TY - JOUR
T1 - Life-course perspective on personality traits and fertility with sequence analysis
AU - Mencarini, Letizia
AU - Piccarreta, Raffaella
AU - Le Moglie, Marco
PY - 2022
Y1 - 2022
N2 - We investigate the link between personality traits (PTs) and fertility, accounting for the possible interplay with other key life course events. Using data from German Socio-Economic Panel survey, we build sequence-type representations of fertility, union and job careers between the ages of 20 and 40. We rely on multichannel sequence analysis (MSA) and on the Partitioning around Medoids algorithm to cluster individuals with similar experiences, and relate clusters to PTs via multinomial regression. We also develop a procedure to apply standard and MSA to truncated trajectories. This enables inclusion of individuals whose trajectories were otherwise observed for a limited age span, notably belonging to younger cohorts. We show that PTs relate to these (portions of) life-course trajectories, of which fertility is only one outcome.
AB - We investigate the link between personality traits (PTs) and fertility, accounting for the possible interplay with other key life course events. Using data from German Socio-Economic Panel survey, we build sequence-type representations of fertility, union and job careers between the ages of 20 and 40. We rely on multichannel sequence analysis (MSA) and on the Partitioning around Medoids algorithm to cluster individuals with similar experiences, and relate clusters to PTs via multinomial regression. We also develop a procedure to apply standard and MSA to truncated trajectories. This enables inclusion of individuals whose trajectories were otherwise observed for a limited age span, notably belonging to younger cohorts. We show that PTs relate to these (portions of) life-course trajectories, of which fertility is only one outcome.
KW - Sequence analysis, life-course, fertility
KW - Sequence analysis, life-course, fertility
UR - http://hdl.handle.net/10807/202637
UR - https://rss.onlinelibrary.wiley.com/action/showcitformats?doi=10.1111/rssa.12832
U2 - 10.1111/rssa.12832
DO - 10.1111/rssa.12832
M3 - Article
SN - 1467-985X
SP - 1
EP - 26
JO - JOURNAL OF THE ROYAL STATISTICAL SOCIETY. SERIES A, STATISTICS IN SOCIETY
JF - JOURNAL OF THE ROYAL STATISTICAL SOCIETY. SERIES A, STATISTICS IN SOCIETY
ER -