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The purpose of this conceptual paper is to describe how the affinity space concept has been used to frame learning via social media, and call for and discuss a refresh of the affinity space concept to accommodate changes in social media platforms and algorithms.

Guided by a sociocultural perspective, this paper reviews and discusses some ways the affinity space concept has been used to frame studies across various contexts, its benefits and disadvantages and how it has already evolved. It then calls for and describes a refresh of the affinity space concept.

Although conceptualized 20 years ago, the affinity space concept remains relevant to understanding social media use for learning. However, a refresh is needed to accommodate how platforms have changed, algorithms’ evolving role in social media participation and how these technologies influence users’ interactions and experiences. This paper offers three perspectives to expand the affinity space concept’s usefulness in an increasingly platformized and algorithmically mediated world.

This paper underscores the importance of algorithmic literacy for learners and educators, as well as regulations and guidance for social media platforms.

This conceptual paper revisits and updates a widely utilized conceptual framing with consideration for how social media platform design and algorithms impact interactions and shape user experiences.

This study aims to investigate how disclosures through different communication media were used by the Australian mining company Rio Tinto to manage its reputation after the Juukan Gorge Cave Blast.

Case study research was used with a focus on a single case, Rio Tinto and the Juukan Gorge incident. Data on sustainability disclosures were collected from Rio Tinto’s website, corporate reports and social media platforms (Facebook, X and LinkedIn) for the 2020 and 2021 periods. Gioia methodology was applied to analyse disclosure strategies and an extended Reputation Risk Management (RRM) framework was used as a conceptual lens.

The findings reveal a slow and inappropriate initial response from the company resulting in negative reputational consequences for the company’s senior executives. Although the company’s initial response was to avoid responsibility and mitigate offensiveness, it gradually accepted full responsibility and adopted reparation strategies such as corrective action, mortification and stakeholder engagement to rebuild its reputation. The temporal analysis suggests that Rio Tinto was “left behind” as a result of its initial response, limiting the effectiveness of its subsequent RRM strategies.

The findings of this study contribute to an improved understanding of communication strategies for managing a reputation crisis. The extended RRM framework developed in this study provides a comprehensive list of various disclosure strategies that can be used in future studies that analyse disclosure post an environmental or social incident.

The findings of the study provide insights into the effectiveness of different communication strategies when communicating to stakeholders with varied interests. This study highlights that the timing of the response is critical to restoring lost reputation and a slow response which emphasises financial stakeholders at the expense of the affected communities can be detrimental to RRM, no matter how well-intentioned subsequent strategies are.

This research focuses on a marginal stakeholder group, Indigenous people and communities. The findings offer insights to society into whether corporate strategies to manage a reputation crisis promote and support equity and inclusivity.

This study focuses on a community-based stakeholder, Indigenous groups, a context that has unique cultural intricacies and requires a transition beyond a corporate perspective on RRM.

This paper aims to explore the impact of fourth-party logistics (4PL) adoption on the agility, adaptability and alignment (AAA) capabilities within humanitarian supply chains (HSCs).

Semi-structured interviews with individuals from a large non-government organisation were combined with secondary data to assess the influence of 4PL adoption on AAA capabilities in HSCs.

The results indicate that HSCs exhibit some of the AAA antecedents but not all are fully realised. While 4PL positively affects the AAA capabilities of HSCs, its adoption faces challenges such as the funding environment, data security/confidentiality and alignment with humanitarian principles. The study suggests an AAA antecedent realignment, positioning alignment as a precursor to agility and adaptability. It also identifies three core antecedents in HSCs: flexibility, speed and environmental uncertainty.

The study shows the positive impact 4PL adoption can have on the AAA capabilities of HSCs. The findings have practical relevance for those wishing to optimise HSC performance through 4PL adoption, by identifying the inhibiting factors to its adoption as well as strategies to address them.

This research empirically explores 4PL’s impact on AAA capabilities in HSCs, highlighting the facilitating and hindering factors of 4PL adoption in this environment as well as endorsing a realignment of AAA antecedents. It also contributes to the growing research on SC operations in volatile settings.