Countertransference, implicit biases and unconscious preferences

Countertransference can also affect supervisory judgement, although it is important to distinguish it from broader personal biases or unconscious preferences. Countertransference refers specifically to the supervisor’s emotional and relational responses to the supervisee that arise within the supervisory relationship, whereas personal biases may reflect wider social, cultural or organisational influences. For example, a supervisor may experience countertransference-based overidentification with a supervisee who evokes personal memories or unresolved experiences, leading to greater or lesser protectiveness or leniency.

Separately, implicit biases and unconscious preferences related to factors such as ethnicity, gender, professional background or communication style may influence perceptions of competence. These processes may contribute to cognitive biases in assessment, including the halo effect, whereby positive impressions in one area lead to overly favourable judgements across other domains, and leniency bias, in which supervisors consistently rate performance more positively than warranted (Gonsalvez Reference Gonsalvez and Crowe2014; Kennan-Miller Reference Kennan-Miller, Belik and Falender2019). Together, these processes may contribute to supervisors evaluating supervisees either more favourably or more critically than warranted, thereby compromising fairness, objectivity and professional standards (Falender Reference Falender and Shafranske2004; Gelso Reference Gelso and Hayes2007; Uren Reference Uren2024).

Also, supervisors may consciously or unconsciously avoid difficult evaluative conversations, minimise concerns about competence or delay remediation when strong positive feelings about a supervisee are present. In some cases, this may contribute to the well-described ‘failure to fail’ phenomenon, whereby trainees who are not meeting required standards nevertheless progress because supervisors are reluctant to deliver negative evaluations or confront performance concerns (Yepes-Rios Reference Yepes-Rios, Dudek and Duboyce2016). Such outcomes not only undermine the integrity of training and assessment processes but may ultimately have implications for patient safety and public trust in professional regulation.

Meta-competence: learning from transference and countertransference

When recognised and explored, these dynamics become powerful pedagogical tools. Transference can illuminate supervisees’ relational styles, attachment patterns and clinical blind spots, while countertransference provides supervisors with valuable data about the supervisory and clinical process (Gelso Reference Gelso and Hayes2007). Addressing these processes fosters meta-competence, the ability of supervisor and supervisee to reflect on their own internal experiences and their impact on professional practice, and to use this shared reflective awareness to guide flexible, contextually responsive and ethically informed supervisory processes (Falender Reference Falender and Shafranske2004). Furthermore, discussing these dynamics openly can strengthen the supervisory alliance, which is consistently linked to positive learning outcomes (Bernard Reference Bernard and Goodyear2021).

Developing reflective practice

Both supervisors and supervisees must cultivate a habit of reflective practice during supervision. Supervisors should engage in ongoing self-reflection or access supervision-of-supervision, via a peer or mentor, to be aware of their own countertransference reactions (Prasko Reference Prasko, Ociskova and Vanek2022). Similarly, supervisees should be encouraged to explore unresolved relational issues and their emotional responses within supervision, normalising the presence of transference rather than pathologising it (Soliman Reference Soliman2023). Structured reflection models, such as Graham Gibbs’s reflective cycle (Gibbs Reference Gibbs1988) and Donald Schön’s concept of reflection-in-action and reflection-on-action (Schön Reference Schön1983, Reference Schön1987), can support the development of self-awareness and reflective practice within supervision.

Establishing a strong supervisory alliance

As in practitioner–patient relationships, a clear, collaborative supervisory relationship between supervisor and supervisee reduces anxiety and promotes openness. Establishing expectations, roles and evaluation criteria early in supervision can mitigate transference-related misunderstandings (Bernard Reference Bernard and Goodyear2021). Evidence from recent literature shows that supervision characterised by mutual trust, empathy and transparency enhances supervisees’ openness, strengthens the supervisory working alliance and supports professional development (Mehr Reference Mehr and Daltry2022; Meydan Reference Meydan and Sagkal2023).

Making the implicit explicit

Supervisors should sensitively but directly bring relational dynamics into discussion when appropriate. For example, when particular interactional patterns become evident, such as a supervisee appearing hesitant, self-critical or overly compliant in response to feedback, the supervisor can invite reflection in a collaborative and non-judgemental way. This approach helps create a psychologically safe environment in which supervisees can explore their internal responses and relational tendencies, including transference, as understandable and informative aspects of the supervisory process rather than as problems to be corrected.

Evidence suggests that the quality of the supervisory relationship, particularly the degree of safety, trust and openness, is closely linked to supervisees’ disclosure and engagement (Mehr Reference Mehr and Daltry2022; Apostol Reference Apostol, Turner and Hoshi2025). This aligns well with relational supervision models that emphasise co-construction and mutual exploration, where meaning is developed jointly through dialogue, fostering greater awareness of interpersonal processes and supporting deeper reflective learning (McNamee Reference McNamee2021).

Managing power and evaluation

Given the evaluative function of supervision, supervisors must be particularly attentive to how power influences transference. At times, the dual responsibilities of supervisors as both assessors and supporters can create inherent tensions, increasing anxiety and shaping how supervisees perceive and respond to feedback. Clearly defined supervisory roles, particularly the distinction between clinical and educational supervision used in postgraduate medical programmes for instance, can help reduce these tensions by separating day-to-day performance oversight from broader developmental support (Said Reference Said, Al-Hashimi and Khan2023).

Separating supportive and evaluative roles where possible, or explicitly acknowledging this dual role when separation is not feasible, can reduce anxiety and foster trust. Where such separation is implemented, supervisees may feel more able to engage openly in reflective discussion without fear that their disclosures will directly or indirectly influence formal assessment outcomes. There is robust evidence that supervision models involving multiple or clearly differentiated supervisory roles help manage the potentially conflicting demands of service delivery, evaluation and professional development (Rothwell Reference Rothwell, Kehoe and Farook2021).

Clear, transparent feedback processes also mitigate the risk of projection and misinterpretation. When expectations, criteria and evaluative frameworks are made explicit, supervisees are less likely to interpret feedback through the lens of prior relational experiences or perceived authority dynamics. This way, transference responses can be recognised early, explored and used constructively.

Using parallel process constructively

Supervisors can use parallel process as a teaching tool, helping supervisees recognise how their interactions in supervision may reflect dynamics with patients. When approached thoughtfully, this can deepen supervisees’ awareness of how relational patterns are enacted across contexts, linking their experiences with patients to their responses within supervision. This process is most effective when explored collaboratively and tentatively, with curiosity rather than certainty, to avoid blame or premature interpretation (Prasko Reference Prasko, Ociskova and Vanek2022).

Reciprocal openness in supervision

Supervisors have an ethical obligation to actively monitor their internal reactions and seek consultation, supervision-of-supervision or peer support when needed. This reflective practice helps identify blind spots, reduce bias, and maintain fair and consistent evaluation. At the same time, supervisees also hold ethical responsibilities within the supervisory relationship. These include engaging openly in the process, reflecting on their own emotional responses and transference reactions, and disclosing relevant clinical uncertainties or difficulties. Failure to do so, which is often linked to fear of negative evaluation, can compromise learning and may negatively affect patient care (Farley Reference Farley, Karwatzki and Mason2025).

Ethical supervision further requires creating a supportive space in which supervisees feel able to raise concerns about the supervisory relationship without fear of retaliation. Supervisors should actively invite feedback and model openness, while supervisees have a responsibility to communicate worries in a timely and constructive manner. This reciprocal openness supports transparency and helps prevent misunderstandings or unaddressed relational tensions.

Cultural competence

Cultural competence is also a critical ethical dimension for both parties. Transference and countertransference are shaped not only by individual psychology but also by broader social and cultural contexts, including race/ethnicity, gender, identity, systemic power structures, socioeconomic status, cultural background, familial upbringing, sexuality, religion, worldview and experiences of marginalisation or privilege, all of which influence how relational dynamics are perceived and enacted within supervision (Vekaria Reference Vekaria, Thomas and Phiri2023; Pérez-Rojas Reference Pérez-Rojas and González2024). Supervisors must therefore be mindful of how their own cultural positioning and biases influence their perceptions and interpretations, while supervisees should be supported to explore how their identities and life experiences shape their emotional responses in clinical and professional settings (Mendu Reference Mendu and Long2025). Failure on either side to attend to these sociocultural dimensions may result in misinterpretation of relational dynamics and the perpetuation of unhealthy bias (Vekaria Reference Vekaria, Thomas and Phiri2023; Pérez-Rojas Reference Pérez-Rojas and González2024).

Implement structured supervision frameworks across the service

Establish clear supervision policies, including protected time, regular sessions and documentation, that provide a stable and predictable space for supervision. This signals that supervision is a core organisational priority, not an optional activity, improving both training quality/professional development and patient safety. Consistent structures also help contain emotionally charged situations, allowing transference and countertransference to be explored safely rather than enacted or avoided.

Separate or clearly define evaluative and supportive roles

Where possible, allocate different individuals as clinical and educational supervisors, or explicitly acknowledge the dual role when separation is not feasible. Reducing evaluation-related anxiety helps minimise defensive transference responses such as fear of criticism and overcompliance, encouraging supervisees to engage more openly with relational dynamics.

Provide training in recognising and managing transference and countertransference

Ensure supervisors receive adequate training that explicitly addresses relational processes, including emotional awareness, unconscious personal biases, boundary management and cultural competence. This equips supervisors to recognise their own countertransference reactions and use them constructively rather than allowing them to influence supervision or assessment.

Foster a culture of psychological safety and openness

Promote supervision as a reflective and non-punitive space where emotional responses, uncertainties and relational difficulties can be discussed openly. A psychologically safe clinical environment reduces non-disclosure and enables supervisees to explore transference phenomena as meaningful clinical data rather than sources of vulnerability.

Embed feedback and supervision-quality monitoring systems

Introduce mechanisms such as structured reflective tools (e.g. Gibbs’s reflective cycle and Schön’s reflective practice framework), supervision audits and anonymous feedback processes. These approaches can help identify patterns such as avoidance, dependency, conflict or non-disclosure within supervisory relationships, making relational dynamics more visible and available for reflection. Beyond supporting quality improvement, such systems may also generate valuable qualitative data that could inform future research into transference, countertransference and supervisory processes.