The following results are derived from a pilot test conducted as part of the ongoing PhD research. These findings will be interpreted as preliminary and treated accordingly in the final analysis. It is important to note that the dataset used here may differ from the final dataset employed in the full thesis. The primary aim of this pilot analysis is to validate the adapted measurement scales and assess their suitability for the main study. While the main research targets the entire population of Higher Education Institutions (HEIs) operating within the UAE, this paper specifically presents results from a sub-sample consisting of employees from foreign-affiliated institutions primarily free zone or distance-learning universities not accredited by the UAE's Commission for Academic Accreditation (CAA).
4.1. Quantitative Findings
The following section presents the quantitative results from the pilot phase of the thesis, offering initial insights into the relationships between Ethical Climate (EC), Employee Green Behavior (EGB), and the moderating role of Employee Dark Triad (EDT) traits. Using data collected from 107 HEI employees, the analysis reveals that while EC alone does not significantly predict EGB, the inclusion of EDT traits alters this relationship. Specifically, dark personality traits, Machiavellianism, narcissism, and psychopathy moderate how EC influences EGB, redirecting pro-environmental behaviors from authentic expression toward more strategic or performative actions. These findings provide preliminary empirical grounding for the conceptual model and inform the deeper qualitative exploration that follows.
4.1.1. Reliability scores
Table 1.
Reliability Scores.
Table 1.
Reliability Scores.
| |
Cronbach's alpha |
Composite reliability (rho_a) |
Composite reliability (rho_c) |
Average variance extracted (AVE) |
| Employee Dark Triad |
0.943* |
0.944* |
0.949* |
0.496 |
| Employee Green Behavior |
0.946* |
0.946* |
0.951* |
0.507* |
| Ethical Climate |
0.943* |
0.943* |
0.949* |
0.495 |
From table 1; The strength of the measure model of the study can be supported by the reliability and validity of the results, the study provided the statistics of reliability and validity of constructs of the study namely Employee Dark Triad (EDT), Employee Green Behavior (EGB), and Ethical Climate (EC). All the three constructs have Cronbach alpha values above the generally accepted level of 0.70 (EDT has 0.943, EC is not behind with 0.943, and EGB has an even better result of 0.946). It implies that there was a considerable level of internal consistency amongst the items that were used to measure each of the constructs and that there is therefore reliability between the items of each scale and the latent construct being measured.
The values depicted by composite reliability (rho on and rho c) also support reliability between the constructs, with all of them being well more than 0.90, namely 0.944 (EDT), 0.946 (EGB), 0.943 (EC) and 0.949 (EDT), 0.951 (EGB) and 0.949 (EC). The reciprocity between such high values confirms that referred variables always track the intended theoretical construct values to reduce the possibilities of measurement error. The effect of the constructs as revealed in these results shows that it explains an acceptable mean of variance of the indicators that is almost half of the variance or more and is quite acceptable in applied psychological studies.
4.1.2. Factor loadings summary
Factor loadings summary if (refer to appendix 1) presented reliability and validity measures of the constructs Employee Dark Triad (EDT), Employee Green Behavior (EGB), and Ethical Climate (EC) are encouraging with regard to the psychometric properties of a study, which proves the stability of the measurement model. The Cronbachs alphas of all the three constructs are considerably well above the population accepted standard value of 0.70 with EDT and EC experiencing values of 0.943 and 0.943 respectively with that of EGB being 0.946. This implies that internal consistency of the items used to gauge each construct runs high implying that the scale items are worthy of the latent constructs that they are meant to measure.
Path Coefficients
Table 2 demonstrates the structural model also provide valuable information on the hypothesis of the relationship among the Ethical Climate (EC), the Employee Dark Triad (EDT), and the Employee Green Behavior (EGB) answering precisely the formulated core research questions of the study. As the path coefficients indicate (see Appendix 1), the direct relationship between Ethical Climate and Employee Green Behavior is fairly low (p = 0.080), meaning that a positive ethical climate is likely to affect the pro-environmental behavior but its separate impact is not very strong. The correlation between Ethical Climate and Employee Dark Triad, though, is high (0.897), which means that ethical work environments can potentially play a major role in development or correction of dark personality traits at the workplace.
More importantly, the direct influence of the Employee Dark Triad on the Employee Green Behavior turns out to be quite high (0.682) and supports the idea that the internal personal traits, in this case, Machiavellianism, Narcissism, and Psychopathy maladaptive triad, appear to prevail in the overall picture of whether the employees, display genuinely sustainable behavior or not. Moreover, interaction term (Employee Dark Triad x Ethical Climate) had the moderating impact on EGB (beta = 0.123) which confirms the essential idea of the hypothesis (H2) that EDT diminishes the positive effect of ethical climate on green behavior.
4.1.3. Descriptive statistics
The descriptive data of all the key variables as shown in
Table 3 reflects typical distribution of a standardized measure with a mean of 0.000 and standard deviation of 1.000 on all constructs (see Appendix 1), where the size of a sample was 700 observations. The values are moderate and the values are spread as they are dated in the range of approximately -1.6 and 2.5. The values are slightly negative, and hence there exists mild left-skewness. Nevertheless, the statistics of the Cramr-von Mises tests on all variables are significant (p = 0.000), which cannot be regarded as the normally distributed data. These variations also note that there can be insufficient consideration in the way that underlying psychological characteristics may influence a consistent pattern of green behavior even in ethically supportive institutional environments.
4.1.4. Correlation
From
Table 4; in the correlation matrix, every important constructs in the research demonstrate strong positive correlations with one another. EDT is much related both to EGB (r = 0.944) and EC (r = 0.950) which are also strongly positively correlated (r = 0.876). These results indicate that there is a close up connection in which, individual personality traits, the ethical norms of the institution, as well as the behavior associated with sustainability are very interrelated. Nevertheless, since most EDT traits are associated with a much different manipulative or image-driven aspect of behavior, such high correlations also underline that it is critical to differentiate between authentic and tactical green behavior (Siddiqui, 2021).
4.1.5. Total Effects
Table 5 describes total effects highlighting the considerable role played by organizational and individual level factors insofar as EGB is concerned. The total effect of EC on EGB is high (β = 0.692) and the total effect of EC on Employee Dark Triad (EDT) traits is even higher (β = 0.897), indicating that an established ethical climate is potential of influencing or shaping certain dark personality tendencies.
However, the coefficient estimates of EDT are significant (β = 0.682), where the total effect on EGB is also significant, and once again, it proves that internal dispositions are strong predictors of sustainability actions. The interaction effect of EDT 5 EC with EGB (beta = 0.123) further confirms the main point the study hypothesized that taking into consideration the presence of the dark traits can restrain and attenuate the positive effect of the ethical climates, providing an outcome of more cynical green behavior than a real involvement.
4.1.7. Moderation results
In the outer weights of the measurement model (Appendix 2), depicts that all observed indicators make an equal and substantial contribution to respective latent constructs which are Ethical Climate (EC), Employee Dark Triad (EDT), and Employee Green Behavior (EGB). The outer weights which EC depicts is between 0.071 and 0.081, which implies a constant contribution in various dimensions i.e., fairness, accountability, and rule-based expectations (Sarwar et al., 2025). A similar result is observed in the case of EDT items that represent such aspects as manipulation, narcissism, and impulsiveness features with the outer weights varying between 0.072 and 0.078.
The indicators of EGB that express the measure of authentic and strategic green actions have outer weights of 0.068 to 0.079, implying that the items would be considered highly relevant in measuring pro-environmental behavior. At this point it is also worth noting that interaction term EDT x EC has a fixed weight of 1.000 making it the key moderating construct in the model. On the whole, the outer weights were reliable in all the model cases, which means that the structures of the constructs are not questionable, and the model has high credibility in measuring the idea that the ethical climates and dark personality traits together predispose the green behavior in HEIs.
Simple slope interpretation: Graph of interaction terms
Moderation model from
figure 2 indicates that Ethical Climate has a positive relation to Employee Green Behaviors among all employees, whereas the nature of the relationship can be varied contingent to the level of Dark Triad of the employees. People who are low in Machiavellianism, Narcissism and Psychopathy all report low green behavior, and progression in Ethical Climate has only marginal effects (red line). On the contrary, individuals who are high on Dark Triad are characterized by the fact that not only do they initiate with more green behaviors because they self-report more green behaviors, but also those individuals exhibit a steeper rise in green actions as Ethical Climate gets better (green line). This trend implies that, particularly at ethical firms, there is a tendency among Dark triad employees to increase their level of green practices, possibly to manage impression or to obtain personal reward and, here, we see the Dark Triad disposition magnify behavioral focusing on the strategic and not merely good-hearted sustainability.
Table 6.
Hypothesis Testing.
Table 6.
Hypothesis Testing.
| |
Original sample (O) |
Sample mean (M) |
Standard deviation (STDEV) |
T statistics (|O/STDEV|) |
P values |
Accepted/Rejected |
| Employee Dark Triad -> Employee Green Behavior |
0.682 |
0.677 |
0.057 |
11.929 |
0.000* |
Accepted |
| Employee Dark Triad x Ethical Climate -> Employee Green Behavior |
0.123 |
0.123 |
0.023 |
5.248 |
0.000* |
Accepted |
| Ethical Climate -> Employee Dark Triad |
0.897 |
0.898 |
0.016 |
57.869 |
0.000* |
Accepted |
| Ethical Climate -> Employee Green Behavior |
0.080 |
0.086 |
0.062 |
1.286 |
0.198 |
Rejected |
Table 6 shows that the EDT → EGB relation has a
β (Effect Size) of 0.682 which is a strong positive. It also shows a P-value of 0.000 which is significant. Moreover, a T-statistic of 11.929 which is well above 1.96 confirms significance. This means that employees with higher dark triad traits (Machiavellianism, narcissism, psychopathy) are positively associated with displaying green behavior. However, the interpretation from the next section suggests that this is strategic and image-driven rather than genuine concern for the environment. Morving on to the Interaction of (EDT x EC) → EGB which shows a β: 0.123 & a P-value of 0.000 Enforced by T-statistic of 5.248. This supports the second hypothesis that the effect of ethical climate on green behavior depends on the level of dark triad traits. In other words, ethical climates alone are not enough as predictors to EGB. Thus, supporting the notion that employees with dark traits moderate this effect, potentially using green behavior to impress or manipulate rather than act ethically. Although unfortunately, the EC → EDT relation shows a β of 0.897 which is a very strong positive. Relationship also showed a P-value of 0.000 and a T-static of 57.869 which is extremely high. This means ethical climates are significantly and positively related to dark triad traits in this sample. This might seem counterintuitive, but it implies that in ethical environments, individuals with dark traits may still thrive. Thus, supporting the notion that Employees with EDT may adapt or mask their behaviors to appear compliant and ethical. Finally, going back to H1 EC → EGB which showed a very weak effect quantified as β: 0.080 and a p-value of 0.198 which is under the significance threshold, and this goes the same for the T-static of 1.286 which is under the significance threshold 1.96. Surprisingly, ethical climate does not directly influence green behavior in this sample. That suggests ethical environments alone do not guarantee sustainable behaviors. ECs are not sufficient without considering employee personality traits.
4.2. Qualitative Findings
The qualitative phase was designed to complement and deepen the findings of the quantitative analysis. It was conducted only after establishing the statistical relationships between variables, allowing the study to explore the underlying reasons, perceptions, and interpretations behind the observed patterns. This phase provides contextual depth and helps explain the nuances behind the quantitative results.
4.2.1. Sample and Analysis
The qualitative aspect of the research consisted of semi-structured interviews with a purposive sample size of 12 participants from HR departments, administrative support, and sustainability teams within Higher Education Institutions (HEIs). These participants were recruited based on their interaction or exposure to institutional sustainability initiatives and ethical climate frameworks. The rationale for recruiting participants from different functional roles was to capture varied perspectives from people who influence or engage in green behavior policies.
Core Themes
From
figure 3, three important patterns emerged in the thematic coding, namely: strategic conformity vs true performance, wherein employees struck equilibrium in both real and play-acting green actions; green spotlighting, referring to the fact that sustainability causes were pursued under the lights and rewards; and sustainability apathy where employees showed passive or indifferent behavior unless such a behavior was rewarded.
4.2.2. Theme 1: Strategic Conformity vs Authentic Action
(P1) “Significantly, they have imparted influence. We have also had some of the important people in top positions who also practice what they preach. And it does not matter what it is: changing to hybrid events to minimize the number of emissions during travelling or being more actively involved in waste reduction on the administration levels, they lead an example”.
It is observed in the first response that green behavior combined with ethical leadership and intrinsic motivation exist. It is clearly a stronger impact when top management's sustainability practices are authentic. When management authentically enacts sustainability, it helps to strengthen the institutional EC and becomes a normative standard for employees. This would be consistent with H1, that EC has a positive impact on EGB. From the actions, i.e., promoting hybrid events and reducing waste, suggestion indicates that when EC is authentically demonstrated by leadership, it can influence employee engagement with sustainability more broadly. These behaviors provide examples to support the direct pathway of EC leading to authentic green behavior, as well as corroborating the findings with the quantitative study where EC positively predicted EGB (β = 0.692).
(P2) “I would rule, that it is somewhat both. Other staff members are really ecologically oriented, but to most people who work in front, and are seeking promotion, image is everything. When sustainability is listed as one of your measures of performance or as the brand of your department, you are more attentive.”
The aforementioned statement demonstrates the existence of genuine and strategic motivations for green behavior. While it is recognized that some staff are green, the speaker also notes that for staff members, especially those considering promotion, green behavior concerning image management is commonplace. This relates directly to the moderating roles of narcissism and Machiavellianism identified in the study in that narcissistic employees may engage in sustainability for fame and recognition and Machiavellian individuals engage in sustainability to comply with institutional expectancies for self-serving purposes (Hollebeek et al., 2022).
(P1) “To take an example, we have an idea that once sustainable practices are included in newsletters and report, they increase perception. Therefore, the reason behind it is more optical than a thing of value at other times but the end game is still excellent to the matter of concern.”
Lastly, this perspective highlights perception-based green behavior wherein the perception of being sustainable is valued more than the actual environmental impact. The respondent notes that sustainability messaging through organization channels like newsletters or reports enhances organizational reputation, which serves as an incentive for employee participation (Pelster & Schaltegger, 2022).
4.2.3. Theme 2: Green Spotlighting
(P4) “In my case, I make attempts to follow small steps of my behavior, i.e. use both sides of the paper, I make sure that I do not make excessive printing, and I also turn off lights if I want to leave the room. However, to be sincere, I do so, just because it is expected. Now I have observed an aspect among those I work with when a department is being surveyed, or put up as a candidate in a green award, all of a sudden everyone goes green on the face”.
This reply represents a classic case of green spotlighting, where environmentally conscious behavior is only adopted in a conspicuous way when scrutiny is exhibited and/or when it is a matter of judgement. The speaker explicitly notes that their green actions are mainly performed due to outside expectations rather than their own values, which aligns completely with the current study's proposition of strategically green behavior moderated by individual EDT traits. The documented pattern, where departments become visibly green only during scrutiny, is representative of impression management in line with the theory. Its connection with narcissistic and Machiavellian traits is salient: its behavior is opportunistic (to gain approval) or conditional (to avoid disapproval). The whole exchange captures the study's concern with inauthentic engagement (e.g. "green spotlighting") with sustainability, especially under institutional duress or image conscious contexts.
(P7) “Sure. Personally, I do not print unless there is a real need to do it, bring my own water bottle and eating equipment, and ride a bicycle to work on most days. At my department, we have all gone digital-first when it comes to documentation in addition to the recent onset of a staff-based composting program. The thing that I like is that these are not isolated activities reacting to some campaigns, but they are developing into habits.”
Unlike the previous answer, this participant demonstrates that authentic green behavior is based on habitual commitment, not performative compliance. The acknowledgment of department-wide adoption of sustainable practice digital first documentation, composting—shows adoption of a culture of sustainability that is never mere reactive behavior. Further, the positive direct effect in the study (Ethical Climate → Employee Green Behavior, β = 0.692), indicates that when EC is made a consistent and shared norm, a lasting expectation, it encourages authentic green behavior.
(P12) “I do my best not to print out, share transportation and when possible, make meetings digital. Other fellow employees are seriously dedicated and become a good example. However, others apparently behave like they are green when something important to them is going on in the company like when the auditor is around or when an outside partner is coming. I did the same thing too, I admit it, straightened my desk and turned off the AC whenever we could tell we were getting graded. I would like to be more caring, however, that look good component gets hold of me.”
This reflection portrays a hybrid narrative. The speaker moves back and forth between authentic intention and performative behavior. There is an attempt on a personal level to practice sustainable actions (e.g., avoid printing documents where possible, carpool, have meetings digitally), but to confess there is a change in behavior when potentially being watched, as when auditors are present, suggests conditional green behavior related to managing reputation. The phrase, "that look good component gets on me," succinctly describes the internal juxtaposition at the heart of the green spotlight effect.
4.2.4. Theme 3: Sustainability Apathy and Disregard
(P6) “The fact is it depends on a person. Some of my coworkers are enthusiastic, and they carry their lunch in a reusable container, support enhanced waste sorting, and promote positive changes even though they do not require any rewards. However, there is also decent amount of individuals, who , only hurry up and board the green train when they can see or when there are incentives.”
This response seems to indicate conditional sustainability, which is driven by more self-interest and outside impression than concern in and of itself. The speaker noted that some of their colleagues take sustainability seriously and engage in genuine sustainable action (e.g., real reductions in emissions), but they also stated they only engaged in green behavior if it was attached to a personal reward (e.g., it helped their performance review or social capital). This is an example of Machiavellianism and narcissism.
The study’s moderation results are indicative of the influence of, among other things, Machiavellianism and narcissism as two traits of the Employee Dark Triad (EDT). These traits enable people to engage in sustainability if it helps their strategies for achieving goals (organizational or personal) (Kulsoom & Bukhari, 2025). The EDT literature and the data produced in the study and its moderation phase corroborate that these are individuals who view “GREEN” as primarily organizational (issues of impressions, image, self-interest) rather than personal. It offers support for the argument that sustainability behaviours are activated only situationally and not as a result of an ethical motivation, particularly among those employees who view environmental exposure as a means to an end (personal advancement) rather than as a professional moral obligation.
(P8) “I believe, based on my seat, that many staff members tend to act based on the earnest belief, particularly those who have something to do with operation or teaching processes. Most of us are teachers and somehow we feel the need to practice what we preach with the future generations and students in mind.”
This point is notable against strategic conformity and demonstrates a values-based orientation toward sustainability, especially involving educators and operational staff. The phrase “practicing what we preach" indicates an internalization of environmental values connected to the educational objectives of HEIs. This also relates directly to the main argument of the study, that Ethical Climate (EC) has potential as a facilitator of Employee Green Behavior (EGB) specifically when the climate is framed as morally salience and mission committed.
It is expected to these authentic motivations to be far less interrupted by EDT traits since they are tied to self-identity and ethical continuity. The above response also demonstrates that sustainability agnosticism is not a universal experience, and that salient pro-environmental behavior can flourish when supported by role responsibility and ethical congruence.
4.2.5. Theme 4: Ethical Climate Misalignment
(P9) “Uhm, we do have loads of policies, posters with catchy titles, not to mention a decent amount of emails circulating around, telling about ethical behavior and sustainability. Face value it appears we are busy. However, in reality, when you consider what is actually being achieved on a day-to-day level, most of such initiatives can be said to be more like symbolic than adaptive. As an example we have a so called Green Week twice a semester with events and awareness drives but when the week is over, it is back to normal, as if nothing has happened.”
This response illustrates a gap between formal sustainability messaging and actual implementation of sustainability, which is the primary issue under the topic of Ethical Climate Misalignment. The speaker expressed discontent with that institution's efforts that largely remained symbolic and distinct, with everyday attention directed towards sustainability only episodically (i.e., "Green Week"), but remaining unequally supported in the daily routine, action, and practices of most students.
(P3) I would not like to say it is strong as such, and, in my opinion, it is more like lip service. We have got nothing more than slogans, some pilot programs, policy memo here and there, but there is nothing to them as such. The sustainability story is rather brochure and ranking than the real one dealing with environment impact. I have attended too many sustainability-related meetings that end up with sustainability as an afterthought, not as a focus at all, as of extreme urgency.
Here, the participant clearly indicates the ethical climate is lip service, noting sustainability initiatives are typically purely for institutional image (e.g., brochures, rankings) instead of making an impact on the environment. This indicates that ethical climate that is hollow or symbolic cannot get authentic green behavior and instead turns into strategic compliance, especially when employees are narcissistic or Machiavellian, where branding resonates but substance does not. The comment about sustainability being an "afterthought" in meetings also identifies organizational deprivation by not prioritizing sustainability properly, which undermines the normative aspect EC should possess.
(P4) “I believe that the institution is well-meaning, we have proper messaging and certain good policies. Well, there is certainly an official code of ethics, where it is stressed that it should be sustainable, and it is gaining exposure. In practice however, it does not always trickle down to day to day practice. The climate is aspirational in the sense that, we aspire to be green, but at this point we do not really know how to live in that dream except through campaigns and ceremonies.”
This narrative documents an aspirational yet poorly operationalized ethical climate, where the aspirations exist, but the implementation happened without clarity or consistency. The speaker acknowledges having ethical codes and sustainability policies yet recognizes that those same codes and policies do not translate well into everyday actions; thus, there is a chasm between the policy and the action.
4.2.6. Theme 5: Key Challenges
(P4) “Mindset is one of the obstacles as people tend to believe, that sustainability implies additional work or financial outlays. That is why part of our work , be to go into reframing and make it actually a value-add and not a burden. The other problem is lack of uniformity among the departments. There are progressive, proactive and some lagging units; it can be because of resources or it could happen to be something inert.”
The response identifies both attitudinal and structural barriers to sustainability in the institution. The perception that sustainable practices are additional workload or expense is a barrier to adopting these practices and leads to disengagement and pushback that erode the efforts toward not just the Ethical Climate (EC) but also any positive behaviors related to sustainability. What is particularly noticeable is the inconsistency within the institution, where certain departments are contributing more than others. Barriers exist in relation to an Ethical Climate (EC) as well as a marginally sustainable EC, which leads to inhibited collective momentum for widespread adoption of Employee Green Behavior (EGB).