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This paper aims to provide an elucidative and explanatory overview of decision-making theory that human resource management and development (HR) researchers and practitioners can use to explore the impact of heuristics and biases on organizational decisions, particularly within HR contexts.

This paper draws upon three theoretical resources anchored in decision-making research: the theory of bounded rationality, the heuristics and biases program, and cognitive-experiential self-theory (CEST). A selective narrative review approach was adopted to identify, translate, and contextualize research findings that provide immense applicability, connection, and significance to the field and study of HR.

The authors extract key insights from the theoretical resources surveyed and illustrate the linkages between HR and decision-making research, presenting a theoretical framework to guide future research endeavors.

Decades of decision-making research have been distilled into a digestible and accessible framework that offers both theoretical and practical implications.

Heuristics are mental shortcuts that facilitate quick decisions by simplifying complexity and reducing effort needed to solve problems. Heuristic strategies can yield favorable outcomes, especially amid time and information constraints. However, heuristics can also introduce systematic judgment errors known as biases. Biases are pervasive within organizational settings and can lead to disastrous decisions. This paper provides HR scholars and professionals with a balanced, nuanced, and integrative framework to better understand heuristics and biases and explore their organizational impact. To that end, a forward-looking and direction-setting research agenda is presented.

This study aims to propose a model that delineated the diffusion process of product-harm misinformation on social media. Drawing on theoretical insights from cue diagnosticity and corporate associations, the proposed model mapped out how consumers' information skepticism and perceived content credibility influence their perceived diagnosticity of the product-harm misinformation and corporate ability (CA) associations with the company being impacted, which in turn influenced their trust toward the company and negative word-of-mouth (NWOM) intention.

A survey was conducted with 504 US consumers to empirically test the proposed model. Following the survey, in-depth interviews were conducted with 11 communication professionals regarding the applicability of the model.

When exposed to product-harm misinformation on social media, consumers' perceived diagnosticity of misinformation was negatively impacted by their information skepticism and positively impacted by perceived content credibility of misinformation. Perceived diagnosticity of product-harm misinformation negatively impacted consumers' CA associations, which then led to decreased trust and increased NWOM intention. Findings from the interviews further supported the diffusion process and provided insights on strategies to combat product-harm misinformation. Strategies shared by the interviewees included preparedness and social listening, proactive outreach and building strong CA associations as preventative measures.

This study incorporates the theoretical frameworks of cue diagnosticity and corporate associations into the scholarship of misinformation and specifically addresses the unique diffusion process of product-harm misinformation on social media. This study provides insights and tangible recommendations for communication professionals to combat product-harm misinformation.

The conflict between institutionalism and neoclassicism in the 20th century has been investigated by scholars over the years. Many of them believe that in the postwar period, neoclassicism triumphed while institutionalism largely disappeared. The present chapter takes a very different view. The late 20th century represents a broad synthesis of neoclassical and institutional themes in a methodology we call pragmatic empiricism. That approach combines the mathematical model building and theoretical formalism of neoclassical economics with the institutional economist’s data-driven statistical analysis and concern for developing institutional forms. We use as a case study the history of American locational economics from the 1930s to the present. The mixing of institutional and neoclassical themes is quite evident in the work of three young scholars at Harvard who effectively initiated American locational economics. In the postwar period, we find a series of outstanding, well-published papers that capture the spirit of the “founders.” These papers do use more modeling, but they also focus on major institutional developments. A broader review of locational works is consistent with the pragmatic empiricism label. The history of locational economics supports the claim that institutionalism, far from disappearing, continues to provide fundamental questions and techniques for modern pragmatic empiricism.

Although grounded theory (GT) was introduced in 1967, GT remains widely misunderstood as scholars incorporate a limited spectrum of the GT techniques and fail to integrate GT's full potential into academic research. The purpose of this article is, therefore, to discuss divergences between four GT strategies and by doing so to provide criteria for making an informed choice between one GT approach or another.

The study offers a comparative analysis of four GT approaches by relying on a recently completed empirical work focused on the practice and perception of corporate social responsibility (CSR) in non-Western context conducted by the author.

As a result, the study outlines the main points of divergence between the four GT strategies and discusses how their differences impact the research outcomes, theoretical products and application of the proposed theories in organisational and management research.

As a result of the comparative analysis, the study will help researchers make an informed choice when selecting one GT approach or another.

The study demonstrates the potential of GT in organisational and management research by utilising a practical example of GT's implementation from a recently completed empirical study.

The purpose of this study was to investigate assortative mating processes inside Internet-dating-service settings. Unattached consumers traditionally sought to satisfy their need for love through conventional search processes, including old-fashioned match-making. That was then, this is now; dozens of internet-mediated dating websites promising romantic-love-matches currently operate internationally. These dating services cultivate dating-exchanges by offering new-fashioned match-making processes. Despite these trends, theoretical and practical questions related to how and why dating services marketers might induce superior romantic exchanges between customers by managing assortative mating processes remain unanswered until now.

A survey-based approach was used to test hypotheses. Pretests were conducted to develop reliable measures of assortative mating propensity. Seven subconstructs of assortative mating were identified by analyzing data from a representative sample. The measurement model was validated before hypotheses testing. The focal assortative mating construct was measured formatively; assortative mating subdimensions functioned as indicators. The model was tested by structural equation modeling.

Assortative mating processes facilitated superior preference-selection outcomes for individuals seeking consumer-to-consumer romantic relationships inside internet-mediated service settings. Insights were generated about how and why assortative mating processes exercised positive effects on consumers’ attitudes toward online dating and about how dating services marketers might leverage assortative mating tendencies to benefit consumers.

A novel concept was introduced to the services marketing literature, as were several theoretical implications. The study simultaneously measured consumers’ propensities to engage in assortative mating and captured the effects of various physical/behavioral consumer characteristics. This study develops new and practical insights about how dating service marketers could manage the effects of assortative mating processes.

Recent advancements in Artificial Intelligence (AI) and, at its core, Machine Learning (ML) offer opportunities for organizations to develop new or enhance existing capabilities. Despite the endless possibilities, organizations face operational challenges in harvesting the value of ML-based capabilities (MLbC), and current research has yet to explicate these challenges and theorize their remedies. To bridge the gap, this study explored the current practices to propose a systematic way of orchestrating MLbC development, which is an extension of ongoing digitalization of organizations.

Data were collected from Finland's Artificial Intelligence Accelerator (FAIA) and complemented by follow-up interviews with experts outside FAIA in Europe, China and the United States over four years. Data were analyzed through open coding, thematic analysis and cross-comparison to develop a comprehensive understanding of the MLbC development process.

The analysis identified the main components of MLbC development, its three phases (development, release and operation) and two major MLbC development challenges: Temporal Complexity and Context Sensitivity. The study then introduced Fostering Temporal Congruence and Cultivating Organizational Meta-learning as strategic practices addressing these challenges.

This study offers a better theoretical explanation for the MLbC development process beyond MLOps (Machine Learning Operations) and its hindrances. It also proposes a practical way to align ML-based applications with business needs while accounting for their structural limitations. Beyond the MLbC context, this study offers a strategic framework that can be adapted for different cases of digital transformation that include automation and augmentation of work.

The concept of interestingness has been investigated in several management disciplines but studies mobilizing such concept in supply chain management (SCM) to develop strategies for the field's advancement are relatively scarce. This research paper aims to investigate how SCM scholars rank attributes of interestingness and the strategies to harness interestingness in the field of SCM.

The authors adopt a mixed methods research design in which a survey on SCM researchers' ranking of interestingness' attributes and qualitative interviews with selected academics are conducted.

The findings highlight the importance given by SCM scholars to attributes such as rigor, relevance, novelty and communication and how they are interrelated. Also, other interestingness attributes are underlined by scholars during the qualitative interviews including inquisitiveness, engaging the reader, imaginativeness and entertainment. Furthermore, a research agenda to synthesize the propositions to develop interesting research is also proposed.

Interestingness attributes such as rigor, relevance and novelty are discussed. Recommendations for interesting research are suggested which can be useful to scholars and journal editors. The findings of this research are also relevant for practitioners for a better understanding of academic/practice relationships to develop high impact collaboration.

This paper is among the few studies that focus on interestingness in SCM research from the perspective of scholars. In doing so, the authors seek to contribute to the classic debate in SCM field about “relevance-rigour” duality by providing a broader outlook based on interestingness and proposing a research agenda for prospective studies in the field.

This study aims to examine the influence of collectivism, brand prestige and brand identification on green brand loyalty among Generation Z and older generation travellers in India. Loyal consumers are essential for the long-term success of hotels.

A single cross-sectional design is used in the study, with a total of 277 Generation Z and 299 Older generation travellers surveyed directly at three different tourist destinations in India. The PLS-SEM approach is used to analyse the data.

The study’s findings showed that among Generation Z travellers, factors such as collectivism, brand identification and brand prestige play a significant role in shaping green brand loyalty towards hotels. Furthermore, we noted that collectivism directly influences brand prestige and identification. Conversely, for the older generation, the study did not substantiate the impacts of collectivism on green brand loyalty nor the relationship between brand identification and green brand loyalty.

This study uniquely contributes to the literature by revealing generational differences in the influence of collectivism and brand factors on green brand loyalty within the Indian hotel industry.

本研究探讨了集体主义、品牌声望和品牌认同对印度 Z 世代和老一代旅行者绿色品牌忠诚度的影响。 忠诚的消费者对于酒店的长期成功至关重要。

该研究采用单一横断面设计, 直接在印度三个不同的旅游目的地对总共 277 名 Z 世代和 299 名老一代旅行者进行了调查。 PLS-SEM 方法用于分析数据。

研究结果表明, 在 Z 世代旅行者中, 集体主义、品牌认同和品牌声望等因素在塑造酒店绿色品牌忠诚度方面发挥着重要作用。 此外, 我们注意到集体主义直接影响品牌声誉和认同。 相反, 对于老一代人来说, 该研究没有证实集体主义对绿色品牌忠诚度的影响, 也没有证实品牌认同与绿色品牌忠诚度之间的关系。

这项研究揭示了集体主义和品牌因素对印度酒店业绿色品牌忠诚度影响的代际差异, 对文献做出了独特的贡献。

Este estudio examina la influencia del colectivismo, el prestigio de la marca y la identificación de la marca en la lealtad a la marca ecológica entre la Generación Z y los viajeros de la generación anterior en la India. Los consumidores leales son esenciales para el éxito a largo plazo de los hoteles.

En el estudio se utiliza un diseño transversal único, con un total de 277 viajeros de la Generación Z y 299 de la Generación Mayor fueron encuestados directamente en tres destinos turísticos diferentes en la India. El enfoque PLS-SEM se utiliza para analizar los datos.

Los hallazgos del estudio mostraron que entre los viajeros de la Generación Z, factores como el colectivismo, la identificación de marca y el prestigio de la marca juegan un papel importante en la configuración de la lealtad hacia las marcas ecológicas hacia los hoteles. Además, observamos que el colectivismo influye directamente en el prestigio y la identificación de la marca. Por el contrario, para la generación mayor, el estudio no corroboró los impactos del colectivismo en la lealtad a la marca verde, ni la relación entre la identificación de marca y la lealtad a la marca verde.

Este estudio contribuye de manera única a la literatura al revelar diferencias generacionales en la influencia del colectivismo y los factores de marca en la lealtad a las marcas ecológicas dentro de la industria hotelera india.

Despite the considerable increase in research on entrepreneurship education, few studies examine the role of entrepreneurship educators. Similarly, most frameworks from entrepreneurship education recognize the educator’s importance in facilitating instruction and assessment, but the factors influencing the educator role are not well understood. According to the identity theory, personal factors including self-efficacy, job satisfaction and personal values influence the perspective of self, significance and anticipations that an individual in this role associates with it, determining their planning and actions. The stronger the role identity the more likely entrepreneurship educators will be in effectively developing their entrepreneurial skills as well as the overall learning experience of their students. The objective of this study is to pinpoint the factors that affect entrepreneurial role identity.

Drawing upon the identity theory, this study developed a theoretical framework and carried out an empirical investigation involving a survey of 289 entrepreneurship educators across the globe. Structural equation modeling (SEM) technique was applied to analyze and explore the factors that impact the identity of the educators in their role as entrepreneurship teachers.

The findings show that the role identity of entrepreneurship educators is significantly influenced by their self-efficacy, job satisfaction and personal values. Among these factors, self-efficacy and job satisfaction have the most significant impacts on how educators perceive their role. The implications of these results and directions for future research are also discussed.

The novelty of the current study is derived from its conceptualization of the antecedents of role perception among entrepreneurship educators. This study stands out as one of the earliest attempts to investigate the factors that shape an individual’s scene of self and professional identity as an entrepreneurship educator. The significance of comprehending the antecedents of role perception lies in the insights it can offer into how educators undertake and execute their role, and consequently, their effectiveness in teaching entrepreneurship.

This study aims to explore how the top 50 Australian companies are disclosing their commitment to addressing the sustainable development goals (SDGs) formulated by the United Nations (UN) in 2015. By investigating the nature and substantiveness of SDG reporting, this study provides exploratory evidence on how companies are taking the initial steps to addressing the SDGs.

A content analysis of SDG disclosures by the top 50 Australian companies was undertaken. This content analysis was guided by the KPMG (2018) SDG disclosure framework. Legitimacy theory was used to interpret the findings, establishing whether such disclosure was substantive or symbolic.

This study reports a moderate level of SDG disclosure among Australian companies. The top five most critical SDGs in Australian context are climate action, gender equality, decent work and economic growth, responsible consumption and production and industry, innovation and infrastructure. The findings also highlight that while the focus of Australian companies is on understanding and prioritizing SDGs, the measurement of SDGs performance needs to increase.

This study adds to limited literature on the corporate responses to SDGs by establishing how companies, especially in Australia, are addressing these goals through changes to their reporting systems, thereby communicating their strategic intent in relation to addressing these goals. A focus on symbolic legitimation through SDG disclosure by the Australian companies in this study reaffirms the findings of similar studies and suggests a need for more substantive SDG management and disclosure if these goals are to be adequately addressed by the corporate sector.

The findings of this study provide insights into the current practices and future prospects of corporate responses to SDGs. Policy implications could arise in relation to possible approaches for disclosing social and environmental information and the paper argues for a potential need for regulation of non-financial reporting.

This study contributes to the limited understanding of the corporate response to an urgent sustainability call made by the UN by providing evidence on how Australian companies are embedding, measuring and reporting the SDGs. The research goes beyond a descriptive analysis of SDG disclosure and assesses whether such disclosure is substantive or symbolic.