Data · dataset · 2026
Study 4: Practices, Preferences and Contextual Differences in Educational Managers’ Use of Cost Information in Program and Faculty Level Decisions in Higher Education
Listed in IISH Dataverse and ODISSEI Portal — shown once because both records carry DOI 10.34894/wihtpi
SUMMARY OF THE STUDY This qualitative study examines how educational managers in a large public institution of higher education use cost information when making decisions about the design, delivery, and improvement of health professions education.
Description
Amid increasing resource scarcity, the study explores current practices, future preferences, and contextual factors that shape managers’ engagement with cost information. Individual semi-structured interviews were conducted with educational managers across six faculties at Maastricht University, and transcripts were thematically analyzed using established guidance for qualitative research in medical education.
The findings highlight that while cost information is viewed as essential for maintaining educational quality, its practical use is constrained by hierarchical structures, conceptual uncertainty, capacity limitations, and varying preferences for cost granularity. Managers emphasized the importance of collaboration, transparency, and clearly defined roles as conditions for more effective cost-informed decision making. ORCID ID orcid.org/0000-0002-4976-5202 DESCRIPTION OF THE DATA FILES Interview_Guide.pdf: The semi-structured interview guide outlines the core questions, prompts and domains used during interviews with educational managers, offering context for how themes were elicited Qualitative_Codebook.pdf: The codebook provides the analytic framework developed during iterative team discussion and reflects how meaning units were organized into thematic categories.
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It is structured into two sections: Current Practices and Future Preferences, each consisting of themes, subthemes, and open codes used in the reflexive thematic analysis. Codes are conceptual labels, not raw data, and are intended to support transparency of the analytic process. COREQ Checklist.pdf: he Consolidated Criteria for Reporting Qualitative Research (COREQ) is a 32-item reporting checklist for interviews and focus groups.
It indicates where key study information is reported within the manuscript and supplemental files.
Links
Where it is published
- Dataverse dataset page dataverse.nl/dataset.xhtml?persistentId=doi%3A10.34894%2FWIHTPI ↗
landing page · from datasets iisg amsterdam
- Dataverse dataset page portal.odissei.nl/dataset.xhtml?persistentId=doi%3A10.34894%2FWIHTPI ↗
landing page · from portal odissei nl
- DOI doi.org/10.34894/wihtpi ↗
DOI / persistent id · from datasets iisg amsterdam
Catalogue records · 2
- Dataverse API dataverse.nl/api/datasets/:persistentId/?persistentId=doi%3A10.34894%2FWIHT… ↗
metadata API · from datasets iisg amsterdam
- Dataverse API portal.odissei.nl/api/datasets/:persistentId/?persistentId=doi%3A10.34894%2FWIHT… ↗
metadata API · from portal odissei nl
Topics
- Stated by source
- Social Sciences · Social Sciences
- From keywords
- Social Science · Social Science
- Inferred from text
- Specialist studies in education 73%
Provenance · 2 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| IISH Dataverse | doi:10.34894/WIHTPI | 12 d ago | JSON v1 |
| ODISSEI Portal | doi:10.34894/WIHTPI | 8 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[field].anzsrc:group:3904 | enrichment · datasets iisg amsterdam | taxonomy-embedding@1.1.0 | title+keywords+description (73%) |
| concepts[field].dataverse_subject:social-sciences | source · portal odissei nl | connector:portal_odissei_nl@1.0.0 | /subjects |
| concepts[field].dataverse_subject:social-sciences | source · datasets iisg amsterdam | connector:datasets_iisg_amsterdam@1.0.0 | /subjects |
| concepts[field].local:field:social-science | mapping · portal odissei nl | connector:portal_odissei_nl@1.0.0 | /subjects |
| concepts[field].local:field:social-science | mapping · datasets iisg amsterdam | connector:datasets_iisg_amsterdam@1.0.0 | /subjects |
| created_date | source · datasets iisg amsterdam | connector:datasets_iisg_amsterdam@1.0.0 | |
| description | source · datasets iisg amsterdam | connector:datasets_iisg_amsterdam@1.0.0 | /description |
| publication_date | source · datasets iisg amsterdam | connector:datasets_iisg_amsterdam@1.0.0 | |
| title | source · datasets iisg amsterdam | connector:datasets_iisg_amsterdam@1.0.0 | /name |
| updated_date | source · datasets iisg amsterdam | connector:datasets_iisg_amsterdam@1.0.0 | |
| version_label | source · datasets iisg amsterdam | connector:datasets_iisg_amsterdam@1.0.0 |