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The purpose of this paper is to test the assertion that the relationship between corporation performance and organizational complexity follows an inverted U-shape curve, and a corporation gains the best performance when its organizational complexity fits its environmental complexity.

This research did not directly measure environmental complexity to verify the relationship between corporation performance and complex environment, but measured organizational complexity to subtly display the effect of the organizational complexity on the corporation performance while controlled the environmental complexity. To do so, a set of corporations that shared the similar environment was selected, and then these corporations’ performance and organizational complexity were calculated, the related hypotheses were tested empirically.

The paper proved the inverted U-shape relationship between organizational complexity and corporation performance, and also found that different corporation chooses different complex adaptive way, so the inverted U-shape relationship displays hierarchy.

Future research should search out to calculate corporation’s environment complexity the fitness of organizational complexity for testing hypotheses.

The regularity of relationship between organizational complexity and corporation performance is helpful for managers to understand that a way to improve a corporation’s performance is to enhance the fitness of organizational complexity and environmental complexity.

Organizational complexity may be competitive advantage, but excessive growth of it will be harmful.

Usually organizational complexity is thought of as a negative factor to corporation performance and tends to be constrained, but this research explored the role of organizational complexity to corporation performance and the findings helps managers to understand when to enhance organizational complexity and when to weaken it. The methodology of calculating the fitness of organizational complexity and environmental complexity by fixing environment is a contribution to complexity theory research.

The purpose of this paper is to examine the effect of inventory leanness on productivity. In particular, the authors explore the moderating role of environmental complexity and the mediating role of risk taking.

In the mediated moderation analysis of the relationship among inventory leanness, risk taking, environmental complexity and productivity, the authors adopt the instrumental variable method to test the hypotheses based on data collected from 1,709 Chinese listed manufacturing firms.

The results show that there is an inverted U-shaped relationship between inventory leanness and productivity. The authors then demonstrate the role of risk taking in mediating this relationship. Furthermore, the authors find that environmental complexity not only negatively moderates the relationship between inventory leanness and productivity, but also negatively moderates the relationship between risk taking and productivity.

Managers should not be excessively pursuing inventory leanness improvements, so as not to damage the ability to increase productivity.

This paper may be the first study to empirically demonstrate the moderating effect of environmental complexity and the mediating effect of risk taking on the inverted U-shaped relationship between inventory leanness and productivity.

An area that so far has been neglected within organizational theory research is the examination of the relationship of characteristics of the environment, formalized planning, and organizational structure, along with their resultant effects on firm performance. This paper examines these relationships based on three environmental dimensions, four design dimensions, and two dimensions of formalized planning used by decision makers within an organization. The results of an empirical investigation suggest that environmental characteristics and organizational design do have an impact on both performance efficiency and performance effectiveness. In addition, interactions of environmental characteristics and organizational design on performance effectiveness were significant.

There is a growing interest in applying the principles of biophilic design to hotel lobbies to enhance positive user experiences. However, there is little empirical research in this area, particularly for abstract or indirect biophilic approaches. The current study analyzed the biophilic strategy of “organized complexity” (which entails structured hierarchical patterns) in a hotel lobby in relation to attention restoration outcomes.

A virtual reality approach was used to create three lobby designs, differing only in their degree of organized complexity. A between-subjects study was conducted with 91 participants, evaluating reactions to the lobby designs in terms of perceived attention restoration, perceived environmental complexity and environmental preferences.

A strong positive relationship was found between participants' perception of environmental complexity and feelings of restoration. However, no statistically significant correlation was found between restoration and the objective measures of organized complexity. This suggests that individual preferences or baseline responses may play a crucial role in the benefits associated with this aspect of biophilic design.

The findings suggest a novel possibility – that responses to organized complexity may not be universal but may instead depend on an individual’s background and personal preferences. While the study found that perceived complexity was associated with restoration, the objective features of the environment that incited these perceptions were different for different participants. This indicates that more research is needed into potentially relevant personal factors.

The purpose of this paper is to investigate the effect of a fashion store’s visual complexity on consumers’ behaviour. Considering environmental order and individuals’ sensation-seeking tendencies, the authors examine the effect of visually complex fashion stores on consumers in a more conclusive way to address the inconsistent effect found in the previous literature.

This study features a 3 (visual complexity level: low, medium, high) × 2 (environmental order condition: low, high) between subjects design, with individual sensation-seeking tendency included as a moderator. Using this design, an online survey was administered to 188 participants in South Korea.

The results indicate that there is a three-way interaction, where the interaction effect of visual complexity and environmental order is moderated by individuals’ sensation-seeking tendency. The effect of visual complexity on approach behaviours had an inverted U-shape in the low-order condition, while had a positive linear shape in the high-order condition, and the interaction effect was significant only for high-sensation seekers.

The findings assist practitioners in establishing strategies for visual merchandising and store design within fashion stores. It is suggested that retailers consider environmental order when organising a large amount of varied merchandise in a complex environment. Store managers must adjust the complexity and environmental order to meet the optimal stimulation level of their target consumers.

This study strengthens the literature on visual complexity by applying the concept to the retail environment. The results provide a significant contribution to the literature because they show how individual-level and store-level variables interact to influence consumer behaviour.

The purpose of this paper is to empirically investigate the impact of complexity on the triple bottom line by applying information-processing theory. Specifically, the paper assesses the impact of internal manufacturing complexity on environmental, social, and financial performance. Furthermore, the paper assesses the moderating role of connectivity and shared schema in reducing the potential negative impact of complexity on performance.

Multi-country survey data collected through the Global Manufacturing Research Group were utilized to test the hypotheses. The authors used structural equation modeling to test the measurement and initial structural model. Furthermore, to test the proposed moderating hypotheses, the authors applied the latent moderated structural equations approach.

The results indicate that while complexity has a negative impact on environmental and social performance, it does not significantly affect financial performance. Furthermore, this negative impact can be reduced, to some extent, through connectivity; however, shared schema does not significantly impact on the complexity-performance relationship.

This study presents a comprehensive analysis of the impact of complexity on sustainability. Furthermore, it provides managerial applications as it proposes specific tools to deal with the potential negative influences of complexity.

The adoption of Information and Communication Technology (ICT) in small and medium enterprises (SMEs) has some peculiarities that may depend on the combined effect of size and the competitive environment. The purpose of this paper is to use a contingency approach to explore how SMEs develop organizational capabilities through ICT investments in response to environmental conditions.

A survey on 284 SMEs in Italy was conducted and data were analyzed with regression models for testing seven hypotheses on the environmental influence on the development of ICT-based capabilities and the role played by firm size.

The results show that the environment influences the development of such capabilities in a different way, depending on size. Within munificent environments, ICT-based capabilities are more diffused among larger SMEs, whereas under environmental complexity, this pattern is inverted, with larger SMEs exhibiting a more limited deployment of ICT in support of both their internally and externally oriented processes. Under environmental dynamism medium-sized firms tend to develop more internally oriented ICT capabilities, but fail in reporting superior capabilities for managing external relationships.

This paper contributes to understand the relationship between the environment and ICT investments in SMEs. Since the combined effect of size and the competitive environment may influence considerably the ICT investments in SMEs, this study investigates the organizational responses with respect to how SMEs use ICT to address their external environment. This focus provides a contribution to understand the challenges that SMEs are facing in the current technological and market environment, where changes in the ICT paradigm raise the level of complexity and dynamism and bring changes in competition levels that leave few resources for growth to SMEs.

Blockchain is a distributed ledger technology that uses cryptography to ensure transmission and access security, which provides solutions to numerous challenges to complex supply networks. The purpose of this paper is to empirically test the impact of blockchain implementation on shareholder value varying from internal and external complexity from the complex adaptive systems (CASs) perspective. It further explores how business diversification, supply chain (SC) concentration and environmental complexity affect the relationship between blockchain implementation and shareholder value.

Based on 138 blockchain implementation announcements of listed companies on the Chinese A-share stock market, the authors use event study methodology to evaluate the impact of blockchain implementation on shareholder value.

The results show that blockchain implementation has a positive impact on shareholder value, and this impact will be moderated by business diversification, SC concentration and environmental complexity. In addition, environmental complexity exerts a moderating effect on SC concentration. In the post hoc analysis, the authors further explore the impact of blockchain implementation on long-term operational performance.

This is the first research empirically examining the effect of blockchain implementation on shareholder value varying from internal and external complexity from the CASs perspective. This paper provides evidence of the different effects of blockchain implementation on short- and long-term performance. It adds to the interdisciplinary research of information systems (IS) and operations management (OM).

The economic theory of the firm apparently concurs with Niklas Luhmann’s theory of social systems with regard to the primary function of the firm to be complexity reduction, i.e. the alleviation of the cognitive burden on agents whose cognitive capacities are limited. At the same time, however, the theory of the firm ignores the attendant issues of societal sustainability emphasised by Luhmann. The paper aims to fill this gap.

Taking a theoretical approach, the paper builds on the conceptual construct of “the complexity-sustainability trade-off”, which combines two contrasting aspects of the relationship between a system and its environment, namely, the precariousness highlighted by Luhmann and the embeddedness highlighted by open systems theory. These themes are respectively reflected in the principles of complexity reduction and environmental dependence which constitute the trade-off.

Drawing inspiration from the classic Marshallian presentation of supply and demand in modern economics, the paper argues that the principles of complexity reduction and critical dependence translate into the demand for and supply of social systems. In the proposed systems-theoretic interpretation of the theory of the firm, demand and supply refer to the imperatives of achieving coordination and securing cooperation within the firm, respectively. Thus, in the theory of the firm, the complexity-sustainability trade-off manifests itself as a trade-off between coordination and cooperation.

The implicit focus of the theory of the firm on complexity reduction disregards the nature, importance and fragility of cooperation in real-world firms. In so doing, it impedes the authors’ understanding of unconventional types of business organisation, such as cooperatives. These defects can be corrected by reorienting the theory of the firm according to the proposed systems-theoretic approach, which holds that firms should not be governed or studied in isolation from their environment, as they too often are – and, accordingly, that apparently anomalous forms of organisation should be taken seriously, as they too often are not.

Megaproject's construction is essential for the development and economic growth of any country, especially in the developing world. In Kuwait, megaprojects are facing many restrictions that discourage their execution causing a significant delay in bidding, design, construction and operation phases with the execution quality being affected. The objective of this study is to develop a complexity measurement model using analytic hierarchy process (AHP) for megaprojects in Kuwait, with a focus on the New Kuwait University multi-billion campus Shadadiyah (College of Social Science, Sharia and Law (CSSL)) as a case study.

The study applies a hybrid fuzzy analytic hierarchy process (FAHP) method to compare the results with those obtained using the conventional AHP method. This can facilitate the project management activities during the different stages of construction. Data were collected based on the results of a two-round Delphi questionnaire completed by seniors and experts of the selected project.

It was found that project modeling methodology was responsible for complexity. It was grouped under several categories that include technological, goal, organizational, environmental and cultural complexities. The study compares complexity degrees assessed by AHP and FAHP methods. “Technological Complexity” scores highest in both methods, with FAHP reaching 7.46. “Goal Complexity” follows closely behind, with FAHP. “Cultural Complexity” ranks third, differing between methods, while “Organizational” and “Environmental Complexity” consistently score lower, with FAHP values slightly higher. These results show varying complexity levels across dimensions. Assessing and understanding such complexities were essential toward the completion of such megaprojects.

The contribution of this study is on providing the empirical evidential knowledge for the priority over construction complexities in a developing country (Kuwait) in the Middle East.