6533b7d5fe1ef96bd1263ecd
RESEARCH PRODUCT
Testing invariance between web and paper students satisfaction surveys. A case study
Martha Giraldo O'mearaMónica Martínez-gómezJuan A. Marin-garciasubject
Organizational Behavior and Human Resource ManagementStrategy and ManagementTeaching methodESTADISTICA E INVESTIGACION OPERATIVAlcsh:ASample (statistics)Surveys010501 environmental sciencesEnquestes01 natural sciencesEducationMeasurement equivalenceMeasurement equivalence Students’ satisfaction and motivation Job Diagnostic Survey Multigroup confirmatory analysis Higher education Active methodologiesManagement of Technology and InnovationAccounting0502 economics and business:Ensenyament i aprenentatge::Ensenyament universitari [Àrees temàtiques de la UPC]Symmetry (Mathematics)Mathematics educationEconometricsActive methodologiesMeasurement invarianceHigher educationStudents satisfaction and motivationJob Diagnostic SurveyBusiness and International ManagementStudents’ satisfaction and motivationReliability (statistics)0105 earth and related environmental sciencesFactor analysisData collection05 social sciences:Matemàtiques i estadística [Àrees temàtiques de la UPC]Educational surveysVariance (accounting)Confirmatory factor analysisEnquestes educativesSimetria (Matemàtica)ORGANIZACION DE EMPRESASMultigroup confirmatory analysislcsh:General WorksPsychology050203 business & managementdescription
[EN] Purpose: This paper studied the measurement invariance (MI) across web-based and paper-based surveys to evidence if both techniques of data collection can be regarded as equivalent. Design/methodology: We develop a multigroup confirmatory factor analysis (MGCFA) with Maximum Likelihood Estimation to asses measurement invariance of the Job Diagnostic Survey (JDS) adapted to teaching, with data collected from paper and web surveys. Sample from paper surveys was constituted by 294 student of a Spanish public university in the academic years 2007-08, 2008-09 and 2009-10. Internet surveys were administered through an open source survey application called Lime Survey. We received 241 completed questionnaires. Findings: Results show that metric invariance, covariance invariance, variance of latent factors invariance and measurement errors invariance can be established between two groups. We can conclude that both methods of collecting data can be considered equivalent. Research limitations/implications: This study was done with a particular sample and strict focus questionnaire and we might not generalize the findings. It should be extended in the future to include other universities and graduate students. Originality/value: Results showed that the factor structures remained invariant across the internet-based and paper-based groups, that is to say, both methods of collecting data can be considered equivalent, with the same factor structure, factor loadings, measurement errors of factors and the same reliability. These findings are useful for researchers since they add a new sample in which web and paper questionnaires are equivalent and for teachers to desire to change the teaching methodology at university, encourage students' participation and teamwork through active methodologies.
year | journal | country | edition | language |
---|---|---|---|---|
2017-01-01 |