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This chapter reviews the evidence on the role of physicians in shaping inequalities in access to and utilisation of healthcare. The authors examine three types of physician decisions that can influence inequalities in access and utilisation: location decisions, decisions to work in the public and/or private sector, and decisions or behaviours in the doctor–patient encounter. For each, the authors summarise the issues and empirical evidence on possible policies to help reduce inequalities in access. Future research to reduce inequalities should focus on changes to health systems that influence physician decisions, such as health insurance expansions, the public–private mix and financial incentives, as well as physician training and policies for a more diverse physician workforce.

Discourse concerning the most effective way for enterprises to offset environmental impacts is well established. While certain approaches like the Triple Bottom Line (TBL) have gained widespread acceptance, other initiatives like introducing the Carbon Tax in Australia have not been successful. This study examines the practical implementation of two environmental accounting models, the TBL and Carbon Tax, analysing their benefits and drawbacks and focusing on their application within the Australian accounting system. Using discourse and content analysis within two case studies of two different sectors – the banking sector (Westpac) and the manufacturing sector (BlueScope), this research contributes to the discourse concerning the implementation of such disclosures and how models such as the TBL and Carbon Tax initiative could be effectively used in practice. The results show that the implementation of the TBL was more widely adopted and seen as a positive factor in determining the company's environmental impact as viewed by investors. The Carbon Tax was initially adopted less frequently until modifications were made to allow for voluntary compliance. This was due to the misalignment of the cost of the tax with the financial priorities of each sector. Furthermore, the study suggests that a more comprehensive approach that leverages the strengths of both models to complement each other within an integrated framework may be the best solution for organisations seeking a more systemic approach to environmental disclosures and offsetting in their supply chain network.

Much of the existing research conducted on dynamic capabilities and the microfoundations of innovation has focused either on individual or organizational factors without considering mechanisms. This paper aims to address this “process” gap by developing an integrated conceptual framework based on individual, processual and structural microfoundations as well as the interaction between and among them with respect to innovation.

To understand the theoretical and empirical landscape in building our conceptual model, we conducted a content analysis of existing research microfoundations, dynamic capabilities and innovation. Using NVivo 12, we identified and examined the individual and organizational behavior microfoundations and their interplay to propose possible processual mechanisms. We framed these process mechanisms using the sensing, seizing and reconfiguring dynamic capabilities framework.

The study emphasizes certain microfoundations that facilitate innovation-dynamic capabilities at various organizational levels. It is posited that both formal and informal strategic intelligence processes, along with directed and undirected information research methods, constitute crucial microfoundations for identifying opportunities for innovation. For the internal capture and seizing of these opportunities, we assert that the diversity of individual internal networks and the mechanisms for social integration will prove to be critical. Furthermore, the paper suggests that reconfiguring microfoundations, specifically an organization’s flexible structure and the involvement of external directors with diverse experiences, are pivotal in spurring innovation.

We combine the microfoundations approach (individual, structural and processual) with the dynamic capabilities theory (sensing, seizing and reconfiguring) to offer an integrated conceptual framework underlying innovation’s dynamic capabilities. This sets us apart from existing research by both introducing processual aspects and their multilevel interactions.

This chapter reviews the econometric approaches typically used to deal with the spike of zeros when modelling non-negative outcomes such as expenditures, income, or consumption. Relying on the assumptions of selection on observables for evaluating a policy or treatment, this chapter discusses other issues that arise with spikes of zeros in the data, including the analyst's choice between full information versus quasi-likelihood methods, considering whether observed zeros are true or masking more complex behavioural decisions, and dealing with zeros that arise due to self-selection. This chapter ends with discussions of empirical strategies to deal with these behavioural assumptions and a brief review of the literature where such strategies were employed.

Artificial intelligence (AI) is transforming consumers' experiences and how firms identify, create, nurture and manage interactive marketing relationships. However, most marketers do not have a clear understanding of what AI is and how it may mutually benefit consumers and firms. In this paper, the authors conduct an extensive review of the marketing literature, develop an AI framework for understanding value co-creation in interactive buyer–seller marketing relationships, identify research gaps and offer a future research agenda.

The authors first conduct an extensive literature review in 16 top marketing journals on AI. Based on this review, an AI framework for understanding value co-creation in interactive buyer–seller marketing relationships was conceptualized.

The literature review led to a number of key research findings and summary areas: (1) an historical perspective, (2) definitions and boundaries of AI, (3) AI and interactive marketing, (4) relevant theories in the domain of interactive marketing and (5) synthesizing AI research based on antecedents to AI usage, interactive AI usage contexts and AI-enabled value co-creation outcomes.

This is one of the most extensive reviews of AI literature in marketing, including an evaluation of in excess or 300 conceptual and empirical research. Based on the findings, the authors offer a future research agenda, including a visual titled “What is AI in Interactive Marketing? AI design factors, AI core elements & interactive marketing AI usage contexts.”

The importance of humans to the successful delivery of construction projects has led to the emergence of research attention on construction workforce management. As such, this chapter uncovers emotional intelligence (EI) and the external environment as critical aspects of workforce management practices that have not gained substantial attention in past workforce management studies. While some theories and models (existing outside the construction domain) have considered the external environment, none of these models is specific to the construction industry. Furthermore, EI has received less attention within existing workforce management models. Through a review of related studies and theories, this chapter noted that the EI of construction workers and their senior management is crucial to the performance of these workers and the ultimate performance of their organisations. In the same vein, since construction organisations do not operate in silos, the external environment significantly influences the operations of organisations in the construction industry. The environment exact pressures that can influence workforce management practices and technological innovations construction organisations adopt.

This paper aims to provide a reference for the development of digital transformation from the perspective of manufacturing process links.

This paper applies canonical correlation analysis based on digital technology patents in the key links of manufacturing industries (product design, procurement, product manufacturing, warehousing and transportation, and wholesale and retail) and the related indicators of economic benefits of regions in China.

(1) The degree of digitalization of manufacturing process links is significantly correlated with economic benefits. (2) The improvement of the degree of digitalization in the “product design” link, the “warehousing and transportation” link, the “product manufacturing” link and the “wholesale and retail” link has significant impacts on the economic benefits of manufacturing industry. (3) The digital degree of the “procurement” link has no obvious influence on the economic benefits of manufacturing industry.

The research results can provide reference for the formulation and implementation of micro policies. The strategy of improving the level of digital transformation of key links of manufacturing industry is put forward to better promote both the digital transformation of manufacturing industry and economic development.

This paper innovatively studies the relationship between digitalization of manufacturing process links and economic benefits. The findings can provide theoretical and empirical support for the digital transformation of China's manufacturing industry and high-quality development of economy.

This study aims to explore relationships among supervisors’ socialization behaviors, newcomers’ socialization outcomes, organizational commitment, and work outcomes in three large companies in Korea.

The research was conducted via an online survey in three large firms in Korea. The sample comprised newcomers who had worked for more than six months but less than one year in these firms. The collected data were analyzed using descriptive statistics and structural equation modeling (SEM).

Derived from SEM, the study’s results confirmed a causal relationship between supervisor’s socialization behaviors and newcomer’s work outcomes, which was fully mediated by newcomer’s socialization outcomes. However, organizational commitment was observed as a mediating variable, not a moderating variable. All types of supervisors’ socialization behaviors were related to newcomers’ socialization outcomes. Providing appropriate feedback, supporting newcomers’ development and improving social relationships were most strongly related to newcomers’ socialization outcomes.

This study proposed a rationale for the potential effectiveness of supervisor socialization behavior training. Related variables such as supervisor training aspects and the effectiveness of supervisor training for newcomers’ organizational socialization could be examined further.

The study offers critical areas to consider when designing training programs focused on supervisors’ socialization behaviors. Human resource development practitioners should be aware of the importance of supervisors’ socialization behaviors for newcomers’ organizational socialization and develop a program to improve all types of supervisors’ socialization behaviors.

New areas of training and development for supervisors can be proposed to improve newcomer organizational socialization and, eventually, to enhance the work outcomes of newcomers.