Data · dataset · 2023
Dataset for "Employability Development in Undergraduate Programmes: How Different Is Liberal Arts Education?"
Listed in IISH Dataverse and ODISSEI Portal — shown once because both records carry DOI 10.34894/mqmptt
Description
This dataset accompanies the research study "Employability Development in Undergraduate Programmes: How Different Is Liberal Arts Education?" (doi.org/10.1080/13562517.2023.2212602). The study examines how students’ employability develops during undergraduate studies at a Dutch liberal arts college compared to a traditional bachelor’s programme in law at the same university. The study focuses on six skills that enhance employability: creativity, lifelong learning, career decidedness, self-efficacy, resilience, and personal initiative.
To measure employability growth, a cross-sectional pseudo-cohort research design is adopted, comparing first-, second-, and third-year student cohorts. The data was collected via an online survey that ran between September 20 and December 19, 2021. The final sample includes 558 responses.
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The dataset includes the following variables: - Study_year: Study year; - Study_programme: Study programme (1 = liberal arts; 0 = law); - Academic_sec_ed: type of secondary education (1 = academic secondary education; 0 = non-academic general or vocational/technical secondary education); - High_school_GPA_rank: high school GPA ranking compared to other students in graduating class (on a 5-point scale, ranging from 1 = much lower than the average to 5 = much higher than the average); - Gap_year: gap year after high school (1 = yes; 0 = no); - First_gen: first-generation university student (1 = yes; 0 = no); - Work_before_HE: non-study-related work experience before higher education (1 = one month or more; 0 = less than one month); - Work_during_HE: non-study-related work experience during higher education (1 = one month or more; 0 = less than one month); - AUT_fluency: fluency score on Guilford’s (1967) Alternate Uses Task, measured as the total number of acceptable uses across two objects (newspaper and umbrella); - LLL: Lifelong learning score, measured by Wielkiewicz and Meuwissen’s (2014) WielkLLS 5-point scale; - CD: Career decidedness score, measured by the 5-point Likert scale developed by Lounsbury et al. (2005); - SE: Self-efficacy score, measured by the 4-point General Self-Efficacy Scale (Schwarzer & Jerusalem, 1995); - RSL: Resilience score, measured by the 5-point Brief Resilience Scale (Smith et al., 2008); - PI: Personal initiative score, measured by a shortened, 6-item version of Bledow and Frese's (2009) SJT-PI situational judgement test.
Links
Where it is published
- Dataverse dataset page dataverse.nl/dataset.xhtml?persistentId=doi%3A10.34894%2FMQMPTT ↗
landing page · from datasets iisg amsterdam
- Dataverse dataset page portal.odissei.nl/dataset.xhtml?persistentId=doi%3A10.34894%2FMQMPTT ↗
landing page · from portal odissei nl
- DOI doi.org/10.34894/mqmptt ↗
DOI / persistent id · from datasets iisg amsterdam
Catalogue records · 2
- Dataverse API dataverse.nl/api/datasets/:persistentId/?persistentId=doi%3A10.34894%2FMQMP… ↗
metadata API · from datasets iisg amsterdam
- Dataverse API portal.odissei.nl/api/datasets/:persistentId/?persistentId=doi%3A10.34894%2FMQMP… ↗
metadata API · from portal odissei nl
Topics
- Stated by source
- Social Sciences · Social Sciences
- From keywords
- Humanities · Humanities · Social Science · Social Science
- Inferred from text
- Learning analytics 75%
Provenance · 2 source records, 13 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| IISH Dataverse | doi:10.34894/MQMPTT | 13 d ago | JSON v1 |
| ODISSEI Portal | doi:10.34894/MQMPTT | 9 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[field].anzsrc:field:390408 | enrichment · datasets iisg amsterdam | taxonomy-embedding@1.1.0 | title+keywords+description (75%) |
| concepts[field].dataverse_subject:social-sciences | source · datasets iisg amsterdam | connector:datasets_iisg_amsterdam@1.0.0 | /subjects |
| concepts[field].dataverse_subject:social-sciences | source · portal odissei nl | connector:portal_odissei_nl@1.0.0 | /subjects |
| concepts[field].local:field:humanities | mapping · portal odissei nl | connector:portal_odissei_nl@1.0.0 | /subjects |
| concepts[field].local:field:humanities | mapping · datasets iisg amsterdam | connector:datasets_iisg_amsterdam@1.0.0 | /subjects |
| concepts[field].local:field:social-science | mapping · 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 |
| 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 |