TY - JOUR
T1 - Analysing change among study abroad students. A novel application of the person-centred approach to alcohol use patterns
AU - Aresi, Giovanni Umberto
AU - Sorgente, Angela
AU - Moore, Simon C.
AU - Marta, Elena
PY - 2021
Y1 - 2021
N2 - This study re-analysed longitudinal data on international students’ alcohol use to demonstrate the
practical value of person-centred statistical techniques, such as Latent Class Analysis (LCA) and its
longitudinal extension Latent Transition Analysis (LTA). These techniques offer new analytic
perspectives, can reveal typologies (i.e., subpopulations characterized by different profiles) and
examine change (i.e., transition probabilities) in outcomes of interest. The use of these approaches remains limited in the intercultural research field, however. A step-by-step guide to the
use of LCA and LTA is presented. The analyses demonstrate how alcohol use profiles can be
identified, how transitions across profiles as students move from home to overseas can be
examined and are affected by students’ motivation to study abroad and their adjustment to the
host environment. The validity for study abroad students of the four-class model of drinker types
found in other populations was confirmed. Results, however, challenge the dominant view that
most students increase alcohol intake during study abroad experiences, and indicate that moderate drinkers are at greatest risk of transitioning to heavy drinking as they travel abroad. Implications and suggestions for use of these statistical techniques by intercultural research
specialists are discussed.
AB - This study re-analysed longitudinal data on international students’ alcohol use to demonstrate the
practical value of person-centred statistical techniques, such as Latent Class Analysis (LCA) and its
longitudinal extension Latent Transition Analysis (LTA). These techniques offer new analytic
perspectives, can reveal typologies (i.e., subpopulations characterized by different profiles) and
examine change (i.e., transition probabilities) in outcomes of interest. The use of these approaches remains limited in the intercultural research field, however. A step-by-step guide to the
use of LCA and LTA is presented. The analyses demonstrate how alcohol use profiles can be
identified, how transitions across profiles as students move from home to overseas can be
examined and are affected by students’ motivation to study abroad and their adjustment to the
host environment. The validity for study abroad students of the four-class model of drinker types
found in other populations was confirmed. Results, however, challenge the dominant view that
most students increase alcohol intake during study abroad experiences, and indicate that moderate drinkers are at greatest risk of transitioning to heavy drinking as they travel abroad. Implications and suggestions for use of these statistical techniques by intercultural research
specialists are discussed.
KW - Alcohol use
KW - Latent class analysis
KW - Latent transition analysis
KW - Motivations to study abroad
KW - Person-centred approach
KW - Psychological adjustment
KW - Study abroad
KW - Alcohol use
KW - Latent class analysis
KW - Latent transition analysis
KW - Motivations to study abroad
KW - Person-centred approach
KW - Psychological adjustment
KW - Study abroad
UR - http://hdl.handle.net/10807/178225
U2 - 10.1016/j.ijintrel.2021.04.006
DO - 10.1016/j.ijintrel.2021.04.006
M3 - Article
SN - 0147-1767
VL - 82
SP - 220
EP - 231
JO - International Journal of Intercultural Relations
JF - International Journal of Intercultural Relations
ER -