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The purpose of this paper is to investigate the behavioral tendencies of supply managers when they are faced with uncertainty in making multi-tier sourcing decisions.

This paper uses the literature on multi-tier supply chains and behavioral decision making to develop a theoretical framework for examining factors influencing a supply manager’s decision to retain control over sourcing in the multi-tier context. An experimental vignette methodology is used to gather data from 259 supply managers.

Results suggest that supply managers choose to exert less multi-tier control when they have high levels of interpersonal trust in the tier-1 supplier’s sales representative. This effect is accentuated by a high level of familiarity with potential lower-tier suppliers. Under high levels of familiarity with potential lower-tier suppliers, supply managers will exert greater levels of multi-tier sourcing control as the behavioral uncertainty of the tier-1 supplier increases.

Buying firms can enhance their understanding of supply managers’ multi-tier sourcing decision making and the potential biases associated with it. Suggestions for a more effective use of multi-tier sourcing are provided in the Discussion section.

Multi-tier sourcing is an increasingly important area of research, and this paper is the first to examine individual supply managers’ behavioral decision making in the multi-tier context. This paper also contributes to the outsourcing literature by investigating behavioral factors influencing the outsourcing of sourcing activities.

The present study considers disruption in the buyer–supplier–supplier triad. This triad has a common second-tier supplier as the disruption source, which gives us the tetradic context. The goal is to advance the knowledge on how a first-tier supplier's resilience against lower-tier disruptive events can be developed through horizontally connecting with the other first-tier supplier and how the buyer can benefit from its first-tier suppliers' resilience capability.

Data from 33 triads was collected and analyzed.

As predicted, coopetition between two first-tier suppliers increases the first-tier supplier's capability to be resilient to disruptive events emanating from a lower tier source. However, contrary to initial theorization, the first-tier supplier's resilience capability affects the buyer's performance during disruptive events negatively. With increasing buyer–supplier social bonds, this negative relationship can partly be alleviated.

Analyzing resilience within a triad to a disruption in the tetradic context reveals unexpected dynamics. Individual supplier's resilience may have a negative impact on the buyer's resilience in certain disruption events.

The buyer can increase collective suppliers' resilience through establishing horizontal links. To prevent becoming a victim of the supplier's resilience in the event of a second-tier disruption, a buyer needs to become a member of the supplier's relational network.

We propose that resilience can rest with the suppliers. This observation has implications for the buyer when selecting and coordinating suppliers. Further, it considers a context beyond a triad by venturing into the tetradic context. We anticipate more studies in tetrads in future and this study can serve as a bridge.

This study aims to examine publications of supply chain management (SCM) researchers from across the world and maps the leadership role of authors and institutions based on how prolific they are in publishing and on network measures of centrality while accounting for the quality of the outlets that they publish in. It aims to inform stakeholders on who the leading SCM scholars are, their primary areas of SCM research, their publication profiles and the nature of their networks. It also identifies and informs on the leading SCM research institutions of the world and where leadership in specific areas of SCM research is emerging from.

Based on SCM papers appearing in a set of seven leading journals over the 15-year period of 2001-2015, publication scores and social network analysis measures of total degree centrality and Bonacich power centrality are used to identify the highest ranked agents in SCM research overall, as well as in some specific areas of SCM research. Social network analysis is also used to examine the nature and scope of the networks of the ranked agents and where leadership in SCM research is emerging from.

Authors and institutions from the USA and UK are found to dominate much of the rankings in SCM research both by publication score and social network analysis measures of centrality. In examining the networks of the very top authors and institutions of the world, their networks are found to be more inward-looking (country-centric) than outward-looking (globally dispersed). Further, researchers in Europe and Asia alike are found to exhibit significant continental inclinations in their network formations with researchers in Europe displaying greater propensity to collaborate with their European-based counterparts and researchers in Asia with their Asian-based counterparts. Also, from among the journals, Supply Chain Management: An International Journal is found to exhibit a far more expansive global reach than any of the other journals.

The journal set used in this study, though representative of high-quality SCM research outlets, is not exhaustive of all potential outlets that publish SCM research. Further, the measure of quality that this study assigns to the various publications is based solely on a publication score that accounts for the quality of the journals, as rated by Association of Business Schools that the papers appear in and nothing else.

By informing the community of stakeholders of SCM research about the top-ranked SCM authors, institutions and countries of the world, the nature of their networks, as well as what the primary areas of SCM research of the leading authors in the world are, this research provides stakeholders, including managers, researchers and students, information that is helpful to them not only because of the insights it provides but also for the gauging of potential for embedding themselves in specific networks, engaging in collaborative research with the leading agents or pursuing educational opportunities with them.

This research is the first of its kind to identify and rank the top SCM authors and institutions from across the world using a representative set of seven leading SCM and primary OM journals based on publication scores and social network measures of centrality. The research is also the first of its kind to identify and rank the top authors and institutions within specific areas of SCM research and to identify future research opportunities relating to aspects of collaboration and networking in research endeavors.

This paper aims to analyse the general trend of a funding scheme of civic education over the past 30 years in terms of the number of projects and the amount of their subsidies, the targeted groups, the content of the activities and the nature of the grantees.

Using statistical data of sponsored projects over three decades and interviews with ten informants.

There has been a shift in the concerns and priorities of these projects. Through the incentives and by setting the themes for funding, the government has regulated the civil society’s involvement with civic education and helped to fashion the officially endorsed values. But it is no longer effective to mediate state–civil society relationship and to cope with the new political scenario.

This paper demonstrates the changing state–civic society relationship over the years with a solid large-scale database. This study advances the knowledge about public funding projects related to citizenship education in particular and sponsorship as a means of governance in general.

Many small-to-medium sized service shops (e.g. jewelry shops, fine-dining restaurants etc.) operate in a unique service environment. They often face customers in transit (i.e. transient delivery) and with minimal information of their preferences (i.e. high uncertainty). This study investigates how such shops create service experience to customers by focusing on three constructs, namely, customer orientation, management commitment to service quality and quality of leader-member exchange in service systems with the uncertain and transient nature. Building on a systems approach of service experience design, the authors examine all possible effects (main effects and two-way and three-way interaction effects) on customer experience. Specifically, to frame the two-way and the three-way interaction effects, the authors adopt the contingency and configuration approaches, respectively.

This study employs a multiple respondent approach involving managers, employees and customers to collect data from 225 service shops in Hong Kong. Hierarchically moderated regression analysis is employed to analyze the collected data.

Contrary to our initial conceptualization, most of the direct effects and two-way interaction effects among the three constructs are insignificant. The authors do, however, uncover a significant effect of the three-way interaction term. The authors analyze the results from the configuration perspective.

The finding suggests that the configuration approach is necessary to determine the configuration concerning how design elements align with one another to generate an integrative effect on customer experience. The authors conclude that for high-contact services of the transient and high-uncertainty type, all three constructs must operate simultaneously to evoke favorable customer experience. Customer experience is holistically developed in a service system with high-uncertainty and transient nature, requiring simultaneous alignment across a range of design choices among those involved in service delivery (manager, employee and customer).

The purpose of this paper is to elucidate the emerging landscape of procurement analytics. This paper focuses on the following questions: what are the current and future state of procurement analytics?; what changes in the procurement process will be required to enable integration of analytical solutions?; and what future areas of research arise when considering the future state of procurement analytics?

This paper employs a qualitative approach that relies on three sources of information: executive interviews, a review of current and emerging technology platforms and a small survey of subject matter experts in the field.

The procurement analytics landscape developed in this research suggests that the authors will continue to see major shifts in the sourcing and supply chain technology environment in the next five years. However, there currently exists a low usage of advanced procurement analytics, and data integrity and quality issues are preventing significant advances in analytics. This study identifies the need for organizations to establish a coherent approach to collection and storage of trusted organizational data that build on internal sources of spend analysis and contract databases. In addition, current ad hoc approaches to capturing unstructured data must be replaced by a systematic data governance strategy. An important element for organizations in this evolution is managing change and the need to nourish an analytic culture.

While the majority of forward-looking research and reports merely project broad technological impact of cognitive analytics and big data, much of it does not provide specific insights into functional impacts such as the impact on procurement. The analysis of this study provides us with a clear view of the potential for business analytics and cognitive analytics to be employed in procurement processes, and contributes to development of related research topics for future study. In addition, this study suggests detailed implementation strategies of emerging procurement technologies, contributing to the existing body of the literature and industry reports.

Past studies have shown wide variation in the obesity rates of Asian American ethnic subgroups. However, whether weight-related behaviors that occur during acculturation are associated with obesity disparities among Asian American ethnic subgroups is unknown. This study examines the differences in body mass index (BMI) across Asian American ethnic subgroups and assesses how acculturation and weight-related behaviors influence these differences. The linear regression models employed in this study use data pools from 2011 to 2014 released by the California Health Interview Survey (CHIS). The sample comprises 3,248 foreign-born Asian Americans aged 18–59 years. Asian Americans who spoke fluent English had significantly lower BMIs than those who spoke poor English, but English fluency did not explain body size disparities among Asian American ethnic subgroups. Filipino Americans had the highest average BMI (25.89 kg/m²) and obesity rate (53.12%), and they were particularly prone to engage in unhealthy weight-related behaviors, such as consuming fast food, drinking soda, and engaging in sedentary lifestyles. However, weight-related behaviors did not explain their high risk of obesity compared to other Asian American ethnic subgroups. The results underscore the potential for misinterpretation when pan-ethnic labels, such as Asian American, collapse the unique experiences of different immigrant origin groups. Future research may investigate whether other factors that affect the acculturation process, such as attitudes, self-identity, beliefs, or experiences with racism and discrimination, explain obesity disparities among Asian American ethnic subgroups.

The governmental public health workforce provides essential public health services to communities from public health agencies operations at the local, state, and federal levels of government. The roles and duties of public health workers range from infectious disease tracking and control to healthy eating promotion to checking food service establishments for safety. Unfortunately, most of the time, the general public is unaware of, and unconcerned with, public health’s primary mission of disease prevention. This behind-the-scenes, service-oriented workforce has responded to the COVID-19 pandemic by working long hours, extra days, and ever-changing job roles, all while becoming targets of political attacks and enduring substantially elevated psychological distress and burnout. Though this workforce is not well enumerated, existing studies indicate that public health workers face higher anxiety, depression, post-traumatic stress disorder, and burnout than other frontline healthcare workers during the COVID-19 pandemic response. Several strategies have been suggested to address these vulnerabilities, including increasing the amount and stability of available funding, implementing organizational-level policies and programming to boost resilience, and providing individual-level social support, both instrumental and emotional, to protect against burnout and other psychological distresses.

The purpose of this paper is to describe different ways in which a buyer and supplier can be embedded in a dyadic relationship and how these differences influence patterns of inter-firm innovation activities and outcomes. Specifically, to address the relative paucity of theoretical work on how dyadic configurations influence parties’ joint innovation behavior, this study examines how different buyer-supplier embeddedness (BSE) configurations change the four choices that pertain to the levels of involvement buyers and suppliers exhibit in inter-firm innovation activities. These choices concern the processes buyers use to engage suppliers; the scope of efforts in each party; the locus of effects determining the beneficiaries; and the extent to which parties disclose private innovations within the relationship.

Drawing on social embeddedness literature, the authors conceptualize dyad level, BSE in two dimensions: relational and structural. The relational dimension describes the quality of relationship, while the structural dimension describes the intensity of exchanges between the parties. Together these dimensions allow the authors to map the differences in BSE configurations and provide a basis for exploring their links to inter-firm innovation patterns.

The authors demonstrate the configurational approach to the innovation patterns in inter-organizational setting. That is, the authors conclude that different configurations of BSE are likely to produce distinctive patterns of choices for inter-firm innovation activities.

This study applies social embeddedness perspective to conceptualize dyadic BSE. Adoption of this concept allows dimensionalizing the dyadic relationships into two distinct dyadic elements, relational, and structural dimensions. Also, the concept has rich implications for how partner firms interact and share information. The dyad’s innovation potential and patterns are considered based on the configurations of dyadic embeddedness.

The purpose of the article is to demonstrate how agency theory has been used to address the dynamics involved in supply chain management. It is also dedicated to suggesting an agenda for future research.

We performed an integrative literature review, based on the process detailed by Botelho et al. (2011), with search filters. The articles were obtained from the Scopus and Web of Science databases using the keywords “supply chain” and “agency theory”, with a subsequent analytical filter for “management”. The search initially identified 205 articles. After two screenings, 56 articles were selected for analysis.

Despite attempts to infer the importance of research on agency theory in supply chain management, its application to the discipline is scarce. Clearly, agency theory provides valuable insights into the relationships in the supply chain. In the studies analyzed, the dynamics of performance, risk, sustainability, dyadic and inter-firm relationships, and supplier management are predominant.

When considering unwanted behaviors throughout the supply chain, agency theory fills the explanatory gaps for these facts. It also proves to be a useful tool to answer mainly the dilemmas of underlying theories, such as transaction cost theory, resource-based view and network theory. Rare are the studies that examine the current state of the application of agency theory in the supply chain literature in the management field.