to different theoretical perspectives on firm size: firms' bargaining power with respect to suppliers and customers, and operating efficiency arising from scale economies. We conceptually argue and empirically show that relatively, M&A enhance bargaining power in the short term while organic growth enhances operating efficiency over the long term. In order to disaggregate these effects, we use accounting rather than financial or managerial data and test our predictions in the global retail industry over a 20‐year period. We examine implications of these results for sustainability of size‐based competitive advantages. Copyright © 2014 John Wiley & Sons, Ltd.     

规模、研发支出与企业价值

理论分析表明,规模、研发支出与企业价值相关;规模会影响研发支出与企业价值的关系。基于中国上市公司样本的实证研究发现,研发支出与企业价值显著正相关,规模与企业价值之间存在先下降后上升然后再下降的水平的S形关系。研发支出的作用会受到企业规模的影响。研发支出与企业价值之间显著的正相关关系仅存在于小企业中,在大企业里,研发支出与企业价值负相关,但统计上不显著。稳健性检验表明,这些结论不受样本选择的影响。     

Who's acquiring whom? — Experimental evidence of firm size effect on B2B mergers and marketing/sales tasks

A recent study has revealed a marked growth in global mergers and acquisitions between firms from developed and developing countries. Unlike previous merger waves, however, companies in emerging markets are playing an increasingly important role. This highlights the need for greater scrutiny of more, and diverse, aspects of mergers. In particular, the size difference between firms involved in mergers and its impact on merger outcomes are of interest. This paper examines whether the involvement of differing numbers of employees (either from the acquiring firm or from the acquired firm) may influence merger success. Drawing on previous work in understanding organizational culture and merger dynamics, we conduct a laboratory experiment that not only confirms the presence of learning and conflict in organizational cultures in mergers but also presents new findings in relation to the relative size of the firms involved.     

Strategic decision speed and firm performance

This 4‐year study examines the effect of strategic decision speed upon subsequent firm performance and identifies environmental and organizational characteristics that relate to decision speed. We draw upon strategic decision‐making theory and organization theory to propose that strategic decision speed mediates the relation between environmental and organizational characteristics and performance. Measures of business environment, organization structure, strategic decision speed, and firm performance (growth and profitability) were collected from 318 CEOs from 1996 to 2000. Structural equation modeling confirmed that fast strategic decision‐making predicts subsequent firm growth and profit and mediates the relation of dynamism, munificence, centralization, and formalization with firm performance. Copyright © 2003 John Wiley & Sons, Ltd.     

SURVIVAL AND GROWTH IN RETAIL AND SERVICE INDUSTRIES: EVIDENCE FROM FRANCHISED CHAINS*

Using data on franchised chains, which are the type of single‐product entities emphasized in industry dynamics models, we show that age and size affect growth and survival even after controlling for chain characteristics and unobserved chain‐specific efficiency. This implies that age and size affect firm growth and survival for reasons other than those emphasized in learning‐type models. We also find that several chain characteristics affect growth and survival directly, and thus controlling for firm characteristics is important. Finally, we find that chain size increases rather than decreases exit among young chains, and chains converge in size over time.     

Strategy,structure and performance of major U. S. Oil companles: Evidence from line of business data

In this paper we assess the influence of size, market share, and vertical integration on upstream (oil and gas production) and downstream (refining and marketing) profit rates for twenty-five large petroleum companies. We use pooled time series and cross section line of business data collected by the Financial Reporting Service of the Energy Information Administration. We employ a fixed effects model which allows for firm specific characteristics and a proxy variable to control for firm efficiency. We find that firm structure has differential impacts on performance between upstream and downstream lines of business and that lending firms are differentially impacted by structural variables, compared to other firms in the industry. Firm specific factors are also found to be significant determinants of profit raten.     

Real Estate and Economies of Scale: The Case of REITs

Building on past research in the economies-of-scale debate, we test for scale economies in real estate investment trusts (REITs) by examining growth prospects, revenue and expense measures, profitability ratios, systematic risk and capital costs. Overall, we find that large REITs are increasing growth prospects while succeeding at lowering costs, leading to a direct relationship between firm profitability and firm size. Additionally, we find an inverse relationship between equity betas and firm size, and for all cost of capital measures we find significant scale economies. Further evidence from the stochastic frontier analysis suggests efficiency opportunities appear possible through continued growth and consolidation in REITs.