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Although it is acknowledged that entrepreneurial networks play a crucial role in fostering business model innovation (BMI) for start-ups, it is unclear how and when these networks affect BMI. This research developed a moderated mediation model to explore the impact of entrepreneurial networks on BMI in start-ups and examined the dual mediating effects of causation and effectuation, as well as the moderation of environmental dynamism.

The proposed framework was tested by hierarchical regression analyses and bootstrapping using samples of 248 start-ups in China.

The results showed that entrepreneurial networks significantly positively impacted start-up BMI. Causation and effectuation played dual mediating roles between entrepreneurial networks and BMI. Furthermore, the entrepreneurial networks-effectuation-BMI association was more substantial in highly dynamic environments, whereas the entrepreneurial networks-causation-BMI relationship was unaffected.

There are several theoretical contributions resulting from this research. The findings offer new insights for understanding the antecedents of start-up BMI from the network perspective. This research adds to the growing literature on resource orchestration (RO) by exploring the dual mediating influences of causation and effectuation in resource management. This investigation revealed the boundary condition between entrepreneurial networks and BMI by testing the moderating influence of environmental dynamism.

Start-ups must effectively use external resources embedded within networks to advance BMI. Start-up entrepreneurs should apply causation and effectuation to transform entrepreneurial network resources into BMI. Start-up entrepreneurs must dynamically manage resources in response to ever-changing environmental conditions. Resource acquisition and management of entrepreneurial networks can vary significantly in their influence on start-up BMI under different environmental contexts.

Unlike previous BMI research focused on internal organizational factors, this study highlighted the critical importance of entrepreneurial networks as a prerequisite for achieving start-up BMI, contributing to the literature on open innovation and resource-based view. Examining the dual mediating roles of causation and effectuation illustrated the bridging role of strategic decision-making logic in connecting resources to value creation, contributing to the developing RO literature. The moderating influence of environmental dynamism was explored, clarifying how start-up BMI benefits from entrepreneurial networks in differing situations. A framework for reconciling contradictory findings concerning the association between entrepreneurial networks and innovation is provided.

This study enriches the theory of effectuation by discussing the four independent dimensions of effectuation and their relationships with causation. Additionally, we fill the gap in prior literature by showing how entrepreneurial experience moderates the relationship between effectuation and innovativeness of the venture. Our study of 171 practising entrepreneurs regarding their entrepreneurial decision-making logic yielded multiple findings. The authors find that entrepreneurs rely on causation as well as effectuation in their decision-making; the more experienced entrepreneurs are, the more they actually use causation; and entrepreneurial experience moderates the relationship between effectuation and innovativeness of the venture firm.

Economy-wide crises create major challenges for small and medium enterprises (SMEs). Existing studies emphasize the crucial role of contrasting behavioral strategies, effectuation and causation in SMEs' adaptation to crisis conditions. Yet, prior literature concentrated predominantly on exploring the impact of effectuation and causation on firm performance rather than survival. The authors present and empirically test a theoretical model explaining how behavioral strategies affect SME survival during an economy-wide crisis under different levels of environmental dynamism.

The authors propose a theoretical framework based on the combination of the effectuation literature and the emerging variance-based perspective on entrepreneurial actions. The theoretical model is then tested using a sample of Russian SMEs during a period of economic adversity and recovery (2015–2019).

The empirical results reveal that causation reduces the probability of firm survival in dynamic environments, while effectuation increases the chance of survival irrespective of the state of the environment. In a nutshell, the study provides evidence that the effectuation logic serves a viable way for SMEs to increase the chances of survival through the economic shock and subsequent recovery period.

For the first time in the literature, the authors demonstrate the role of behavioral strategy (effectual and causal) as a crucial antecedent of SME survival in the short and medium term, particularly during an economy-wide downturn. Furthermore, the study demonstrates the power of variability-based theorizing for explaining and predicting the survival/failure implications of entrepreneurial actions.

Research on new internet venture growth is lacking. The purpose of this paper is to address the gap by developing and testing a theoretical model that links venturing principles (effectuation or causation) to new internet venture growth through resource bundling (pioneering or stabilizing).

The proposed theoretical model is developed upon the entrepreneurship literature and resource-based view. Empirical data are collected from entrepreneurs and top executives in China via a survey. The Baron and Kenny (1986) mediation model assessment procedure is used to analyze the data.

Both effectuation and causation are positively associated with new internet venture growth. Effectuation leads to pioneering resource bundling, which in turn contributes to new internet venture growth. Causation also contributes to new internet venture growth, but through stabilizing resource bundling.

This research helps link the theory of effectuation to resource-based theory by revealing resource bundling as the mediator between effectuation, causation, and new venture growth. Moreover, the authors provide empirical evidence of the importance of resource bundling with entrepreneurial strategic decision logics to the growth of new internet ventures in transitional economies.

Entrepreneurs and managers of new internet ventures should leverage both venturing principles to support growth. Internet ventures generally are creative and innovative in nature, hence favor effectuation. But it will be unwise to ignore causation, which also leads to growth.

This is an original empirical research guided by theories. It is a novel insight to identify the mediating effect of resource bundling. This study likely will inspire more scholarly research on the subject. It also lays a solid foundation for further inquiry such as complementarities between effectuation and causation.

The purpose of this paper is to investigate the implications of causation and effectuation behaviour of Ethiopian entrepreneurs on the eventual performance of their newly established small firms. It adds new knowledge and insights to advance the theory of effectuation by extending its scope into the domain of entrepreneurial behaviour and firm performance and by testing one of the operationalized scales in an African context.

This empirical research is conducted amongst Ethiopian tour operators (n=118) based on primary data from the field. The scales are based on Chandler et al. (2011), which are adapted to fit to the tourism sector and validated in an African context using a two-stage exploratory factor analysis (EFA). Hierarchical multiple regression is used to assess the ability of entrepreneurs’ behaviour (i.e. causation and effectuation) at the startup phase to predict the eventual performance of their newly established firms (self-reported changes in employment size, sales, profit and assets) over three years (January 2012-2015).

The findings reveal a varied effect of causation and effectuation on financial and non-financial measures. Causation is positively related to an increase in employment size, whereas the overall effect of effectuation is positively related to financial performance measures, although its dimensions vary in their effects on sales, profit and assets increase. The paper concludes that causation and effectuation have varied implications on firm performance. In other words, unlike the findings of other research in Western contexts, a strong empirical support is not found to claim that effectuation is superior to causation in outcomes such as firm performance in Ethiopian context.

While this paper provides a new data set for entrepreneurship literature, its findings may lack generalisability. Not only it is industry specific (tourism sector), but also it is conducted in a single African country (Ethiopia). Despite its limitations, the paper adds new knowledge and insights for empirical studies in entrepreneurship field on the effects of entrepreneurs’ behaviour, such as causation and effectuation; on firm performance. Future research should focus on other economic sectors and in different African countries before making generalisations about the effect of causation and effectuation behaviour of African entrepreneurs on firm performance.

The findings of this paper can be used in other hospitality and tourism sectors like hotels and souvenir shops since tour operating business includes a broad range of service activities such as sightseeing, accommodation, transportation, recreational activities and shopping. Besides, these results have practical implications to prepare and provide business and management training tools to enhance entrepreneurial and managerial skills of owners of small tourism firms in Ethiopia. The findings of the study can also be applied in other African countries with similar culture and business environments to promote tourism development and success in Africa.

There have been hardly any empirical studies that are undertaken on the implications of entrepreneurial behaviour such as causation and effectuation on the performance of small tourism firms, particularly in an African context. The paper addresses this research gap in entrepreneurship literature in drawing on empirical evidence from small tourism firms (tour operators) in Ethiopia.

This study aims to investigate the antecedents of the internationalisation strategy i.e., effectuation, causation and bricolage on the international performance of the firm.

In total, the study uses 138 peer-reviewed articles on effectuation, causation, effectual/causal decision-making logics and related issues such as the impact of antecedent factors of international strategy (i.e. effectuation, causation and bricolage) on the international performance of the firm.

Even though the theory of effectuation was formulated in 2001, to a large extent it has still not moved away from the realm of small entrepreneurial firms. The development of effectuation logic has accelerated in recent years, but the bulk of the research still focusses on small entrepreneurial firms rather than on the application of the theory in larger, non-entrepreneurial firms. Furthermore, effectuation theory would benefit from being developed into the realm of psychology and sociology.

This study offers a conceptual model on how effectuation, causation and bricolage influence internationalisation strategy, which, in turn, impacts the international performance of the firm. Furthermore, the study discusses the effectual logic for larger firms. The exponential growth of studies on effectuation during recent years, i.e. 2017 to the first quarter of 2020, shows that researchers have responded to calls by leading authors stating that effectuation theory is a field with great potential for further theoretical developments. This study presents a literature review of the critical issue of the engagement of internationalisation strategies with effectuation, causation, bricolage and the international performance of the firm compared to the earlier literature review for the period 2001–2016 by Matalamäki (2017) and Karami et al. (2019) on effectuation and internationalisation.

This paper aims to investigate the effect of decision-making, in terms of the effectuation and causation orientation of small business owners, on the growth of their small businesses in an uncertain environment: Burundi.

On the basis of primary data from a pre-study of 29 expert interviews, a questionnaire was developed and was filled in by 154 small business owners in Burundi’s capital, Bujumbura. Subsequently, correlation analyses, a factor analysis and regression analyses were performed to test the hypotheses.

While, on the one hand, the findings show that small business owners who perceive the environment as uncertain are more effectuation-oriented than causation-oriented; on the other hand, the findings show that effectuation and causation orientations do not influence later small business growth. Therefore, other determinants for small business growth in an uncertain environment should be further explored.

This paper fills the research gap of decision-making in relation to small business growth from the entrepreneurs who are among the billion people who live in absolute poverty. On the basis of Western studies, effectuation might be more present in contexts of dealing with many uncertainties of future phenomena, and that it is often positively correlated with firm growth. In contrast, this paper shows that neither an effectuation orientation nor a causation orientation significantly affects small business growth in a context that can be assumed as highly uncertain.

As two essential styles of firm decision-making, the relationships among effectuation logic, causation logic and firm performance are unclear. It is helpful to deepen the understanding of reasoning theory and the process of decision-making. The purpose of this paper is to explore the relationship between effectuation logic, causation logic and firm performance.

Based on 31 independent empirical studies (including 11,600 samples) published by predecessors, meta-analysis is used to systematically integrate the impact of two decision-making styles on firm performance and explore the potential factors affecting their relationship.

The results show a positive correlation between two decision-making styles and firm performance and the influence of effectuation decision-making style in firm performance is slightly stronger. However, the application environment is different: in the emerging market, the causation decision-making style is more effective for firm performance management. When the firm chooses the effectuation decision-making style, it is more effective for performance management in the emerging market. In addition, the industry type, firm performance evaluation tools, national development level and firm scale and firm age can significantly moderate the impact of two decision-making styles on firm performance.

Both decision-making logics are possible ways for firm to success. Still, the future needs to dig deeper into the black box that can unlock the decision-making styles to achieve firm performance or competitive advantage based on other factors of the decision-behavior-outcome business model, more longitudinal data and experiments.

To the best of the authors’ knowledge, this is the first study to explore the impact of decision-making styles (effectuation logic and causation logic) on firm performance using a meta-analysis.

Drawing on the upper echelons theory, this study focuses on how top management team (TMT) heterogeneity affects breakthrough innovations and examines how strategic decision-making logic (including causation and effectuation) moderates the relationship between TMT heterogeneity and breakthrough innovation.

By conducting an empirical test of 227 sample firms in China, the authors applied linear hierarchical regression analysis to test the hypotheses on the TMT heterogeneityinnovation relationship and the moderating roles of causation and effectuation.

The empirical tests show that TMT heterogeneity positively affects breakthrough innovation, and both causation and effectuation positively moderate the positive relationship between TMT heterogeneity and breakthrough innovation. In addition, effectuation has a stronger moderating effect on the positive correlation between TMT heterogeneity and breakthrough innovation than causation.

This study extends the upper echelons theory to explain how the characteristics of TMTs affect firm innovation. Specifically, the authors explore the TMT heterogeneity–breakthrough innovation relationship from the perspectives of information processing and core competence and reveal the boundary condition of strategic decision-making logic in the correlation between TMT heterogeneity and breakthrough innovation. In this vein, the authors contribute to the literature by untangling the internal mechanisms between TMT heterogeneity and breakthrough innovation and extending the discussion on effectuation theory from the entrepreneurship domain to the innovation field. Furthermore, the research findings can provide helpful implications for TMTs to manage breakthrough innovation effectively.