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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.

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Stated by source
Social Sciences · Social Sciences
Inferred from text
Learning analytics 75%
Provenance · 2 source records, 13 field assertions
SourceKeyLast seenRaw
IISH Dataversedoi:10.34894/MQMPTT13 d agoJSON v1
ODISSEI Portaldoi:10.34894/MQMPTT9 d agoJSON v1
FieldAssertionExtractorEvidence
concepts[field].anzsrc:field:390408enrichment · datasets iisg amsterdamtaxonomy-embedding@1.1.0title+keywords+description (75%)
concepts[field].dataverse_subject:social-sciencessource · datasets iisg amsterdamconnector:datasets_iisg_amsterdam@1.0.0/subjects
concepts[field].dataverse_subject:social-sciencessource · portal odissei nlconnector:portal_odissei_nl@1.0.0/subjects
concepts[field].local:field:humanitiesmapping · portal odissei nlconnector:portal_odissei_nl@1.0.0/subjects
concepts[field].local:field:humanitiesmapping · datasets iisg amsterdamconnector:datasets_iisg_amsterdam@1.0.0/subjects
concepts[field].local:field:social-sciencemapping · datasets iisg amsterdamconnector:datasets_iisg_amsterdam@1.0.0/subjects
concepts[field].local:field:social-sciencemapping · portal odissei nlconnector:portal_odissei_nl@1.0.0/subjects
created_datesource · datasets iisg amsterdamconnector:datasets_iisg_amsterdam@1.0.0
descriptionsource · datasets iisg amsterdamconnector:datasets_iisg_amsterdam@1.0.0/description
publication_datesource · datasets iisg amsterdamconnector:datasets_iisg_amsterdam@1.0.0
titlesource · datasets iisg amsterdamconnector:datasets_iisg_amsterdam@1.0.0/name
updated_datesource · datasets iisg amsterdamconnector:datasets_iisg_amsterdam@1.0.0
version_labelsource · datasets iisg amsterdamconnector:datasets_iisg_amsterdam@1.0.0