<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.1d1 20130915//EN" "http://jats.nlm.nih.gov/publishing/1.1d1/JATS-journalpublishing1.dtd">
<article xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:mml="http://www.w3.org/1998/Math/MathML" article-type="research-article" xml:lang="en">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">SAJIP</journal-id>
<journal-title-group>
<journal-title>SA Journal of Industrial Psychology</journal-title>
</journal-title-group>
<issn pub-type="ppub">0258-5200</issn>
<issn pub-type="epub">2071-0763</issn>
<publisher>
<publisher-name>AOSIS</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">SAJIP-50-2170</article-id>
<article-id pub-id-type="doi">10.4102/sajip.v50i0.2170</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Original Research</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Factors influencing followers&#x2019; perceptions of the effectiveness of their leaders&#x2019; apologies</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">https://orcid.org/0009-0009-2835-7873</contrib-id>
<name>
<surname>Coustas</surname>
<given-names>Claudia</given-names>
</name>
<xref ref-type="aff" rid="AF0001">1</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-6038-047X</contrib-id>
<name>
<surname>Price</surname>
<given-names>Gavin</given-names>
</name>
<xref ref-type="aff" rid="AF0002">2</xref>
</contrib>
<aff id="AF0001"><label>1</label>Gordon Institute of Business Science, University of Pretoria, Johannesburg, South Africa</aff>
<aff id="AF0002"><label>2</label>Department of Academics, Faculty of Leadership, Gordon Institute of Business Science, University of Pretoria, Johannesburg, South Africa</aff>
</contrib-group>
<author-notes>
<corresp id="cor1"><bold>Corresponding author:</bold> Gavin Price, <email xlink:href="priceg@gibs.co.za">priceg@gibs.co.za</email></corresp>
</author-notes>
<pub-date pub-type="epub"><day>28</day><month>06</month><year>2024</year></pub-date>
<pub-date pub-type="collection"><year>2024</year></pub-date>
<volume>50</volume>
<elocation-id>2170</elocation-id>
<history>
<date date-type="received"><day>05</day><month>12</month><year>2023</year></date>
<date date-type="accepted"><day>16</day><month>05</month><year>2024</year></date>
</history>
<permissions>
<copyright-statement>&#x00A9; 2024. The Authors</copyright-statement>
<copyright-year>2024</copyright-year>
<license license-type="open-access" xlink:href="https://creativecommons.org/licenses/by/4.0/">
<license-p>Licensee: AOSIS. This work is licensed under the Creative Commons Attribution License.</license-p>
</license>
</permissions>
<abstract>
<sec id="st1">
<title>Orientation</title>
<p>Given the prevalence of apologies, it is crucial to consider how followers perceive the effectiveness of a leader&#x2019;s apology.</p>
</sec>
<sec id="st2">
<title>Research purpose</title>
<p>This article conducts an empirical study on the factors that influence followers&#x2019; perceptions of their leaders&#x2019; apologies, following leaders&#x2019; wrongdoing.</p>
</sec>
<sec id="st3">
<title>Motivation for the study</title>
<p>This article maps the elements of an effective leader&#x2019;s apology, as well as identifies the situational moderators of such apologies, which can help equip and empower leaders when they need to apologise.</p>
</sec>
<sec id="st4">
<title>Research approach/design and method</title>
<p>A total of 311 questionnaires, completed by followers from South Africa and around the world, were quantitatively analysed for the study. After conducting an exploratory factor analysis, a path model was developed, and partial least squares structural equation modelling was conducted.</p>
</sec>
<sec id="st5">
<title>Main findings</title>
<p>The quality of leaders&#x2019; apology content, the promptness of the apology, the perception of justice it evokes and the delivery channel all have a significant positive relationship with both the degree to which followers perceive the apology as authentic and the quality of the leader&#x2013;follower relationship (LFR) after the apology. These relationships are moderated by followers&#x2019; perceptions of leader transgression preventability. The LFR quality prior to the transgression moderates the relationship between leader apology content, promptness, fairness and delivery channel on post LFR.</p>
</sec>
<sec id="st6">
<title>Practical/managerial implications</title>
<p>The study provides guidance on what leaders should include when formulating a quality apology, especially when followers perceive the wrongdoing as preventable. The study cautions against overreliance on LFRs prior to the wrongdoing.</p>
</sec>
<sec id="st7">
<title>Contribution/value-add</title>
<p>This study aims to fill an existing gap in empirical research on leaders&#x2019; apologies.</p>
</sec>
</abstract>
<kwd-group>
<kwd>leader apology</kwd>
<kwd>relationship repair strategy</kwd>
<kwd>justice</kwd>
<kwd>leader-member exchange</kwd>
<kwd>accountability</kwd>
<kwd>fairness</kwd>
</kwd-group>
<funding-group>
<funding-statement><bold>Funding information</bold> This research received no specific grant from any funding agency in the public, commercial or not-for-profit sectors.</funding-statement>
</funding-group>
</article-meta>
</front>
<body>
<sec id="s0001">
<title>Introduction</title>
<sec id="s20002">
<title>Orientation</title>
<p>Zoodsma and Schaafsma&#x2019;s (<xref ref-type="bibr" rid="CIT0038">2022</xref>) research revealed an upward trend in the instances of political apologies rendered by countries in the 20 years leading up to their study. On an organisational level, Wang et al. (<xref ref-type="bibr" rid="CIT0037">2023</xref>) speak of the contemporary prevalence of &#x2018;apology culture&#x2019; (p. 2).</p>
<p>Corporate apologies rendered in the recent past include PricewaterhouseCoopers (PwC) Australia and Volkswagen. PricewaterhouseCoopers Australia communicated confidential information as to upcoming taxation changes to clients (Foley, <xref ref-type="bibr" rid="CIT0008">2023</xref>). Volkswagen&#x2019;s vehicle emissions figures proved much higher than those advertised by the company (Associated Press, <xref ref-type="bibr" rid="CIT0001">2016</xref>; Sillars, <xref ref-type="bibr" rid="CIT0027">2022</xref>). Bain and Company and the South African Revenue Services published apologies for their involvement in what has been termed &#x2018;State Capture&#x2019; in South Africa (SA), as revealed in the findings of the Zondo Commission (Laurence, <xref ref-type="bibr" rid="CIT0019">2022</xref>; SARS, <xref ref-type="bibr" rid="CIT0029">2022</xref>).</p>
<p>Research within the field of corporate crisis communication is growing and considers the impact of the formulation and rendering of corporate apologies on company stakeholders to manage public image and relations (for example, see Bentley &#x0026; Ma, <xref ref-type="bibr" rid="CIT0003">2020</xref>). Studies such as Shao et al. (<xref ref-type="bibr" rid="CIT0026">2022</xref>) have considered factors influencing the perception of a good corporate apology and the impact of a good apology on organisational performance and other indicators.</p>
<p>On an interpersonal level, what has been coined &#x2018;cancel culture&#x2019; has regained prominence in contemporary times, with individuals and organisations reportedly being cancelled for offensive actions that have been publicised (Bies et al., <xref ref-type="bibr" rid="CIT0004">2021</xref>). Leaders&#x2019; apologies to their followers constitute an instance of an apology on an interpersonal level. Researchers such as Epitropaki et al. (<xref ref-type="bibr" rid="CIT0007">2020</xref>), Kahkonen et al. (<xref ref-type="bibr" rid="CIT0016">2021</xref>) and Sharma et al. (<xref ref-type="bibr" rid="CIT0025">2023</xref>) have conducted comprehensive literature reviews in the field of leaders&#x2019; apologies. While their syntheses (and Epitropaki et al.&#x2019;s [<xref ref-type="bibr" rid="CIT0007">2020</xref>] proposed framework) remain untested in their entirety, empirical studies have considered the relationships among variables encompassed by these models. Wang et al. (<xref ref-type="bibr" rid="CIT0037">2023</xref>), Grover et al. (<xref ref-type="bibr" rid="CIT0010">2019</xref>) and Hetrick et al. (<xref ref-type="bibr" rid="CIT0014">2021</xref>) have investigated the relationship between leaders&#x2019; apologies and follower trust, transgression severity and intentionality and follower attributions for unintentional transgressions.</p>
<p>Consideration of what constitutes an effective apology and the factors influencing the perception of the same potentially assists leaders in empathising with those receiving their apologies and considering relevant factors in apology formulation, thereby better equipping leaders to render effective apologies.</p>
<p>In sum, the objective of the present study is to inform an empirically tested model to explain the factors affecting followers&#x2019; perceptions of the effectiveness of their leaders&#x2019; apologies. The boundaries of the study need to be defined. Firstly, the focus of the present study is on one group of stakeholders, namely followers (employees). Secondly, the study focusses on an interpersonal level, on leader (manager) apologies &#x2013; or apologies rendered by a leader to one or more followers internal to the organisation. Thirdly, the efficacy of leaders&#x2019; apologies is considered from the perspective of followers as one particular group of stakeholders.</p>
</sec>
<sec id="s20003">
<title>Research purpose and objectives</title>
<p>The purpose of the study is to investigate factors influencing followers&#x2019; perception of the effectiveness of leaders&#x2019; apologies. The quality of the leader&#x2019;s apology, which includes the leader&#x2019;s (cognitive, affective and conative) apology content, the promptness of the apology and the delivery channel through which it is delivered, serves as an independent variable. Followers&#x2019; perception is operationalised in two dependent variables, namely firstly, their perception of an apology&#x2019;s authenticity and secondly, their relationship with their leader post-wrongdoing and apology. A final dependent variable to be considered is followers&#x2019; perception of the fairness of the apology, which is defined as the extent to which the apology is viewed as evidencing distributive, procedural and interactional justice. The moderating variables that are considered include, firstly, the leader-follower relationship (LFR) prior to the wrongdoing, and secondly, the type of transgression. The latter is defined as either intentional or preventable.</p>
</sec>
<sec id="s20004">
<title>Literature review</title>
<p>Sverdrup and Stensaker (<xref ref-type="bibr" rid="CIT0032">2018</xref>) highlighted that there are two main strands of apology research. In the first, researchers focus on apologies between individuals. In the second apology research strand, namely corporate apologies, researchers focus on apologies on an organisational level, considering groups of stakeholders. The present article falls within the first of these two strands.</p>
<p>Based on a literature review, Epitropaki et al. (<xref ref-type="bibr" rid="CIT0007">2020</xref>) have proposed a leader transgression and subsequent relationship repair framework on an individual level. Their framework is comprehensive, including firstly, pre-transgression aspects such as the characteristics of the leader, of the follower and of the relationship between the two. Secondly, characteristics of the transgression itself are considered, as well as the individual&#x2019;s cognitive and emotional evaluations of the same and of the impact on the LFR. Finally, post-transgression factors come into play, including relationship repair strategies. Epitropaki et al.&#x2019;s (<xref ref-type="bibr" rid="CIT0007">2020</xref>) study has not been empirically tested and does not clearly specify the elements of a leader&#x2019;s apology.</p>
<p>In the realm of corporate apologies, Shao et al. (<xref ref-type="bibr" rid="CIT0026">2022</xref>) developed a holistic corporate apology framework, by qualitatively analysing 40 corporate apology statements in conjunction with an analysis of existing corporate apology literature. The framework these authors developed is presented (exactly as it is presented in the original article) in <xref ref-type="fig" rid="F0001">Figure 1</xref>.</p>
<fig id="F0001">
<label>FIGURE 1</label>
<caption><p>Conceptual framework of corporate apologies.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="SAJIP-50-2170-g001.tif"/>
</fig>
<p>Shao et al.&#x2019;s (<xref ref-type="bibr" rid="CIT0026">2022</xref>) framework has not been empirically tested, and the latter framework focussed on corporate apologies rather than on leaders&#x2019; apologies. These authors&#x2019; framework included various stakeholders and was not specific to the impact of apologies on followers.</p>
<p>The following aspects of Shao et al.&#x2019;s (<xref ref-type="bibr" rid="CIT0026">2022</xref>) framework featured in the development of the questionnaire used for the current study: leader apology elements (LAE), authenticity, fairness (both seen from the perspective of the follower) and transgression type. The prior firm reputation was replaced by the prior LFR. Apology tradeoff, firm performance and spokesperson components were deemed not to be of relevance to leaders&#x2019; apologies.</p>
<p>Given that there is no empirically tested, comprehensive model to explain the impact of leaders&#x2019; apologies on followers, the question is posed, within the proposed research: can elements of Shao et al.&#x2019;s (<xref ref-type="bibr" rid="CIT0026">2022</xref>) framework be adapted and applied to leaders&#x2019; apologies in organisations?</p>
<p>The initial intention of the research was to test a model including 14 variables within Shao et al.&#x2019;s (<xref ref-type="bibr" rid="CIT0026">2022</xref>) framework, in the context of followers&#x2019; perceptions of leaders&#x2019; apologies in organisations. However, as will be unpacked with regard to methodology, the resultant measurement model limited the extent to which this was possible and determined which variables could be studied. These include LAEs, fairness, authenticity, prior and post-LFRs and transgression type.</p>
<sec id="s30005">
<title>Leader apology elements</title>
<p>Each of the content, timing and delivery channels has been elaborated upon here. Shao et al. (<xref ref-type="bibr" rid="CIT0026">2022</xref>) differentiated among four types of apologies based on their content: incomplete, double-speak, full and extended. These four types are differentiated by the extent to which each focusses on one or more of the following kinds of content: cognitive (the expression of understanding of the nature and impact of harm caused, acknowledgement of wrongdoing), affective (the expression of emotions including regret, empathy or remorse) and conative content (reference to preventative actions or remediation).</p>
<p>The timing of an apology refers to the time elapsed between the occurrence of the wrongdoing and the apology being offered (Shao et al., <xref ref-type="bibr" rid="CIT0026">2022</xref>). Based on their literature review, Sharma et al. (<xref ref-type="bibr" rid="CIT0025">2023</xref>) found that the passage of time post-wrongdoing in which no repair activity took place could have either a positive impact on trust repair (because the pain of the wrongdoing is dulled by time passing) or a negative impact on trust repair (by reducing the perception of procedural fairness).</p>
<p>With regard to delivery channels, Shao et al. (<xref ref-type="bibr" rid="CIT0026">2022</xref>) differentiated between an apology delivered on a public versus a private platform. As applied to leaders&#x2019; apologies, a public apology would be one rendered on a publicly observable platform, be that in person in front of an audience or on a written or recorded platform such as social media to which others in addition to the aggrieved had access. A private apology would be given by the leader only to the aggrieved (Shao et al., <xref ref-type="bibr" rid="CIT0026">2022</xref>).</p>
</sec>
<sec id="s30006">
<title>Fairness</title>
<p>An apology perceived to be fair is one evaluated to communicate the leader&#x2019;s empathy with the aggrieved in a timely and transparent manner (Shao et al., <xref ref-type="bibr" rid="CIT0026">2022</xref>). The concept of fairness as conceptualised by Shao et al. (<xref ref-type="bibr" rid="CIT0026">2022</xref>) draws on the constructs of distributive, procedural and interactional justice.</p>
<p>Interactional justice refers to the extent to which the aggrieved individual feels that justice has been served in the interpersonal interaction during which the wrongdoing was addressed. Procedural justice, on the other hand, refers to the extent to which the aggrieved individual perceives the procedure followed to address the wrongdoing to be fair (Javornik et al., <xref ref-type="bibr" rid="CIT0015">2020</xref>). Distributive justice is the extent to which the aggrieved perceived a resolution to have &#x2018;offset the loss&#x2019; or harm experienced (Javornik et al., <xref ref-type="bibr" rid="CIT0015">2020</xref>, p. 103). In Shao et al.&#x2019;s (<xref ref-type="bibr" rid="CIT0026">2022</xref>) model, adjusted as explained in the introduction to the &#x2018;Literature review&#x2019; section, LAEs serve as an independent variable, while fairness remains a dependent variable. The following hypothesis has been formulated:</p>
<disp-quote>
<p><bold>H1:</bold> There is a significant positive relationship between followers&#x2019; perception of leader apology elements and their perception of fairness.</p>
</disp-quote>
</sec>
<sec id="s30007">
<title>Authenticity</title>
<p>Authentic leadership is defined by Kleynhans et al. (<xref ref-type="bibr" rid="CIT0017">2021</xref>) as evidencing self-awareness (of strengths and developmental areas) and contextual awareness yet also self-regulation across contexts and as making unbiased and integrally moral decisions. Thus, it could be said that authentic leaders consistently evidence who they are (which includes a strong moral character) with no preference for persons or situations.</p>
<p>Similarly, authenticity can be defined as the &#x2018;degree to which the apology is [perceived to be] sincere and genuine&#x2019; (Shao et al., <xref ref-type="bibr" rid="CIT0026">2022</xref>, p. 3434) or true to who the leader is. Bies et al. (<xref ref-type="bibr" rid="CIT0004">2021</xref>) included sincerity in their definition of remorse, and the latter also included an apology. Mu and Bobocel (<xref ref-type="bibr" rid="CIT0021">2019</xref>) found that transgressors&#x2019; fear of sanctions served as a motive for transgressors&#x2019; apologies. In the latter study, fear of sanctions referred to either fear of the responses of those who were aggrieved, or of organisational sanctions, in the absence of an apology. Shao et al.&#x2019;s (<xref ref-type="bibr" rid="CIT0026">2022</xref>) authenticity construct could be aligned with Mu and Bobocel&#x2019;s (<xref ref-type="bibr" rid="CIT0021">2019</xref>) fear of sanctions because it is possible that an apology perceived to have been rendered out of fear of sanctions such as disciplinary action or negative publicity would be perceived to be inauthentic, which would in turn impact on the perceived quality of leader apology:</p>
<disp-quote>
<p><bold>H2:</bold> There is a significant positive relationship between followers&#x2019; perception of leader apology elements and their perception of authenticity.</p>
</disp-quote>
</sec>
<sec id="s30008">
<title>Prior and post leader&#x2013;follower relationship</title>
<p>In the present study, both prior and post LFR variables were operationalised as the quality of leader&#x2013;member exchange (LMX) relationship. Lower-quality LMX relationships are those perceived by followers to be based on formal grounds such as a contract of employment. A high-quality LMX relationship is one in which the follower perceives the relationship to be based on &#x2018;trust, support, and mutual understanding&#x2019; (Wang et al., <xref ref-type="bibr" rid="CIT0036">2021</xref>, p. 353). Leader&#x2013;member exchange is therefore a measure of the quality of the LFR over time (Troster &#x0026; Van Quaquebeke, <xref ref-type="bibr" rid="CIT0033">2021</xref>).</p>
<p>In the related field of integrity studies, Van Niekerk and May (<xref ref-type="bibr" rid="CIT0035">2019</xref>) qualitatively explored the application of their integrity framework (Van Niekerk &#x0026; May, <xref ref-type="bibr" rid="CIT0034">2012</xref>) that included the leader&#x2013;follower exchange relationship as a variable. In their studies, they highlighted leaders&#x2019; responsibility to understand the impact they could have on the leader&#x2013;follower exchange relationship. Specifically, leaders can impact perceptions of differences in integrity between leaders and followers and the resultant investment in time required to align integrity in the relationship on followers&#x2019; perceptions of values and norms entailed in integral leadership of others and on their feeling empowered to lead with integrity.</p>
<p>Post LFR (the relationship post the wrongdoing and apology) was selected as a dependent variable. Basford et al. (<xref ref-type="bibr" rid="CIT0002">2014</xref>) found effective leaders&#x2019; apologies to be associated with higher quality LMX relationships.</p>
<disp-quote>
<p><bold>H3:</bold> There is a significant positive relationship between followers&#x2019; perception of Leader apology elements and Post leader&#x2013;follower relationship.</p>
</disp-quote>
<p>Prior LFR was selected to replace prior leader reputation as a moderating variable in the study. Collins et al. (<xref ref-type="bibr" rid="CIT0005">2023</xref>) recommended that future research into crises that are internal to the organisation and intentional on behalf of leaders considers the impact of the prior LMX relationship quality on a follower&#x2019;s response to a leader&#x2019;s transgression.</p>
<p>Epitropaki et al. (<xref ref-type="bibr" rid="CIT0007">2020</xref>) listed the quality of the LFR prior to the wrongdoing as a likely boundary condition to the relationship repair process. Radulovic et al. (<xref ref-type="bibr" rid="CIT0023">2019</xref>) found that high-quality LMX relationships resulted in greater follower forgiveness and through the latter, to higher levels of follower job satisfaction and well-being. Olekalns et al. (<xref ref-type="bibr" rid="CIT0022">2020</xref>) found that while a high-quality relationship (not necessarily limited to LMX) can be a positive factor in the subsequent repair of a damaged relationship, it could also be a hindrance: persons in the relationship feel a greater sense of betrayal following the damage to the relationship precisely because it was not expected in the context of the high-quality relationship. Thus, it is possible that higher quality LFRs could moderate the follower&#x2019;s perception of the quality of the leader&#x2019;s apology in either direction:</p>
<disp-quote>
<p><bold>H4:</bold> The relationship between followers&#x2019; perception of leader apology elements and fairness is moderated by prior leader&#x2013;follower relationship.</p>
<p><bold>H5:</bold> The relationship between followers&#x2019; perception of leader apology elements and authenticity is moderated by prior leader&#x2013;follower relationship.</p>
<p><bold>H6:</bold> The relationship between followers&#x2019; perception of leader apology elements and post leader&#x2013;follower relationship is moderated by prior leader&#x2013;follower relationship.</p>
</disp-quote>
</sec>
<sec id="s30009">
<title>Transgression type</title>
<p>Transgression type is determined firstly by whether the cause for the transgression was situated within or outside the leader&#x2019;s control and secondly by whether the transgression was accidental or preventable (Shao et al., <xref ref-type="bibr" rid="CIT0026">2022</xref>). Shao et al.&#x2019;s (<xref ref-type="bibr" rid="CIT0026">2022</xref>) classification of transgression type overlaps with Coombs and Holladay&#x2019;s (<xref ref-type="bibr" rid="CIT0006">1996</xref>) crisis typology in which crises are classified along two dimensions: firstly, intentional-unintentional (on the part of leadership) and secondly, internal-external (to the organisation). In their interdisciplinary literature review of crisis leadership studies, Collins et al. (<xref ref-type="bibr" rid="CIT0005">2023</xref>) found leaders&#x2019; apologies to be a common leader behaviour or style for crises that were both internal to the organisation and either intentional or unintentional on the part of the leader or leadership. A classification of transgression type along these dimensions draws on attribution theory &#x2013; in other words, the type of transgression is categorised according to its cause (Martinko &#x0026; Mackey, <xref ref-type="bibr" rid="CIT0020">2019</xref>).</p>
<p>Sharma et al. (<xref ref-type="bibr" rid="CIT0025">2023</xref>) found that transgression-based factors such as the nature of the wrongdoing influenced the effectiveness of apologies. Grover et al. (<xref ref-type="bibr" rid="CIT0010">2019</xref>) found transgression severity moderated the relationship between apology quality and forgiveness. Grover et al.&#x2019;s (<xref ref-type="bibr" rid="CIT0010">2019</xref>) definition of apology quality is aligned with Shao et al.&#x2019;s (<xref ref-type="bibr" rid="CIT0026">2022</xref>) apology elements.</p>
<disp-quote>
<p><bold>H7:</bold> The relationship between followers&#x2019; perception of Leader apology elements and fairness is moderated by the Transgression type.</p>
<p><bold>H8:</bold> The relationship between followers&#x2019; perception of Leader apology elements and authenticity is moderated by the Transgression type.</p>
<p><bold>H9:</bold> The relationship between followers&#x2019; perception of Leader apology elements and Post leader&#x2013;follower relationship is moderated by the transgression type.</p>
</disp-quote>
</sec>
<sec id="s30010">
<title>Leader apology conceptual framework</title>
<p>In summary, LAEs serve as the independent variable in the study and are comprised of the content of the leader&#x2019;s apology, its timing and delivery method. Three independent variables are utilised: fairness, authenticity and post LFR. The effects of two moderating variables are investigated: Prior LFR and Transgression type. The variables to be studied and hypotheses stated above are presented in a conceptual framework in <xref ref-type="fig" rid="F0002">Figure 2</xref>.</p>
<fig id="F0002">
<label>FIGURE 2</label>
<caption><p>Conceptual framework for the study.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="SAJIP-50-2170-g002.tif"/>
</fig>
</sec>
</sec>
</sec>
<sec id="s0011">
<title>Research design</title>
<sec id="s20012">
<title>Research approach</title>
<p>A cross-sectional survey design was utilised as a change in followers&#x2019; perceptions of their leaders&#x2019; apologies over time was not being assessed. The research design was quantitative, consistent with the objective of examining causal relationships among variables.</p>
</sec>
<sec id="s20013">
<title>Population and sampling strategy</title>
<p>The research population was comprised of all individuals who are working in an organisation. Non-probability sampling was used. The questionnaire was distributed via LinkedIn and WhatsApp, via SurveyCircle&#x2122; (<xref ref-type="bibr" rid="CIT0030">2023</xref>) in particular and also SurveySwap&#x2122; (Ringle et al., <xref ref-type="bibr" rid="CIT0024">2022</xref>). SurveyCircleTM is a moderated platform with built-in checks to ensure participants do not complete too quickly. The questionnaire was also distributed to the researchers&#x2019; network, and via fellow students and colleagues to request volunteers to be part of the study. Volunteers were also requested to forward the same to their contacts.</p>
</sec>
<sec id="s20014">
<title>Research participants</title>
<p>A total of 486 responses, the final sample comprised 311 respondents who responded &#x2018;yes&#x2019; to the filtering question, &#x2018;My leader (past or present) committed a wrongdoing or caused harm (could be major, or relatively minor), towards me&#x2019;. South Africans made up 50.20&#x0025; of the sample, with the remainder hailing from over 50 other nationalities. Women comprised most of the sample (61.10&#x0025;). The sample consisted of 49.50&#x0025; white people, 22.50&#x0025; black people, 19.60&#x0025; Asian people, 4.80&#x0025; mixed race people and 3.50&#x0025; Other. Most of the respondents were between 35 years and 44 years of age (34.40&#x0025;), while 28.60&#x0025; were aged 25 years&#x2013;34, 17.00&#x0025; between 45 years and 54 years of age, 15.10&#x0025; between 18 years and 24 years of age and 4.80&#x0025; were 55 years of age or older. Most (37.00&#x0025;) were in middle or senior management, 21.90&#x0025; were Specialists, 14.80&#x0025; in Executive positions, 13.20&#x0025; in Administrative positions and 6.40&#x0025; in Other positions. Out of the total number, 73.60&#x0025; held postgraduate qualifications, while 1.30&#x0025; did not have a matriculation or school-leaving qualification. For at least half of the sample that is South African, this qualification demographic is very high and therefore potentially a skewed sub-sample.</p>
</sec>
<sec id="s20015">
<title>Measuring instrument</title>
<p>To assess the independent variable, LAEs, as well as two of the dependent variables (fairness and authenticity), new items were constructed by the authors. The same five items from Radulovic et al.&#x2019;s (<xref ref-type="bibr" rid="CIT0023">2019</xref>) seven-item LMX scale were used to assess the remaining dependent variable, post LFR and the moderating variable, prior LFR, Radulovic et al.&#x2019;s (<xref ref-type="bibr" rid="CIT0023">2019</xref>) original scale spoke to a hypothetical scenario; therefore, items were edited such that they were no longer scenario specific. Items assessing prior LFRs were prefaced, &#x2018;[<italic>before</italic>] the wrongdoing or harm I experienced&#x2019;, while post LFRs were prefaced, &#x2018;[<italic>following</italic>] my leader&#x2019;s apology (or, in the absence of one, following the process post-wrongdoing)&#x2019;. Again, for the second moderating variable, Transgression type, new items were constructed by the authors. Questions were edited to take into account feedback received from pilot study participants. The final questionnaire is provided in <xref ref-type="table" rid="T0006">Table 6</xref> at the end of this article. In addition to the filtering question mentioned under the &#x2018;Research participants&#x2019; section, two more filtering questions were added. The first (Q2) checked whether or not participants were fulltime employees. However, this requirement was removed early on in the data collection phase to broaden the sample base, and while the question was included, a &#x2018;yes&#x2019; was not required to continue through the questionnaire. The second (Q3) filtering question ascertained how long ago the wrongdoing occurred in order to account for possible effects of the passage of time on memory. Six questions (Questions a&#x2013;f) were included to collect demographic information concerning the sample gathered (sex, nationality, qualification level, job level, age and ethnicity). This was done in order to provide a detailed description of the eventual sample while still maintaining respondent anonymity. The questionnaire was pretested by three people, followed by slight edits to enhance user-friendliness and logical flow.</p>
</sec>
<sec id="s20016">
<title>Statistical analysis</title>
<p>Responses were exported to Microsoft<sup>&#x00AE;</sup> Excel<sup>&#x00AE;</sup> Version 16.77.1 and imported into both IBM<sup>&#x00AE;</sup> SPSS<sup>&#x00AE;</sup> Version 28.0.1.0 and SmartPLS&#x2122; 4 (Ringle et al., <xref ref-type="bibr" rid="CIT0024">2022</xref>). Descriptive statistical techniques and exploratory factor analysis (EFA) were conducted, along with partial least squares structural equation modelling (PLS-SEM).</p>
<sec id="s30017">
<title>Distributional assumptions</title>
<p>While PLS-SEM is non-parametric and therefore does not assume normally distributed data, it is not unaffected by outliers (Hair et al., <xref ref-type="bibr" rid="CIT0012">2021</xref>). For all Likert-scale items, skewness ranged between -2 and 2, within the acceptable range defined by Hair et al. (<xref ref-type="bibr" rid="CIT0011">2022</xref>). For most items, kurtosis was also within the acceptable range between -2 and 2 (Hair et al., <xref ref-type="bibr" rid="CIT0012">2021</xref>), except Q2 (5.94), a binary item not included in the PLS-SEM and omitted from the analysis, Q10, (3.06) and Nationality (-2.01), the latter a categorical variable also not included in the PLS-SEM.</p>
</sec>
<sec id="s30018">
<title>Exploratory factor analysis</title>
<p>Following a principal component analysis and Oblimin rotation, a five-factor solution emerged. The suitability of the data was assessed using the Kaiser&#x2013;Meyer&#x2013;Olkin measure of sampling adequacy, which yielded a result of 0.922 (&#x003E; 0.6) and Bartlett&#x2019;s test of sphericity, yielding a chi-square of 5838.089 (<italic>p</italic> &#x003C; 0.001). Factor 1 included most LAEs (no differential loadings among content, timing and delivery method), fairness (F) and one question from each of accountability and authenticity. These elements were retained as part of Factor 1. Prior LFR loaded on Factor 2, Post LFR on Factor 3, Transgression type on Factor 4 and the remaining authenticity items on Factor 5, these factors were therefore each named as per the elements that loaded on each. The five-factor solution explained 67.182&#x0025; of the common variance. Albeit the eigenvalue of the first factor proved much higher than that of successive factors&#x2019;, all eigenvalues exceeded 1 (see <xref ref-type="table" rid="T0001">Table 1</xref>).</p>
<table-wrap id="T0001">
<label>TABLE 1</label>
<caption><p>Exploratory factor analysis results.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Factor</th>
<th valign="top" align="center">Eigenvalue</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">LAE and F</td>
<td align="center">10.424</td>
</tr>
<tr>
<td align="left">Prior LFR</td>
<td align="center">3.860</td>
</tr>
<tr>
<td align="left">Post LFR</td>
<td align="center">1.700</td>
</tr>
<tr>
<td align="left">Transgression type</td>
<td align="center">1.524</td>
</tr>
<tr>
<td align="left">Authenticity</td>
<td align="center">1.303</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>LAE, leader apology elements; F, fairness; LFR, leader&#x2013;follower relationship.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>The following variables (and their corresponding items) were dropped from the measurement model as they were not reflected in the EFA (and were therefore not included in the &#x2018;Literature review&#x2019; section), thereby enhancing the construct validity of the measurement model: Transgression criticality (Q12&#x2013;Q15) and Format richness. Q21 was not included owing to low anti-image correlations. Q29 and Q30 were excluded as their bivariate correlations were not significant, and they did not load on the five-factor model. Q17 also did not load on any resultant factors. Q39 could not be included as it resulted in qualitative data.</p>
<p>All remaining items were loaded on one factor each (there was no evidence of item cross-loadings), with factor loadings in excess of 0.630, with the exception of Q32 with a loading of 0.503 on Factor 1. Item communalities exceeded 0.504, with the exception of Q22 with a commonality of 0.391.</p>
<p>Thus, while the initial measurement model included 14 variables and 15 hypotheses and sought to confirm an adapted version of Shao et al.&#x2019;s (<xref ref-type="bibr" rid="CIT0026">2022</xref>) theoretical model, the model was adapted to reflect the five-factor model revealed in the EFA, with the nine hypotheses outlined in the &#x2018;Literature review&#x2019; section. Among the remaining hypotheses, H<sub>1</sub>, H<sub>4</sub> and H<sub>7</sub> were eliminated as Leader apology elements and fairness had been conflated into a single factor. The pattern matrix and Cronbach alpha coefficients are included in Online Appendix 1 and Online Appendix 2, respectively. As some hypotheses fell away, and LAEs and fairness were conflated as a result of the EFA, the hypotheses to be tested have been restated in <xref ref-type="table" rid="T0002">Table 2</xref>.</p>
<table-wrap id="T0002">
<label>TABLE 2</label>
<caption><p>List of hypotheses to be tested.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Number</th>
<th valign="top" align="left">Statement of hypothesis</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">H<sub>1</sub></td>
<td align="left">There is a significant positive relationship between followers&#x2019; perception of leader apology elements and their perception of fairness.</td>
</tr>
<tr>
<td align="left">H<sub>2</sub></td>
<td align="left">There is a significant positive relationship between followers&#x2019; perception of leader apology elements and fairness and their perception of authenticity.</td>
</tr>
<tr>
<td align="left">H<sub>3</sub></td>
<td align="left">There is a significant positive relationship between followers&#x2019; perception of leader apology elements and fairness and post leader&#x2013;follower relationship.</td>
</tr>
<tr>
<td align="left">H<sub>4</sub></td>
<td align="left">(No longer applicable).</td>
</tr>
<tr>
<td align="left">H<sub>5</sub></td>
<td align="left">The relationship between followers&#x2019; perception of Leader apology elements and fairness and authenticity is moderated by prior leader&#x2013;follower relationship.</td>
</tr>
<tr>
<td align="left">H<sub>6</sub></td>
<td align="left">The relationship between followers&#x2019; perception of Leader apology elements and fairness and post leader&#x2013;follower relationship is moderated by prior leader&#x2013;follower relationship.</td>
</tr>
<tr>
<td align="left">H<sub>7</sub></td>
<td align="left">The relationship between followers&#x2019; perception of Leader apology elements and fairness is moderated by the transgression type.</td>
</tr>
<tr>
<td align="left">H<sub>8</sub></td>
<td align="left">The relationship between followers&#x2019; perception of Leader apology elements and fairness and authenticity is moderated by the Transgression type.</td>
</tr>
<tr>
<td align="left">H<sub>9</sub></td>
<td align="left">The relationship between followers&#x2019; perception of leader apology elements and fairness and post leader&#x2013;follower relationship is moderated by the Transgression type.</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>Note: H1 and H7 is no longer applicable.</p></fn>
<fn><p>H, hypothesis.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s30019">
<title>Partial least squares structural equation modelling measurement model</title>
<p>All latent variables were reflectively measured. The latent variable correlation matrix is shown in <xref ref-type="table" rid="T0003">Table 3</xref>. Measures of reliability and validity were compared with Hair et al.&#x2019;s (<xref ref-type="bibr" rid="CIT0013">2019</xref>) rules of thumb to assess the acceptability of the measurement model.</p>
<table-wrap id="T0003">
<label>TABLE 3</label>
<caption><p>Latent variable correlation matrix.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Latent variables</th>
<th valign="top" align="center">Authenticity</th>
<th valign="top" align="center">LAE and F</th>
<th valign="top" align="center">Post LFR</th>
<th valign="top" align="center">Prior LFR</th>
<th valign="top" align="center">Transgression type</th>
<th valign="top" align="center">Prior LFR &#x00D7; LAE and F</th>
<th valign="top" align="center">Transgression type &#x00D7; LAE and F</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Authenticity</td>
<td align="center">1.000</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">LAE and F</td>
<td align="center">0.535</td>
<td align="center">1.000</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="left"></td>
</tr>
<tr>
<td align="left">Post LFR</td>
<td align="center">0.315</td>
<td align="center">0.703</td>
<td align="center">1.000</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Prior LFR</td>
<td align="center">&#x2212;0.044</td>
<td align="center">0.179</td>
<td align="center">0.349</td>
<td align="center">1.000</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Transgression type</td>
<td align="center">0.317</td>
<td align="center">0.548</td>
<td align="center">0.417</td>
<td align="center">&#x2212;0.008</td>
<td align="center">1.000</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Prior LFR &#x00D7; LAE and F</td>
<td align="center">0.210</td>
<td align="center">0.251</td>
<td align="center">0.243</td>
<td align="center">&#x2212;0.108</td>
<td align="center">0.110</td>
<td align="center">1.000</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Transgression type &#x00D7; LAE and F</td>
<td align="center">0.033</td>
<td align="center">0.359</td>
<td align="center">0.147</td>
<td align="center">0.103</td>
<td align="center">0.140</td>
<td align="center">0.315</td>
<td align="center">1.000</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>LAE, leader apology elements; F, fairness; LFR, leader&#x2013;follower relationship.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>Most outer loadings exceeded 0.500, except Q22&#x2019;s loading of 0.492. Q22 was retained, because loadings exceeded 0.700 per latent variable overall. Reliability was acceptable as Cronbach alpha coefficients (&#x03B1;) all exceeded 0.700, and composite reliability (rho_c) exceeded 0.700. It should, however, be noted that the Cronbach alpha coefficient of leader apology effectiveness and fairness exceeded 0.900, as did its composite reliability, indicating possible indicator redundancy, which could impact content validity. The average variance extracted (AVE) exceeded 0.550 except for Transgression type: 0.453, because of Q11 (0.539). Q11 was not removed from the model as doing so would have lowered the AVE. Overall, therefore convergent validity was deemed acceptable. Full reliability and descriptive statistics are provided in <xref ref-type="table" rid="T0004">Table 4</xref>.</p>
<table-wrap id="T0004">
<label>TABLE 4</label>
<caption><p>Latent variable reliability and validity.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Latent variables</th>
<th valign="top" align="center">Mean</th>
<th valign="top" align="center">Median</th>
<th valign="top" align="center">s.d.</th>
<th valign="top" align="center">&#x03B1;</th>
<th valign="top" align="center">rho_a</th>
<th valign="top" align="center">rho_c</th>
<th valign="top" align="center">AVE</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Authenticity</td>
<td align="center">3.203</td>
<td align="center">3.000</td>
<td align="center">3.285</td>
<td align="center">0.861</td>
<td align="center">0.864</td>
<td align="center">0.862</td>
<td align="center">0.758</td>
</tr>
<tr>
<td align="left">LAE and F</td>
<td align="center">22.630</td>
<td align="center">19.000</td>
<td align="center">11.213</td>
<td align="center">0.934</td>
<td align="center">0.943</td>
<td align="center">0.935</td>
<td align="center">0.550</td>
</tr>
<tr>
<td align="left">Post LFR</td>
<td align="center">11.447</td>
<td align="center">11.000</td>
<td align="center">5.136</td>
<td align="center">0.911</td>
<td align="center">0.917</td>
<td align="center">0.910</td>
<td align="center">0.671</td>
</tr>
<tr>
<td align="left">Prior LFR</td>
<td align="center">17.129</td>
<td align="center">18.000</td>
<td align="center">5.193</td>
<td align="center">0.908</td>
<td align="center">0.915</td>
<td align="center">0.906</td>
<td align="center">0.662</td>
</tr>
<tr>
<td align="left">Transgression type</td>
<td align="center">6.434</td>
<td align="center">6.000</td>
<td align="center">3.323</td>
<td align="center">0.714</td>
<td align="center">0.725</td>
<td align="center">0.709</td>
<td align="center">0.453</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>LAE, leader apology elements; F, fairness; LFR, leader&#x2013;follower relationship; AVE, average variance extracted; s.d., standard deviation.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>Overall, the discriminant validity of the measurement model was acceptable. The Fornell&#x2013;Larcker criterion was good, except for the cross-correlations on post LFR and LAEs and fairness: ~ 0.300 among Qs 35&#x2013;38 and 0.000 between Qs 32&#x2013;33 and Qs 22&#x2013;25. These items were retained, because the heterotrait-monotrait (HTMT) ratio values were &#x003C; 0.850, below the 0.900 threshold value.</p>
</sec>
<sec id="s30020">
<title>Partial least squares structural equation modelling structural model assessment</title>
<p>Collinearity was not evident, as all variance inflation factor (VIF) values were &#x003C; 3. The endogenous variable, post LFR, had moderate variance explanatory power (0.585 unadjusted), while Authenticity&#x2019;s explanatory power was weak (0.343 unadjusted) (Kock, <xref ref-type="bibr" rid="CIT0018">2015</xref>).</p>
<p>The PLS Predict analysis revealed positive <italic>Q</italic><sup>2</sup> predict scores; thus at an indicator level, the model had good predictive power overall. Q26 (RMSE 1.625 &#x003C; MAE 1.320) and Q27 (RMSE 1.489 &#x003C; MAE 1.187) were not strong predictors of authenticity, however. At a latent variable level, the <italic>Q</italic><sup>2</sup> predicted scores of authenticity (0.244) and post LFR (0.475) were positive; thus the inner model had good predictive power (Gaskin, <xref ref-type="bibr" rid="CIT0009">2022</xref>).</p>
<p>Chi-square values exceeded 5. The normed fit index (NFI) value was 0.802, lower than the requisite 0.900. Thus, model fit was achieved (SmartPLS GmbH, <xref ref-type="bibr" rid="CIT0028">2023</xref>). The final PLS-SEM structural model is shown in <xref ref-type="fig" rid="F0003">Figure 3</xref>.</p>
<fig id="F0003">
<label>FIGURE 3</label>
<caption><p>Final partial least squares structural equation modelling showing <italic>R</italic><sup>2</sup> and b values.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="SAJIP-50-2170-g003.tif"/>
</fig>
</sec>
</sec>
<sec id="s20021">
<title>Ethical considerations</title>
<p>Written ethical approval was obtained from the Ethics Committee of the University of Pretoria&#x2019;s Gordon Institute of Business Science (GIBS), prior to questionnaire distribution. Questionnaire responses were gathered anonymously. The first page of the questionnaire consisted of an informed consent clause, and respondents were informed that their completion of the questionnaire would be taken to indicate that they granted their informed consent for their responses to be utilised.</p>
</sec>
</sec>
<sec id="s0022">
<title>Results</title>
<p>Bootstrapping was conducted to establish levels of significance (Hair et al., <xref ref-type="bibr" rid="CIT0013">2019</xref>). Leader apology elements and fairness were positively related to authenticity (<italic>t</italic> = 7.787; <italic>p</italic> = 0.000), lending support to H<sub>2</sub>. H<sub>3</sub> was also supported, as a positive relationship was found between LAEs and fairness and post LFR (<italic>t</italic> = 9.859; <italic>p</italic> = 0.000).</p>
<p>The moderating effect of prior LFR on the relationship between LAEs and fairness, on the one hand, and authenticity, on the other, was not significant at the <italic>p</italic> = 0.05 level (<italic>t</italic> = 1.843) and H<sub>5</sub> is not supported. Prior LFR had a significant positive moderating effect on the relationship between LAEs and fairness and post LFR (<italic>t</italic> = 3.075; <italic>p</italic> = 0.002). H<sub>6</sub> was thus supported. Transgression type was also found to positively moderate the relationships between LAEs and fairness and each of authenticity (<italic>t</italic> = 2.982; <italic>p</italic> = 0.003) and post LFR (<italic>t</italic> = 2.801; <italic>p</italic> = 0.005); thus H<sub>8</sub> and H<sub>9</sub> are supported.</p>
<p>The <italic>f</italic>-square values reveal large effect sizes for H<sub>2</sub> (0.317) and H<sub>3</sub> (0.554) and small effect sizes for H<sub>6</sub>, H<sub>8</sub> and H<sub>9</sub>. Results are summarised against the hypotheses in <xref ref-type="table" rid="T0005">Table 5</xref>.</p>
<table-wrap id="T0005">
<label>TABLE 5</label>
<caption><p>Latent variable reliability and validity.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Hypotheses</th>
<th valign="top" align="center"><italic>t</italic></th>
<th valign="top" align="center"><italic>p</italic></th>
<th valign="top" align="left">Supported?</th>
<th valign="top" align="center"><italic>f</italic>-square</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">H<sub>1</sub></td>
<td align="center">-</td>
<td align="center">-</td>
<td align="left">Fell away</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">H<sub>2</sub></td>
<td align="center">7.787</td>
<td align="center">0.000</td>
<td align="left">Yes</td>
<td align="center">0.317</td>
</tr>
<tr>
<td align="left">H<sub>3</sub></td>
<td align="center">9.859</td>
<td align="center">0.000</td>
<td align="left">Yes</td>
<td align="center">0.554</td>
</tr>
<tr>
<td align="left">H<sub>4</sub></td>
<td align="center">-</td>
<td align="center">-</td>
<td align="left">Fell away</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">H<sub>5</sub></td>
<td align="center">1.483</td>
<td align="center">0.050</td>
<td align="left">No</td>
<td align="center">0.016</td>
</tr>
<tr>
<td align="left">H<sub>6</sub></td>
<td align="center">3.075</td>
<td align="center">0.002</td>
<td align="left">Yes</td>
<td align="center">0.051</td>
</tr>
<tr>
<td align="left">H<sub>7</sub></td>
<td align="center">-</td>
<td align="center">-</td>
<td align="left">Fell away</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">H<sub>8</sub></td>
<td align="center">2.982</td>
<td align="center">0.003</td>
<td align="left">Yes</td>
<td align="center">0.052</td>
</tr>
<tr>
<td align="left">H<sub>9</sub></td>
<td align="center">2.801</td>
<td align="center">0.005</td>
<td align="left">Yes</td>
<td align="center">0.055</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>H, hypothesis.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>A closer look at <xref ref-type="table" rid="T0004">Table 4</xref> reveals that the mean of post LFR is lower than that of Prior LFR. Using a dependent samples <italic>t</italic>-test, this difference proved significant (<italic>t</italic> = 16.611, <italic>p</italic> &#x003C; 0.001). Thus, although there is a relationship between LAEs and fairness and post LFR, respondents&#x2019; perceptions of their relationship with their leader declined post wrongdoing and apology.</p>
</sec>
<sec id="s0023">
<title>Discussion</title>
<p>The purpose of the study was to empirically assess factors influencing followers&#x2019; perceptions of the effectiveness of their leaders&#x2019; apologies, following their leaders&#x2019; wrongdoings or transgressions.</p>
<sec id="s20024">
<title>Outline of the results</title>
<p>Because H<sub>2</sub> was accepted, the quality of the content of the leader&#x2019;s apology, its timing in relation to the wrongdoing, the channel via which it is communicated (public or private) and the degree to which the apology enhances the follower&#x2019;s perceptions of distributive, procedural and interactional justice is likely to have a positive effect on to the extent to which the follower perceives the leader&#x2019;s apology to be sincere and genuine in nature.</p>
<table-wrap id="T0006">
<label>TABLE 6</label>
<caption><p>Survey questions.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">No.</th>
<th valign="top" align="left">Questions</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left"></td>
<td align="left"><bold>Section A: Demographic questions</bold></td>
</tr>
<tr>
<td align="left">a</td>
<td align="left">Your nationality:</td>
</tr>
<tr>
<td align="left">b</td>
<td align="left">Your age category:</td>
</tr>
<tr>
<td align="left">c</td>
<td align="left">Your sex:</td>
</tr>
<tr>
<td align="left">d</td>
<td align="left">Your ethnic group:</td>
</tr>
<tr>
<td align="left">e</td>
<td align="left">Your job level:</td>
</tr>
<tr>
<td align="left">f</td>
<td align="left">Your highest education level completed:</td>
</tr>
<tr>
<td align="left"></td>
<td align="left"><bold>Section B: Filtering questions</bold></td>
</tr>
<tr>
<td align="left">1</td>
<td align="left">My leader (past or present) committed a wrongdoing or caused harm (could be major or relatively minor), towards me</td>
</tr>
<tr>
<td align="left">2</td>
<td align="left">The wrongdoing or harm my leader caused me, occurred while I was a full-time employee (removed as an inclusion criterion, albeit the question was included)</td>
</tr>
<tr>
<td align="left">3</td>
<td align="left">How long ago did the wrongdoing or harm occur?</td>
</tr>
<tr>
<td align="left"></td>
<td align="left"><bold>Section C: Leader apology questions</bold></td>
</tr>
<tr>
<td align="left"></td>
<td align="left"><italic>Prior leader&#x2013;follower relationship:</italic></td>
</tr>
<tr>
<td align="left"></td>
<td align="left">&#x2003;Before the wrongdoing or harm I experienced, happened:</td>
</tr>
<tr>
<td align="left">4</td>
<td align="left">&#x2003;&#x2003;I characterised my relationship with my leader as very good</td>
</tr>
<tr>
<td align="left">5</td>
<td align="left">&#x2003;&#x2003;I believed I knew how satisfied my leader was with me</td>
</tr>
<tr>
<td align="left">6</td>
<td align="left">&#x2003;&#x2003;I felt that my leader recognised my potential</td>
</tr>
<tr>
<td align="left">7</td>
<td align="left">&#x2003;&#x2003;I had enough confidence in my leader that I would defend and justify my leader&#x2019;s decision to others</td>
</tr>
<tr>
<td align="left">8</td>
<td align="left">&#x2003;&#x2003;I believed that my leader understood my problems and needs</td>
</tr>
<tr>
<td align="left"></td>
<td align="left"><italic>Transgression type:</italic></td>
</tr>
<tr>
<td align="left">9</td>
<td align="left">&#x2003;&#x2003;I believe that my leader intended the action that caused me harm</td>
</tr>
<tr>
<td align="left">10</td>
<td align="left">&#x2003;&#x2003;I believe that my leader could have prevented the harm or wrongdoing that occurred</td>
</tr>
<tr>
<td align="left">11</td>
<td align="left">&#x2003;The harm I experienced was my leader&#x2019;s fault</td>
</tr>
<tr>
<td align="left">12</td>
<td align="left">&#x2003;The harm I experienced and the consequences of the wrongdoing are permanent and unchangeable</td>
</tr>
<tr>
<td align="left"></td>
<td align="left"><italic>Transgression criticality:</italic></td>
</tr>
<tr>
<td align="left">13</td>
<td align="left">&#x2003;&#x2003;I would rate the severity of my leader&#x2019;s wrongdoing, as follows:</td>
</tr>
<tr>
<td align="left">14</td>
<td align="left">&#x2003;&#x2003;My leader received negative reactions from others, as a result of the wrongdoing or harm he or she caused me</td>
</tr>
<tr>
<td align="left">15</td>
<td align="left">&#x2003;&#x2003;My leader received positive reactions from others, as a result of the wrongdoing or harm he or she caused me</td>
</tr>
<tr>
<td align="left">16</td>
<td align="left">&#x2003;&#x2003;My leader satisfactorily acknowledged the occurrence of the wrongdoing or harm</td>
</tr>
<tr>
<td align="left"></td>
<td align="left"><italic>Leader apology elements:</italic></td>
</tr>
<tr>
<td align="left"></td>
<td align="left">&#x2003;<italic>Content:</italic></td>
</tr>
<tr>
<td align="left">17</td>
<td align="left">&#x2003;&#x2003;My leader did not communicate that he or she understood the nature of the harm he or she caused</td>
</tr>
<tr>
<td align="left">18</td>
<td align="left">&#x2003;&#x2003;My leader communicated an understanding of the impact of the harm done to me</td>
</tr>
<tr>
<td align="left">19</td>
<td align="left">&#x2003;&#x2003;My leader expressed empathy and concern, following the harm he or she committed towards me</td>
</tr>
<tr>
<td align="left">20</td>
<td align="left">&#x2003;&#x2003;My leader showed or expressed that he or she regretted the wrongdoing I suffered</td>
</tr>
<tr>
<td align="left">21</td>
<td align="left">&#x2003;&#x2003;My leader did not provide a plan of action to ensure the problem would be prevented from occurring again</td>
</tr>
<tr>
<td align="left">22</td>
<td align="left">&#x2003;&#x2003;My leader offered a form of compensation for the harm that was done</td>
</tr>
<tr>
<td align="left"></td>
<td align="left"><italic>Timing:</italic></td>
</tr>
<tr>
<td align="left">23</td>
<td align="left">&#x2003;&#x2003;My leader apologised timeously for the harm done</td>
</tr>
<tr>
<td align="left"></td>
<td align="left">&#x2003;&#x2003;<italic>Original channel:</italic></td>
</tr>
<tr>
<td align="left">24</td>
<td align="left">&#x2003;&#x2003;My leader apologised in public, with witnesses</td>
</tr>
<tr>
<td align="left"></td>
<td align="left"><italic>Authenticity:</italic></td>
</tr>
<tr>
<td align="left">25</td>
<td align="left">&#x2003;&#x2003;I perceived my leader&#x2019;s apology to be sincere</td>
</tr>
<tr>
<td align="left">26</td>
<td align="left">&#x2003;&#x2003;My leader apologised to avoid negative consequences (negative publicity or disciplinary action)</td>
</tr>
<tr>
<td align="left">27</td>
<td align="left">&#x2003;&#x2003;My leader had to be prompted to apologise</td>
</tr>
<tr>
<td align="left"></td>
<td align="left"><italic>Accountability:</italic></td>
</tr>
<tr>
<td align="left">28</td>
<td align="left">&#x2003;&#x2003;My leader took full responsibility for the harm or wrongdoing</td>
</tr>
<tr>
<td align="left">29</td>
<td align="left">&#x2003;&#x2003;My leader claimed the wrongdoing was not his or her fault</td>
</tr>
<tr>
<td align="left">30</td>
<td align="left">&#x2003;&#x2003;My leader offered an explanation or excuse for why the wrongdoing was not his/her fault</td>
</tr>
<tr>
<td align="left"></td>
<td align="left"><italic>Fairness:</italic></td>
</tr>
<tr>
<td align="left">31</td>
<td align="left">&#x2003;&#x2003;My leader&#x2019;s apology was sufficient for the harm or wrongdoing committed</td>
</tr>
<tr>
<td align="left">32</td>
<td align="left">&#x2003;&#x2003;I experienced the process my leader followed after the wrongdoing as fair</td>
</tr>
<tr>
<td align="left">33</td>
<td align="left">&#x2003;&#x2003;I experienced the conversations I needed to have with my leader post-wrongdoing as fair</td>
</tr>
<tr>
<td align="left"></td>
<td align="left"><italic>Post leader&#x2013;follower relationship:</italic></td>
</tr>
<tr>
<td align="left"></td>
<td align="left">&#x2003;&#x2003;Following my leader&#x2019;s apology (or, in the absence of one, following the process post-wrongdoing):</td>
</tr>
<tr>
<td align="left">34</td>
<td align="left">&#x2003;&#x2003;I characterised my relationship with my leader as good</td>
</tr>
<tr>
<td align="left">35</td>
<td align="left">&#x2003;&#x2003;I knew how satisfied my leader was with me</td>
</tr>
<tr>
<td align="left">36</td>
<td align="left">&#x2003;&#x2003;I felt that my leader recognised my potential</td>
</tr>
<tr>
<td align="left">37</td>
<td align="left">&#x2003;&#x2003;I had enough confidence in my leader that I would defend and justify my leader&#x2019;s decision to others</td>
</tr>
<tr>
<td align="left">38</td>
<td align="left">&#x2003;&#x2003;I believed that my leader understood my problems and needs</td>
</tr>
<tr>
<td align="left"></td>
<td align="left">Leader apology elements:</td>
</tr>
<tr>
<td align="left"></td>
<td align="left">&#x2003;<italic>Format:</italic></td>
</tr>
<tr>
<td align="left">39</td>
<td align="left">&#x2003;&#x2003;My leader apologised on one or more of the following platforms: In writing (Email or paper); On Whatsapp or similar chat platform; In person; Telephonically, voice call or video call; By voice recording or video recording; On Social media; Other (please specify)</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>The quality of the contents, timing, channel of the leader&#x2019;s apology and the extent to which it enhances perceptions of fairness are together likely to enhance the quality of the LFR after the apology has taken place, given that support was found for H<sub>3</sub> in the current study. Because no support was found for H<sub>5</sub>, the quality of the LFR prior to both the leader&#x2019;s wrongdoing and apology is unlikely to either dampen or enhance the relationship between LAEs including fairness, and the extent to which the apology is perceived to be authentic. Similarly, as H<sub>6</sub> was not supported, the relationship prior to both the leader&#x2019;s wrongdoing and apology is not likely to impact on the relationship between followers&#x2019; perception of LAEs and their relationship with their leader post-wrongdoing and apology.</p>
<p>The extent to which the follower perceives the wrongdoing to have been accidental and not preventable on the part of the leader enhances the relationship between the quality of the apology elements and the follower&#x2019;s perception of the authenticity of the apology (H<sub>8</sub>). Also, the more leaders&#x2019; transgressions are viewed as accidental and not preventable by followers, the more positive the relationship between elements of leaders&#x2019; apologies and post LFR (H<sub>9</sub>).</p>
</sec>
<sec id="s20025">
<title>Practical implications</title>
<p>The findings contribute both to leader apology andto LMX research. The results confirm Sharma et al.&#x2019;s (<xref ref-type="bibr" rid="CIT0025">2023</xref>) finding that the nature of leaders&#x2019; wrongdoing can influence the extent to which apologies are effective. Basford et al.&#x2019;s (<xref ref-type="bibr" rid="CIT0002">2014</xref>) finding that effective leaders&#x2019; apologies to be associated with higher quality LMX relationships are also confirmed by the present study.</p>
<p>Epitropaki et al. (<xref ref-type="bibr" rid="CIT0007">2020</xref>) asserted that the quality of the LMX relationship could serve as a boundary condition for relationship repair, and Radulovic et al. (<xref ref-type="bibr" rid="CIT0023">2019</xref>) found that high-quality LMX relationships could enhance relationship repair post-wrongdoing. In support of these authors&#x2019; studies, the current study found that the quality of the LMX relationship prior to the wrongdoing moderated the impact of the quality of the LAEs on the LMX relationship post-wrongdoing (and, if relevant, apology). Epitropaki et al.&#x2019;s (<xref ref-type="bibr" rid="CIT0007">2020</xref>) and Radulovic et al.&#x2019;s (<xref ref-type="bibr" rid="CIT0023">2019</xref>) findings are not fully supported by the current study; however, the quality of the LMX relationship prior to the wrongdoing was not found to moderate the impact of the apology elements on its perceived authenticity. While high-quality LMX relationships may serve as a boundary condition to relationship repair, they may not serve as one to followers&#x2019; perceptions of leader apology authenticity.</p>
<p>Managers and supervisors, in their capacity as leaders, are therefore cautioned to work on the quality of their apology in terms of its content, its promptness and the channel via which it is delivered. Managers should not assume that the strength of their relationship with their followers will enhance the extent to which followers are convinced of leaders&#x2019; apologies&#x2019; authenticity. Extra care should be taken should their followers perceive the leaders&#x2019; wrongdoing to have been preventable.</p>
<p>Leaders&#x2019; proactively working on the quality of their relationships with their followers is likely to protect (and possibly enhance) those relationships, if a leader commits a wrongdoing and has to apologise, provided the quality of the elements of the apology is perceived to be comprehensive, prompt and fair in nature. Again, should followers perceive a transgression to have been accidental or as not preventable on the part of the leader, this is likely to enhance the impact of the quality of the elements of the leader&#x2019;s apology on the LFR post-apology.</p>
<p>Leaders should take the time to prepare their apologies to ensure that the wrongdoing is acknowledged, defined and explained at length revealing a deep understanding of its magnitude and harm. The apology should include an acceptance of full responsibility for the wrongdoing and detail as to remediation as well as a plan of action to build and maintain relationships with those affected by the wrongdoing. Leaders&#x2019; expression of empathy and remorse during the apology will assist in its effectiveness (Shao et al., <xref ref-type="bibr" rid="CIT0026">2022</xref>).</p>
</sec>
<sec id="s20026">
<title>Limitations and recommendations</title>
<p>The present study opens avenues for future research. Firstly, while a large and diverse sample was sourced, South Africans were best represented, as were women, white people, those 35 years&#x2013;44 years of age, middle to senior managers and those with post-graduate degrees. Future studies should assess the generalisability of results. Secondly, the discriminant validity of the measurement model compromised the extent to which the model could confirm the adaptation of Shao et al.&#x2019;s (<xref ref-type="bibr" rid="CIT0026">2022</xref>) model as initially intended. Future studies could refine the model.</p>
<p>Thirdly, while the research assumed Shao et al.&#x2019;s (<xref ref-type="bibr" rid="CIT0026">2022</xref>) definition of a leader apology as that which included the contents stipulated in these authors&#x2019; adapted model, the extent to which respondents agreed with this definition was not assessed. Future research should establish what elements are essential for a leader&#x2019;s apology to be perceived as such by followers.</p>
<p>Fourthly, the variables such as LAE and fairness were conflated as a result of the EFA in the present study. It is recommended that the relationship between these two variables be explored in more depth in future studies.</p>
<p>Finally, 176 of the original 486 respondents stated their leader had not committed a transgression against them; thus respondents may assume a threshold above which an act is considered a wrongdoing. Future research should consider possible demographic and contextual differences that could contribute to respondents falling above or below such a threshold. Also, the significant decline found in post LFRs suggests followers&#x2019; perceptions of the nature of transgression could play a role in the post-wrongdoing outcome. Future studies, establishing the nature of the transgression and the factors that influence it, will inform situations in which apologies are necessary and impactful.</p>
</sec>
</sec>
<sec id="s0027">
<title>Conclusion</title>
<p>The aim of the study was to empirically assess factors influencing employees&#x2019; perception of leaders&#x2019; apology effectiveness. The elements of leaders&#x2019; apologies were found to have significant positive relationships with both LFRs post-apology and on perceived apology authenticity. The perceived preventability of wrongdoings moderated these relationships. The quality of the LFR was moderated by pre-apology, affecting only the relationship between LAEs and the post-apology LFRs. The findings contribute to the mapping of the research space of transgressions and apologies by organisational leaders, through empirical research. It is hoped that the results will assist leaders in effectively formulating and delivering apologies to followers.</p>
</sec>
</body>
<back>
<ack>
<title>Acknowledgements</title>
<p>This article was compiled in partial fulfilment of the requirements of the degree of Master of Business Administration. This article was compiled in partial fulfilment of the requirements of the degree of Master of Business Administration in the Gordon Institute of Business Science of the University of Pretoria, South Africa, awarded on 16 April 2024, with Prof. Gavin Price supervising. The URL was not available at the time of publication.</p>
<sec id="s20028" sec-type="COI-statement">
<title>Competing interests</title>
<p>The authors declare that they have no financial or personal relationships that may have inappropriately influenced them in writing this article.</p>
</sec>
<sec id="s20029">
<title>Authors&#x2019; contributions</title>
<p>C.C. conceptualised and designed the article, conducted and disseminated the results of the statistical analyses.</p>
</sec>
<sec id="s20031" sec-type="data-availability">
<title>Data availability</title>
<p>The data that support the findings of this study are available from the corresponding author, G.P., upon reasonable request.</p>
</sec>
<sec id="s20032">
<title>Disclaimer</title>
<p>The views and opinions expressed in this article are those of the authors and are the product of professional research. It does not necessarily reflect the official policy or position of any affiliated institution, funder, agency or that of the publisher. The authors are responsible for this article&#x2019;s results, findings and content.</p>
</sec>
</ack>
<ref-list id="references">
<title>References</title>
<ref id="CIT0001"><mixed-citation publication-type="book"><person-group person-group-type="author"><collab>Associated Press</collab></person-group>. (<year>2016</year>, <month>January</month> <day>10</day>). <source><italic>Volkswagen CEO apologizes for emissions scandal</italic> [Video]</source>. <publisher-name>YouTube</publisher-name>. <comment>Retrieved from <ext-link ext-link-type="uri" xlink:href="https://www.youtube.com/watch?v=t7ne3cwqI4A">https://www.youtube.com/watch?v=t7ne3cwqI4A</ext-link></comment></mixed-citation></ref>
<ref id="CIT0002"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Basford</surname>, <given-names>T.E</given-names></string-name>., <string-name><surname>Offermann</surname>, <given-names>L.R</given-names></string-name>., &#x0026; <string-name><surname>Behrend</surname>, <given-names>T.S</given-names></string-name></person-group>. (<year>2014</year>). <article-title>Please accept my sincerest apologies: Examining follower reactions to leader apology</article-title>. <source><italic>Journal of Business Ethics</italic></source>, <volume>119</volume>(<issue>1</issue>), <fpage>99</fpage>&#x2013;<lpage>117</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1007/s10551-012-1613-y">https://doi.org/10.1007/s10551-012-1613-y</ext-link></comment></mixed-citation></ref>
<ref id="CIT0003"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Bentley</surname>, <given-names>J.M</given-names></string-name>., &#x0026; <string-name><surname>Ma</surname>, <given-names>L</given-names></string-name></person-group>. (<year>2020</year>). <article-title>Testing perceptions of organizational apologies after a data breach crisis</article-title>. <source><italic>Public Relations Review</italic></source>, <volume>46</volume>, <fpage>101975</fpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.pubrev.2020.101975">https://doi.org/10.1016/j.pubrev.2020.101975</ext-link></comment></mixed-citation></ref>
<ref id="CIT0004"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Bies</surname>, <given-names>R.J</given-names></string-name>., <string-name><surname>Tripp</surname>, <given-names>T.M</given-names></string-name>., &#x0026; <string-name><surname>Barclay</surname>, <given-names>L.J</given-names></string-name></person-group>. (<year>2021</year>). <article-title>Second acts and second chances: The bumpy road to redemption</article-title>. <source><italic>Journal of Management Inquiry</italic></source>, <volume>30</volume>(<issue>4</issue>), <fpage>371</fpage>&#x2013;<lpage>384</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1177/1056492620986858">https://doi.org/10.1177/1056492620986858</ext-link></comment></mixed-citation></ref>
<ref id="CIT0005"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Collins</surname>, <given-names>M.D</given-names></string-name>., <string-name><surname>Dasborough</surname>, <given-names>M.T</given-names></string-name>., <string-name><surname>Gregg</surname>, <given-names>H.R</given-names></string-name>., <string-name><surname>Xu</surname>, <given-names>C</given-names></string-name>., <string-name><surname>Deen</surname>, <given-names>C.M</given-names></string-name>., <string-name><surname>He</surname>, <given-names>Y</given-names></string-name>., &#x0026; <string-name><surname>Restubog</surname>, <given-names>S.L.D</given-names></string-name></person-group>. (<year>2023</year>). <article-title>Traversing the storm: An interdisciplinary review of crisis leadership</article-title>. <source><italic>The Leadership Quarterly</italic></source>, <volume>34</volume>, <fpage>101661</fpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.leaqua.2022.101661">https://doi.org/10.1016/j.leaqua.2022.101661</ext-link></comment></mixed-citation></ref>
<ref id="CIT0006"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Coombs</surname>, <given-names>W.T</given-names></string-name>., &#x0026; <string-name><surname>Holladay</surname>, <given-names>S.J</given-names></string-name></person-group>. (<year>1996</year>). <article-title>Communication and attributions in a crisis: An experimental study in crisis communication</article-title>. <source><italic>Journal of Public Relations Research</italic></source>, <volume>8</volume>(<issue>4</issue>), <fpage>279</fpage>&#x2013;<lpage>295</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1207/s1532754xjprr0804_04">https://doi.org/10.1207/s1532754xjprr0804_04</ext-link></comment></mixed-citation></ref>
<ref id="CIT0007"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Epitropaki</surname>, <given-names>O</given-names></string-name>., <string-name><surname>Radulovic</surname>, <given-names>A.B</given-names></string-name>., <string-name><surname>Ete</surname>, <given-names>Z</given-names></string-name>., <string-name><surname>Thomas</surname>, <given-names>G</given-names></string-name>., &#x0026; <string-name><surname>Martin</surname>, <given-names>R</given-names></string-name></person-group>. (<year>2020</year>). <article-title>Leader-follower transgressions, relationship repair strategies and outcomes: A state-of-the-science review and a way forward</article-title>. <source><italic>The Leadership Quarterly</italic></source>, <volume>31</volume>, <fpage>101376</fpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.leaqua.2019.101376">https://doi.org/10.1016/j.leaqua.2019.101376</ext-link></comment></mixed-citation></ref>
<ref id="CIT0008"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Foley</surname>, <given-names>S</given-names></string-name></person-group>. (<year>2023</year>). <article-title>PWC Australia&#x2019;s culture attacked in tax leak scandal report</article-title>. <source><italic>Financial Times</italic></source>. <comment>Retrieved from <ext-link ext-link-type="uri" xlink:href="https://www.ft.com/content/95ea1144-f792-491e-a20c-12af9d9417b6">https://www.ft.com/content/95ea1144-f792-491e-a20c-12af9d9417b6</ext-link></comment></mixed-citation></ref>
<ref id="CIT0009"><mixed-citation publication-type="book"><person-group person-group-type="author"><string-name><surname>Gaskin</surname>, <given-names>J</given-names></string-name></person-group>. (<year>2022</year>, <month>May</month> <day>18</day>). <source><italic>SmartPLS 4: PLS Predict</italic> [Video]</source>. <publisher-name>YouTube</publisher-name>. <comment>Retrieved from <ext-link ext-link-type="uri" xlink:href="https://www.youtube.com/watch?v=pd-2FboTiw4">https://www.youtube.com/watch?v=pd-2FboTiw4</ext-link></comment></mixed-citation></ref>
<ref id="CIT0010"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Grover</surname>, <given-names>S.L</given-names></string-name>., <string-name><surname>Abid-Dupont</surname>, <given-names>M.-A</given-names></string-name>., <string-name><surname>Manville</surname>, <given-names>C</given-names></string-name>., &#x0026; <string-name><surname>Hasel</surname>, <given-names>M.C</given-names></string-name></person-group>. (<year>2019</year>). <article-title>Repairing broken trust between leaders and followers: How violation characteristics temper apologies</article-title>. <source><italic>Journal of Business Ethics</italic></source>, <volume>155</volume>, <fpage>853</fpage>&#x2013;<lpage>870</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1007/s10551-017-3509-3">https://doi.org/10.1007/s10551-017-3509-3</ext-link></comment></mixed-citation></ref>
<ref id="CIT0011"><mixed-citation publication-type="book"><person-group person-group-type="author"><string-name><surname>Hair</surname>, <given-names>J.F</given-names></string-name>., <string-name><surname>Hult</surname>, <given-names>G.T.M</given-names></string-name>., <string-name><surname>Ringle</surname>, <given-names>C.M</given-names></string-name>., &#x0026; <string-name><surname>Sarstedt</surname>, <given-names>M</given-names></string-name></person-group>. (<year>2022</year>). <source><italic>A primer on partial least squares structural equation modeling (PLS-SEM)</italic></source> (<edition>3rd ed.</edition>). <publisher-name>Sage</publisher-name>.</mixed-citation></ref>
<ref id="CIT0012"><mixed-citation publication-type="book"><person-group person-group-type="author"><string-name><surname>Hair</surname>, <given-names>J.F</given-names></string-name>., <string-name><surname>Hult</surname>, <given-names>G.T.M</given-names></string-name>., <string-name><surname>Ringle</surname>, <given-names>C.M</given-names></string-name>., <string-name><surname>Sarstedt</surname>, <given-names>M</given-names></string-name>., <string-name><surname>Danks</surname>, <given-names>N.P</given-names></string-name>., &#x0026; <string-name><surname>Ray</surname>, <given-names>S</given-names></string-name></person-group>. (<year>2021</year>). <source><italic>Partial least squares structural equation modeling (PLS-SEM) using R. A workbook</italic></source>. <publisher-name>Springer</publisher-name>.</mixed-citation></ref>
<ref id="CIT0013"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Hair</surname>, <given-names>J.F</given-names></string-name>., <string-name><surname>Risher</surname>, <given-names>J.J</given-names></string-name>., <string-name><surname>Sarstedt</surname>, <given-names>M</given-names></string-name>., &#x0026; <string-name><surname>Ringle</surname>, <given-names>C.M</given-names></string-name></person-group>. (<year>2019</year>). <article-title>When to use and how to report the results of PLS-SEM</article-title>. <source><italic>European Business Review</italic></source>, <volume>31</volume>(<issue>1</issue>), <fpage>2</fpage>&#x2013;<lpage>24</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1108/EBR-11-2018-0203">https://doi.org/10.1108/EBR-11-2018-0203</ext-link></comment></mixed-citation></ref>
<ref id="CIT0014"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Hetrick</surname>, <given-names>A.L</given-names></string-name>., <string-name><surname>Blocker</surname>, <given-names>L.D</given-names></string-name>., <string-name><surname>Fairchild</surname>, <given-names>J</given-names></string-name>., &#x0026; <string-name><surname>Hunter</surname>, <given-names>S.T</given-names></string-name></person-group>. (<year>2021</year>). <article-title>To apologize or justify: Leader responses to task and relational mistakes</article-title>. <source><italic>Basic and Applied Social Psychology</italic></source>, <volume>43</volume>(<issue>1</issue>), <fpage>30</fpage>&#x2013;<lpage>45</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1080/01973533.2020.1828083">https://doi.org/10.1080/01973533.2020.1828083</ext-link></comment></mixed-citation></ref>
<ref id="CIT0015"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Javornik</surname>, <given-names>A</given-names></string-name>., <string-name><surname>Filieri</surname>, <given-names>R</given-names></string-name>., &#x0026; <string-name><surname>Gunmann</surname>, <given-names>R</given-names></string-name></person-group>. (<year>2020</year>). <article-title>&#x2018;Don&#x2019;t forget that others are watching, too!&#x2019; The effect of conversational human voice and reply length on observers&#x2019; perceptions of complaint handling in social media</article-title>. <source><italic>Journal of Interactive Marketing</italic></source>, <volume>50</volume>, <fpage>100</fpage>&#x2013;<lpage>119</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.intmar.2020.02.002">https://doi.org/10.1016/j.intmar.2020.02.002</ext-link></comment></mixed-citation></ref>
<ref id="CIT0016"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Kahkonen</surname>, <given-names>K</given-names></string-name>., <string-name><surname>Blomqvist</surname>, <given-names>K</given-names></string-name>., <string-name><surname>Gillespie</surname>, <given-names>N</given-names></string-name>., &#x0026; <string-name><surname>Vanhala</surname>, <given-names>M</given-names></string-name></person-group>. (<year>2021</year>). <article-title>Employee trust repair: A systematic review of 20 years of empirical research and future research directions</article-title>. <source><italic>Journal of Business Research</italic></source>, <volume>130</volume>, <fpage>98</fpage>&#x2013;<lpage>109</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.jbusres.2021.03.019">https://doi.org/10.1016/j.jbusres.2021.03.019</ext-link></comment></mixed-citation></ref>
<ref id="CIT0017"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Kleynhans</surname>, <given-names>D.J</given-names></string-name>., <string-name><surname>Heyns</surname>, <given-names>M.M</given-names></string-name>., &#x0026; <string-name><surname>Stander</surname>, <given-names>M.W</given-names></string-name></person-group>. (<year>2021</year>). <article-title>Authentic leadership and follower trust in the leader: The effect of precariousness</article-title>. <source><italic>SA Journal of Industrial Psychology</italic></source>, <volume>47</volume>, <fpage>a1904</fpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.4102/sajip.v47i0.1904">https://doi.org/10.4102/sajip.v47i0.1904</ext-link></comment></mixed-citation></ref>
<ref id="CIT0018"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Kock</surname>, <given-names>N</given-names></string-name></person-group>. (<year>2015</year>). <article-title>Common method bias in PLS-SEM: A full collinearity assessment approach</article-title>. <source><italic>International Journal of e-Collaboration</italic></source>, <volume>11</volume>(<issue>4</issue>), <fpage>1</fpage>&#x2013;<lpage>10</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.4018/ijec.2015100101">https://doi.org/10.4018/ijec.2015100101</ext-link></comment></mixed-citation></ref>
<ref id="CIT0019"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Laurence</surname>, <given-names>S</given-names></string-name></person-group>. (<year>2022</year>, <month>August</month> <day>16</day>). <article-title>&#x2018;We know we have to say we&#x2019;re sorry, but&#x2026;&#x2019; Bain&#x2019;s open letter of apology</article-title>. <source><italic>BizNews</italic></source>. <comment>Retrieved from <ext-link ext-link-type="uri" xlink:href="https://www.biznews.com/global-citizen/2022/08/16/bain-open-letter-apology">https://www.biznews.com/global-citizen/2022/08/16/bain-open-letter-apology</ext-link></comment></mixed-citation></ref>
<ref id="CIT0020"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Martinko</surname>, <given-names>M.J</given-names></string-name>., &#x0026; <string-name><surname>Mackey</surname>, <given-names>J.D</given-names></string-name></person-group>. (<year>2019</year>). <article-title>Attribution theory: An introduction to the special edition</article-title>. <source><italic>Journal of Organizational Behavior</italic></source>, <volume>40</volume>, <fpage>523</fpage>&#x2013;<lpage>527</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1002/job.2397">https://doi.org/10.1002/job.2397</ext-link></comment></mixed-citation></ref>
<ref id="CIT0021"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Mu</surname>, <given-names>F</given-names></string-name>., &#x0026; <string-name><surname>Bobocel</surname>, <given-names>D.R</given-names></string-name></person-group>. (<year>2019</year>). <article-title>Why did I say sorry? Apology motives and transgressor perceptions of reconciliation</article-title>. <source><italic>Journal of Organizational Behavior</italic></source>, <volume>40</volume>, <fpage>912</fpage>&#x2013;<lpage>930</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1002/job.2376">https://doi.org/10.1002/job.2376</ext-link></comment></mixed-citation></ref>
<ref id="CIT0022"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Olekalns</surname>, <given-names>M</given-names></string-name>., <string-name><surname>Caza</surname>, <given-names>B.B</given-names></string-name>., &#x0026; <string-name><surname>Vogus</surname>, <given-names>T.J</given-names></string-name></person-group>. (<year>2020</year>). <article-title>Gradual drifts, abrupt shocks: From relational fractures to relational resilience</article-title>. <source><italic>Academy of Management Annals</italic></source>, <volume>14</volume>(<issue>1</issue>), <fpage>1</fpage>&#x2013;<lpage>28</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.5465/annals.2017.0111">https://doi.org/10.5465/annals.2017.0111</ext-link></comment></mixed-citation></ref>
<ref id="CIT0023"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Radulovic</surname>, <given-names>A.B</given-names></string-name>., <string-name><surname>Thomas</surname>, <given-names>G</given-names></string-name>., <string-name><surname>Epitropaki</surname>, <given-names>O</given-names></string-name>., &#x0026; <string-name><surname>Legood</surname>, <given-names>A</given-names></string-name></person-group>. (<year>2019</year>). <article-title>Forgiveness in leader-member exchange relationships: Mediating and moderating mechanisms</article-title>. <source><italic>Journal of Occupational and Organizational Psychology</italic></source>, <volume>92</volume>, <fpage>498</fpage>&#x2013;<lpage>534</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1111/joop.12274">https://doi.org/10.1111/joop.12274</ext-link></comment></mixed-citation></ref>
<ref id="CIT0024"><mixed-citation publication-type="book"><person-group person-group-type="author"><string-name><surname>Ringle</surname>, <given-names>C.M</given-names></string-name>., <string-name><surname>Wende</surname>, <given-names>S</given-names></string-name>., &#x0026; <string-name><surname>Becker</surname>, <given-names>J.M</given-names></string-name></person-group>. (<year>2022</year>). <source><italic>SmartPLS 4</italic></source>. <publisher-name>Oststeinbek: SmartPLS</publisher-name>. <comment>Retrieved from <ext-link ext-link-type="uri" xlink:href="http://www.smartpls.com">http://www.smartpls.com</ext-link></comment></mixed-citation></ref>
<ref id="CIT0025"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Sharma</surname>, <given-names>K</given-names></string-name>., <string-name><surname>Schoorman</surname>, <given-names>F.D</given-names></string-name>., &#x0026; <string-name><surname>Ballinger</surname>, <given-names>G.A</given-names></string-name></person-group>. (<year>2023</year>). <article-title>How can it be made right again? A review of trust repair research</article-title>. <source><italic>Journal of Management</italic></source>, <volume>49</volume>(<issue>1</issue>), <fpage>363</fpage>&#x2013;<lpage>399</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1177/01492063221089897">https://doi.org/10.1177/01492063221089897</ext-link></comment></mixed-citation></ref>
<ref id="CIT0026"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Shao</surname>, <given-names>W</given-names></string-name>., <string-name><surname>Moffett</surname>, <given-names>J.W</given-names></string-name>., <string-name><surname>Quach</surname>, <given-names>S</given-names></string-name>., <string-name><surname>Surachartkumtonkun</surname>, <given-names>J</given-names></string-name>., <string-name><surname>Thaicon</surname>, <given-names>P</given-names></string-name>., <string-name><surname>Weaven</surname>, <given-names>S.K</given-names></string-name>., &#x0026; <string-name><surname>Palmatier</surname>, <given-names>R.W</given-names></string-name></person-group>. (<year>2022</year>). <article-title>Toward a theory of corporate apology: Mechanisms, contingencies, and strategies</article-title>. <source><italic>European Journal of Marketing</italic></source>, <volume>56</volume>(<issue>12</issue>), <fpage>3418</fpage>&#x2013;<lpage>3452</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1108/EJM-02-2021-0069">https://doi.org/10.1108/EJM-02-2021-0069</ext-link></comment></mixed-citation></ref>
<ref id="CIT0027"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Sillars</surname>, <given-names>J</given-names></string-name></person-group>. (<year>2022</year>, <month>May</month> <day>25</day>). <article-title>Dieselgate scandal: More than 90,000VW drivers in England and Wales will get payouts</article-title>. <source><italic>SkyNews</italic></source>. <comment>Retrieved from <ext-link ext-link-type="uri" xlink:href="https://news.sky.com/story/dieselgate-scandal-vw-drivers-in-uk-class-action-win-193m-settlement-12621224">https://news.sky.com/story/dieselgate-scandal-vw-drivers-in-uk-class-action-win-193m-settlement-12621224</ext-link></comment></mixed-citation></ref>
<ref id="CIT0028"><mixed-citation publication-type="book"><person-group person-group-type="author"><collab>SmartPLS GmbH</collab></person-group>. (<year>2023</year>). <source><italic>Resources: Fit measures in SmartPLS</italic></source>. <publisher-name>SmartPLS GmbH</publisher-name>. <comment>Retrieved from <ext-link ext-link-type="uri" xlink:href="https://www.smartpls.com/documentation/algorithms-and-techniques/model-fit/">https://www.smartpls.com/documentation/algorithms-and-techniques/model-fit/</ext-link></comment></mixed-citation></ref>
<ref id="CIT0029"><mixed-citation publication-type="journal"><person-group person-group-type="author"><collab>South African Revenue Service</collab></person-group>. (<year>2022</year>, <month>November</month> <day>10</day>). <article-title>SARS&#x2019; public apology to its employees adversely affected by its action</article-title>. <source><italic>SARS</italic></source>. <comment>Retrieved from <ext-link ext-link-type="uri" xlink:href="https://www.sars.gov.za/media-release/sars-public-apology-to-employees-adversely-affected-by-its-action/">https://www.sars.gov.za/media-release/sars-public-apology-to-employees-adversely-affected-by-its-action/</ext-link></comment></mixed-citation></ref>
<ref id="CIT0030"><mixed-citation publication-type="journal"><person-group person-group-type="author"><collab>SurveyCircle</collab></person-group>. (<year>2023</year>). <source><italic>Research website SurveyCircle</italic></source>. <comment>Retrieved from <ext-link ext-link-type="uri" xlink:href="https://www.surveycircle.com">https://www.surveycircle.com</ext-link></comment></mixed-citation></ref>
<ref id="CIT0031"><mixed-citation publication-type="journal"><person-group person-group-type="author"><collab>SurveySwap</collab></person-group>. (<year>2023</year>). <source><italic>Research website SurveySwap</italic></source>. <comment>Retrieved from <ext-link ext-link-type="uri" xlink:href="https://www.surveyswap.io">https://www.surveyswap.io</ext-link></comment></mixed-citation></ref>
<ref id="CIT0032"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Sverdrup</surname>, <given-names>T.E</given-names></string-name>., &#x0026; <string-name><surname>Stensaker</surname>, <given-names>I.G</given-names></string-name></person-group>. (<year>2018</year>). <article-title>Restoring trust in the context of strategic change</article-title>. <source><italic>Strategic Organization</italic></source>, <volume>16</volume>(<issue>4</issue>), <fpage>401</fpage>&#x2013;<lpage>428</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1177/1476127017739843">https://doi.org/10.1177/1476127017739843</ext-link></comment></mixed-citation></ref>
<ref id="CIT0033"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Troster</surname>, <given-names>C</given-names></string-name>., &#x0026; <string-name><surname>Van Quaquebeke</surname>, <given-names>N</given-names></string-name></person-group>. (<year>2021</year>). <article-title>When victims help their abusive supervisors: The role of LMX, self-blame, and guilt</article-title>. <source><italic>Academy of Management Journal</italic></source>, <volume>64</volume>(<issue>6</issue>), <fpage>1793</fpage>&#x2013;<lpage>1815</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.5465/amj.2019.0559">https://doi.org/10.5465/amj.2019.0559</ext-link></comment></mixed-citation></ref>
<ref id="CIT0034"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Van Niekerk</surname>, <given-names>A</given-names></string-name>., &#x0026; <string-name><surname>May</surname>, <given-names>M.S</given-names></string-name></person-group>. (<year>2012</year>). <article-title>Exploring how middle managers experience the impact of senior management on their integrity</article-title>. <source><italic>South African Journal of Labour Relations</italic></source>, <volume>36</volume>(<issue>2</issue>), <fpage>42</fpage>&#x2013;<lpage>61</lpage>.</mixed-citation></ref>
<ref id="CIT0035"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Van Niekerk</surname>, <given-names>A</given-names></string-name>., &#x0026; <string-name><surname>May</surname>, <given-names>M.S</given-names></string-name></person-group>. (<year>2019</year>). <article-title>Co-constructing integrity: A conceptual framework</article-title>. <source><italic>SA Journal of Industrial Psychology</italic></source>, <volume>45</volume>, <fpage>a1498</fpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.4102/sajip.v45i0.1498">https://doi.org/10.4102/sajip.v45i0.1498</ext-link></comment></mixed-citation></ref>
<ref id="CIT0036"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Wang</surname>, <given-names>P</given-names></string-name>., <string-name><surname>Dust</surname>, <given-names>S</given-names></string-name>., &#x0026; <string-name><surname>Wang</surname>, <given-names>Z</given-names></string-name></person-group>. (<year>2021</year>). <article-title>Leader sex and employee power distance orientation as boundary conditions of the relationship between lead humility and leader-member exchange</article-title>. <source><italic>Human Performance</italic></source>, <volume>34</volume>(<issue>5</issue>), <fpage>351</fpage>&#x2013;<lpage>367</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1080/08959285.2021.1966632">https://doi.org/10.1080/08959285.2021.1966632</ext-link></comment></mixed-citation></ref>
<ref id="CIT0037"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Wang</surname>, <given-names>X</given-names></string-name>., <string-name><surname>Wen</surname>, <given-names>X</given-names></string-name>., <string-name><surname>Liu</surname>, <given-names>Z</given-names></string-name>., <string-name><surname>Jiang</surname>, <given-names>Y</given-names></string-name>., &#x0026; <string-name><surname>Huai</surname>, <given-names>M</given-names></string-name></person-group>. (<year>2023</year>). <article-title>Leader apology in the employee-organization relationship: The roles of subordinate power distance belief and leader competence</article-title>. <source><italic>Tourism Management</italic></source>, <volume>96</volume>, <fpage>104694</fpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.tourman.2022.104694">https://doi.org/10.1016/j.tourman.2022.104694</ext-link></comment></mixed-citation></ref>
<ref id="CIT0038"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Zoodsma</surname>, <given-names>M</given-names></string-name>., &#x0026; <string-name><surname>Schaafsma</surname>, <given-names>J</given-names></string-name></person-group>. (<year>2022</year>). <article-title>Examining the &#x2018;age of apology&#x2019;: Insights from the political apology database</article-title>. <source><italic>Journal of Peace Research</italic></source>, <volume>59</volume>(<issue>3</issue>), <fpage>436</fpage>&#x2013;<lpage>448</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1177/00223433211024696">https://doi.org/10.1177/00223433211024696</ext-link></comment></mixed-citation></ref>
</ref-list>
<fn-group>
<fn><p><bold>How to cite this article:</bold> Coustas, C., &#x0026; Price, G. (2024). Factors influencing followers&#x2019; perceptions of the effectiveness of their leaders&#x2019; apologies. <italic>SA Journal of Industrial Psychology/SA Tydskrif vir Bedryfsielkunde, 50</italic>(0), a2170. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.4102/sajip.v50i0.2170">https://doi.org/10.4102/sajip.v50i0.2170</ext-link></p></fn>
<fn><p><bold>Note:</bold> Additional supporting information may be found in the online version of this article as Online Appendix 1.</p></fn>
</fn-group>
</back>
</article>