Using the eurostat-OECD definition of high-growth firms: a cautionary note

2015 ◽  
Vol 4 (1) ◽  
pp. 50-56 ◽  
Author(s):  
Sven-Olov Daunfeldt ◽  
Dan Johansson ◽  
Daniel Halvarsson
Keyword(s):  
Small Firms ◽  
High Growth ◽  
Growth Patterns ◽  
Firm Level ◽  
Data Set ◽  
Content Type ◽  
Level Data ◽  
Growth Firms ◽  
Definition Of ◽  
Practical Implications

Purpose – High-growth firms (HGFs) have attracted an increasing amount of attention from researchers and policymakers, and the Eurostat-Organisation for Economic Co-operation and Development (OECD) definition of HGFs has become increasingly popular. The paper aims to discuss this issue. Design/methodology/approach – The authors use a longitudinal firm-level data set to analyze the implications of using the Eurostat-OECD definition. Findings – The results indicate that this definition excluded almost 95 percent of surviving firms in Sweden, and about 40 percent of new private jobs during 2005-2008. Research limitations/implications – The proportion of small firms and their growth patterns differ across countries, and the authors therefore advise caution in using this definition in future studies. Practical implications – Policy based on the Eurostat-OECD definition of HGFs might be misleading or even counterproductive. Originality/value – No previous studies have analyzed the implications of using the Eurostat-OECD definition of HGFs.

scholarly journals TFP determinants in the manufacturing sector: the case of Ecuadorian firms

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Segundo Camino-Mogro
Keyword(s):  
Manufacturing Sector ◽  
Policy Recommendations ◽  
Firm Characteristics ◽  
Competition Intensity ◽  
Firm Level ◽  
Data Set ◽  
Content Type ◽  
Level Data ◽  
Technological Intensity ◽  
Practical Implications

Purpose Using a large firm-level data set, this paper examines total factor productivity (TFP) and its determinants in the Ecuadorian manufacturing sector in the period 2007–2018. Design/methodology/approach I analyze the role played by traditional TPF determinants, including internal firm characteristics, international trade activities, financial constraints and competition intensity. I contribute to the literature by presenting quantile regression results. Moreover, I analyze industry patterns, distinguishing between industries according to their technological intensity (following the organisation for economic co-operation and development classification). Findings My results confirm that firm age is positively related to TFP level but negatively related to TFP growth. I also find that being an exporter and an importer at the same time is associated with higher TFP levels and that this effect is higher than when being only an exporter or an importer. Additionally, l find that credit is positively related to TFP levels. Finally, I find that more competition is positively related to productivity in lower quantiles of output. Practical implications The results are the source of tools to propose policy recommendations, which are stated in the present document. Originality/value This paper aims to reopen the debate of firm productivity determinants in a developing country such as Ecuador. The authors use a set of covariates less analyzed in this issue.

The effect of industry association on firm innovation in Chinese private ventures

2019 ◽  
Vol 57 (9) ◽  
pp. 2414-2435
Author(s):  
Wenge Zhang ◽  
Jun Li ◽  
Yiyuan Mai
Keyword(s):  
Moderating Effects ◽  
Firm Level ◽  
Firm Innovation ◽  
Data Set ◽  
Industry Association ◽  
Content Type ◽  
Emerging Industries ◽  
Practical Implications ◽  
Firm Learning

Purpose The purpose of this paper is to examine the relationship between industry association membership and firm innovation in Chinese private ventures. A secondary objective is to investigate potential moderating effects of firm learning practices and founder characteristics on the above relationship, and to draw out implications for policymakers and practitioners. Design/methodology/approach The paper utilizes data from a sample of 567 Chinese entrepreneurial firms operating in 9 designated emerging industries. Hierarchical regression models were employed to analyze the effect of industry association membership on firm innovation, and the potential moderating effects. A 2SLS procedure was adopted to control for potential endogeneity issue. Supplemental analyses were conducted to ensure the robustness of the findings. Findings The paper provides empirical insights about how industry association membership, along with firm learning practice and founder leadership, affect firm innovation in Chinese private ventures in emerging industries. It suggests that industry association membership positively affects firm innovation. Further, there is a three-way interaction effect of industry association membership, learning practice and founder power on innovation. Research limitations/implications Due to the design of the data set, there are some limitations. First, the study only considered whether a firm belongs to an industry association, but not the nature of such membership (length, firm status in the association, etc.). Second, the cross-sectional design may limit the power of the study to make casual implications about the tested relationships. Practical implications The paper provides important practical implications for policymakers and entrepreneurs in China. In general, the results suggest that private ventures pursuing innovation in emerging industries can benefit from industry associations, and entrepreneurs shall actively engage in firm-level and personal-level learning. For policymakers, the study suggests that to foster innovation in an emerging industry, special attention shall be paid to building necessary institutional support to develop and to strengthen the role of industry association in the industry. Originality/value This paper fulfills an important gap in the literature in that it is one of the first, which investigates the role of the industry association in firm innovation, especially in a non-western context. This paper provides new insights into the role of industry association and firm innovation in an under-researched developing economy context.

Corporate tax planning and corporate tax disclosure

2019 ◽  
Vol 28 (2) ◽  
pp. 327-364
Author(s):  
Mahfoudh Hussein Mgammal
Keyword(s):  
Positive Impact ◽  
Positive Influence ◽  
Tax Planning ◽  
Corporate Tax ◽  
Effective Tax Rate ◽  
Firm Level ◽  
Data Set ◽  
Content Type ◽  
The Impact ◽  
Practical Implications

Purpose This paper aims to examine the impact of corporate tax planning (TP) on tax disclosure (TD). Using tax expenses data set, with the detailed effective tax rate (ETR) by reconciling individual items of income and expenses. Design/methodology/approach A firm-level panel data set is used to analyse 286 non-financial listed companies on Bursa Malaysia that spans the period 2010-2012. Multivariate statistical analyses were run on the sample data. The empirical understanding of TD depends on public sources of data in the financial statement, characterized in the aggregated note of tax expenses. Fitting with Malaysian environment, the authors measured TD using modified ETR reconciling items. Findings Results show that TP, exhibit a robust positive influence on TD. This suggests that TP is related to lower corporate TD. In addition, companies with high TP attempt to mitigate the disclosure problem by increasing various TD. The authors further find significant positive impact between each of firm size and industry dummy, on TD. This means that company-specific characteristics are significant factors affecting corporate TD. Research limitations/implications This study contributes to the literature on the effect of TP on TD. It depends on both the signalling theory and the Scholes–Wolfson framework, which are the main theories concerned with TP and TD. Therefore, from a theoretical side, the authors add to the current theories by verifying that users are the party influenced whether positively or negatively, by the extent of TD or the extent of TP activities through Malaysian organizations. Practical implications The evidence found in this paper has important policy and practical implications for the authorities, researchers, decision makers and company managers. The findings can provide them some relevant insights on the importance of TP actions from companies’ perspective and contribute to the discussion of who verifies and deduces from TD directed by companies. Originality/value This paper originality is regarded as the first attempt to examine the impact of TP on TD in a developing country such as Malaysia. Malaysian setting is an interesting one to examine because Malaysia could be similar to other countries in Southeast Asia. Results contribute significant insights to the discussion about TD regarding, which parties are responsible for the verification of TD by firms, and which parties benefit from this disclosure. Findings suggest that companies face a trade-off between tax benefits and TD when selecting the type of their TP.

Conversion potential: a metric for evaluating search engine advertising performance

2017 ◽  
Vol 11 (2) ◽  
pp. 142-159 ◽  
Author(s):  
Bernard J. Jansen ◽  
Theresa B. Clarke
Keyword(s):  
Search Engine ◽  
Retail Sector ◽  
Data Set ◽  
Content Type ◽  
Academic Literature ◽  
Working Definition ◽  
Search Engine Advertising ◽  
Practical Tool ◽  
Definition Of ◽  
Practical Implications

Purpose This research is based on the premise that current metrics for search engine advertising (SEA) are misleading and do not sufficiently allow managers to evaluate traffic and conversions simultaneously. This study aimed to conceptually develop and assess conversion potential (CvP) as a unifying construct for both measuring and evaluating the performance of SEA campaigns. Design/methodology/approach A data set of nearly seven million records covering almost three years of a multi-million-dollar keyword marketing campaign from a major US retailer was used to validate the construct of CvP. Findings Results empirically validate how CvP measures both campaign traffic and sales in SEA, using the optimization factor of ad rank, which is one of many possible factors. Research limitations/implications Although the data set is large and covers a lengthy period of time, it is limited to one company in the retail sector. Practical implications The research instantiates CvP as a metric for overall SEA account performance while demonstrating that it is a practical tool for future campaign planning. The metric simultaneously incorporates a sales ratio and a traffic ratio. Originality/value This is the first study to formalize and provide a working definition of CvP in the academic literature. The contribution is a theoretical and practical managerial framework to mutually evaluate, measure and make decisions about SEA efforts.

Regional capability emergence in an entrepreneurial ecosystem

2019 ◽  
Vol 8 (3) ◽  
pp. 359-383
Author(s):  
Kevin Walsh
Keyword(s):  
High Growth ◽  
Hub And Spoke ◽  
Content Type ◽  
Regional Resilience ◽  
Entrepreneurial Ecosystems ◽  
Internet Firms ◽  
Satellite Platform ◽  
Growth Firms ◽  
Institutional Capital ◽  
Practical Implications

Purpose Entrepreneurial ecosystems offer an approach to analyse the evolution and resilience of a region by placing the emphasis on the interactions that occur between entrepreneurs and the supporting regional resources. The purpose of this paper is to analyse the transformation of a region with high-growth firms to identify the coordinating structures that evolve in response to entrepreneurial recycling of resources. Design/methodology/approach This study uses network analysis to explore the scaling capability network of leaders in Dublin’s high-growth IT firms over a 15-year period. Findings After a gestation period of 10 years, leaders displayed prior experience from an initial entrant. Towards the end of the study period, numerous well-connected internet firms arose providing a structure resilient to exogenous and endogenous shocks. Research limitations/implications The findings suggest that the region’s structure changed from a satellite platform to a “hub and spoke” type district, and is showing signs of becoming a Marshallian type district, although the analysis is limited to regional knowledge capital through leadership mobility and does not consider the financial, social or institutional capital described in the entrepreneurial ecosystems literature. Practical implications Policy that aims to create regional resilience but minimise the scope of intervention needed can encourage the introduction of an anchor firm to a region and can complement this initiative with regional capability accumulation through labour policies that encourage resource recycling and minimise human capital leakage. Originality/value This contributes to an understanding of how entrepreneurial ecosystems evolve and the structure of the supporting resources that lead to increased regional resilience.

Controlling volatility but not growth: firms’ strategic orientations

2017 ◽  
Vol 33 (3) ◽  
pp. 5-7
Author(s):  
Safal Batra
Keyword(s):  
Market Orientation ◽  
Design Methodology ◽  
Small Firms ◽  
Technological Changes ◽  
Organizational Growth ◽  
Content Type ◽  
Strategic Orientations ◽  
Growth Firms ◽  
Growth Volatility ◽  
Practical Implications

Purpose While a lot is known about organizational growth, little is understood about how to manage volatility that comes along with growth. This paper, using existing research in this area and the empirical findings of a study by Moreno et al. (2014), offers crucial insights about managing volatility for firms trying to grow at the pace of technological changes. An attempt is made to highlight the differences of growth and volatility in a language that is easily comprehensible to practitioners. Design/methodology/approach The paper is based on existing literature in the area of growth and on author’s personal interactions with the founders of small firms. Findings In this paper, it is argued that firm’s strategic orientations can be used as a contingency of growth–volatility relationship. In other words, firms with a strong entrepreneurial and market orientation are positioned to benefit from the pursuit of growth while still keeping the issues of volatility in control. Practical implications By clearly elucidating the concept of volatility and growth, the paper helps practitioners in finding ways of benefiting from growth and controlling unnecessary volatility. Originality/value This paper is among the limited research attempts addressing the concept of volatility. The finding that growth and volatility are inter-linked but different can be used effectively by practitioners.

Firm size and the political cycle premium

2015 ◽  
Vol 41 (10) ◽  
pp. 1077-1095
Author(s):  
Chris B Malone ◽  
Hamish Anderson ◽  
Peng Cheng
Keyword(s):  
New Zealand ◽  
Small Firms ◽  
The Political ◽  
Firm Level ◽  
Content Type ◽  
Level Data ◽  
Political Cycle ◽  
Firm Level Data ◽  
The Usa ◽  
Political Term

Purpose – The purpose of this paper is to use firm-level data to examine whether the political cycle differentially relates to small vs large firms in New Zealand; a country that operates a unicameral political system has a short three-year political term and a right-of-centre stock market premium exists. Design/methodology/approach – Using firm-level data from 1972 to 2010, the authors examine monthly returns during right-of-centre National governments and left-of-centre Labour governments. The authors apply Santa Clara and Valkanov (2003) regression analysis approach to examine the political cycle impact on firm returns. Findings – Like in the USA, New Zealand’s political cycle premium is driven by small firms; however, the results are opposite. In New Zealand, periods governed by the right of the political spectrum produce significantly higher stock returns than those from the left and this finding is primarily driven by small firms who perform particularly poorly under left-of-centre governments. Research limitations/implications – Small firms were relatively heavily affected by the move to an open, deregulated economy; they were also less able to cope with tight monetary conditions, and periods of sharply falling inflation. New Zealand’s three-year political term may encourage newly formed governments to implement relatively fast moving shifts in policy where a more reasoned and steady approach would be warranted. Originality/value – This is the first paper to use firm-level data outside of the USA to examine the political cycle impact.

Doing good does not preclude doing well: corporate responsibility and financial performance

2018 ◽  
Vol 14 (4) ◽  
pp. 764-781 ◽  
Author(s):  
Jegoo Lee ◽  
Samuel B. Graves ◽  
Sandra Waddock
Keyword(s):  
Financial Performance ◽  
Corporate Responsibility ◽  
Design Methodology ◽  
Supply And Demand ◽  
Firm Level ◽  
Data Set ◽  
Content Type ◽  
Windows Of Opportunity ◽  
Business Cases ◽  
Practical Implications

Purpose This paper aims to propose and test a modified interpretation of long-standing issues on the corporate responsibility (CR)–corporate financial performance (CFP) relationship: companies involved in CR are in general no better and no worse in their level of financial performance than companies without such engagement because of the trade-off between benefit and cost at firm level and imbalance between supply and demand at industry (market) level. Design/methodology/approach The authors apply this frame to a data set with more than 12,000 observations over a 14-year period, using confidence intervals, as a useful and statistically valid approach for testing the null hypothesis. Findings The present study’s findings support neutrality between CR and CFP at the firm and industry levels, implying that a firm’s CR involvement neither penalizes nor improves its CFP. Research limitations/implications CR activities may provide windows of opportunity for companies but do not systematically improve financial performance. Practical implications “Doing good” is not a panacea for corporate achievement with respect to market-facing activities. For firms to succeed, instead, they need to create and implement their business cases and models by converting their involvement in CR activities into drivers for better outcomes because investments in CR practices do alone not guarantee improved financial performance. Originality/value The innovations in this study are twofold. Conceptually, this paper proposes a comprehensive approach for a neutral CR–CFP linkage. Empirically, it introduces a novel and appropriate method for testing neutrality. These will mark an important advance in the theoretical and empirical debates over CR and CFP.

Environmental standards, trade and innovation: evidence from a natural experiment

2017 ◽  
Vol 22 (4) ◽  
pp. 414-446
Author(s):  
Pavel Chakraborty
Keyword(s):  
Firm Size ◽  
Small Firms ◽  
Natural Experiment ◽  
Raw Materials ◽  
New Technology ◽  
Environmental Standards ◽  
Technical Regulation ◽  
Firm Level ◽  
Data Set ◽  
Level Data

AbstractExploiting a natural experiment involving the imposition of a technical regulation by Germany on Indian leather and textile industries in 1994, a firm-level data set is used to study the trade, adaptation and discontinuity effects and how they vary by firm size. It is found that: (a) regulation significantly increases the export revenues of a firm through use of new technology and high-quality imported raw materials – indicating a possible signalling effect; (b) this gain is concentrated only on the upper half of the firm size distribution, i.e., in the 3rd and 4th quartiles; (c) use of imported raw materials significantly explains low exit probabilities of a firm; and (d) there is evidence of a sorting effect – regulation significantly affecting the operation of small firms.

The impact of training on productivity: evidence from a panel of Italian firms

2014 ◽  
Vol 35 (8) ◽  
pp. 1140-1158 ◽  
Author(s):  
Emilio Colombo ◽  
Luca Stanca
Keyword(s):  
Unobserved Heterogeneity ◽  
Occupational Groups ◽  
Firm Level ◽  
Data Set ◽  
Content Type ◽  
Training Activity ◽  
Blue Collar Workers ◽  
Level Data ◽  
Effective Training ◽  
The Impact

Purpose – The purpose of this paper is to investigate the effects of training activity on labor productivity in a panel of Italian firms. Design/methodology/approach – The use of a large panel data of individual firms allows the author to properly account for the possible endogeneity of training activity and avoid aggregation biases typical in industry-level data. Findings – The paper finds that training has a positive and significant impact on productivity. While unobserved heterogeneity leads to overestimate the impact of training, failing to account for the endogeneity of training leads to underestimate its effects on productivity. Within occupational groups, training has large and significant effects for blue-collar workers, while the effects for executives and clerks are relatively small. Finally, using a measure of effective training intensity the paper finds that failing to account for training duration may lead to underestimate the effect of training on productivity. Originality/value – Our data set is unique in terms of size and coverage and overcomes several limitations of previous research using firm-level data. Moreover, besides estimating the overall effect of training on productivity, the paper allows to address some more specific questions. Does the effect of training depend on the type of worker being trained? What is the relevance of effective participation to training activity?

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