The primary keyword for this post is person-centred leadership qualitative analysis, aimed at qualitative researchers and leadership programme designers who evaluate training impact. According to the PLOS One study by Klinga et al. (2026), leaders translated person-centred ethics into practice across three development tracks, self-leadership, team-leadership, and workforce development. According to the PLOS One study (Klinga et al., 2026), the evidence comes from interviews with participants after a six-month blended programme that combined workplace assignments, reflective journals, and workshops. This post refracts the PLOS One qualitative data through the lens of AI-enabled qualitative research and shows how researchers can use tools that transcribe, code, and cross-segment interviews to accelerate trustworthy synthesis while preserving confidentiality.
Key Takeaways
According to PLOS One (Klinga et al., 2026), a six-month educational programme was experienced by participants to influence leaders' self-leadership, team-leadership, and workforce development in line with person-centred principles.
- The PLOS One study interviewed 13 leaders in individual interviews conducted on 27 January 2023 through 16 March 2023, with interview lengths ranging 40–65 minutes and a mean of 52 minutes (Klinga et al., 2026).
- The PLOS One study reports that 80 leaders were admitted to the programme in 2022 and the programme used six modules with a blended flipped-classroom design (Klinga et al., 2026).
- The PLOS One study distilled three visions (Live as you learn, Strive for equal relations, Enable co-creation) that mapped to nine sub-categories of practical leadership change, when organisational preconditions were met (Klinga et al., 2026).
What happened and how the study worked
The PLOS One study interviewed 13 leaders who had completed a six-month person-centred leadership programme to explore experienced changes in leadership practice (Klinga et al., 2026).
According to the PLOS One study (Klinga et al., 2026), the programme admitted 80 leaders in 2022 and combined workplace-based assignments, recorded lectures, reflective journals, peer support groups, and six workshop modules to translate person-centred ethics into leadership practice.
According to the PLOS One study (Klinga et al., 2026), interviews were conducted between 27 January 2023 and 16 March 2023, three to five months after programme completion, and the authors analysed transcripts using conventional content analysis with three analytical tracks: self-leadership, team-leadership, and workforce development.
According to the PLOS One study (Klinga et al., 2026), participants described the programme's effects conditional on preconditions such as managerial support, time to coach teams, and early engagement of employees and patients.
Findings snapshot
| Date / Item | Metric | Value (reported in PLOS One) | Implication |
|---|---|---|---|
| 22 July 2026 | Article published | PLOS One (Klinga et al., 2026) | Peer-reviewed qualitative evaluation available for citation |
| 2022 | Programme admissions | 80 leaders admitted | Cohort scale for the six-month programme context |
| 27 Jan–16 Mar 2023 | Interviews conducted | 13 leaders interviewed | Data captured 3–5 months after programme completion |
| Jan–Mar 2023 | Interview length | 40–65 min, mean 52 min | Sufficient depth for thematic content analysis |
| Post-programme | Core themes | Self-leadership, team-leadership, workforce development | Useful analytic frame for evaluating leadership outcomes |
Implications for qualitative researchers and programme designers
Researchers should design process evaluations that capture multi-level preconditions and workplace assignments, according to the PLOS One study (Klinga et al., 2026).
According to the PLOS One study (Klinga et al., 2026), embedding reflective journals, peer dialogue, and practical implementation plans into a programme helps participants translate theory into practice and gives researchers concrete artifacts to analyse.
According to the PLOS One study (Klinga et al., 2026), evaluators should triangulate leader self-reports with employee and patient perspectives to measure whether care truly became more person-centred, because the study found participants asking for greater patient and relative involvement to validate co-creation.
How Evidano helps: mapping evaluation problems to AI-enabled solutions
Problem: interview transcription is time consuming
Evidano is an AI-powered qualitative data analysis platform that helps researchers analyze interviews, open-ended surveys, and documents.
Evidano can transcribe interview audio with custom dictionaries and PII redaction, which addresses the PLOS One study workflow where 40–65 minute interviews required verbatim transcripts for content analysis (Klinga et al., 2026).
Evidano supports the transcription workflow described in the PLOS One study by reducing manual effort and preserving verbatim accuracy for coding and audit trails. See our speech-to-text feature page for details.
Problem: coding and cross-segment synthesis is slow
According to the PLOS One study (Klinga et al., 2026), analysis required grouping codes into categories and iteratively deriving themes across three analytical tracks; Evidano accelerates this step with thematic, frequency, and co-occurrence analyses.
Evidano provides AI-assisted code suggestion, hierarchical code → subcode visualizations, and cross-segment comparison that let researchers rapidly test whether themes like 'Live as you learn' map consistently across leaders, settings, and experience levels. Learn more on our features page.
Problem: maintaining confidentiality and reproducibility
According to the PLOS One study (Klinga et al., 2026), ethical approvals and data governance shaped how transcripts were stored and shared; Evidano encrypts data and does not use customer data to train third-party models, supporting research confidentiality requirements.
Evidano creates an auditable trail from raw transcripts to coded outputs and exportable summaries, which helps teams reproduce the conventional content analysis workflow that Klinga et al. (2026) described.
FAQ: person-centred leadership qualitative analysis
What evidence did the PLOS One study use to claim leadership change?
Answer: The PLOS One study used 13 semi-structured individual interviews conducted between 27 January 2023 and 16 March 2023 to document experienced leadership changes (Klinga et al., 2026).
According to the PLOS One study (Klinga et al., 2026), the authors applied conventional content analysis with iterative coding and an abductive step linking categories to an overarching theme across three analytical tracks.
Which concrete programme elements supported change, per the study?
Answer: The PLOS One study reports that workplace assignments, reflective journals, peer-dialogue workshops, and early implementation planning supported change (Klinga et al., 2026).
According to the PLOS One study (Klinga et al., 2026), these pedagogical elements were embedded in a flipped-classroom model and helped participants practice person-centred routines in situ.
How should evaluators measure whether leadership changes altered care for patients?
Answer: Evaluators should triangulate leader interviews with employee and patient/relative perspectives and objective process indicators, as recommended by the PLOS One study (Klinga et al., 2026).
According to the PLOS One study (Klinga et al., 2026), participants themselves highlighted the need for patient and relative involvement to validate whether co-creation actually changed delivered care.
Can AI tools safely accelerate this kind of qualitative analysis?
Answer: AI tools can accelerate transcription, coding, and cross-segment synthesis when used under strict data governance and researcher oversight, aligning with ethical reporting standards.
According to best practices and the PLOS One study’s emphasis on reflexive, auditable methods (Klinga et al., 2026), teams should retain researcher-led interpretation while using AI for reproducible preprocessing and exploratory analytics.
Conclusion & Next Steps
According to the PLOS One study (Klinga et al., 2026), person-centred leadership programmes can produce measurable changes in self-leadership, team-leadership, and workforce development when preconditions for learning are present.
According to the PLOS One study (Klinga et al., 2026), evaluators should collect workplace assignments, multi-stakeholder perspectives, and time-stamped transcripts to show how learning translates into practice.
If you run qualitative evaluations of leadership programmes, Evidano can transcribe, code, and visualise interview data while preserving confidentiality; to test it yourself, Try Evidano for free.