Capacity utilization in emerging economy firms: Some new insights related to the role of infrastructure and institutions
Introduction
Optimal utilization of production capacity is essential for firms’ competitiveness and profitability, although in some cases, such as credible entry deterrence, excess capacity might be kept (Dixit, 1979). Besides its effects on firms’ economic performance, capacity utilization has wider implications for economic growth and economy wide resource allocations.
Researchers have undertaken both theoretical and empirical studies of firms’ capacity utilization, with one constraint empirical studies face deals with the measurement of capacity utilization. The extant literature has mainly focused on two aspects in trying to explain capacity utilization – technical aspects on the one hand (dealing with malleability issues or inputs in achieving optimal capacity utilization) and non-technical aspects on the other hand (internal inefficiencies (X-inefficiency) or competitive pressures).
A key argument in this paper is that there is another important and previously overlooked influence on firms’ capacity utilization by highlighting the role of institutions (or low institutional quality). In doing so, we consider two aspects – weak institutions that are internal to the industry that the firms operate in and weak institutions that are external to the industry or are overreaching across different industries (e.g., governmental institutions). As a complement to X-inefficiency plaguing firms (see Leibenstein, 1966), we term our considerations Z-inefficiencies.
While institutions are multidimensional (Knack and Keefer, 1995), we denote internal institutional weakness by the threat firms face from informal sector competitors, and external institutional quality weakness by the presence of corruption. Presence of informal competitors, who do not pay taxes/licensing fees and do not adhere to regulations, are signs of weaknesses that industry associations are unable to control (e.g., taxi associations unable to control the plying of unauthorized taxis), and corruption undermines the judiciary and enforcement bodies while also enabling the handing out of government favors out of turn. In the context of the potential impact on capacity utilization, institutional weakness undermines potential payoffs and thus would reduce incentives to operate at optimal capacity. In other words, the presence of informal competitors and corruption amounts to adding uncertainty about potential payoffs that reduce capacity utilization.1 This consideration of non-technical bearings on capacity utilization has largely been overlooked and we use firm-level data across thousands of firms in scores of nations to test these predictions. In addition to this, we are also able to consider some technical aspects by the way of infrastructure limitations dealing with water, electric supply and transportation. This is an additional contribution of this work.
Key questions addressed are the following:
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Do weak institutions diminish firms’ incentives to utilize production capacity optimally?
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Are the effects of internal institutional weakness on capacity utilization similar to those of external institutional weakness?
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How do different infrastructure limitations inhibit firms’ abilities to utilize capacity?
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What new insights does Z-inefficiency bring over X-inefficiency?
Our results, using firm-level data across more than 100 nations, show that both the presence of corruption and informal competition undermine firms' incentives to use capacity maximally, while some, but not all, infrastructure constraints have a similar debilitating effect. Further, firms' attributes, including size, age, ownership structure, and managerial experience have important bearings. Implications for policy formulation are discussed.
The layout of the rest of the paper includes the literature and the model in the next section, followed by data and estimation, results, robustness analysis, and conclusions.
Section snippets
Literature
The literature on the drivers of capacity utilization is both theoretical and empirical, although economists seem to have “resolved” the main questions on the topic as most significant studies appear to be more than a decade old. Theoretical studies on capacity utilization are due to Kim (1999) and Winston (1974).
Capacity underutilization has technical inefficiency aspects on the one hand (i.e., technology bottlenecks such as lack of substitutability between inputs (Goel, 1990) or
Data
Details about the data, including variable definitions, summary statistics and data sources are in Table 1. Table 2 provides pairwise correlations between key variables in the analysis. The list of countries in the sample along with the year of the underlying sample is in the Appendix A.
The main source of the underlying data is the Enterprise Surveys dataset from the World Bank (www.enterprisesurveys.org). These data are a compilation of surveys of business owners and top managers of over
Baseline models
The baseline results are reported in Table 3. Models 3.1 and 3.2 exclude the corruption and informal market institutional variables and are reported as a starting point for comparison purposes. The key institutional variables of interest are then added to the model separately (Models 3.3–3.6) and finally both together (Models 3.7 and 3.8). All models include the year of survey time dummies (since not all countries were surveyed in the same year). Further, there are two sets of models – with and
Robustness analysis: the role of strategic influences
In this section we augment the baseline models by considering the role that various strategic influences may exert on capacity utilization. In this regard, we consider four different strategic actions by firms: (a) the percentage of the firm’s sales that were direct exports in the last fiscal year, [Exports]; (b) whether the firm introduced a new or improved process innovation in last three years, [proc_innov]; (c) top manager’s years of experience working in the sector, [mang_exp]; and (d) if
Conclusions
Despite its obvious importance for firms’ profitability and competitiveness, the literature has generally considered the role of the market and technical factors in dictating capacity utilization. Even then, the literature seems to have put this issue to bed, with most significant studies in the area decades old.
Employing firm-level data across many nations, this paper adds to the literature on the drivers of capacity utilization at the firm level by considering the influences of institutions
Declaration of Competing Interest
The authors state that they have no conflict of interest in performing this research.
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