TY - JOUR
T1 - Person-centered methods in vocational research
AU - Hofmans, Joeri
AU - Wille, Bart
AU - Schreurs, Bert
PY - 2020/4/1
Y1 - 2020/4/1
N2 - The vast majority of vocational research adopts a variable-centered approach. Implicit in this approach is the assumption that the population under study is homogeneous, and that therefore we can use a set of “averaged” parameters to describe it. Person-centered methods are a family of methods that relax this assumption of population homogeneity, viewing the individual as holistic and paying more attention to how specific configurations of variables, present in different subgroups of the population, act in concert to shape behavior. Despite the potential advantages of person-centered research, the adoption of this approach by vocational researchers has been relatively slow for both conceptual (e.g., What exactly is person-centered research?) and methodological (e.g., Which methods?) reasons. In response to these issues, the goal of the present article is to showcase the role and relevance of person-centered methods for vocational research. Having discussed different conceptualizations of the term “person-centered” we present a structured overview of the most relevant person-centered techniques. This overview includes a description of the formal characteristics of each technique, as well as an overview of existing applications of these techniques in the literature. Finally, we provide a balanced discussion of both the advantages and challenges associated with the person-centered approach.
AB - The vast majority of vocational research adopts a variable-centered approach. Implicit in this approach is the assumption that the population under study is homogeneous, and that therefore we can use a set of “averaged” parameters to describe it. Person-centered methods are a family of methods that relax this assumption of population homogeneity, viewing the individual as holistic and paying more attention to how specific configurations of variables, present in different subgroups of the population, act in concert to shape behavior. Despite the potential advantages of person-centered research, the adoption of this approach by vocational researchers has been relatively slow for both conceptual (e.g., What exactly is person-centered research?) and methodological (e.g., Which methods?) reasons. In response to these issues, the goal of the present article is to showcase the role and relevance of person-centered methods for vocational research. Having discussed different conceptualizations of the term “person-centered” we present a structured overview of the most relevant person-centered techniques. This overview includes a description of the formal characteristics of each technique, as well as an overview of existing applications of these techniques in the literature. Finally, we provide a balanced discussion of both the advantages and challenges associated with the person-centered approach.
KW - Configural frequency analysis
KW - Davinson and Davenport's (2002) criterion-based method
KW - Factor mixture analysis
KW - Growth mixture modeling
KW - Hierarchical clustering
KW - K-means clustering
KW - Latent class
KW - Latent class analysis
KW - Latent profile analysis
KW - Latent transition analysis
KW - Mixture modeling
KW - Mixture regression analysis
KW - Person-centered
UR - http://www.scopus.com/inward/record.url?scp=85079840869&partnerID=8YFLogxK
U2 - 10.1016/j.jvb.2020.103398
DO - 10.1016/j.jvb.2020.103398
M3 - Scientific review
AN - SCOPUS:85079840869
VL - 118
JO - Journal of Vocational Behavior
JF - Journal of Vocational Behavior
SN - 0001-8791
M1 - 103398
ER -