When Confidence Meets Control: How CEO Overconfidence Orchestrates Strategic Exploration And Breakthrough Innovation

INTRODUCTION

Firms operating in technologically dynamic and competitively volatile environments face unprecedented pressure to innovate while simultaneously managing uncertainty, strategic complexity, and resource constraints (Teece, 2007; Schilke, 2014). The pace of technological disruption continues to accelerate: global R&D expenditures surpassed USD 2.5 trillion in 2023, while digital technologies are projected to reshape more than 70% of existing business models by 2030 (World Economic Forum, 2023; OECD, 2023). At the same time, competitive advantage has become increasingly temporary and unstable. The average tenure of firms in the S&P 500 has declined dramatically over recent decades, reflecting intensifying technological disruption, shortened innovation cycles, and growing market volatility (Gratton & Scott, 2021). Under these conditions, firms can no longer rely solely on incremental innovation or operational efficiency to sustain long-term competitiveness. Instead, they must pursue exploratory strategies capable of generating breakthrough innovation and business model innovation (BMI) that fundamentally redefine value creation, delivery, and capture mechanisms (Ahuja & Lampert, 2001; Foss & Saebi, 2017; Teece, 2018).

Recent corporate trajectories illustrate both the transformative potential and strategic dangers associated with exploration-driven innovation. Firms such as Netflix and Adobe successfully transformed their business models into platform- and subscription-based ecosystems, fundamentally reshaping industry value capture logics. In contrast, organizations including Kodak and Nokia invested heavily in technological capabilities yet failed to adapt their governance structures and business models to changing competitive realities, ultimately experiencing rapid strategic decline. These contrasting outcomes demonstrate that exploration alone is insufficient; firms must also possess governance and managerial mechanisms capable of directing exploratory initiatives toward sustainable innovation outcomes (March, 1991).

Strategic leadership research highlights the central role of executive cognition in shaping organizational responses to uncertainty. Upper echelons theory argues that executives' cognitive characteristics influence strategic choices by shaping how opportunities, risks, and environmental signals are interpreted (Hambrick & Mason, 1984; Hambrick, 2007). Among these characteristics, CEO overconfidence has attracted substantial scholarly attention. Overconfident CEOs tend to overestimate their abilities and the probability of favorable outcomes, increasing their willingness to pursue risky, uncertain, and novel strategic initiatives (Malmendier & Tate, 2005; Hirshleifer et al., 2012). Empirical evidence suggests that such executives invest more aggressively in innovation activities, strategic experimentation, and long-term projects, often generating higher patent output and innovation intensity (Galasso & Simcoe, 2011). However, overconfidence also represents a potentially hazardous cognitive bias. The same optimism that stimulates bold strategic action may simultaneously encourage escalation of commitment, distorted risk assessment, and inefficient resource allocation (Malmendier & Tate, 2008; Chen et al., 2015). Accordingly, the strategic value of CEO overconfidence remains contingent rather than universally beneficial. Emerging evidence increasingly suggests that overconfidence produces favorable outcomes only when supported by governance structures capable of channeling executive risk-taking toward productive strategic exploration (Hillman & Dalziel, 2003; Finkelstein et al., 2009).

Simultaneously, research on organizational learning and exploration emphasizes the importance of search processes in enabling adaptation under uncertainty (March, 1991; Posen & Levinthal, 2012). Exploration involves experimentation with unfamiliar technologies, markets, and knowledge domains, thereby increasing the likelihood of breakthrough innovation (Katila & Ahuja, 2002). Nevertheless, empirical findings regarding exploration effectiveness remain inconsistent. One important explanation is that exploration is not a singular organizational action but rather a multi-stage process involving distinct strategic decisions concerning resource commitment, search breadth, and domain selection (Katila & Ahuja, 2002). These decisions are frequently distributed across hierarchical levels within the organization. Senior executives shape strategic direction and exploration intensity, whereas managerial actors identify search domains, evaluate opportunities, and coordinate implementation processes. Despite growing recognition of these distinctions, prior research has not sufficiently explained how leadership cognition, governance structures, and managerial capabilities jointly shape exploration processes and innovation outcomes across organizational levels.

Beyond executive decision-making, successful exploration also depends on managerial capabilities that enable organizations to sense opportunities, integrate knowledge, and reconfigure resources under changing environmental conditions (Teece, 2007; Eisenhardt & Martin, 2000). The dynamic managerial capabilities perspective highlights managerial social capital and advice-seeking behaviors as critical mechanisms supporting strategic adaptation and organizational flexibility (Adner & Helfat, 2003; Helfat & Martin, 2015). Managers engaging in external advice-seeking gain access to diverse perspectives, emerging knowledge, and novel information beyond established organizational routines, whereas internal advice-seeking facilitates cross-functional coordination and implementation by leveraging firm-specific expertise (Borgatti & Cross, 2003; McDonald & Westphal, 2003). Although existing studies acknowledge the importance of managerial advice networks, limited attention has been devoted to understanding how these capabilities shape exploration breadth and facilitate the conversion of exploratory initiatives into breakthrough innovation and BMI.

Taken together, these research streams indicate that innovation outcomes depend not merely on executive boldness or organizational search intensity, but on the alignment of decision-making processes across governance and managerial levels. However, existing literature has largely examined leadership cognition, corporate governance, organizational exploration, and managerial capabilities in isolation, resulting in fragmented explanations of innovation performance. This fragmentation is particularly problematic in highly dynamic environments, where uncertainty magnifies both the risks associated with poorly coordinated exploration and the strategic value of adaptive governance mechanisms.

To address this gap, the present study conceptualizes exploration as a multi-level governance process that spans executive cognition, board oversight, and managerial microfoundations. Specifically, we argue that CEO overconfidence influences firms' propensity to engage in strategic exploration, while board expertise and board power determine whether executive risk-taking is effectively directed toward high-impact innovation. At the managerial level, advice-seeking capabilities shape exploration breadth and implementation effectiveness by facilitating knowledge acquisition, coordination, and organizational flexibility.

When aligned, these governance and managerial mechanisms enable firms to convert exploratory initiatives into breakthrough innovation and BMI, particularly under conditions of high environmental dynamism.

This study examines these relationships using data from 319 publicly listed and large private firms in Malaysia, an emerging economy characterized by rapid industrial upgrading, institutional complexity, and strong integration into global value chains (Khanna & Palepu, 2010). Malaysia provides an especially appropriate context for examining exploration governance because firms operate within highly dynamic competitive conditions shaped by digital transformation, technological upgrading, and evolving institutional structures. Malaysia's manufacturing sector contributes approximately 23% of its GDP and more than 80% of exports, while national digital initiatives aim to increase the digital economy's contribution to over 25% of its GDP by the end of the decade (World Bank, 2023). These conditions create substantial pressure for firms to pursue innovation while simultaneously managing institutional uncertainty, competitive volatility, and strategic transformation, making Malaysia an analytically valuable setting for investigating exploration governance and adaptive innovation capabilities.

By integrating research on executive cognition, corporate governance, organizational exploration, and dynamic managerial capabilities, this study advances understanding of how firms convert strategic risk-taking into sustained innovation outcomes. Specifically, the study makes three primary contributions. First, it contributes to research on CEO overconfidence by identifying governance alignment as a critical boundary condition shaping the effectiveness of executive risk-taking in generating breakthrough innovation. Second, it advances exploration research by conceptualizing exploration as a coordinated multi-stage governance process distributed across hierarchical organizational levels. Third, it extends the dynamic managerial capabilities perspective by demonstrating how managerial advice-seeking and coordination flexibility facilitate the translation of exploratory initiatives into business model innovation. Collectively, these contributions provide a more integrated and multi-level explanation of how firms achieve adaptive innovation and sustained competitiveness under conditions of environmental dynamism.

THEORETICAL BACKGROUND

RESEARCH METHODOLOGY

RESULTS

DISCUSSION

This study set out to explain how firms convert exploratory intent into breakthrough innovation and business model innovation (BMI) by examining the joint roles of leadership cognition, governance structures, and managerial capabilities. The findings provide strong support for the multi-level governance perspective advanced in this research and offer important insights into how exploration processes are coordinated across organizational levels in dynamic environments. More broadly, the results suggest that innovation outcomes are not driven solely by executive risk-taking or organizational search intensity, but by the alignment of cognitive, governance, and managerial mechanisms that collectively shape exploratory effectiveness.

The findings indicate that CEO overconfidence does not independently drive breakthrough innovation. Instead, its positive effects emerge only when boards possess both expertise and structural power. This result reinforces the paradoxical nature of executive overconfidence documented in prior research (Malmendier & Tate, 2005; Chen et al., 2015) and demonstrates that governance structures play a critical role in channeling executive risk-taking toward productive strategic outcomes. Without effective governance oversight, executive optimism may increase the likelihood of excessive experimentation, strategic overcommitment, and inefficient resource allocation. Conversely, governance structures possessing strong expertise and influence can direct executive boldness toward opportunities with greater transformative potential.

By showing that overconfidence becomes beneficial under conditions of governance alignment, the findings extend upper echelons theory (Hambrick & Mason, 1984) and corporate governance research (Hillman & Dalziel, 2003). Rather than viewing boards solely as monitoring mechanisms designed to constrain managerial behavior, the findings suggest that boards function as strategic choice architects capable of shaping how executive cognition translates into organizational action. This perspective shifts the role of boards from passive oversight bodies to active governance participants that influence the strategic quality and effectiveness of exploratory decision-making. The results therefore highlight the importance of governance quality in transforming cognitive biases into strategic advantages capable of generating breakthrough innovation.

Contrary to expectations, external advice-seeking did not exhibit a direct relationship with breakthrough innovation. This finding is theoretically important because it suggests that access to external knowledge alone may be insufficient to generate high-impact innovation outcomes. Although external networks expose managers to diverse perspectives, emerging trends, and novel opportunities (Borgatti & Cross, 2003), the transformation of such knowledge into breakthrough innovation may require complementary organizational capabilities such as absorptive capacity, technological expertise, strategic integration mechanisms, and internal coordination processes.

This finding refines prior research on search breadth and external knowledge acquisition (Katila & Ahuja, 2002) by indicating that knowledge access does not automatically translate into radical innovation outcomes. In highly dynamic environments, firms may acquire substantial amounts of external information without possessing the organizational mechanisms necessary to integrate, interpret, and apply that knowledge effectively. Consequently, exploration breadth alone may not guarantee breakthrough innovation unless firms also possess strong internal capabilities for knowledge recombination and strategic implementation.

The absence of a direct effect may also reflect the complexity and uncertainty associated with breakthrough innovation itself. External advice networks can expose firms to heterogeneous information and competing strategic signals, potentially increasing ambiguity rather than immediately improving innovation outcomes. Accordingly, external advice-seeking may contribute indirectly to innovation by enhancing organizational learning, opportunity recognition, or adaptive flexibility rather than exerting a direct linear effect on breakthrough innovation performance. This interpretation helps explain why prior empirical findings regarding external knowledge acquisition and innovation effectiveness have often been inconsistent.

The findings further demonstrate that internal advice-seeking enhances coordination flexibility, which in turn enables business model innovation. This full mediation effect highlights the importance of internal knowledge integration and cross-functional coordination in implementing strategic transformation. Business model innovation requires organizations to redesign value creation logic, realign operational processes, integrate diverse organizational resources, and coordinate activities across multiple functional areas (Foss & Saebi, 2017). Internal advice networks facilitate these processes by improving communication quality, strengthening access to firm-specific expertise, and enhancing coordination across organizational boundaries.

This result supports the dynamic managerial capabilities perspective (Adner & Helfat, 2003; Helfat & Martin, 2015) by demonstrating how managerial social capital contributes to adaptive reconfiguration processes. Rather than treating dynamic capabilities as abstract organizational attributes, the findings highlight the micro-level managerial behaviors through which firms achieve strategic adaptation and business model transformation. The results therefore provide a more behaviorally grounded explanation of how managerial interaction patterns contribute to organizational flexibility and innovation implementation.

Environmental dynamism strengthened relationships across the exploration governance framework, indicating that alignment among leadership cognition, governance structures, and managerial capabilities becomes increasingly important under conditions of uncertainty and rapid change. In dynamic environments, reliance on established routines and existing knowledge becomes progressively riskier, while adaptive search processes and flexible coordination capabilities become more valuable (Schilke, 2014). The findings suggest that executive boldness, governance oversight, and managerial coordination capabilities jointly enable firms to respond more effectively to technological turbulence and competitive disruption.

This result reinforces dynamic capabilities research (Teece, 2007) by demonstrating that adaptive success depends not only on the existence of organizational capabilities but also on their alignment across organizational levels. Environmental dynamism appears to amplify both the benefits of coordinated exploration and the risks associated with fragmented decision-making structures. Firms lacking alignment among executive leadership, governance systems, and managerial coordination mechanisms may struggle to convert exploratory initiatives into sustained innovation under rapidly changing environmental conditions.

Taken together, the findings suggest that innovation outcomes are shaped less by isolated strategic decisions and more by the coordination of decision-making processes across hierarchical organizational levels. Breakthrough innovation emerges when governance structures effectively guide executive risk-taking and managerial exploration extends into novel domains. Business model innovation arises when coordination flexibility enables firms to reconfigure organizational resources and adapt value creation systems in response to environmental change. Environmental dynamism further intensifies the importance of these relationships by increasing uncertainty while simultaneously enhancing the strategic value of adaptive governance and managerial capabilities.

Overall, the study demonstrates that exploration should be understood as a multi-level governance process rather than a singular organizational activity. By emphasizing the interaction among leadership cognition, governance oversight, and managerial microfoundations, the findings provide a more integrated explanation of how firms govern exploration and convert strategic risk-taking into sustained innovation and adaptive competitiveness in dynamic environments.

THEORETICAL CONTRIBUTIONS

This study contributes to research on strategic leadership, corporate governance, organizational exploration, and dynamic capabilities by offering a multi-level explanation of how firms convert exploratory intent into breakthrough innovation and business model innovation (BMI). By integrating previously disconnected theoretical perspectives and identifying the mechanisms through which exploration decisions are governed and implemented, the study advances understanding of how innovation emerges under conditions of environmental dynamism and strategic uncertainty. More specifically, the findings contribute to theory by demonstrating that innovation outcomes depend not only on individual organizational capabilities or executive characteristics, but also on the alignment of governance and managerial processes across hierarchical organizational levels. First, this study extends upper echelons theory by demonstrating that the effects of CEO overconfidence on innovation outcomes depend on governance alignment. Prior research has documented both the advantages and risks associated with executive overconfidence, portraying it as a double-edged cognitive bias capable of encouraging bold strategic action while simultaneously increasing the likelihood of strategic failure (Malmendier & Tate, 2005; Chen et al., 2015). However, existing work has primarily examined overconfidence as an independent predictor of firm outcomes without sufficiently considering the governance conditions under which executive cognition becomes strategically beneficial or detrimental.

The present findings show that CEO overconfidence does not independently generate breakthrough innovation. Instead, its benefits emerge only when boards possess both relevant expertise and structural power, enabling them to direct executive risk-taking toward productive exploration. This finding shifts theoretical attention from executive cognition alone to the interaction between cognition and governance structures, suggesting that the strategic consequences of executive biases are contingent upon governance quality and oversight effectiveness. By demonstrating that governance alignment conditions the value of executive overconfidence, the study reconceptualizes boards not merely as monitoring bodies but as strategic choice architects that shape how cognitive biases translate into innovation outcomes. This perspective enriches upper echelons theory by introducing governance alignment as a critical boundary condition influencing the effectiveness of executive strategic behavior. Second, the study advances research on organizational exploration by conceptualizing exploration as a multi-stage governance process rather than a singular firm-level decision. Traditional exploration research distinguishes between exploration and exploitation while emphasizing experimentation, search breadth, and organizational learning (March, 1991; Katila & Ahuja, 2002). However, empirical findings regarding exploration effectiveness have often been inconsistent, particularly under conditions of environmental dynamism.

By distinguishing between decisions related to exploration propensity and exploration breadth, and by locating these decisions at different organizational levels, this study clarifies why exploration outcomes vary substantially across firms. Senior executives influence strategic willingness to engage in exploration, governance mechanisms shape the direction and discipline of exploratory investment, and managerial actors determine how exploration is coordinated and implemented across organizational domains. Accordingly, the findings suggest that exploration effectiveness depends less on search intensity alone and more on the alignment of decision-making processes across hierarchical levels.

This multi-stage perspective refines exploration theory by explaining how exploration decisions are structured, coordinated, and governed within organizations. The study therefore moves beyond traditional firm-level conceptualizations of exploration and provides a more process-oriented understanding of how organizations manage uncertainty and innovation simultaneously. Third, the study refines understanding of search breadth and external knowledge acquisition by demonstrating that external advice-seeking does not directly produce breakthrough innovation. Prior research has generally argued that access to diverse external knowledge enhances innovation by expanding exploratory search and enabling novel knowledge recombination (Katila & Ahuja, 2002). The present findings indicate that access to external knowledge alone may be insufficient for generating high-impact innovation outcomes.

This result suggests that the value of external knowledge depends on complementary organizational capabilities that enable firms to interpret, integrate, and apply external insights effectively. The findings therefore challenge assumptions that broader external search automatically improves innovation performance and instead emphasize the importance of internal integration and absorptive mechanisms. By highlighting the limitations of external advice-seeking as a direct driver of breakthrough innovation, the study encourages a shift from viewing knowledge access as inherently beneficial to understanding the organizational conditions under which external knowledge contributes to radical innovation outcomes.

Furthermore, the findings help explain why prior empirical research examining external search breadth and innovation effectiveness has frequently produced mixed results. External knowledge exposure may increase strategic opportunities while simultaneously increasing informational complexity and coordination demands, thereby requiring strong internal capabilities for effective implementation.

Fourth, the study contributes to the dynamic managerial capabilities perspective by identifying managerial advice-seeking and coordination flexibility as microfoundations enabling business model innovation. Dynamic capabilities research emphasizes sensing, seizing, and reconfiguring opportunities as central mechanisms supporting organizational adaptation (Teece, 2007), yet the managerial and behavioral processes through which these capabilities emerge remain insufficiently specified.

The findings demonstrate that internal advice-seeking enhances coordination flexibility, which subsequently enables business model innovation. This clarifies how managerial social capital facilitates the integration of organizational knowledge and the reconfiguration of processes necessary for business model transformation. Rather than treating dynamic capabilities as abstract organizational attributes, the study identifies specific managerial interaction patterns and coordination mechanisms that support adaptive transformation.

By demonstrating the mediating role of coordination flexibility, the study provides a behavioral and relational foundation for dynamic capabilities theory. This contribution is particularly important because it explains how micro-level managerial behaviors aggregate into organization-level adaptive capabilities capable of supporting strategic renewal and innovation.

Finally, this study contributes to research on organizational adaptation by integrating leadership cognition, governance structures, and managerial microfoundations into a unified theoretical framework. Prior research has frequently examined these elements independently, resulting in fragmented explanations of innovation outcomes and adaptive performance. The present findings indicate that innovation emerges from alignment across organizational levels and that environmental dynamism amplifies the importance of such alignment.

This integrated perspective advances theory by shifting attention away from isolated drivers of innovation toward the coordination of decision-making processes across hierarchical levels. The findings suggest that adaptive innovation is fundamentally a governance challenge requiring alignment among executive cognition, board oversight, managerial coordination, and organizational flexibility. In doing so, the study provides a more comprehensive explanation of how firms govern exploration and achieve sustained innovation under conditions of uncertainty, complexity, and rapid environmental change.

Collectively, these contributions advance understanding of how firms transform strategic risk-taking into adaptive innovation outcomes by coordinating exploration processes across leadership, governance, and managerial domains. The study therefore offers a more integrated and multi-level explanation of innovation effectiveness in dynamic organizational environments.

PRACTICAL IMPLICATIONS

The findings of this study offer important practical implications for executives, boards of directors, policymakers, and organizations seeking to strengthen innovation performance under conditions of uncertainty, technological disruption, and competitive volatility. More broadly, the results suggest that successful innovation depends not only on strategic ambition but also on the alignment of governance structures, leadership cognition, and managerial coordination capabilities.

The findings indicate that CEO overconfidence can support breakthrough innovation only when governance structures provide informed strategic oversight and guidance. This suggests that firms should not necessarily attempt to suppress executive boldness or risk-taking orientation. Instead, organizations should ensure that boards possess the expertise, independence, and structural influence necessary to channel executive confidence toward productive strategic exploration. Boards with industry-specific, technological, innovation, and digital transformation expertise are better positioned to evaluate complex innovation initiatives, assess strategic uncertainty, and guide long-term exploratory investments. Strengthening board independence, improving director competence in emerging technologies, and enhancing board participation in strategic deliberations can improve the quality of exploratory decision-making while reducing the risks associated with excessive executive optimism.

The findings further highlight that boards function not only as monitoring mechanisms but also as strategic partners in innovation governance. Firms pursuing transformative innovation should therefore design governance systems that allow directors to contribute actively to strategic exploration and organizational adaptation processes. Practices such as innovation-focused board committees, strategic foresight sessions, director participation in digital transformation initiatives, and regular governance reviews can improve strategic alignment and support more effective innovation governance. Greater board involvement in technology oversight and long-term strategic planning may also enhance organizational responsiveness to environmental disruption.

The results demonstrate that internal advice-seeking enhances coordination flexibility, which subsequently supports business model innovation. This finding suggests that firms should invest in organizational mechanisms that strengthen cross-functional collaboration, communication quality, and knowledge integration. Practices such as cross-unit project teams, rotational leadership assignments, internal innovation forums, knowledge-sharing platforms, and communities of practice can improve coordination flexibility and organizational adaptability. By strengthening internal collaboration capabilities, firms may improve their capacity to redesign value creation systems, implement strategic transformation, and adapt business models under changing market conditions.

The absence of a direct relationship between external advice-seeking and breakthrough innovation also carries important managerial implications. The findings suggest that access to external ideas, industry networks, and diverse knowledge sources does not automatically produce high-impact innovation outcomes. Firms should therefore complement external knowledge acquisition with strong internal integration mechanisms capable of interpreting, recombining, and applying external insights effectively. Developing absorptive capacity through interdisciplinary collaboration, organizational learning routines, managerial training, and internal knowledge integration systems may significantly improve firms' ability to transform external information into commercially valuable innovation.

Environmental dynamism further strengthens the importance of alignment across leadership, governance, and managerial capabilities. Firms operating in rapidly changing environments should prioritize flexible governance arrangements, adaptive resource allocation mechanisms, and continuous strategic monitoring processes. Establishing dynamic strategy review systems, real-time performance dashboards, agile decision-making structures, and rapid experimentation routines may help organizations respond more effectively to technological turbulence and competitive uncertainty. Organizations that maintain alignment among executive leadership, governance oversight, and managerial coordination capabilities are likely to demonstrate stronger adaptive capacity and innovation resilience under conditions of environmental instability.

For firms operating in emerging economies, where institutional volatility, technological disruption, and resource constraints are often more pronounced, the findings underscore the strategic importance of governance quality and managerial capability development. Policymakers and industry associations can support innovation performance by promoting director education programs focused on digital transformation, technological governance, and strategic innovation management. Strengthening corporate governance standards, encouraging board diversity in expertise, and facilitating cross-industry managerial learning networks may further enhance firms' capacity to engage in effective exploration and adaptive innovation.

In addition, government agencies and industry bodies may support organizational innovation by encouraging collaboration between firms, universities, technology centers, and innovation ecosystems. Such initiatives can strengthen managerial learning capabilities, improve knowledge diffusion, and facilitate strategic adaptation across industries. Particularly in emerging economies, institutional support mechanisms that enhance governance quality and managerial coordination capabilities may play an essential role in improving national innovation competitiveness and long-term economic resilience.

Overall, the findings suggest that firms seeking sustained innovation should move beyond viewing innovation solely as a technological or R&D challenge. Instead, organizations should recognize innovation as a governance and coordination challenge requiring alignment among executive cognition, board oversight, managerial interaction, and organizational flexibility. Firms capable of integrating these elements effectively are more likely to convert strategic exploration into breakthrough innovation and long-term competitive advantage.

LIMITATIONS AND FUTURE RESEARCH

RECOMMENDATIONS

Based on the findings of this study, several recommendations emerge for executives, boards of directors, policymakers, industry associations, and professional development institutions seeking to strengthen innovation capacity and adaptive competitiveness in dynamic environments. These recommendations emphasize the importance of aligning leadership cognition, governance structures, and managerial coordination capabilities to support effective exploration and sustained innovation performance.

First, executives should align strategic boldness with structured decision-making processes. The findings suggest that executive confidence and strategic risk-taking can contribute positively to breakthrough innovation when supported by effective governance and evaluation mechanisms. Accordingly, organizational leaders should not suppress exploratory orientation or innovation-related risk-taking tendencies. Instead, firms should establish formal strategic review systems capable of evaluating exploratory initiatives systematically and objectively. Practices such as innovation review committees, staged investment approval processes, strategic risk assessment frameworks, and cross-functional evaluation teams can improve the quality of exploratory decision-making while reducing the likelihood of excessive commitment to poorly aligned initiatives. Structured governance processes may help organizations balance strategic experimentation with disciplined resource allocation.

Second, boards of directors should strengthen innovation-related expertise and strategic engagement. The results indicate that governance quality significantly influences the effectiveness of executive exploration and breakthrough innovation outcomes. Director recruitment and board development initiatives should therefore prioritize expertise in technological innovation, digital transformation, strategic adaptation, and emerging business models. Boards can further strengthen innovation governance by establishing dedicated innovation or technology oversight committees, conducting strategic foresight and scenario-planning sessions, and increasing director participation in long-term innovation strategy development. More active board engagement in innovation governance may improve strategic alignment and enhance firms' ability to respond effectively to technological disruption and market uncertainty.

Third, organizations should strengthen internal coordination capabilities to support business model transformation and organizational adaptability. The findings demonstrate that coordination flexibility plays a central role in enabling business model innovation. Firms should therefore invest in organizational practices that facilitate cross-functional collaboration, knowledge integration, and adaptive coordination. Practices such as cross-unit project teams, rotational leadership assignments, collaborative digital platforms, interdisciplinary innovation initiatives, and internal knowledge-sharing networks can improve organizational flexibility and implementation effectiveness. Strengthening coordination flexibility may help firms redesign value creation systems, integrate emerging technologies, and implement strategic transformation more effectively under dynamic environmental conditions.

Fourth, firms should complement external knowledge acquisition with strong internal integration mechanisms. The findings suggest that access to external ideas and diverse knowledge sources alone does not automatically generate breakthrough innovation. Organizations should therefore focus not only on expanding external networks but also on strengthening internal absorptive capacity and knowledge integration capabilities. Interdisciplinary teams, structured knowledge-sharing routines, internal innovation forums, and collaborative learning systems can improve firms' ability to interpret, recombine, and apply external insights effectively. Developing stronger internal integration mechanisms may enable organizations to transform external knowledge into commercially valuable innovation outcomes more consistently.

Fifth, policymakers and industry associations should promote governance quality and managerial capability development to strengthen national innovation ecosystems. Public policy initiatives can support innovation performance by strengthening corporate governance standards, encouraging board diversity in expertise, and supporting director education programs focused on technological change, digital transformation, and strategic innovation management. Industry associations can further facilitate cross-industry knowledge exchange platforms, executive networking initiatives, and collaborative innovation ecosystems that allow firms to access diverse perspectives while simultaneously strengthening internal capabilities required for implementation and adaptation. Such institutional support mechanisms may be especially valuable in emerging economies characterized by institutional volatility and rapid technological change.

Sixth, professional development institutions and executive education providers should enhance leadership, governance, and coordination competencies. The findings indicate that adaptive innovation depends heavily on strategic decision-making quality, governance alignment, and managerial coordination capabilities. Executive education programs should therefore emphasize strategic leadership under uncertainty, governance literacy, innovation management, cross-functional collaboration, and organizational adaptability. Simulation-based learning, scenario-planning exercises, innovation leadership workshops, and interdisciplinary management training can help executives and managers develop the cognitive and collaborative capabilities necessary for effective exploration governance in dynamic environments.

Seventh, organizations should actively promote internal cultures that encourage collaboration, knowledge sharing, and strategic awareness. The effectiveness of exploratory initiatives depends not only on formal governance systems but also on organizational norms supporting coordination and learning. Firms should therefore encourage communication across organizational boundaries, strengthen internal transparency regarding innovation objectives, and develop collaborative environments that facilitate experimentation and knowledge exchange. Internal initiatives such as innovation communities, collaborative learning sessions, mentorship programs, and cross-departmental strategic forums may improve organizational readiness for transformation while strengthening the effectiveness of exploration and adaptation processes.

Finally, firms should recognize that innovation is fundamentally a governance and organizational coordination challenge rather than solely a technological or R&D issue. Organizations capable of aligning executive cognition, governance oversight, managerial interaction, and adaptive coordination mechanisms are more likely to convert strategic exploration into breakthrough innovation and long-term competitive advantage. Consequently, sustained innovation performance requires integrated organizational systems that simultaneously support strategic boldness, disciplined governance, and collaborative adaptability under conditions of uncertainty and environmental change.

CONCLUSIONS

This study examined how firms convert exploratory intent into breakthrough innovation and business model innovation (BMI) in dynamic environments by integrating perspectives from strategic leadership, corporate governance, organizational exploration, and dynamic managerial capabilities. Drawing on a multi-source dataset of 319 firms operating within Malaysia's rapidly transforming economy, the findings demonstrate that transformative innovation does not emerge solely from executive boldness or organizational exploration intensity. Rather, innovation outcomes arise from the alignment of leadership cognition, governance structures, and managerial capabilities within what this study conceptualizes as a multi-level organizational exploration governance process.

The findings indicate that CEO overconfidence can function as a strategic catalyst that increases firms' willingness to engage in exploration and strategic experimentation. However, the innovative benefits of executive overconfidence depend critically on governance alignment. When boards possess both relevant expertise and structural power, they are better able to guide executive risk-taking toward productive exploratory initiatives and enhance breakthrough innovation outcomes. In the absence of such governance alignment, executive overconfidence does not translate into superior innovation performance. These findings reinforce the view that boards represent strategic governance resources capable of shaping the quality, direction, and effectiveness of exploratory decision-making rather than functioning solely as compliance-monitoring mechanisms.

At the managerial level, advice-seeking capabilities play an important role in shaping exploration breadth and implementation effectiveness. External advice-seeking expands managerial access to diverse knowledge sources, emerging trends, and novel perspectives, thereby increasing exposure to exploratory opportunities. However, the findings indicate that access to external knowledge alone may be insufficient to generate breakthrough innovation without complementary organizational integration capabilities. In contrast, internal advice-seeking strengthens coordination flexibility capabilities that enable firms to implement business model transformation effectively. Coordination flexibility therefore emerges as a critical adaptive capability that enables organizations to translate exploratory initiatives into business model innovation through knowledge integration, resource reconfiguration, and cross-functional alignment.

Environmental dynamism further strengthens these relationships by increasing uncertainty, accelerating technological change, shortening opportunity windows, and intensifying competitive volatility. Under such conditions, reliance on established routines and existing strategic assumptions becomes increasingly risky. Firms that effectively align leadership intent, governance guidance, and managerial coordination capabilities are therefore better positioned to transform uncertainty into strategic opportunity. The findings suggest that adaptive success in dynamic environments depends not only on organizational capabilities themselves but also on the degree of coordination and alignment across hierarchical organizational levels.

By conceptualizing exploration as a multi-stage governance process distributed across organizational levels, this study advances theory beyond traditional single-level explanations of innovation. The study deepens understanding of how executive cognition shapes strategic outcomes, clarifies the strategic role of boards in guiding exploratory innovation, and identifies managerial advice-seeking and coordination flexibility as important micro foundations supporting adaptive transformation. The integrative framework developed in this research helps reconcile fragmented findings across multiple theoretical streams and provides a more comprehensive explanation of how firms govern exploration and achieve sustained innovation under conditions of environmental dynamism.

The findings also offer practical insights for organizations seeking to strengthen innovation performance and adaptive competitiveness. Firms can improve innovation outcomes by cultivating strategically bold yet appropriately guided leadership, strengthening board expertise and strategic involvement, encouraging managerial knowledge-seeking behaviors, and investing in coordination flexibility capabilities. Policymakers, industry associations, and professional development institutions can further support these efforts through governance capability development programs, executive education initiatives, and policies that strengthen innovation ecosystems and cross-industry learning networks.

Despite these contributions, the study acknowledges several limitations related to contextual specificity, cross-sectional design, and measurement constraints. The empirical focus on firms operating within Malaysia may limit generalizability across institutional contexts characterized by different governance structures and innovation systems. In addition, the cross-sectional nature of the data restricts the ability to examine how exploration governance evolves over time. Future research may therefore benefit from longitudinal designs, comparative institutional analyses, and examination of digitally enabled governance systems that influence exploration and innovation processes in emerging technological environments.

In an era characterized by accelerating technological disruption, environmental uncertainty, and competitive volatility, firms face increasing pressure to innovate while simultaneously managing strategic risk. This research suggests that the ability to govern exploration effectively; through alignment among leadership boldness, governance oversight, and managerial coordination capabilities; determines whether firms merely respond to disruption or actively shape future competitive landscapes. Organizations capable of integrating these elements effectively are more likely to transform strategic risk-taking into breakthrough innovation, business model transformation, adaptive resilience, and sustained competitive advantage.