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Full-Text Articles in Business

When I Know Your Taste: Retail Customers’ Environmental Preferences And Firm Pollution, Mengjie Yang Apr 2024

When I Know Your Taste: Retail Customers’ Environmental Preferences And Firm Pollution, Mengjie Yang

Dissertations and Theses Collection (Open Access)

I examine whether and how firms incorporate retail customers’ environmental preferences into their pollution decisions. Leveraging the staggered revelations of firms’ environmental negative news and the granularity of household grocery shopping records, I quantify local customers’ heterogeneous environmental preferences based on the extent of product sales declines following the news events. In line with the conjecture that firms factor in rewards and penalties from customers and strategically reduce their pollution, I find a significant improvement in air quality near event firms’ facilities located in markets where local customers reveal the strongest environmental preferences. This effect is more pronounced when news …


The Relationship Between Medical Equipment Management Outsourcing And Performance, Sheng Bian Apr 2024

The Relationship Between Medical Equipment Management Outsourcing And Performance, Sheng Bian

Dissertations and Theses Collection (Open Access)

Medical equipment, as a core component of a hospital’s fixed assets, provides essential support and assurance for the hospital to deliver medical services and enhance competitiveness. The operation of public hospitals in China is a top priority for deepening medical reforms. As hospitals transition from focusing on revenue to centering on costs, comprehensive management of medical equipment becomes a critical aspect of hospital operation management. In the scenario of utilizing the management service outsourcing mode for comprehensive management of medical equipment, equipment performance naturally becomes a topic of special interest in the industry.

Given this, this study aims to investigate …


Ceo Emotional Stability And Firm Innovation, Manli Liu Apr 2024

Ceo Emotional Stability And Firm Innovation, Manli Liu

Dissertations and Theses Collection (Open Access)

This dissertation aims to examine whether and how CEO emotional stability influences firm innovation. I argue that CEO emotional stability enables firms to create a friendly innovation climate within the firm as well as secure resources from external stakeholders, thus helping firm innovation. Moreover, CEO education, slack resources, firm age, and market complexity strengthen the relationship between CEO emotional stability and firm innovation. Two-wave surveys are conducted to collect the data to test the hypotheses. This dissertation aims to extend the literature on emotional stability as well as innovation from the upper echelons perspective.


Research On The Influence Mechanism Of Digitalization Degree On Manufacturing Enterprise Performance, Dandan Wang Apr 2024

Research On The Influence Mechanism Of Digitalization Degree On Manufacturing Enterprise Performance, Dandan Wang

Dissertations and Theses Collection (Open Access)

The application of digital technologies has changed the operation model of traditional industries, and promoted the development of emerging industries. More and more manufacturing enterprises have started or completed digital transformation, and tried new ways of development.

With the advancement of digitalization, the influence of the degree of digitalization on high-quality economic development has attracted great attention from scholars at home and abroad. Although significant resources are put into digital transformation, which is deemed as a strategic core, the specific influence paths of the degree of digitalization on enterprise performance have not yet been fully explored. In the digital era, …


An Integrative Review Of Management Research On Caste: Broadening Our Horizons, Hari Bapuji, Snehanjali Chrispal, Pardeep Singh Attri, Gokhan Ertug, Vivek Soundararajan Apr 2024

An Integrative Review Of Management Research On Caste: Broadening Our Horizons, Hari Bapuji, Snehanjali Chrispal, Pardeep Singh Attri, Gokhan Ertug, Vivek Soundararajan

Research Collection Lee Kong Chian School Of Business

Even though management research on caste is growing, it is not yet on a clear trajectory to realize its vast potential due to varying terminology and framing of caste, the limited incorporation of directly relevant work from proximate disciplines, and the narrow and selective usage of the attributes of caste. To remove these obstacles, we review 259 scholarly works on caste (216 articles and 43 books and research reports) and develop an integrative framework to i) clarify the contemporary manifestations of caste as being a graded hierarchy, an inherited membership, and a set of socially enforced practices, and ii) summarize …


Efficiency And Sustainability Of Bond Market: Evidence From Aftermarket Trading Of Us Corporate Bond Offerings, Lisa (Zongfei) Yang, Choo Yong, Jeremy Goh Apr 2024

Efficiency And Sustainability Of Bond Market: Evidence From Aftermarket Trading Of Us Corporate Bond Offerings, Lisa (Zongfei) Yang, Choo Yong, Jeremy Goh

Research Collection Lee Kong Chian School Of Business

We find that for bond offerings that are non-self-marketed, there is a significantly larger proportion of institutional-sized sell trades than buy. In stark contrast, for self-marketed offerings by underwriters, immediate post-offer trading is characterized by a larger proportion of institutional-sized buy trades than sell. We also find evidence suggesting that retail investors, who are initially shut out of the offering deals, buy bonds in the secondary market at a higher price. Our evidence suggests that certain institutional investors receiving allocations of non-self-marketed offerings flip them for a quick profit. The systematic disparity in aftermarket trading immediately following self-marketed versus non-self-marketed …


The Important Role Of System Dynamics Investigation On Business Model, Industry And Performance Management, Lina Gozali, Teuku Yuri M. Zagloel, Togar Mangihut Simatupang, Wahyudi Sutopo, Aldy Gunawan, Yun-Chia Liang, Bernardo Nugroho Yahya, Jose Arturo Garza-Reyes, Agustinus Purna Irawan, Yuliani Suseno Apr 2024

The Important Role Of System Dynamics Investigation On Business Model, Industry And Performance Management, Lina Gozali, Teuku Yuri M. Zagloel, Togar Mangihut Simatupang, Wahyudi Sutopo, Aldy Gunawan, Yun-Chia Liang, Bernardo Nugroho Yahya, Jose Arturo Garza-Reyes, Agustinus Purna Irawan, Yuliani Suseno

Research Collection School Of Computing and Information Systems

Purpose: This research studies the development of the evolving dynamic system model and explores the important elements or factors and what detailed attributes are the main influences model in achieving the success of a business, industry and management. It also identifies the real and major differences between static and dynamic business management models and the detailed factors that influence them. Later, this research investigates the benefits/advantages and limitations/disadvantages of some research studies. The studies conducted in this research put more emphasis on the capabilities of system dynamics (SD) in modeling and the ability to measure, analyse and capture problems in …


Networking Fast And Slow: The Role Of Speed In Tie Formation, Julia Brennecke, Gokhan Ertug, Tom Elfring Apr 2024

Networking Fast And Slow: The Role Of Speed In Tie Formation, Julia Brennecke, Gokhan Ertug, Tom Elfring

Research Collection Lee Kong Chian School Of Business

Growing interest in network dynamics has led to insights about patterns of network change, drivers of tie formation, and the temporal unfolding of the consequences of networks. To this area of inquiry, we introduce networking speed – the time it takes for individuals to form a network tie – as an important but so far largely overlooked aspect. We develop a theory of networking speed that explains how different catalysts enable professionals to introduce variation into the speed with which they form interpersonal network ties. We discuss how such variation in the speed with which ties have been formed influences …


The Status Of Status Research: A Review Of The Types, Functions, Levels And Audiences, Matteo Prato, Gokhan Ertug, Fabrizio Castellucci, Tengjian Zou Apr 2024

The Status Of Status Research: A Review Of The Types, Functions, Levels And Audiences, Matteo Prato, Gokhan Ertug, Fabrizio Castellucci, Tengjian Zou

Research Collection Lee Kong Chian School Of Business

Our review of 154 articles published over the last decade portrays an evolution of status research. This body of literature has transitioned from viewing status as a monolithic construct to appreciating its inherently multidimensional nature, characterized by diverse types, functions, levels, and audience structures. Although this shift has expanded our knowledge, it has also introduced increased complexity and fragmentation. To systematize this scattered work on a multifaceted view of status, we develop a comprehensive framework that integrates the diverse research findings. For each constituent part of this framework, we review key themes and insights in the literature and outline future …


Covid-19 And Management Scholarship: Lessons For Conducting Impactful Research, Gerard George, Gokhan Ertug, Jonathan P. Doh, Johanna Mair, Ajnesh Prasad Apr 2024

Covid-19 And Management Scholarship: Lessons For Conducting Impactful Research, Gerard George, Gokhan Ertug, Jonathan P. Doh, Johanna Mair, Ajnesh Prasad

Research Collection Lee Kong Chian School Of Business

The COVID-19 pandemic provided an opportunity for management scholars to address large-scale and complex societal problems and strive for greater practical and policy impact. A brief overview of the most-cited work on COVID-19 reveals that, compared with their counterparts in other disciplines, leading management journals and professional associations lagged in providing a platform for high-impact research on COVID-19. To help management research play a more active role in responding to similar global challenges in the future, we propose an integrative framework that emphasizes a phenomenon’s impact, the conditions that the phenomenon creates at multiple levels, and the responses of actors …


"Just Beat It" Do Firms Reclassify Costs To Avoid The Base Erosion And Anti-Abuse Tax (Beat) Of The Tcja?, Stacie O. Laplante, Christina M. Lewellen, Daniel P. Pynch, David M. P. Samuel Apr 2024

"Just Beat It" Do Firms Reclassify Costs To Avoid The Base Erosion And Anti-Abuse Tax (Beat) Of The Tcja?, Stacie O. Laplante, Christina M. Lewellen, Daniel P. Pynch, David M. P. Samuel

Research Collection School Of Accountancy

This study examines whether multinational corporations (MNCs) reclassify related-party payments to avoid the new base erosion and anti-abuse tax (BEAT). The Tax Cuts & Jobs Act of 2017 included the BEAT to combat income shifting from the U.S. to foreign entities. An exclusion in the tax law provides MNCs an incentive to reclassify related-party payments as cost of goods sold. We use a triple-difference design that leverages the BEAT filing threshold of $500 million in revenue and the parent company’s location to document increases in the unconsolidated sales of foreign subsidiaries of MNCs subject to BEAT relative foreign subsidiaries of …


The Chemistry Between Us: Illuminating Complementarity Patterns In Interpersonal Role Play Assessment Via Moment-To-Moment Analyses, Christoph N. Herde, Filip Lievens Apr 2024

The Chemistry Between Us: Illuminating Complementarity Patterns In Interpersonal Role Play Assessment Via Moment-To-Moment Analyses, Christoph N. Herde, Filip Lievens

Research Collection Lee Kong Chian School Of Business

In assessment and selection, organizations often include interpersonal interactions because they provide insights into candidates’ interpersonal skills. These skills are then typically assessed via one-shot, retrospective assessor ratings. Unfortunately, the assessment of interpersonal skills at such a trait-like level fails to capture the richness of how the interaction unfolds at the behavioral exchange level within a role-play assessment. This study uses the lens of interpersonal complementarity theory to advance our understanding of interpersonal dynamics in role-play assessment and their effects on assessor ratings. Ninety-six MBA students participated in four different flash role-plays as part of diagnosing their strengths and weaknesses. …


From The Editors: Mobilizing New Sources Of Data: Opportunities And Recommendations, Denis A. Gregoire, Anne L. J. Ter Wal, Laura M. Little, Sekou Bermiss, Reddi Kotha, Marc Gruber Apr 2024

From The Editors: Mobilizing New Sources Of Data: Opportunities And Recommendations, Denis A. Gregoire, Anne L. J. Ter Wal, Laura M. Little, Sekou Bermiss, Reddi Kotha, Marc Gruber

Research Collection Lee Kong Chian School Of Business

In June 2008, the U.S.-based website Glassdoor.com began posting anonymous company reviews and salary data from current and former employees of various organizations. Doing so not only brought to the world information that had hitherto been restricted to private circles, it spontaneously prompted some organizations to alter their workplace practices (Dineen & Allen, 2016; Dube & Zhu, 2021). At the same time, Glassdoor’s very activities gave rise to a completely new source of data for exploring a wealth of management and organizational phenomena (e.g., Bermiss & McDonald, 2018; Rhee, 2024). As this example illustrates, new data sources can not only …


Why Did Retail Liquidity Programs Fail?, Thomas Ernst, Chester Spatt, Jian Sun Apr 2024

Why Did Retail Liquidity Programs Fail?, Thomas Ernst, Chester Spatt, Jian Sun

Research Collection Lee Kong Chian School Of Business

Five U.S. exchanges have Retail Liquidity Programs, which operate a limit order book only accessible to market orders from retail traders. In theory, this allows competition for segmented retail order flow. In practice, volumes executed in RLPs have been very low, and obtain prices inferior to those offered by off-exchange wholesalers. We trace this failure to three distinct issues: (1) cream-skimming by wholesalers, so that ``retail'' trades in RLPs carry high adverse selection risk, (2) an inability by RLPs to display quotes without pre-trade transparency of available prices, and (3) a lack of trade-through protection, with wholesalers executing trades at …


Environmental, Social, And Governance (Esg) And Artificial Intelligence In Finance: State-Of-The-Art And Research Takeaways, Tristan Lim Apr 2024

Environmental, Social, And Governance (Esg) And Artificial Intelligence In Finance: State-Of-The-Art And Research Takeaways, Tristan Lim

Research Collection School Of Computing and Information Systems

The rapidly growing research landscape in finance, encompassing environmental, social, and governance (ESG) topics and associated Artificial Intelligence (AI) applications, presents challenges for both new researchers and seasoned practitioners. This study aims to systematically map the research area, identify knowledge gaps, and examine potential research areas for researchers and practitioners. The investigation focuses on three primary research questions: the main research themes concerning ESG and AI in finance, the evolution of research intensity and interest in these areas, and the application and evolution of AI techniques specifically in research studies within the ESG and AI in finance domain. Eight archetypical …


Investing In Climate: A Role For 'Sovereign Climate Funds', Marianna Kozintseva, Thierry Wizman Mar 2024

Investing In Climate: A Role For 'Sovereign Climate Funds', Marianna Kozintseva, Thierry Wizman

Sim Kee Boon Institute for Financial Economics

Efforts to address climate change have generally been focused on deploying mitigation technologies. However, it is adaptation technologies (and climate risk transfer) that will have to gain an increasing share of an investment pool dedicated to climate if human systems are to stay resilient to climate forces. Just like mitigation projects, adaptation projects have a strong public goods aspect, wherein public returns exceed private returns, and thus call for the state’s involvement. We argue that sovereign climate funds (SCFs) - new types of sovereign wealth funds with a climate investment mandate - can be critical purpose-built conduits especially for undertaking …


Diversification Strategies And Corporate Financial Distress: The Impact Of Monetary Tightening And Ipo Timing, Yingcen Zhang Mar 2024

Diversification Strategies And Corporate Financial Distress: The Impact Of Monetary Tightening And Ipo Timing, Yingcen Zhang

Dissertations and Theses Collection (Open Access)

Diversification as a strategic objective has become increasingly pursued by many enterprises. However, whether diversification truly brings robust business operations and risk dispersion effects remains a focal point of attention in both academic and practical realms. This study, grounded in Chinese practice, empirically examines the relationship between corporate diversification and financial distress and further discusses the interactive impact of monetary policy tightening and diversification on corporate financial distress.

Empirical analysis results indicate a positive correlation between corporate diversification and financial distress in China. This finding suggests that diversification may not always confer the advantage of risk dispersion to enterprises; it …


Can Recyclable Packaging Enhance Consumers’ Willingness To Buy? The Mediating Role Of Corporate Social Responsibility Perception, Haifeng Shi Mar 2024

Can Recyclable Packaging Enhance Consumers’ Willingness To Buy? The Mediating Role Of Corporate Social Responsibility Perception, Haifeng Shi

Dissertations and Theses Collection (Open Access)

The usage of recyclable packaging is a manifestation of corporate social responsibility and conforms to the trend of green and sustainable development. In recent years, with the rapid growth of the environmental awareness, consumers tend to choose more environmentally friendly and recyclable packaged products. Therefore, in order to better promote the usage of recyclable packaging, it is necessary to conduct in-depth research on why consumers choose recyclable packaging. Aiming to explore the impact of recyclable packaging on consumer behavior and its underlying mechanism, this study receives 314 questionnaire surveys all over the country, and adopts ANOVA and process model analyses …


Forging The Future: Strategic Approaches To Quantum Ai Integration For Industry Transformation, Meng Leong How, Sin Mei Cheah Mar 2024

Forging The Future: Strategic Approaches To Quantum Ai Integration For Industry Transformation, Meng Leong How, Sin Mei Cheah

CCX Research

The fusion of quantum computing and artificial intelligence (AI) heralds a transformative era for Industry 4.0, offering unprecedented capabilities and challenges. This paper delves into the intricacies of quantum AI, its potential impact on Industry 4.0, and the necessary change management and innovation strategies for seamless integration. Drawing from theoretical insights and real-world case studies, we explore the current landscape of quantum AI, its foreseeable influence, and the implications for organizational strategy. We further expound on traditional change management tactics, emphasizing the importance of continuous learning, ecosystem collaborations, and proactive approaches. By examining successful and failed quantum AI implementations, lessons …


The Chatbot Challenge: How Smes Can Leverage Ai For Growth And Engagement, Tamas Makany, Felicia Goh Mar 2024

The Chatbot Challenge: How Smes Can Leverage Ai For Growth And Engagement, Tamas Makany, Felicia Goh

Asian Management Insights

Enhancing SME workforce efficiency with chatbots for improved business communication.


Invisible Inequalities: Barriers, Challenges, And Opportunities, Hari Bapuji, Gokhan Ertug, Vivek Soundarajan, Jason D. Shaw Mar 2024

Invisible Inequalities: Barriers, Challenges, And Opportunities, Hari Bapuji, Gokhan Ertug, Vivek Soundarajan, Jason D. Shaw

Research Collection Lee Kong Chian School Of Business

Inequality is a grand challenge of our times, and management researchers have responded by examining the relationship between business and societal economic inequalities. This research has enhanced our understanding of the nature, sources, and consequences of inequalities, as well as identified actions to address them. However, this effort has predominantly revolved around visible inequalities. We seek to direct greater scholarly attention to invisible inequalities – uneven possession of and access to resources and opportunities to engage in value creation, appropriation, and distribution based on attributes and characteristics that are not readily apparent or noticeable. Expanding the scope of investigations to …


Reproducibility In Management Science, MiloˇS Fišar, Ben Greiner, Christoph Huber, Elena Katok, Ali I. Ozkes, Hannah H. Chang Mar 2024

Reproducibility In Management Science, MiloˇS Fišar, Ben Greiner, Christoph Huber, Elena Katok, Ali I. Ozkes, Hannah H. Chang

Research Collection Lee Kong Chian School Of Business

With the help of more than 700 reviewers, we assess the reproducibility of nearly 500 articles published in the journal Management Science before and after the introduction of a new Data and Code Disclosure policy in 2019. When considering only articles for which data accessibility and hardware and software requirements were not an obstacle for reviewers, the results of more than 95% of articles under the new disclosure policy could be fully or largely computationally reproduced. However, for 29% of articles, at least part of the data set was not accessible to the reviewer. Considering all articles in our sample …


Service Transformation That Will Boost Your Business, Neeta Lachmandas-Sakellariou Mar 2024

Service Transformation That Will Boost Your Business, Neeta Lachmandas-Sakellariou

Asian Management Insights

Focus on your customers to catapult your company to success. However, leaders must drive a culture change to make it happen.


Institutions And Corporate Tax Evasion: A Review Of The Literature And A Methodological Exploration, Kiridaran Kanagaretnam, Jimmy Lee, Chee Yeow Lim, Gerald J. Lobo Mar 2024

Institutions And Corporate Tax Evasion: A Review Of The Literature And A Methodological Exploration, Kiridaran Kanagaretnam, Jimmy Lee, Chee Yeow Lim, Gerald J. Lobo

Research Collection School Of Accountancy

We first review the recent research published in JIAR on the influence of international institutions on accounting practices and follow it with a discussion of the literature studying the influence of institutions on tax avoidance and tax evasion. We then explore a new methodological approach that draws on the theory of institutional hierarchy proposed by Williamson (2000) and examine the relative importance of three broad types of institutions (informal, formal and media) in curtailing perceived tax evasion activities. We contribute to the international accounting literature by summarizing the recent research that addresses tax avoidance and tax evasion and providing preliminary …


Segment Disaggregation And Equity-Based Pay Contracts, Young Jun Cho, Hojun Seo Mar 2024

Segment Disaggregation And Equity-Based Pay Contracts, Young Jun Cho, Hojun Seo

Research Collection School Of Accountancy

We study the role of segment disaggregation in equity-based pay contracts in diversified firms. Disaggregated segment disclosures can improve the observability of managerial actions in internal capital markets and thus increase implicit incentives for managers to allocate resources as desired by shareholders, substituting for explicit incentives provided to CEOs. We use the adoption of Statement of Financial Accounting Standards No. 131 as an identification strategy and find that firms affected by this segment reporting mandate significantly decreased the provision of equity-based incentives in the post-adoption period, especially for firms with higher operating volatilities. This effect is also more pronounced for …


Study On The Influence Of Confucianism And Corporate Governance Mechanism On Performance, Yujie Wu Mar 2024

Study On The Influence Of Confucianism And Corporate Governance Mechanism On Performance, Yujie Wu

Dissertations and Theses Collection (Open Access)

As the cornerstone of traditional Chinese culture, Confucianism profoundly influences Chinese enterprises' behaviour. This study empirically examines the impact of Confucianism and corporate governance mechanisms on companies' financial and social performance, yielding the following principal conclusions utilizing data from Chinese-listed companies:

Firstly, Confucianism significantly and positively influences corporate performance. Enterprises deeply rooted in Confucian culture often exhibit superior financial and social performance. This finding indicates the positive role of Confucianism in promoting responsible corporate behaviours and enhancing performance.

Secondly, the impact of corporate governance mechanisms on corporate performance is complex. An increase in institutional ownership correlates positively with corporate performance, …


Research On The Innovation And Development Of China’S Hydrogen Fuel Cell Vehicle Industry, Xinhua Yu Mar 2024

Research On The Innovation And Development Of China’S Hydrogen Fuel Cell Vehicle Industry, Xinhua Yu

Dissertations and Theses Collection (Open Access)

China's commitment to achieving "carbon peaking and carbon neutrality" has made the transition from conventional energy sources such as coal, oil, and natural gas to renewable energy sources such as solar, wind, and hydrogen an unavoidable trend. In this regard, the integration of new energy technologies into the automobile and transportation sectors has significantly impacted consumers' lifestyles and has emerged as a key focus for major investment institutions. Lithium-ion batteries, known for their advanced technology, cost-effectiveness, and safety, are the leading choice for use in passenger vehicles, gradually replacing conventional fossil fuel sources. This shift is also contributing to the …


The Effect Of Internet Firms’ Data Analytics Capability On Their Innovation Speed And Innovation Quality: A Dynamic Capability Perspective, Yeyu Hua Mar 2024

The Effect Of Internet Firms’ Data Analytics Capability On Their Innovation Speed And Innovation Quality: A Dynamic Capability Perspective, Yeyu Hua

Dissertations and Theses Collection (Open Access)

With the advent of big data era, data plays a pivotal role in sustainingfirms’ competitive advantages. Although a few studies have shown that data analytics capability contributes to firms’ innovative performance, these studies either focus on general innovative performance or specific types of innovation, such as incremental innovation, radical innovation, and supply chaininnovation. In this thesis, I enrich this stream of literature by conducting twostudies to further examine the relationship between data analytics capabilityand innovation speed as well as innovation quality. This thesis consists of twostudies. Study 1 is a survey study, in which I investigate the relationshipbetween data analytics …


Essays On Empirical Asset Pricing, Luying Wang Mar 2024

Essays On Empirical Asset Pricing, Luying Wang

Dissertations and Theses Collection (Open Access)

The dissertation consists of three chapters on empirical asset pricing. The first chapter examines
the market return predictability of media coverage on climate change. Specifically, we introduce a
comprehensive media climate change concern (ΔCMCCC) index, derived from unexpected climate
change coverage across diverse media channels, including print (newspapers), voice (radio), and
video (television). We show that this index negatively predicts aggregate stock market returns, both
in-sample and out-of-sample, offering potential gains for investors. Our findings emphasize the
media’s influence on market returns through climate change discussions, mainly via the cash-flow
channel. This reveals possible shifts in product demand, while demand …


Essays On The Impact Of Acquisitions On Alliance Portfolios And Interorganizational Dynamics, Jiawen Ma Mar 2024

Essays On The Impact Of Acquisitions On Alliance Portfolios And Interorganizational Dynamics, Jiawen Ma

Dissertations and Theses Collection (Open Access)

This dissertation investigates the impact of acquisition activities on the current partners of the involved firms and the restructuring of their alliance portfolios. The first essay examines how acquisitions by a firm’s current alliance partners influence this firm’s subsequent alliance formation. The literature suggests that if a focal firm’s current alliance partners acquire targets that are in the same industry as the focal firm, the focal firm would be concerned about these alliance partners’ commitment, their increased bargaining power, and opportunistic behaviors. This essay contends that in response, the focal firm will form alliances with new partners to mitigate concerns …